diff --git a/.claude/intelligence/data/feedback.json b/.claude/intelligence/data/feedback.json index 0e6a2ddc2..094f1a6d7 100644 --- a/.claude/intelligence/data/feedback.json +++ b/.claude/intelligence/data/feedback.json @@ -337,28 +337,20 @@ "timestamp": "2025-12-25T21:48:14.975Z" }, { - "id": "sug-1766893376690", - "suggested": "coder", - "confidence": 0, + "id": "sug-1766795726259", + "suggested": "rust-developer", + "confidence": 0.8008878553727657, "followed": null, "outcome": null, - "timestamp": "2025-12-28T03:42:56.690Z" + "timestamp": "2025-12-27T00:35:26.259Z" }, { - "id": "sug-1766893384183", + "id": "sug-1766795757011", "suggested": "tester", "confidence": 0, "followed": null, "outcome": null, - "timestamp": "2025-12-28T03:43:04.183Z" - }, - { - "id": "sug-1766893384730", - "suggested": "coder", - "confidence": 0, - "followed": null, - "outcome": null, - "timestamp": "2025-12-28T03:43:04.730Z" + "timestamp": "2025-12-27T00:35:57.011Z" } ], "followRates": { diff --git a/.claude/intelligence/data/memory.json b/.claude/intelligence/data/memory.json index 89a74eae2..f4a6908c2 100644 --- a/.claude/intelligence/data/memory.json +++ b/.claude/intelligence/data/memory.json @@ -574403,426 +574403,284 @@ } }, { - 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"crate": "ruvector-nervous-system", - "timestamp": "2025-12-28T03:52:43.984Z" + "cmdType": "cargo", + "timestamp": "2025-12-27T00:35:50.298Z" } } ] \ No newline at end of file diff --git a/.claude/intelligence/data/patterns.json b/.claude/intelligence/data/patterns.json index b63157563..5f05ff81f 100644 --- a/.claude/intelligence/data/patterns.json +++ b/.claude/intelligence/data/patterns.json @@ -124,12 +124,11 @@ } }, "cargo_in_general": { - "command-succeeded": 0.8, + "command-succeeded": 0.03282057241011145, "command-failed": 0, "_meta": { - "lastUpdate": "2025-11-20T22:36:54.000Z", - "updateCount": 88, - "firstSeen": "2025-12-25T19:13:29.000Z" + "lastUpdate": "2025-12-27T00:35:50.295Z", + "updateCount": 89 } }, "build_in_mincut": { @@ -472,11 +471,11 @@ }, "edit_rs_in_ruvector-core": { "_meta": { - "lastUpdate": "2025-11-21T13:24:54.000Z", - "updateCount": 12, - "firstSeen": "2025-12-16T17:26:07.000Z" + "lastUpdate": "2025-12-27T00:35:46.788Z", + "updateCount": 13 }, - "rust-developer": 0.6959263623272283 + "rust-developer": 0.6959263623272283, + "successful-edit": 0.02773500981126146 }, "edit_unknown_in_project": { "_meta": { diff --git a/.claude/intelligence/data/sequences.json b/.claude/intelligence/data/sequences.json index 0e4a21a5b..b9bb809e2 100644 --- a/.claude/intelligence/data/sequences.json +++ b/.claude/intelligence/data/sequences.json @@ -12,19 +12,9 @@ "test": "crates/micro-hnsw-wasm/tests/lib.test.rs", "editCount": 1 }, - "crates/ruvector-nervous-system/src/plasticity/btsp.rs|crates/ruvector-nervous-system/tests/plasticity/btsp.test.rs": { - "source": "crates/ruvector-nervous-system/src/plasticity/btsp.rs", - "test": "crates/ruvector-nervous-system/tests/plasticity/btsp.test.rs", - "editCount": 1 - }, - "crates/ruvector-nervous-system/src/hopfield/mod.rs|crates/ruvector-nervous-system/tests/hopfield/mod.test.rs": { - "source": "crates/ruvector-nervous-system/src/hopfield/mod.rs", - "test": "crates/ruvector-nervous-system/tests/hopfield/mod.test.rs", - "editCount": 1 - }, - "crates/ruvector-nervous-system/src/plasticity/consolidate.rs|crates/ruvector-nervous-system/tests/plasticity/consolidate.test.rs": { - "source": "crates/ruvector-nervous-system/src/plasticity/consolidate.rs", - "test": "crates/ruvector-nervous-system/tests/plasticity/consolidate.test.rs", + "crates/ruvector-core/src/lib.rs|crates/ruvector-core/tests/lib.test.rs": { + "source": "crates/ruvector-core/src/lib.rs", + "test": "crates/ruvector-core/tests/lib.test.rs", "editCount": 1 } } diff --git a/.claude/intelligence/data/trajectories.json b/.claude/intelligence/data/trajectories.json index 70164f016..eea49c688 100644 --- a/.claude/intelligence/data/trajectories.json +++ b/.claude/intelligence/data/trajectories.json @@ -1,4 +1,12 @@ [ + { + "id": "pretrain-cmd-7433", + "state": "test_in_general", + "action": "command-succeeded", + "outcome": "find /workspaces/ruvector/npm/tests -type f -name \"*.test.js\" -exec wc -l {} + | tail -1", + "reward": 1, + "timestamp": "2025-11-21T03:07:24.000Z" + }, { "id": "pretrain-cmd-7434", "state": "test_in_general", @@ -8048,30 +8056,21 @@ "abGroup": "treatment" }, { - "id": "traj-1766893826224", - "state": "edit_rs_in_ruvector-nervous-system", - "action": "successful-edit", - "outcome": "completed", - "reward": 1, - "timestamp": "2025-12-28T03:50:26.224Z", - "abGroup": "treatment" - }, - { - "id": "traj-1766893866545", - "state": "edit_rs_in_ruvector-nervous-system", + "id": "traj-1766795746787", + "state": "edit_rs_in_ruvector-core", "action": "successful-edit", "outcome": "completed", "reward": 1, - "timestamp": "2025-12-28T03:51:06.545Z", + "timestamp": "2025-12-27T00:35:46.787Z", "abGroup": "treatment" }, { - "id": "traj-1766893963978", - "state": "edit_rs_in_ruvector-nervous-system", - "action": "successful-edit", - "outcome": "completed", + "id": "traj-1766795750294", + "state": "cargo_in_general", + "action": "command-succeeded", + "outcome": "cargo test", "reward": 1, - "timestamp": "2025-12-28T03:52:43.978Z", + "timestamp": "2025-12-27T00:35:50.294Z", "abGroup": "treatment" } ] \ No newline at end of file diff --git a/.claude/settings.json b/.claude/settings.json index 1683ad1aa..37d692f6b 100644 --- a/.claude/settings.json +++ b/.claude/settings.json @@ -36,7 +36,8 @@ "Bash(pwd)", "Bash(ls:*)", "Bash(.claude/hooks:*)", - "Bash(.claude/intelligence:*)" + "Bash(.claude/intelligence:*)", + "Bash(ruvector:*)" ], "deny": [ "Bash(rm -rf /)", @@ -46,62 +47,101 @@ "hooks": { "PreToolUse": [ { - "matcher": "Bash", + "matcher": "Edit|Write|MultiEdit", "hooks": [ { "type": "command", "timeout": 3000, - "command": "/bin/bash -c 'INPUT=$(cat); CMD=$(echo \"$INPUT\" | jq -r \".tool_input.command // empty\"); cd /workspaces/ruvector/.claude/intelligence && INTELLIGENCE_MODE=treatment node cli.js pre-command \"$CMD\" 2>/dev/null'" + "command": "ruvector hooks pre-edit \"$TOOL_INPUT_FILE_PATH\"" } ] }, { - "matcher": "Write|Edit|MultiEdit", + "matcher": "Bash", "hooks": [ { "type": "command", "timeout": 3000, - "command": "/bin/bash -c 'INPUT=$(cat); FILE=$(echo \"$INPUT\" | jq -r \".tool_input.file_path // .tool_input.path // empty\"); if [ -n \"$FILE\" ]; then cd /workspaces/ruvector/.claude/intelligence && INTELLIGENCE_MODE=treatment node cli.js pre-edit \"$FILE\" 2>/dev/null; fi'" + "command": "ruvector hooks pre-command \"$TOOL_INPUT_COMMAND\"" + } + ] + }, + { + "matcher": "Task", + "hooks": [ + { + "type": "command", + "timeout": 2000, + "command": "ruvector hooks swarm-recommend \"$TOOL_INPUT_SUBAGENT_TYPE\"" + }, + { + "type": "command", + "timeout": 1000, + "command": "ruvector hooks async-agent --action spawn --agent-id \"$TOOL_INPUT_SUBAGENT_TYPE\" --task \"$TOOL_INPUT_PROMPT\"" } ] } ], "PostToolUse": [ + { + "matcher": "Edit|Write|MultiEdit", + "hooks": [ + { + "type": "command", + "timeout": 3000, + "command": "ruvector hooks post-edit \"$TOOL_INPUT_FILE_PATH\" --success=$TOOL_STATUS" + } + ] + }, { "matcher": "Bash", "hooks": [ { "type": "command", - "command": "/bin/bash -c 'INPUT=$(cat); CMD=$(echo \"$INPUT\" | jq -r \".tool_input.command // empty\"); SUCCESS=\"true\"; STDERR=\"\"; if echo \"$INPUT\" | jq -e \".tool_result.stderr\" 2>/dev/null | grep -q .; then SUCCESS=\"false\"; STDERR=$(echo \"$INPUT\" | jq -r \".tool_result.stderr // empty\" | head -c 300); fi; (cd /workspaces/ruvector/.claude/intelligence && node cli.js post-command \"$CMD\" \"$SUCCESS\" \"$STDERR\" 2>/dev/null) &'" + "timeout": 3000, + "command": "ruvector hooks post-command \"$TOOL_INPUT_COMMAND\" --success=$TOOL_STATUS" + } + ] + }, + { + "matcher": "LSP", + "hooks": [ + { + "type": "command", + "timeout": 2000, + "command": "ruvector hooks lsp-diagnostic --file \"$TOOL_INPUT_FILE\" --severity \"$TOOL_INPUT_SEVERITY\" --message \"$TOOL_INPUT_MESSAGE\"" } ] }, { - "matcher": "Write|Edit|MultiEdit", + "matcher": "Task", "hooks": [ { "type": "command", - "command": "/bin/bash -c 'INPUT=$(cat); FILE=$(echo \"$INPUT\" | jq -r \".tool_input.file_path // .tool_input.path // empty\"); if [ -n \"$FILE\" ]; then (cd /workspaces/ruvector/.claude/intelligence && node cli.js post-edit \"$FILE\" \"true\" 2>/dev/null) & fi'" + "timeout": 2000, + "command": "ruvector hooks async-agent --action complete --agent-id \"$TOOL_INPUT_SUBAGENT_TYPE\"" } ] } ], - "PreCompact": [ + "SessionStart": [ { - "matcher": "manual", + "matcher": "startup", "hooks": [ { "type": "command", - "command": "/bin/bash -c 'echo \"πŸ”„ PreCompact - RuVector Intelligent Context:\"; echo \"\"; cd /workspaces/ruvector/.claude/intelligence && STATS=$(node cli.js stats 2>/dev/null | tail -n +2); echo \"🧠 LEARNED PATTERNS:\"; echo \"$STATS\" | jq -r \".topPatterns[] | \\\" \\(.state): \\(.bestAction) (Q=\\(.qValue))\\\"\" 2>/dev/null || echo \" No patterns yet\"; echo \"\"; echo \"πŸ¦€ KEY CRATES (42 total):\"; echo \" ruvector-core (HNSW, SIMD) | rvlite (WASM DB)\"; echo \" sona (ReasoningBank) | ruvector-graph (Cypher)\"; echo \" ruvector-gnn (GNN) | ruvector-mincut (Min-Cut)\"; echo \"\"; echo \"πŸ“¦ NPM: @ruvector/core, @ruvector/tiny-dancer\"; echo \"⚑ GOLDEN RULE: 1 MESSAGE = ALL OPERATIONS\"; echo \"βœ… Ready for compact\"'" + "timeout": 5000, + "command": "ruvector hooks session-start" } ] }, { - "matcher": "auto", + "matcher": "resume", "hooks": [ { "type": "command", - "command": "/bin/bash -c 'echo \"πŸ”„ Auto-Compact - Self-Learning Context:\"; echo \"\"; cd /workspaces/ruvector/.claude/intelligence && STATS=$(node cli.js stats 2>/dev/null | tail -n +2); MEM=$(echo \"$STATS\" | jq -r \".memory.total // 0\" 2>/dev/null); TRAJ=$(echo \"$STATS\" | jq -r \".trajectories // 0\" 2>/dev/null); PAT=$(echo \"$STATS\" | jq -r \".patterns // 0\" 2>/dev/null); echo \"πŸ“Š Learning Stats: $MEM memories | $TRAJ trajectories | $PAT patterns\"; echo \"\"; echo \"🎯 ARCHITECTURE:\"; echo \" 42 Rust crates | rvlite WASM orchestration\"; echo \" @ruvector/core for native HNSW (150x faster)\"; echo \" Q-learning from sona for action selection\"; echo \"\"; echo \"⚑ CONCURRENT: Task tool for agents, MCP for coordination\"; echo \"βœ… Auto-compact with learned context\"'" + "timeout": 3000, + "command": "ruvector hooks session-start --resume" } ] } @@ -111,18 +151,53 @@ "hooks": [ { "type": "command", - "command": "/bin/bash -c 'echo \"πŸ›‘ Session ending - persisting learned state...\"; npx claude-flow@alpha hooks session-end --generate-summary true --persist-state true 2>/dev/null || true; cd /workspaces/ruvector/.claude/intelligence && STATS=$(node cli.js stats 2>/dev/null | tail -n +2); MEM=$(echo \"$STATS\" | jq -r \".memory.total // 0\" 2>/dev/null); TRAJ=$(echo \"$STATS\" | jq -r \".trajectories // 0\" 2>/dev/null); echo \"πŸ“Š Session learned: $MEM memories, $TRAJ trajectories\"; echo \"βœ… Intelligence state persisted\"'" + "timeout": 5000, + "command": "ruvector hooks session-end --export-metrics" } ] } ], - "SessionStart": [ + "PreCompact": [ { + "matcher": "auto", "hooks": [ { "type": "command", - "timeout": 5000, - "command": "/bin/bash -c 'echo \"🧠 RuVector Intelligence Layer Active\"; echo \"\"; cd /workspaces/ruvector/.claude/intelligence && INTELLIGENCE_MODE=treatment node -e \"const I = (await import(\\\"./index.js\\\")).default; const i = new I(); const s = i.stats(); console.log(\\\"πŸ“Š Learned: \\\" + s.patterns + \\\" patterns | \\\" + s.memory.total + \\\" memories\\\"); if (s.topPatterns && s.topPatterns.length > 0) { console.log(\\\"\\\"); console.log(\\\"🎯 Top Learned Actions:\\\"); s.topPatterns.slice(0,3).forEach(p => console.log(\\\" \\\" + p.state + \\\": \\\" + p.bestAction + \\\" (Q=\\\" + p.qValue + \\\")\\\")); }\" 2>/dev/null; echo \"\"; echo \"⚑ Intelligence guides: agent routing, error fixes, file sequences\"'" + "timeout": 3000, + "command": "ruvector hooks pre-compact --auto" + } + ] + }, + { + "matcher": "manual", + "hooks": [ + { + "type": "command", + "timeout": 3000, + "command": "ruvector hooks pre-compact" + } + ] + } + ], + "UserPromptSubmit": [ + { + "hooks": [ + { + "type": "command", + "timeout": 2000, + "command": "ruvector hooks suggest-context" + } + ] + } + ], + "Notification": [ + { + "matcher": ".*", + "hooks": [ + { + "type": "command", + "timeout": 1000, + "command": "ruvector hooks track-notification" } ] } diff --git a/.github/workflows/hooks-ci.yml b/.github/workflows/hooks-ci.yml new file mode 100644 index 000000000..8f2fb46f3 --- /dev/null +++ b/.github/workflows/hooks-ci.yml @@ -0,0 +1,206 @@ +name: Hooks CI + +on: + push: + branches: [main, claude/*] + paths: + - 'crates/ruvector-cli/src/cli/hooks.rs' + - 'crates/ruvector-cli/tests/hooks_tests.rs' + - 'npm/packages/cli/**' + - '.github/workflows/hooks-ci.yml' + pull_request: + branches: [main] + paths: + - 'crates/ruvector-cli/**' + - 'npm/packages/cli/**' + +env: + CARGO_TERM_COLOR: always + RUST_BACKTRACE: 1 + +jobs: + rust-cli-tests: + name: Rust CLI Tests + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - name: Install Rust + uses: dtolnay/rust-action@stable + + - name: Cache cargo + uses: actions/cache@v4 + with: + path: | + ~/.cargo/bin/ + ~/.cargo/registry/index/ + ~/.cargo/registry/cache/ + ~/.cargo/git/db/ + target/ + key: ${{ runner.os }}-cargo-${{ hashFiles('**/Cargo.lock') }} + + - name: Build CLI + run: cargo build -p ruvector-cli --release + + - name: Run hooks unit tests + run: cargo test -p ruvector-cli hooks --release + + - name: Test hooks commands + run: | + ./target/release/ruvector hooks --help + ./target/release/ruvector hooks stats + ./target/release/ruvector hooks session-start + ./target/release/ruvector hooks pre-edit src/main.rs + ./target/release/ruvector hooks post-edit --success src/main.rs + ./target/release/ruvector hooks remember --type test "CI test content" + ./target/release/ruvector hooks recall "CI test" + ./target/release/ruvector hooks learn test-state test-action --reward 0.5 + ./target/release/ruvector hooks suggest edit-rs --actions coder,reviewer + ./target/release/ruvector hooks route "test task" + ./target/release/ruvector hooks should-test src/lib.rs + ./target/release/ruvector hooks swarm-register ci-agent-1 rust-dev + ./target/release/ruvector hooks swarm-stats + ./target/release/ruvector hooks session-end + + npm-cli-tests: + name: npm CLI Tests + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - name: Setup Node.js + uses: actions/setup-node@v4 + with: + node-version: '20' + + - name: Install dependencies + working-directory: npm/packages/cli + run: npm install + + - name: Build CLI + working-directory: npm/packages/cli + run: npm run build + + - name: Test hooks commands + working-directory: npm/packages/cli + run: | + node dist/cli.js hooks --help + node dist/cli.js hooks stats + node dist/cli.js hooks session-start + node dist/cli.js hooks pre-edit src/test.ts + node dist/cli.js hooks post-edit --success src/test.ts + node dist/cli.js hooks remember --type test "CI test content" + node dist/cli.js hooks recall "CI test" + node dist/cli.js hooks learn test-state test-action --reward 0.5 + node dist/cli.js hooks suggest edit-ts --actions coder,reviewer + node dist/cli.js hooks route "test task" + node dist/cli.js hooks should-test src/lib.ts + node dist/cli.js hooks swarm-register ci-agent typescript-dev + node dist/cli.js hooks swarm-coordinate ci-agent other-agent --weight 0.8 + node dist/cli.js hooks swarm-optimize "task1,task2" + node dist/cli.js hooks swarm-recommend "typescript" + node dist/cli.js hooks swarm-stats + node dist/cli.js hooks session-end + + postgres-schema-validation: + name: PostgreSQL Schema Validation + runs-on: ubuntu-latest + services: + postgres: + image: postgres:15 + env: + POSTGRES_USER: test + POSTGRES_PASSWORD: test + POSTGRES_DB: ruvector_test + ports: + - 5432:5432 + options: >- + --health-cmd pg_isready + --health-interval 10s + --health-timeout 5s + --health-retries 5 + + steps: + - uses: actions/checkout@v4 + + - name: Install PostgreSQL client + run: sudo apt-get install -y postgresql-client + + - name: Create ruvector type stub + run: | + psql "postgresql://test:test@localhost:5432/ruvector_test" < ( + LEFTARG = ruvector, + RIGHTARG = ruvector, + FUNCTION = ruvector_distance + ); + EOF + + - name: Validate hooks schema + run: | + psql "postgresql://test:test@localhost:5432/ruvector_test" -f crates/ruvector-cli/sql/hooks_schema.sql + + - name: Test schema functions + run: | + psql "postgresql://test:test@localhost:5432/ruvector_test" < --reward 0.8 # Record trajectory +ruvector hooks suggest --actions "a,b,c" # Get action suggestion +ruvector hooks route "implement caching" --file src/cache.rs # Route to agent + +# Claude Code Hooks +ruvector hooks pre-edit # Pre-edit intelligence hook +ruvector hooks post-edit --success # Post-edit learning hook +ruvector hooks pre-command # Pre-command hook +ruvector hooks post-command --success # Post-command hook +ruvector hooks suggest-context # UserPromptSubmit context injection +ruvector hooks track-notification # Track notification patterns +ruvector hooks pre-compact [--auto] # Pre-compact hook (auto/manual) + +# Claude Code v2.0.55+ Features +ruvector hooks lsp-diagnostic --file --severity error # LSP diagnostics +ruvector hooks suggest-ultrathink "complex task" # Recommend extended reasoning +ruvector hooks async-agent --action spawn --agent-id # Async sub-agents + +# Intelligence +ruvector hooks record-error # Record error pattern +ruvector hooks suggest-fix E0308 # Get fix for error code +ruvector hooks suggest-next -n 3 # Predict next files +ruvector hooks should-test # Check if tests needed + +# Swarm +ruvector hooks swarm-register # Register agent +ruvector hooks swarm-coordinate # Record coordination +ruvector hooks swarm-optimize "task1,task2" # Optimize distribution +ruvector hooks swarm-recommend "rust" # Recommend agent for task +ruvector hooks swarm-heal # Handle agent failure +ruvector hooks swarm-stats # Show swarm statistics + +# Optimization (Rust only) +ruvector hooks compress # Compress storage (70-83% savings) +ruvector hooks cache-stats # Show LRU cache statistics +ruvector hooks completions bash # Generate shell completions +``` + +#### Tutorial: Claude Code Integration + +**1. Initialize and install hooks:** + +```bash +ruvector hooks init +ruvector hooks install --settings-dir .claude +``` + +This creates `.claude/settings.json` with hook configurations: + +```json +{ + "hooks": { + "PreToolUse": [ + { "matcher": "Edit|Write|MultiEdit", "hooks": ["ruvector hooks pre-edit \"$TOOL_INPUT_FILE_PATH\""] }, + { "matcher": "Bash", "hooks": ["ruvector hooks pre-command \"$TOOL_INPUT_COMMAND\""] } + ], + "PostToolUse": [ + { "matcher": "Edit|Write|MultiEdit", "hooks": ["ruvector hooks post-edit ... --success"] }, + { "matcher": "Bash", "hooks": ["ruvector hooks post-command ... --success"] } + ], + "SessionStart": ["ruvector hooks session-start"], + "Stop": ["ruvector hooks session-end --export-metrics"], + "PreCompact": ["ruvector hooks pre-compact"] + } +} +``` + +**All 7 Claude Code hooks covered:** +| Hook | When It Fires | What RuVector Does | +|------|---------------|-------------------| +| `PreToolUse` | Before file edit, command, or Task | Suggests agent, shows related files, validates agent assignments | +| `PostToolUse` | After file edit or command | Records outcome, updates Q-values, injects context | +| `SessionStart` | When session begins/resumes | Loads intelligence, shows stats (startup vs resume) | +| `Stop` | When session ends | Saves state, exports metrics | +| `PreCompact` | Before context compaction | Preserves critical memories (auto vs manual) | +| `UserPromptSubmit` | Before processing user prompt | Injects learned patterns as context | +| `Notification` | On system notifications | Tracks notification patterns | + +**Advanced Features:** +- **Stdin JSON Parsing**: Hooks receive full JSON via stdin (session_id, tool_input, tool_response) +- **Context Injection**: PostToolUse returns `additionalContext` to inject into Claude's context +- **Timeout Optimization**: All hooks have optimized timeouts (1-5 seconds vs 60s default) + +**2. Use routing for intelligent agent selection:** + +```bash +# Route a task to the best agent +$ ruvector hooks route "implement vector search" --file src/lib.rs +{ + "recommended": "rust-developer", + "confidence": 0.85, + "reasoning": "learned from 47 similar edits" +} +``` + +**3. Learn from outcomes:** + +```bash +# Record successful outcome +ruvector hooks learn "edit-rs-lib" "rust-developer" --reward 1.0 + +# Record failed outcome +ruvector hooks learn "edit-rs-lib" "typescript-dev" --reward -0.5 +``` + +**4. Get error fix suggestions:** + +```bash +$ ruvector hooks suggest-fix E0308 +{ + "code": "E0308", + "type": "type_mismatch", + "fixes": [ + "Check return type matches function signature", + "Use .into() or .as_ref() for type conversion", + "Verify generic type parameters" + ] +} +``` + +#### Tutorial: Swarm Coordination + +**1. Register agents:** + +```bash +ruvector hooks swarm-register agent-1 rust-developer --capabilities "rust,async,testing" +ruvector hooks swarm-register agent-2 typescript-dev --capabilities "ts,react,node" +ruvector hooks swarm-register agent-3 reviewer --capabilities "review,security,performance" +``` + +**2. Record coordination patterns:** + +```bash +# Agent-1 hands off to Agent-3 for review +ruvector hooks swarm-coordinate agent-1 agent-3 --weight 0.9 +``` + +**3. Optimize task distribution:** + +```bash +$ ruvector hooks swarm-optimize "implement-api,write-tests,code-review" +{ + "assignments": { + "implement-api": "agent-1", + "write-tests": "agent-1", + "code-review": "agent-3" + } +} +``` + +**4. Handle failures with self-healing:** + +```bash +# Mark agent as failed and redistribute +ruvector hooks swarm-heal agent-2 +``` + +#### PostgreSQL Storage (Optional) + +For production deployments, use PostgreSQL instead of JSON files: + +```bash +# Set connection URL +export RUVECTOR_POSTGRES_URL="postgres://user:pass@localhost/ruvector" + +# Initialize PostgreSQL schema (automatic) +ruvector hooks init --postgres + +# Or apply schema manually +psql $RUVECTOR_POSTGRES_URL -f crates/ruvector-cli/sql/hooks_schema.sql + +# Build CLI with postgres feature +cargo build -p ruvector-cli --features postgres +``` + +The PostgreSQL backend provides: +- Vector embeddings with native `ruvector` type +- Q-learning functions (`ruvector_hooks_update_q`, `ruvector_hooks_best_action`) +- Swarm coordination tables with foreign key relationships +- Automatic memory cleanup (keeps last 5000 entries) + ### Scientific OCR (SciPix) | Crate | Description | crates.io | diff --git a/crates/ruvector-cli/.claude/settings.json b/crates/ruvector-cli/.claude/settings.json new file mode 100644 index 000000000..1850bf3bc --- /dev/null +++ b/crates/ruvector-cli/.claude/settings.json @@ -0,0 +1,45 @@ +{ + "hooks": { + "PostToolUse": [ + { + "hooks": [ + { + "command": "ruvector hooks post-edit \"$TOOL_INPUT_FILE_PATH\" --success=$TOOL_STATUS", + "type": "command" + } + ], + "matcher": "Edit|Write|MultiEdit" + }, + { + "hooks": [ + { + "command": "ruvector hooks post-command \"$TOOL_INPUT_COMMAND\" --success=$TOOL_STATUS", + "type": "command" + } + ], + "matcher": "Bash" + } + ], + "PreToolUse": [ + { + "hooks": [ + { + "command": "ruvector hooks pre-edit \"$TOOL_INPUT_FILE_PATH\"", + "type": "command" + } + ], + "matcher": "Edit|Write|MultiEdit" + } + ], + "SessionStart": [ + { + "hooks": [ + { + "command": "ruvector hooks session-start", + "type": "command" + } + ] + } + ] + } +} \ No newline at end of file diff --git a/crates/ruvector-cli/Cargo.toml b/crates/ruvector-cli/Cargo.toml index 39cc05b0d..e10d5e5ec 100644 --- a/crates/ruvector-cli/Cargo.toml +++ b/crates/ruvector-cli/Cargo.toml @@ -17,14 +17,25 @@ path = "src/main.rs" name = "ruvector-mcp" path = "src/mcp_server.rs" +[features] +default = [] +postgres = ["tokio-postgres", "deadpool-postgres"] + [dependencies] ruvector-core = { version = "0.1.2", path = "../ruvector-core" } ruvector-graph = { version = "0.1.0", path = "../ruvector-graph", features = ["storage"] } ruvector-gnn = { version = "0.1.0", path = "../ruvector-gnn" } +# PostgreSQL support (optional) +tokio-postgres = { version = "0.7", optional = true } +deadpool-postgres = { version = "0.14", optional = true } + # LRU cache for performance optimization lru = "0.12" +# Compression for storage +flate2 = "1.0" + # CLI clap = { workspace = true } indicatif = { workspace = true } diff --git a/crates/ruvector-cli/sql/hooks_schema.sql b/crates/ruvector-cli/sql/hooks_schema.sql new file mode 100644 index 000000000..cdb8421d4 --- /dev/null +++ b/crates/ruvector-cli/sql/hooks_schema.sql @@ -0,0 +1,380 @@ +-- RuVector Hooks Intelligence Schema +-- PostgreSQL schema for self-learning hooks with pgvector support +-- Requires: ruvector extension (CREATE EXTENSION ruvector CASCADE) + +-- ============================================================================ +-- Q-Learning Patterns Table +-- Stores state-action pairs with Q-values for agent routing decisions +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_patterns ( + id SERIAL PRIMARY KEY, + state TEXT NOT NULL, + action TEXT NOT NULL, + q_value REAL DEFAULT 0.0, + visits INTEGER DEFAULT 0, + last_update TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(state, action) +); + +CREATE INDEX IF NOT EXISTS idx_patterns_state ON ruvector_hooks_patterns(state); +CREATE INDEX IF NOT EXISTS idx_patterns_q_value ON ruvector_hooks_patterns(q_value DESC); + +-- ============================================================================ +-- Vector Memory Table +-- Semantic memory with pgvector embeddings for context retrieval +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_memories ( + id SERIAL PRIMARY KEY, + memory_type TEXT NOT NULL, + content TEXT NOT NULL, + embedding ruvector, -- Uses native ruvector type + metadata JSONB DEFAULT '{}', + created_at TIMESTAMPTZ DEFAULT NOW() +); + +CREATE INDEX IF NOT EXISTS idx_memories_type ON ruvector_hooks_memories(memory_type); +CREATE INDEX IF NOT EXISTS idx_memories_created ON ruvector_hooks_memories(created_at DESC); +-- Note: HNSW index on embedding created after extension is ready +-- CREATE INDEX IF NOT EXISTS idx_memories_embedding ON ruvector_hooks_memories +-- USING hnsw (embedding ruvector_cosine_ops) WITH (m = 16, ef_construction = 64); + +-- ============================================================================ +-- Learning Trajectories Table +-- Records of state-action-reward sequences for reinforcement learning +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_trajectories ( + id SERIAL PRIMARY KEY, + state TEXT NOT NULL, + action TEXT NOT NULL, + outcome TEXT, + reward REAL DEFAULT 0.0, + context JSONB DEFAULT '{}', + created_at TIMESTAMPTZ DEFAULT NOW() +); + +CREATE INDEX IF NOT EXISTS idx_trajectories_state ON ruvector_hooks_trajectories(state); +CREATE INDEX IF NOT EXISTS idx_trajectories_reward ON ruvector_hooks_trajectories(reward DESC); +CREATE INDEX IF NOT EXISTS idx_trajectories_created ON ruvector_hooks_trajectories(created_at DESC); + +-- ============================================================================ +-- Error Patterns Table +-- Learned error patterns with suggested fixes +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_errors ( + id SERIAL PRIMARY KEY, + code TEXT NOT NULL UNIQUE, + error_type TEXT NOT NULL, + message TEXT, + fixes TEXT[] DEFAULT '{}', + occurrences INTEGER DEFAULT 1, + last_seen TIMESTAMPTZ DEFAULT NOW() +); + +CREATE INDEX IF NOT EXISTS idx_errors_code ON ruvector_hooks_errors(code); +CREATE INDEX IF NOT EXISTS idx_errors_type ON ruvector_hooks_errors(error_type); + +-- ============================================================================ +-- File Sequences Table +-- Tracks file edit sequences for predicting next files +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_file_sequences ( + id SERIAL PRIMARY KEY, + from_file TEXT NOT NULL, + to_file TEXT NOT NULL, + count INTEGER DEFAULT 1, + last_seen TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(from_file, to_file) +); + +CREATE INDEX IF NOT EXISTS idx_sequences_from ON ruvector_hooks_file_sequences(from_file); +CREATE INDEX IF NOT EXISTS idx_sequences_count ON ruvector_hooks_file_sequences(count DESC); + +-- ============================================================================ +-- Swarm Agents Table +-- Registered agents in the swarm with performance metrics +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_swarm_agents ( + id TEXT PRIMARY KEY, + agent_type TEXT NOT NULL, + capabilities TEXT[] DEFAULT '{}', + success_rate REAL DEFAULT 1.0, + task_count INTEGER DEFAULT 0, + status TEXT DEFAULT 'active', + created_at TIMESTAMPTZ DEFAULT NOW(), + updated_at TIMESTAMPTZ DEFAULT NOW() +); + +CREATE INDEX IF NOT EXISTS idx_agents_type ON ruvector_hooks_swarm_agents(agent_type); +CREATE INDEX IF NOT EXISTS idx_agents_status ON ruvector_hooks_swarm_agents(status); + +-- ============================================================================ +-- Swarm Edges Table +-- Coordination edges between agents +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_swarm_edges ( + id SERIAL PRIMARY KEY, + source_agent TEXT NOT NULL REFERENCES ruvector_hooks_swarm_agents(id) ON DELETE CASCADE, + target_agent TEXT NOT NULL REFERENCES ruvector_hooks_swarm_agents(id) ON DELETE CASCADE, + weight REAL DEFAULT 1.0, + coordination_count INTEGER DEFAULT 1, + last_coordination TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(source_agent, target_agent) +); + +CREATE INDEX IF NOT EXISTS idx_edges_source ON ruvector_hooks_swarm_edges(source_agent); +CREATE INDEX IF NOT EXISTS idx_edges_target ON ruvector_hooks_swarm_edges(target_agent); + +-- ============================================================================ +-- Session Stats Table +-- Global statistics for the intelligence layer +-- ============================================================================ +CREATE TABLE IF NOT EXISTS ruvector_hooks_stats ( + id INTEGER PRIMARY KEY DEFAULT 1, + session_count INTEGER DEFAULT 0, + last_session TIMESTAMPTZ DEFAULT NOW(), + total_edits INTEGER DEFAULT 0, + total_commands INTEGER DEFAULT 0, + total_errors_learned INTEGER DEFAULT 0, + CHECK (id = 1) -- Single row table +); + +INSERT INTO ruvector_hooks_stats (id) VALUES (1) ON CONFLICT (id) DO NOTHING; + +-- ============================================================================ +-- Helper Functions +-- ============================================================================ + +-- Update Q-value using Q-learning formula +CREATE OR REPLACE FUNCTION ruvector_hooks_update_q( + p_state TEXT, + p_action TEXT, + p_reward REAL, + p_alpha REAL DEFAULT 0.1 +) RETURNS VOID AS $$ +BEGIN + INSERT INTO ruvector_hooks_patterns (state, action, q_value, visits, last_update) + VALUES (p_state, p_action, p_reward * p_alpha, 1, NOW()) + ON CONFLICT (state, action) DO UPDATE SET + q_value = ruvector_hooks_patterns.q_value + p_alpha * (p_reward - ruvector_hooks_patterns.q_value), + visits = ruvector_hooks_patterns.visits + 1, + last_update = NOW(); +END; +$$ LANGUAGE plpgsql; + +-- Get best action for state +CREATE OR REPLACE FUNCTION ruvector_hooks_best_action( + p_state TEXT, + p_actions TEXT[] +) RETURNS TABLE(action TEXT, q_value REAL, confidence REAL) AS $$ +BEGIN + RETURN QUERY + SELECT + p.action, + p.q_value, + CASE WHEN p.q_value > 0 THEN LEAST(p.q_value, 1.0) ELSE 0.0 END as confidence + FROM ruvector_hooks_patterns p + WHERE p.state = p_state + AND p.action = ANY(p_actions) + ORDER BY p.q_value DESC + LIMIT 1; + + -- If no match found, return first action with 0 confidence + IF NOT FOUND THEN + RETURN QUERY SELECT p_actions[1], 0.0::REAL, 0.0::REAL; + END IF; +END; +$$ LANGUAGE plpgsql; + +-- Remember content with embedding +CREATE OR REPLACE FUNCTION ruvector_hooks_remember( + p_type TEXT, + p_content TEXT, + p_embedding REAL[] DEFAULT NULL, + p_metadata JSONB DEFAULT '{}' +) RETURNS INTEGER AS $$ +DECLARE + v_id INTEGER; +BEGIN + INSERT INTO ruvector_hooks_memories (memory_type, content, embedding, metadata) + VALUES (p_type, p_content, + CASE WHEN p_embedding IS NOT NULL THEN p_embedding::TEXT::ruvector ELSE NULL END, + p_metadata) + RETURNING id INTO v_id; + + -- Cleanup old memories (keep last 5000) + DELETE FROM ruvector_hooks_memories + WHERE id IN ( + SELECT id FROM ruvector_hooks_memories + ORDER BY created_at ASC + OFFSET 5000 + ); + + RETURN v_id; +END; +$$ LANGUAGE plpgsql; + +-- Recall from memory using semantic search +CREATE OR REPLACE FUNCTION ruvector_hooks_recall( + p_query_embedding REAL[], + p_limit INTEGER DEFAULT 5 +) RETURNS TABLE( + id INTEGER, + memory_type TEXT, + content TEXT, + metadata JSONB, + similarity REAL +) AS $$ +BEGIN + RETURN QUERY + SELECT + m.id, + m.memory_type, + m.content, + m.metadata, + 1.0 - (m.embedding <=> p_query_embedding::TEXT::ruvector) as similarity + FROM ruvector_hooks_memories m + WHERE m.embedding IS NOT NULL + ORDER BY m.embedding <=> p_query_embedding::TEXT::ruvector + LIMIT p_limit; +END; +$$ LANGUAGE plpgsql; + +-- Record file sequence +CREATE OR REPLACE FUNCTION ruvector_hooks_record_sequence( + p_from_file TEXT, + p_to_file TEXT +) RETURNS VOID AS $$ +BEGIN + INSERT INTO ruvector_hooks_file_sequences (from_file, to_file, count, last_seen) + VALUES (p_from_file, p_to_file, 1, NOW()) + ON CONFLICT (from_file, to_file) DO UPDATE SET + count = ruvector_hooks_file_sequences.count + 1, + last_seen = NOW(); +END; +$$ LANGUAGE plpgsql; + +-- Get suggested next files +CREATE OR REPLACE FUNCTION ruvector_hooks_suggest_next( + p_file TEXT, + p_limit INTEGER DEFAULT 3 +) RETURNS TABLE(to_file TEXT, count INTEGER) AS $$ +BEGIN + RETURN QUERY + SELECT fs.to_file, fs.count + FROM ruvector_hooks_file_sequences fs + WHERE fs.from_file = p_file + ORDER BY fs.count DESC + LIMIT p_limit; +END; +$$ LANGUAGE plpgsql; + +-- Record error pattern +CREATE OR REPLACE FUNCTION ruvector_hooks_record_error( + p_code TEXT, + p_type TEXT, + p_message TEXT DEFAULT NULL +) RETURNS VOID AS $$ +BEGIN + INSERT INTO ruvector_hooks_errors (code, error_type, message, occurrences, last_seen) + VALUES (p_code, p_type, p_message, 1, NOW()) + ON CONFLICT (code) DO UPDATE SET + occurrences = ruvector_hooks_errors.occurrences + 1, + last_seen = NOW(), + message = COALESCE(p_message, ruvector_hooks_errors.message); +END; +$$ LANGUAGE plpgsql; + +-- Register swarm agent +CREATE OR REPLACE FUNCTION ruvector_hooks_swarm_register( + p_id TEXT, + p_type TEXT, + p_capabilities TEXT[] DEFAULT '{}' +) RETURNS VOID AS $$ +BEGIN + INSERT INTO ruvector_hooks_swarm_agents (id, agent_type, capabilities) + VALUES (p_id, p_type, p_capabilities) + ON CONFLICT (id) DO UPDATE SET + agent_type = p_type, + capabilities = p_capabilities, + updated_at = NOW(); +END; +$$ LANGUAGE plpgsql; + +-- Record swarm coordination +CREATE OR REPLACE FUNCTION ruvector_hooks_swarm_coordinate( + p_source TEXT, + p_target TEXT, + p_weight REAL DEFAULT 1.0 +) RETURNS VOID AS $$ +BEGIN + INSERT INTO ruvector_hooks_swarm_edges (source_agent, target_agent, weight, coordination_count) + VALUES (p_source, p_target, p_weight, 1) + ON CONFLICT (source_agent, target_agent) DO UPDATE SET + weight = (ruvector_hooks_swarm_edges.weight + p_weight) / 2, + coordination_count = ruvector_hooks_swarm_edges.coordination_count + 1, + last_coordination = NOW(); +END; +$$ LANGUAGE plpgsql; + +-- Get swarm stats +CREATE OR REPLACE FUNCTION ruvector_hooks_swarm_stats() +RETURNS TABLE( + agent_count INTEGER, + edge_count INTEGER, + avg_success_rate REAL +) AS $$ +BEGIN + RETURN QUERY + SELECT + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_agents WHERE status = 'active'), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_edges), + (SELECT COALESCE(AVG(success_rate), 0.0)::REAL FROM ruvector_hooks_swarm_agents WHERE status = 'active'); +END; +$$ LANGUAGE plpgsql; + +-- Increment session count +CREATE OR REPLACE FUNCTION ruvector_hooks_session_start() +RETURNS VOID AS $$ +BEGIN + UPDATE ruvector_hooks_stats + SET session_count = session_count + 1, + last_session = NOW() + WHERE id = 1; +END; +$$ LANGUAGE plpgsql; + +-- Get full stats +CREATE OR REPLACE FUNCTION ruvector_hooks_get_stats() +RETURNS TABLE( + patterns INTEGER, + memories INTEGER, + trajectories INTEGER, + errors INTEGER, + sessions INTEGER, + agents INTEGER, + edges INTEGER +) AS $$ +BEGIN + RETURN QUERY + SELECT + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_patterns), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_memories), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_trajectories), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_errors), + (SELECT session_count FROM ruvector_hooks_stats WHERE id = 1), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_agents), + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_edges); +END; +$$ LANGUAGE plpgsql; + +-- ============================================================================ +-- Comments +-- ============================================================================ +COMMENT ON TABLE ruvector_hooks_patterns IS 'Q-learning patterns for agent routing decisions'; +COMMENT ON TABLE ruvector_hooks_memories IS 'Semantic memory with vector embeddings'; +COMMENT ON TABLE ruvector_hooks_trajectories IS 'Reinforcement learning trajectories'; +COMMENT ON TABLE ruvector_hooks_errors IS 'Learned error patterns and fixes'; +COMMENT ON TABLE ruvector_hooks_file_sequences IS 'File edit sequence predictions'; +COMMENT ON TABLE ruvector_hooks_swarm_agents IS 'Registered swarm agents'; +COMMENT ON TABLE ruvector_hooks_swarm_edges IS 'Agent coordination graph'; +COMMENT ON TABLE ruvector_hooks_stats IS 'Global intelligence statistics'; diff --git a/crates/ruvector-cli/src/cli/hooks.rs b/crates/ruvector-cli/src/cli/hooks.rs new file mode 100644 index 000000000..44f7ab831 --- /dev/null +++ b/crates/ruvector-cli/src/cli/hooks.rs @@ -0,0 +1,2213 @@ +//! Hooks CLI - Self-learning intelligence system for Claude Code integration +//! +//! Provides Q-learning based agent routing, error pattern recognition, +//! file sequence prediction, and swarm coordination. +//! +//! ## Hook Input/Output +//! +//! Claude Code hooks receive JSON via stdin and can output JSON for control flow. +//! See: https://docs.anthropic.com/en/docs/claude-code/hooks + +use crate::config::Config; +use anyhow::{Context, Result}; +use colored::*; +use flate2::read::GzDecoder; +use flate2::write::GzEncoder; +use flate2::Compression; +use lru::LruCache; +use serde::{Deserialize, Serialize}; +use std::cell::RefCell; +use std::collections::HashMap; +use std::fs::{self, File}; +use std::io::{self, BufRead, Read, Write}; +use std::num::NonZeroUsize; +use std::path::{Path, PathBuf}; +use std::time::{SystemTime, UNIX_EPOCH}; + +// === Hook Input Structures (from stdin JSON) === + +/// Universal hook input from Claude Code +#[derive(Debug, Clone, Deserialize, Default)] +#[serde(default)] +pub struct HookInput { + pub session_id: Option, + pub transcript_path: Option, + pub cwd: Option, + pub hook_event_name: Option, + // PreToolUse/PostToolUse specific + pub tool_name: Option, + pub tool_input: Option, + pub tool_response: Option, + pub tool_use_id: Option, + // Notification specific + pub notification_type: Option, + pub message: Option, + // PreCompact specific + pub trigger: Option, + // SessionStart specific + pub source: Option, +} + +/// Hook output for control flow +#[derive(Debug, Clone, Serialize, Default)] +#[serde(rename_all = "camelCase")] +pub struct HookOutput { + #[serde(skip_serializing_if = "Option::is_none")] + pub continue_execution: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub stop_reason: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub suppress_output: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub system_message: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub hook_specific_output: Option, +} + +/// Hook-specific output for context injection +#[derive(Debug, Clone, Serialize, Default)] +#[serde(rename_all = "camelCase")] +pub struct HookSpecificOutput { + #[serde(skip_serializing_if = "Option::is_none")] + pub additional_context: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub permission_decision: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub permission_decision_reason: Option, +} + +/// Try to parse stdin as JSON (non-blocking) +pub fn try_parse_stdin() -> Option { + // Check if stdin has data (non-blocking) + let stdin = io::stdin(); + let mut handle = stdin.lock(); + + // Try to read a line + let mut buffer = String::new(); + if handle.read_line(&mut buffer).ok()? > 0 { + // Try to parse as JSON + serde_json::from_str(&buffer).ok() + } else { + None + } +} + +/// Output JSON for context injection (PostToolUse) +pub fn output_context_injection(context: &str) { + let output = HookOutput { + hook_specific_output: Some(HookSpecificOutput { + additional_context: Some(context.to_string()), + ..Default::default() + }), + ..Default::default() + }; + if let Ok(json) = serde_json::to_string(&output) { + println!("{}", json); + } +} + +/// Hooks subcommands +#[derive(clap::Subcommand, Debug)] +pub enum HooksCommands { + /// Initialize hooks in current project + Init { + /// Force overwrite existing configuration + #[arg(long)] + force: bool, + + /// Initialize PostgreSQL backend (requires RUVECTOR_POSTGRES_URL) + #[arg(long)] + postgres: bool, + }, + + /// Install hooks into Claude settings + Install { + /// Claude settings directory + #[arg(long, default_value = ".claude")] + settings_dir: String, + }, + + /// Show intelligence statistics + Stats, + + // === Memory Commands === + /// Store content in semantic memory + Remember { + /// Memory type (edit, command, decision, pattern) + #[arg(short = 't', long)] + memory_type: String, + + /// Content to remember + content: Vec, + }, + + /// Search memory semantically + Recall { + /// Search query + query: Vec, + + /// Number of results + #[arg(short = 'k', long, default_value = "5")] + top_k: usize, + }, + + // === Learning Commands === + /// Record a learning trajectory + Learn { + /// State identifier + state: String, + + /// Action taken + action: String, + + /// Reward value (-1.0 to 1.0) + #[arg(short, long, default_value = "0.0")] + reward: f32, + }, + + /// Get action suggestion for state + Suggest { + /// Current state + state: String, + + /// Available actions (comma-separated) + #[arg(short, long)] + actions: String, + }, + + /// Route task to best agent + Route { + /// Task description + task: Vec, + + /// File being worked on + #[arg(long)] + file: Option, + + /// Crate/module context + #[arg(long)] + crate_name: Option, + + /// Operation type (edit, review, test) + #[arg(long, default_value = "edit")] + operation: String, + }, + + // === Hook Integrations === + /// Pre-edit intelligence hook + PreEdit { + /// File path + file: String, + }, + + /// Post-edit learning hook + PostEdit { + /// File path + file: String, + + /// Whether edit succeeded + #[arg(long)] + success: bool, + }, + + /// Pre-command intelligence hook + PreCommand { + /// Command being run + command: Vec, + }, + + /// Post-command learning hook + PostCommand { + /// Command that ran + command: Vec, + + /// Whether command succeeded + #[arg(long)] + success: bool, + + /// Stderr output (for error learning) + #[arg(long)] + stderr: Option, + }, + + // === Session Hooks === + /// Session start hook + SessionStart { + /// Session ID + #[arg(long)] + session_id: Option, + + /// Resume from previous session + #[arg(long)] + resume: bool, + }, + + /// Session end hook + SessionEnd { + /// Export metrics + #[arg(long)] + export_metrics: bool, + }, + + /// Pre-compact hook + PreCompact { + /// Conversation length + #[arg(long)] + length: Option, + + /// Auto-triggered compaction + #[arg(long)] + auto: bool, + }, + + /// Suggest context for user prompt (UserPromptSubmit hook) + SuggestContext, + + /// Track notification events + TrackNotification { + /// Notification type + #[arg(long)] + notification_type: Option, + }, + + // === Claude Code v2.0.55+ Features === + /// Process LSP diagnostic events (requires Claude Code 2.0.55+) + LspDiagnostic { + /// File with diagnostic + #[arg(long)] + file: Option, + + /// Diagnostic severity (error, warning, info, hint) + #[arg(long)] + severity: Option, + + /// Diagnostic message + #[arg(long)] + message: Option, + }, + + /// Recommend ultrathink mode for complex tasks + SuggestUltrathink { + /// Task description + task: Vec, + + /// File being worked on + #[arg(long)] + file: Option, + }, + + /// Coordinate async sub-agent execution + AsyncAgent { + /// Agent action (spawn, sync, complete) + #[arg(long, default_value = "spawn")] + action: String, + + /// Agent ID + #[arg(long)] + agent_id: Option, + + /// Task description + #[arg(long)] + task: Option, + }, + + // === V3 Intelligence Features === + /// Record error pattern for learning + RecordError { + /// Command that failed + command: String, + + /// Stderr output + stderr: String, + }, + + /// Get suggested fix for error code + SuggestFix { + /// Error code (e.g., E0308, TS2322) + error_code: String, + }, + + /// Suggest next files to edit + SuggestNext { + /// Current file + file: String, + + /// Number of suggestions + #[arg(short = 'n', long, default_value = "3")] + count: usize, + }, + + /// Check if tests should run + ShouldTest { + /// File that was edited + file: String, + }, + + // === Swarm Commands === + /// Register agent in swarm + SwarmRegister { + /// Agent ID + agent_id: String, + + /// Agent type + agent_type: String, + + /// Agent capabilities (comma-separated) + #[arg(long)] + capabilities: Option, + }, + + /// Record agent coordination + SwarmCoordinate { + /// Source agent + source: String, + + /// Target agent + target: String, + + /// Coordination weight + #[arg(long, default_value = "1.0")] + weight: f32, + }, + + /// Optimize task distribution + SwarmOptimize { + /// Tasks to distribute (comma-separated) + tasks: String, + }, + + /// Recommend agent for task type + SwarmRecommend { + /// Task type + task_type: String, + }, + + /// Handle agent failure + SwarmHeal { + /// Failed agent ID + agent_id: String, + }, + + /// Show swarm statistics + SwarmStats, + + /// Generate shell completions + Completions { + /// Shell type (bash, zsh, fish, powershell) + #[arg(value_enum)] + shell: ShellType, + }, + + /// Compress intelligence data for smaller storage + Compress, + + /// Show cache statistics + CacheStats, +} + +/// Shell types for completions +#[derive(clap::ValueEnum, Clone, Debug)] +pub enum ShellType { + Bash, + Zsh, + Fish, + PowerShell, +} + +// === Data Structures === + +/// Q-learning pattern entry +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct QPattern { + pub state: String, + pub action: String, + pub q_value: f32, + pub visits: u32, + pub last_update: u64, +} + +/// Memory entry +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct MemoryEntry { + pub id: String, + pub memory_type: String, + pub content: String, + pub embedding: Vec, + pub metadata: HashMap, + pub timestamp: u64, +} + +/// Learning trajectory +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct Trajectory { + pub id: String, + pub state: String, + pub action: String, + pub outcome: String, + pub reward: f32, + pub timestamp: u64, +} + +/// Error pattern +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ErrorPattern { + pub code: String, + pub error_type: String, + pub message: String, + pub fixes: Vec, + pub occurrences: u32, +} + +/// File edit sequence +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct FileSequence { + pub from_file: String, + pub to_file: String, + pub count: u32, +} + +/// Swarm agent +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct SwarmAgent { + pub id: String, + pub agent_type: String, + pub capabilities: Vec, + pub success_rate: f32, + pub task_count: u32, + pub status: String, +} + +/// Swarm edge (coordination) +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct SwarmEdge { + pub source: String, + pub target: String, + pub weight: f32, + pub coordination_count: u32, +} + +/// Intelligence storage +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct IntelligenceData { + pub patterns: HashMap, + pub memories: Vec, + pub trajectories: Vec, + pub errors: HashMap, + pub file_sequences: Vec, + pub agents: HashMap, + pub edges: Vec, + pub stats: IntelligenceStats, +} + +/// Intelligence statistics +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct IntelligenceStats { + pub total_patterns: u32, + pub total_memories: u32, + pub total_trajectories: u32, + pub total_errors: u32, + pub session_count: u32, + pub last_session: u64, +} + +/// Intelligence engine with optimizations +pub struct Intelligence { + data: IntelligenceData, + data_path: PathBuf, + alpha: f32, // Learning rate + gamma: f32, // Discount factor + epsilon: f32, // Exploration rate + dirty: bool, // Track if data needs saving + q_cache: RefCell>, // LRU cache for Q-values + use_compression: bool, // Use gzip compression +} + +impl Intelligence { + /// Create new intelligence engine with lazy loading + pub fn new(data_path: PathBuf) -> Self { + Self::with_options(data_path, false) + } + + /// Create with compression option + pub fn with_options(data_path: PathBuf, use_compression: bool) -> Self { + let data = Self::load_data(&data_path, use_compression).unwrap_or_default(); + Self { + data, + data_path, + alpha: 0.1, + gamma: 0.95, + epsilon: 0.1, + dirty: false, + q_cache: RefCell::new(LruCache::new(NonZeroUsize::new(1000).unwrap())), + use_compression, + } + } + + /// Create lightweight instance for read-only operations (lazy loading) + pub fn lazy() -> Self { + Self { + data: IntelligenceData::default(), + data_path: PathBuf::new(), + alpha: 0.1, + gamma: 0.95, + epsilon: 0.1, + dirty: false, + q_cache: RefCell::new(LruCache::new(NonZeroUsize::new(100).unwrap())), + use_compression: false, + } + } + + /// Load data from file (supports both JSON and compressed) + fn load_data(path: &Path, try_compressed: bool) -> Result { + let compressed_path = path.with_extension("json.gz"); + + // Try compressed first if enabled + if try_compressed && compressed_path.exists() { + let file = File::open(&compressed_path)?; + let mut decoder = GzDecoder::new(file); + let mut content = String::new(); + decoder.read_to_string(&mut content)?; + return Ok(serde_json::from_str(&content)?); + } + + // Fall back to JSON + if path.exists() { + let content = fs::read_to_string(path)?; + Ok(serde_json::from_str(&content)?) + } else { + Ok(IntelligenceData::default()) + } + } + + /// Save data to file (batch mode - only saves if dirty) + pub fn save(&mut self) -> Result<()> { + if !self.dirty { + return Ok(()); + } + self.force_save() + } + + /// Force save regardless of dirty flag + pub fn force_save(&mut self) -> Result<()> { + if let Some(parent) = self.data_path.parent() { + fs::create_dir_all(parent)?; + } + + let content = serde_json::to_string_pretty(&self.data)?; + + if self.use_compression { + let compressed_path = self.data_path.with_extension("json.gz"); + let file = File::create(&compressed_path)?; + let mut encoder = GzEncoder::new(file, Compression::fast()); + encoder.write_all(content.as_bytes())?; + encoder.finish()?; + // Remove uncompressed if exists + let _ = fs::remove_file(&self.data_path); + } else { + fs::write(&self.data_path, content)?; + } + + self.dirty = false; + Ok(()) + } + + /// Mark data as modified (for batch saves) + fn mark_dirty(&mut self) { + self.dirty = true; + } + + /// Check if data needs saving + pub fn is_dirty(&self) -> bool { + self.dirty + } + + /// Migrate to compressed storage + pub fn migrate_to_compressed(&mut self) -> Result<()> { + self.use_compression = true; + self.dirty = true; + self.force_save() + } + + /// Get current timestamp + fn now() -> u64 { + SystemTime::now() + .duration_since(UNIX_EPOCH) + .unwrap_or_default() + .as_secs() + } + + /// Generate simple embedding from text (hash-based for speed) + fn embed(&self, text: &str) -> Vec { + let mut embedding = vec![0.0f32; 64]; + for (i, c) in text.chars().enumerate() { + let idx = (c as usize + i * 7) % 64; + embedding[idx] += 1.0; + } + // Normalize + let norm: f32 = embedding.iter().map(|x| x * x).sum::().sqrt(); + if norm > 0.0 { + for v in &mut embedding { + *v /= norm; + } + } + embedding + } + + /// Cosine similarity between embeddings + fn similarity(a: &[f32], b: &[f32]) -> f32 { + if a.len() != b.len() { + return 0.0; + } + let dot: f32 = a.iter().zip(b.iter()).map(|(x, y)| x * y).sum(); + let norm_a: f32 = a.iter().map(|x| x * x).sum::().sqrt(); + let norm_b: f32 = b.iter().map(|x| x * x).sum::().sqrt(); + if norm_a > 0.0 && norm_b > 0.0 { + dot / (norm_a * norm_b) + } else { + 0.0 + } + } + + // === Memory Operations === + + /// Remember content + pub fn remember(&mut self, memory_type: &str, content: &str, metadata: HashMap) -> String { + let id = format!("mem_{}", Self::now()); + let embedding = self.embed(content); + + self.data.memories.push(MemoryEntry { + id: id.clone(), + memory_type: memory_type.to_string(), + content: content.to_string(), + embedding, + metadata, + timestamp: Self::now(), + }); + + // Limit memory size + if self.data.memories.len() > 5000 { + self.data.memories.drain(0..1000); + } + + self.data.stats.total_memories = self.data.memories.len() as u32; + id + } + + /// Recall from memory + pub fn recall(&self, query: &str, top_k: usize) -> Vec<&MemoryEntry> { + let query_embed = self.embed(query); + + let mut scored: Vec<_> = self.data.memories + .iter() + .map(|m| { + let score = Self::similarity(&query_embed, &m.embedding); + (score, m) + }) + .collect(); + + scored.sort_by(|a, b| b.0.partial_cmp(&a.0).unwrap_or(std::cmp::Ordering::Equal)); + scored.into_iter().take(top_k).map(|(_, m)| m).collect() + } + + // === Q-Learning Operations === + + /// Get Q-value for state-action pair (with LRU cache) + fn get_q(&self, state: &str, action: &str) -> f32 { + let key = format!("{}|{}", state, action); + + // Check cache first + if let Some(&cached) = self.q_cache.borrow_mut().get(&key) { + return cached; + } + + // Lookup in data + let value = self.data.patterns.get(&key).map(|p| p.q_value).unwrap_or(0.0); + + // Cache the result + self.q_cache.borrow_mut().put(key, value); + value + } + + /// Update Q-value (marks dirty for batch save) + fn update_q(&mut self, state: &str, action: &str, reward: f32) { + let key = format!("{}|{}", state, action); + let now = Self::now(); + let alpha = self.alpha; + + // Insert or update pattern + let new_q_value = { + let pattern = self.data.patterns.entry(key.clone()).or_insert(QPattern { + state: state.to_string(), + action: action.to_string(), + q_value: 0.0, + visits: 0, + last_update: 0, + }); + + // Q-learning update + pattern.q_value = pattern.q_value + alpha * (reward - pattern.q_value); + pattern.visits += 1; + pattern.last_update = now; + pattern.q_value + }; + + // Update stats after borrow is released + self.data.stats.total_patterns = self.data.patterns.len() as u32; + + // Update cache with new value + self.q_cache.borrow_mut().put(key, new_q_value); + + // Mark for batch save + self.mark_dirty(); + } + + /// Learn from trajectory + pub fn learn(&mut self, state: &str, action: &str, outcome: &str, reward: f32) -> String { + let id = format!("traj_{}", Self::now()); + + // Update Q-value + self.update_q(state, action, reward); + + // Store trajectory + self.data.trajectories.push(Trajectory { + id: id.clone(), + state: state.to_string(), + action: action.to_string(), + outcome: outcome.to_string(), + reward, + timestamp: Self::now(), + }); + + // Limit trajectories + if self.data.trajectories.len() > 1000 { + self.data.trajectories.drain(0..200); + } + + self.data.stats.total_trajectories = self.data.trajectories.len() as u32; + id + } + + /// Suggest best action for state + pub fn suggest(&self, state: &str, actions: &[String]) -> (String, f32) { + let mut best_action = actions.first().cloned().unwrap_or_default(); + let mut best_q = f32::MIN; + + for action in actions { + let q = self.get_q(state, action); + if q > best_q { + best_q = q; + best_action = action.clone(); + } + } + + let confidence = if best_q > 0.0 { best_q.min(1.0) } else { 0.0 }; + (best_action, confidence) + } + + /// Route to best agent + pub fn route(&self, task: &str, file: Option<&str>, crate_name: Option<&str>, operation: &str) -> (String, f32, String) { + let file_type = file + .and_then(|f| Path::new(f).extension()) + .and_then(|e| e.to_str()) + .unwrap_or("unknown"); + + let state = format!("{}_{}_in_{}", operation, file_type, crate_name.unwrap_or("project")); + + // Agent candidates based on file type + let agents: Vec = match file_type { + "rs" => vec!["rust-developer", "coder", "reviewer", "tester"], + "ts" | "tsx" | "js" | "jsx" => vec!["typescript-developer", "coder", "frontend-dev"], + "py" => vec!["python-developer", "coder", "ml-developer"], + "md" => vec!["docs-writer", "coder"], + "toml" | "json" | "yaml" => vec!["config-specialist", "coder"], + _ => vec!["coder", "reviewer"], + }.into_iter().map(String::from).collect(); + + let (agent, confidence) = self.suggest(&state, &agents); + + let reason = if confidence > 0.5 { + "learned from past success".to_string() + } else if confidence > 0.0 { + "based on patterns".to_string() + } else { + format!("default for {} files", file_type) + }; + + (agent, confidence, reason) + } + + // === Error Pattern Learning === + + /// Record error pattern + pub fn record_error(&mut self, command: &str, stderr: &str) -> Vec { + let mut recorded = Vec::new(); + + // Parse Rust errors + for line in stderr.lines() { + if let Some(code) = Self::extract_error_code(line) { + let key = code.clone(); + let pattern = self.data.errors.entry(key.clone()).or_insert(ErrorPattern { + code: code.clone(), + error_type: Self::classify_error(&code), + message: line.chars().take(200).collect(), + fixes: Vec::new(), + occurrences: 0, + }); + pattern.occurrences += 1; + recorded.push(code); + } + } + + self.data.stats.total_errors = self.data.errors.len() as u32; + recorded + } + + /// Extract error code from line + fn extract_error_code(line: &str) -> Option { + // Rust: error[E0308] + if let Some(start) = line.find("error[E") { + let rest = &line[start + 6..]; + if let Some(end) = rest.find(']') { + return Some(format!("E{}", &rest[1..end])); + } + } + // TypeScript: TS2322 + if let Some(start) = line.find("TS") { + let rest = &line[start..]; + let code: String = rest.chars().take_while(|c| c.is_alphanumeric()).collect(); + if code.len() >= 5 { + return Some(code); + } + } + None + } + + /// Classify error type + fn classify_error(code: &str) -> String { + match code { + c if c.starts_with("E03") => "type-error", + c if c.starts_with("E04") => "resolution-error", + c if c.starts_with("E05") => "lifetime-error", + c if c.starts_with("TS2") => "typescript-type-error", + _ => "unknown", + }.to_string() + } + + /// Suggest fix for error + pub fn suggest_fix(&self, error_code: &str) -> Option<&ErrorPattern> { + self.data.errors.get(error_code) + } + + // === File Sequence Prediction === + + /// Record file edit + pub fn record_file_edit(&mut self, file: &str, previous_file: Option<&str>) { + if let Some(prev) = previous_file { + let existing = self.data.file_sequences + .iter_mut() + .find(|s| s.from_file == prev && s.to_file == file); + + if let Some(seq) = existing { + seq.count += 1; + } else { + self.data.file_sequences.push(FileSequence { + from_file: prev.to_string(), + to_file: file.to_string(), + count: 1, + }); + } + } + } + + /// Suggest next files + pub fn suggest_next(&self, file: &str, count: usize) -> Vec<(&str, u32)> { + let mut suggestions: Vec<_> = self.data.file_sequences + .iter() + .filter(|s| s.from_file == file) + .map(|s| (s.to_file.as_str(), s.count)) + .collect(); + + suggestions.sort_by(|a, b| b.1.cmp(&a.1)); + suggestions.into_iter().take(count).collect() + } + + /// Check if tests should run + pub fn should_test(&self, file: &str) -> (bool, String) { + let file_type = Path::new(file) + .extension() + .and_then(|e| e.to_str()) + .unwrap_or(""); + + match file_type { + "rs" => { + let crate_match = file.contains("crates/"); + if crate_match { + let crate_name = file + .split("crates/") + .nth(1) + .and_then(|s| s.split('/').next()) + .unwrap_or("all"); + (true, format!("cargo test -p {}", crate_name)) + } else { + (true, "cargo test".to_string()) + } + } + "ts" | "tsx" | "js" | "jsx" => (true, "npm test".to_string()), + "py" => (true, "pytest".to_string()), + _ => (false, String::new()), + } + } + + // === Swarm Operations === + + /// Register agent + pub fn swarm_register(&mut self, id: &str, agent_type: &str, capabilities: Vec) { + self.data.agents.insert(id.to_string(), SwarmAgent { + id: id.to_string(), + agent_type: agent_type.to_string(), + capabilities, + success_rate: 1.0, + task_count: 0, + status: "active".to_string(), + }); + } + + /// Record coordination + pub fn swarm_coordinate(&mut self, source: &str, target: &str, weight: f32) { + let existing = self.data.edges + .iter_mut() + .find(|e| e.source == source && e.target == target); + + if let Some(edge) = existing { + edge.weight = (edge.weight + weight) / 2.0; + edge.coordination_count += 1; + } else { + self.data.edges.push(SwarmEdge { + source: source.to_string(), + target: target.to_string(), + weight, + coordination_count: 1, + }); + } + } + + /// Recommend agent for task + pub fn swarm_recommend(&self, task_type: &str) -> Option<&SwarmAgent> { + self.data.agents + .values() + .filter(|a| a.status == "active" && a.agent_type == task_type) + .max_by(|a, b| { + a.success_rate.partial_cmp(&b.success_rate).unwrap_or(std::cmp::Ordering::Equal) + }) + } + + /// Handle agent failure + pub fn swarm_heal(&mut self, agent_id: &str) -> Option { + if let Some(agent) = self.data.agents.get_mut(agent_id) { + agent.status = "failed".to_string(); + agent.success_rate *= 0.8; + } + + // Find replacement + let failed_type = self.data.agents.get(agent_id).map(|a| a.agent_type.clone())?; + self.data.agents + .values() + .filter(|a| a.status == "active" && a.agent_type == failed_type && a.id != agent_id) + .max_by(|a, b| a.success_rate.partial_cmp(&b.success_rate).unwrap_or(std::cmp::Ordering::Equal)) + .map(|a| a.id.clone()) + } + + /// Get swarm stats + pub fn swarm_stats(&self) -> (usize, usize, f32) { + let agent_count = self.data.agents.len(); + let edge_count = self.data.edges.len(); + let avg_success = if agent_count > 0 { + self.data.agents.values().map(|a| a.success_rate).sum::() / agent_count as f32 + } else { + 0.0 + }; + (agent_count, edge_count, avg_success) + } + + /// Get full stats + pub fn stats(&self) -> &IntelligenceStats { + &self.data.stats + } + + /// Get pattern count + pub fn pattern_count(&self) -> usize { + self.data.patterns.len() + } + + /// Get memory count + pub fn memory_count(&self) -> usize { + self.data.memories.len() + } +} + +// === Command Implementations === + +/// Get intelligence data path (cross-platform) +pub fn get_intelligence_path() -> PathBuf { + // Try HOME (Unix) then USERPROFILE (Windows) then HOMEPATH (Windows fallback) + let home = std::env::var("HOME") + .or_else(|_| std::env::var("USERPROFILE")) + .unwrap_or_else(|_| { + // Windows fallback: HOMEDRIVE + HOMEPATH + let drive = std::env::var("HOMEDRIVE").unwrap_or_default(); + let homepath = std::env::var("HOMEPATH").unwrap_or_default(); + if !drive.is_empty() && !homepath.is_empty() { + format!("{}{}", drive, homepath) + } else { + ".".to_string() + } + }); + + PathBuf::from(home).join(".ruvector").join("intelligence.json") +} + +/// Initialize PostgreSQL schema for hooks +fn init_postgres_schema() -> Result<()> { + use std::process::Command; + + // Check for PostgreSQL connection URL + let pg_url = std::env::var("RUVECTOR_POSTGRES_URL") + .or_else(|_| std::env::var("DATABASE_URL")) + .map_err(|_| anyhow::anyhow!( + "PostgreSQL URL not set. Set RUVECTOR_POSTGRES_URL or DATABASE_URL environment variable.\n\ + Example: export RUVECTOR_POSTGRES_URL=\"postgres://user:pass@localhost/ruvector\"" + ))?; + + println!("{}", "🐘 Initializing PostgreSQL schema...".cyan().bold()); + + // Embedded schema SQL + let schema_sql = include_str!("../../sql/hooks_schema.sql"); + + // Try psql first + let result = Command::new("psql") + .arg(&pg_url) + .arg("-c") + .arg(schema_sql) + .output(); + + match result { + Ok(output) => { + if output.status.success() { + println!("{}", "βœ… PostgreSQL schema applied successfully!".green().bold()); + println!("\n{}", "Tables created:".bold()); + println!(" β€’ ruvector_hooks_patterns (Q-learning)"); + println!(" β€’ ruvector_hooks_memories (Vector embeddings)"); + println!(" β€’ ruvector_hooks_trajectories (Learning history)"); + println!(" β€’ ruvector_hooks_errors (Error patterns)"); + println!(" β€’ ruvector_hooks_file_sequences (File predictions)"); + println!(" β€’ ruvector_hooks_swarm_agents (Swarm registry)"); + println!(" β€’ ruvector_hooks_swarm_edges (Coordination graph)"); + println!(" β€’ ruvector_hooks_stats (Global statistics)"); + println!("\n{}", "Functions created:".bold()); + println!(" β€’ ruvector_hooks_update_q, ruvector_hooks_best_action"); + println!(" β€’ ruvector_hooks_remember, ruvector_hooks_recall"); + println!(" β€’ ruvector_hooks_swarm_register, ruvector_hooks_swarm_stats"); + println!(" β€’ + 8 more helper functions"); + println!("\n{}", "Next steps:".bold()); + println!(" 1. Run 'ruvector hooks init' to create Claude Code hooks"); + println!(" 2. Build with: cargo build --features postgres"); + Ok(()) + } else { + let stderr = String::from_utf8_lossy(&output.stderr); + anyhow::bail!("Failed to apply schema: {}", stderr); + } + } + Err(e) => { + // psql not found, provide manual instructions + println!("{}", "⚠️ psql not found. Apply schema manually:".yellow().bold()); + println!("\n{}", "Option 1: Using psql".bold()); + println!(" psql $RUVECTOR_POSTGRES_URL -f crates/ruvector-cli/sql/hooks_schema.sql"); + println!("\n{}", "Option 2: Copy to clipboard (macOS)".bold()); + println!(" cat crates/ruvector-cli/sql/hooks_schema.sql | pbcopy"); + println!("\n{}", "Option 3: View schema".bold()); + println!(" cat crates/ruvector-cli/sql/hooks_schema.sql"); + anyhow::bail!("psql command not found: {}. See instructions above.", e); + } + } +} + +/// Initialize hooks +pub fn init_hooks(force: bool, postgres: bool, _config: &Config) -> Result<()> { + // Handle PostgreSQL initialization + if postgres { + return init_postgres_schema(); + } + + let claude_dir = PathBuf::from(".claude"); + let settings_path = claude_dir.join("settings.json"); + + if settings_path.exists() && !force { + println!("{}", "Hooks already initialized. Use --force to overwrite.".yellow()); + return Ok(()); + } + + fs::create_dir_all(&claude_dir)?; + + let hooks_config = serde_json::json!({ + "hooks": { + // Pre-tool hooks: provide guidance before actions + "PreToolUse": [{ + "matcher": "Edit|Write|MultiEdit", + "hooks": [{ + "type": "command", + "command": "ruvector hooks pre-edit \"$TOOL_INPUT_FILE_PATH\"", + "timeout": 3000 + }] + }, { + "matcher": "Bash", + "hooks": [{ + "type": "command", + "command": "ruvector hooks pre-command \"$TOOL_INPUT_COMMAND\"", + "timeout": 3000 + }] + }, { + "matcher": "Task", + "hooks": [{ + "type": "command", + "command": "ruvector hooks swarm-recommend \"$TOOL_INPUT_SUBAGENT_TYPE\"", + "timeout": 2000 + }, { + // Claude Code v2.0.55+: Register async sub-agent + "type": "command", + "command": "ruvector hooks async-agent --action spawn --agent-id \"$TOOL_INPUT_SUBAGENT_TYPE\" --task \"$TOOL_INPUT_PROMPT\"", + "timeout": 1000 + }] + }], + // Post-tool hooks: record outcomes for learning + "PostToolUse": [{ + "matcher": "Edit|Write|MultiEdit", + "hooks": [{ + "type": "command", + "command": "ruvector hooks post-edit \"$TOOL_INPUT_FILE_PATH\" --success=$TOOL_STATUS", + "timeout": 3000 + }] + }, { + "matcher": "Bash", + "hooks": [{ + "type": "command", + "command": "ruvector hooks post-command \"$TOOL_INPUT_COMMAND\" --success=$TOOL_STATUS", + "timeout": 3000 + }] + }, { + // Claude Code v2.0.55+: LSP diagnostics integration + "matcher": "LSP", + "hooks": [{ + "type": "command", + "command": "ruvector hooks lsp-diagnostic --file \"$TOOL_INPUT_FILE\" --severity \"$TOOL_INPUT_SEVERITY\" --message \"$TOOL_INPUT_MESSAGE\"", + "timeout": 2000 + }] + }, { + // Claude Code v2.0.55+: Async sub-agent completion tracking + "matcher": "Task", + "hooks": [{ + "type": "command", + "command": "ruvector hooks async-agent --action complete --agent-id \"$TOOL_INPUT_SUBAGENT_TYPE\"", + "timeout": 2000 + }] + }], + // Session lifecycle hooks + "SessionStart": [{ + "matcher": "startup", + "hooks": [{ + "type": "command", + "command": "ruvector hooks session-start", + "timeout": 5000 + }] + }, { + "matcher": "resume", + "hooks": [{ + "type": "command", + "command": "ruvector hooks session-start --resume", + "timeout": 3000 + }] + }], + "Stop": [{ + "hooks": [{ + "type": "command", + "command": "ruvector hooks session-end --export-metrics", + "timeout": 5000 + }] + }], + // Context compaction hooks + "PreCompact": [{ + "matcher": "auto", + "hooks": [{ + "type": "command", + "command": "ruvector hooks pre-compact --auto", + "timeout": 3000 + }] + }, { + "matcher": "manual", + "hooks": [{ + "type": "command", + "command": "ruvector hooks pre-compact", + "timeout": 3000 + }] + }], + // User prompt injection (inject learned context) + "UserPromptSubmit": [{ + "hooks": [{ + "type": "command", + "command": "ruvector hooks suggest-context", + "timeout": 2000 + }] + }], + // Notification tracking + "Notification": [{ + "matcher": ".*", + "hooks": [{ + "type": "command", + "command": "ruvector hooks track-notification", + "timeout": 1000 + }] + }] + } + }); + + fs::write(&settings_path, serde_json::to_string_pretty(&hooks_config)?)?; + + println!("{}", "βœ… Hooks initialized!".green().bold()); + println!(" Created: {}", settings_path.display()); + println!("\n{}", "Next steps:".bold()); + println!(" 1. Restart Claude Code to activate hooks"); + println!(" 2. Run 'ruvector hooks stats' to verify"); + + Ok(()) +} + +/// Install hooks +pub fn install_hooks(settings_dir: &str, _config: &Config) -> Result<()> { + let settings_path = PathBuf::from(settings_dir).join("settings.json"); + + if !settings_path.exists() { + return init_hooks(false, false, _config); + } + + let content = fs::read_to_string(&settings_path)?; + let mut settings: serde_json::Value = serde_json::from_str(&content)?; + + // Add hooks if not present + if settings.get("hooks").is_none() { + settings["hooks"] = serde_json::json!({ + "SessionStart": [{ + "hooks": [{ + "type": "command", + "command": "ruvector hooks session-start" + }] + }] + }); + fs::write(&settings_path, serde_json::to_string_pretty(&settings)?)?; + println!("{}", "βœ… Hooks installed!".green().bold()); + } else { + println!("{}", "Hooks already installed.".yellow()); + } + + Ok(()) +} + +/// Show stats +pub fn show_stats(_config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let stats = intel.stats(); + + println!("{}", "🧠 RuVector Intelligence Stats".bold().cyan()); + println!(); + println!(" {} Q-learning patterns", stats.total_patterns.to_string().green()); + println!(" {} vector memories", stats.total_memories.to_string().green()); + println!(" {} learning trajectories", stats.total_trajectories.to_string().green()); + println!(" {} error patterns", stats.total_errors.to_string().green()); + println!(); + + let (agents, edges, avg_success) = intel.swarm_stats(); + println!("{}", "Swarm Status:".bold()); + println!(" {} agents registered", agents.to_string().cyan()); + println!(" {} coordination edges", edges.to_string().cyan()); + if avg_success.is_nan() || avg_success == 0.0 { + println!(" {}% average success rate", "N/A".cyan()); + } else { + println!(" {:.0}% average success rate", (avg_success * 100.0).to_string().cyan()); + } + + Ok(()) +} + +/// Remember content +pub fn remember_content(memory_type: &str, content: &str, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + let id = intel.remember(memory_type, content, HashMap::new()); + intel.save()?; + + println!("{}", serde_json::json!({ "success": true, "id": id })); + Ok(()) +} + +/// Recall from memory +pub fn recall_content(query: &str, top_k: usize, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let results = intel.recall(query, top_k); + + let output: Vec<_> = results.iter().map(|m| { + serde_json::json!({ + "type": m.memory_type, + "content": m.content.chars().take(200).collect::(), + "timestamp": m.timestamp + }) + }).collect(); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "query": query, + "results": output + }))?); + + Ok(()) +} + +/// Learn trajectory +pub fn learn_trajectory(state: &str, action: &str, reward: f32, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + let id = intel.learn(state, action, "recorded", reward); + intel.save()?; + + println!("{}", serde_json::json!({ + "success": true, + "id": id, + "state": state, + "action": action, + "reward": reward + })); + + Ok(()) +} + +/// Suggest action +pub fn suggest_action(state: &str, actions_str: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let actions: Vec = actions_str.split(',').map(|s| s.trim().to_string()).collect(); + let (action, confidence) = intel.suggest(state, &actions); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "state": state, + "action": action, + "confidence": confidence, + "explored": confidence == 0.0 + }))?); + + Ok(()) +} + +/// Route to agent +pub fn route_task(task: &str, file: Option<&str>, crate_name: Option<&str>, operation: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let (agent, confidence, reason) = intel.route(task, file, crate_name, operation); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "task": task, + "recommended": agent, + "confidence": confidence, + "reasoning": reason, + "file": file, + "crate": crate_name + }))?); + + Ok(()) +} + +/// Pre-edit hook +pub fn pre_edit_hook(file: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + + let file_type = Path::new(file) + .extension() + .and_then(|e| e.to_str()) + .unwrap_or("unknown"); + + let crate_name = file + .split("crates/") + .nth(1) + .and_then(|s| s.split('/').next()); + + let (agent, confidence, reason) = intel.route( + &format!("edit {}", file), + Some(file), + crate_name, + "edit" + ); + + let similar = intel.recall(&format!("edit {} {}", file_type, crate_name.unwrap_or("")), 3); + + println!("{}", "🧠 Intelligence Analysis:".bold()); + println!(" πŸ“ {}/{}", + crate_name.unwrap_or("project").cyan(), + Path::new(file).file_name().unwrap_or_default().to_string_lossy() + ); + println!(" πŸ€– Recommended: {} ({:.0}% confidence)", + agent.green().bold(), + confidence * 100.0 + ); + if !reason.is_empty() { + println!(" β†’ {}", reason.dimmed()); + } + if !similar.is_empty() { + println!(" πŸ“š {} similar past edits found", similar.len()); + } + + Ok(()) +} + +/// Post-edit hook +pub fn post_edit_hook(file: &str, success: bool, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + let file_type = Path::new(file) + .extension() + .and_then(|e| e.to_str()) + .unwrap_or("unknown"); + + let crate_name = file + .split("crates/") + .nth(1) + .and_then(|s| s.split('/').next()); + + let state = format!("edit_{}_in_{}", file_type, crate_name.unwrap_or("project")); + let action = if success { "successful-edit" } else { "failed-edit" }; + let reward = if success { 1.0 } else { -0.5 }; + + intel.learn(&state, action, if success { "completed" } else { "failed" }, reward); + intel.remember( + "edit", + &format!("{} edit of {} in {}", + if success { "successful" } else { "failed" }, + file_type, + crate_name.unwrap_or("project") + ), + HashMap::new() + ); + + intel.save()?; + + let icon = if success { "βœ…" } else { "❌" }; + println!("πŸ“Š Learning recorded: {} {}", + icon, + Path::new(file).file_name().unwrap_or_default().to_string_lossy() + ); + + // Suggest tests + let (should_test, test_cmd) = intel.should_test(file); + if should_test { + println!(" πŸ§ͺ Consider: {}", test_cmd.cyan()); + } + + // Suggest next files + let next = intel.suggest_next(file, 2); + if !next.is_empty() { + let files: Vec<_> = next.iter() + .map(|(f, _)| Path::new(f).file_name().unwrap_or_default().to_string_lossy().to_string()) + .collect(); + println!(" πŸ“ Often edit next: {}", files.join(", ").dimmed()); + } + + Ok(()) +} + +/// Pre-command hook +pub fn pre_command_hook(command: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + + let cmd_type = if command.starts_with("cargo") { "cargo" } + else if command.starts_with("npm") { "npm" } + else if command.starts_with("git") { "git" } + else if command.starts_with("wasm-pack") { "wasm" } + else { "other" }; + + let state = format!("{}_in_general", cmd_type); + let actions = vec!["command-succeeded".to_string(), "command-failed".to_string()]; + let (suggestion, confidence) = intel.suggest(&state, &actions); + + println!("🧠 Command: {}", cmd_type.cyan()); + if confidence > 0.3 { + println!(" πŸ’‘ Likely: {}", suggestion); + } + + Ok(()) +} + +/// Post-command hook +pub fn post_command_hook(command: &str, success: bool, stderr: Option<&str>, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + let cmd_type = if command.starts_with("cargo") { "cargo" } + else if command.starts_with("npm") { "npm" } + else if command.starts_with("git") { "git" } + else if command.starts_with("wasm-pack") { "wasm" } + else { "other" }; + + let state = format!("{}_in_general", cmd_type); + let action = if success { "command-succeeded" } else { "command-failed" }; + let reward = if success { 1.0 } else { -0.5 }; + + intel.learn(&state, action, &command.chars().take(100).collect::(), reward); + + // Record errors if failed + if !success { + if let Some(err) = stderr { + let errors = intel.record_error(command, err); + if !errors.is_empty() { + println!("πŸ“Š Command ❌ recorded ({} error patterns learned)", errors.len()); + for code in errors.iter().take(2) { + if let Some(pattern) = intel.suggest_fix(code) { + if !pattern.fixes.is_empty() { + println!(" πŸ’‘ {}: {}", code, pattern.fixes[0]); + } + } + } + intel.save()?; + return Ok(()); + } + } + } + + intel.save()?; + + let icon = if success { "βœ…" } else { "❌" }; + println!("πŸ“Š Command {} recorded", icon); + + Ok(()) +} + +/// Session start hook +pub fn session_start_hook(_session_id: Option<&str>, resume: bool, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + if !resume { + intel.data.stats.session_count += 1; + } + intel.data.stats.last_session = Intelligence::now(); + intel.mark_dirty(); + intel.save()?; + + let stats = intel.stats(); + + if resume { + println!("{}", "🧠 RuVector Intelligence Layer Resumed".bold().cyan()); + } else { + println!("{}", "🧠 RuVector Intelligence Layer Active".bold().cyan()); + } + println!(); + println!("⚑ Intelligence guides: agent routing, error fixes, file sequences"); + + // Show quick stats on startup + if stats.total_patterns > 0 || stats.total_memories > 0 { + println!(" {} patterns | {} memories | {} sessions", + stats.total_patterns, stats.total_memories, stats.session_count); + } + + Ok(()) +} + +/// Session end hook +pub fn session_end_hook(export_metrics: bool, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + intel.save()?; // Final save + + if export_metrics { + let stats = intel.stats(); + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "patterns": stats.total_patterns, + "memories": stats.total_memories, + "trajectories": stats.total_trajectories, + "errors": stats.total_errors, + "sessions": stats.session_count + }))?); + } + + println!("{}", "πŸ“Š Session ended. Learning data saved.".green()); + + Ok(()) +} + +/// Pre-compact hook +pub fn pre_compact_hook(length: Option, auto: bool, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let stats = intel.stats(); + + if auto { + // Auto-compact: just save critical state silently + println!("πŸ—œοΈ Pre-compact: {} trajectories, {} memories saved", + stats.total_trajectories, stats.total_memories); + } else { + // Manual compact: show full summary + println!("{}", "πŸ—œοΈ Pre-compact Summary".bold().cyan()); + println!(" Conversation length: {}", length.unwrap_or(0)); + println!(" Patterns learned: {}", stats.total_patterns); + println!(" Memories stored: {}", stats.total_memories); + println!(" Trajectories: {}", stats.total_trajectories); + println!(" Error patterns: {}", stats.total_errors); + } + + Ok(()) +} + +/// Suggest context for user prompt (UserPromptSubmit hook) +/// Returns learned patterns and suggestions to inject into Claude's context +pub fn suggest_context_cmd(_config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let stats = intel.stats(); + + // Only output if we have learned patterns + if stats.total_patterns > 0 || stats.total_errors > 0 { + // Output goes to stdout and gets injected as context + println!("RuVector Intelligence: {} learned patterns, {} error fixes available. Use 'ruvector hooks route' for agent suggestions.", + stats.total_patterns, stats.total_errors); + } + + Ok(()) +} + +/// Track notification events +pub fn track_notification_cmd(notification_type: Option<&str>, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + // Track notification as a learning trajectory + if let Some(ntype) = notification_type { + intel.learn(&format!("notification:{}", ntype), "observed", "tracked", 0.0); + intel.save()?; + } + + Ok(()) +} + +/// Record error +pub fn record_error_cmd(command: &str, stderr: &str, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + let errors = intel.record_error(command, stderr); + intel.save()?; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "recorded": errors.len(), + "errors": errors + }))?); + + Ok(()) +} + +/// Suggest fix +pub fn suggest_fix_cmd(error_code: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + + if let Some(pattern) = intel.suggest_fix(error_code) { + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "code": pattern.code, + "type": pattern.error_type, + "occurrences": pattern.occurrences, + "fixes": pattern.fixes + }))?); + } else { + println!("{}", serde_json::json!({ + "code": error_code, + "found": false + })); + } + + Ok(()) +} + +/// Suggest next files +pub fn suggest_next_cmd(file: &str, count: usize, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let suggestions = intel.suggest_next(file, count); + + let output: Vec<_> = suggestions.iter().map(|(f, c)| { + serde_json::json!({ + "file": f, + "count": c + }) + }).collect(); + + println!("{}", serde_json::to_string_pretty(&output)?); + + Ok(()) +} + +/// Should test +pub fn should_test_cmd(file: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let (suggest, command) = intel.should_test(file); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "suggest": suggest, + "command": command + }))?); + + Ok(()) +} + +/// Swarm register +pub fn swarm_register_cmd(agent_id: &str, agent_type: &str, capabilities: Option<&str>, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + let caps: Vec = capabilities + .map(|s| s.split(',').map(|c| c.trim().to_string()).collect()) + .unwrap_or_default(); + + intel.swarm_register(agent_id, agent_type, caps); + intel.save()?; + + println!("{}", serde_json::json!({ + "success": true, + "agent_id": agent_id, + "type": agent_type + })); + + Ok(()) +} + +/// Swarm coordinate +pub fn swarm_coordinate_cmd(source: &str, target: &str, weight: f32, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + intel.swarm_coordinate(source, target, weight); + intel.save()?; + + println!("{}", serde_json::json!({ + "success": true, + "source": source, + "target": target, + "weight": weight + })); + + Ok(()) +} + +/// Swarm optimize +pub fn swarm_optimize_cmd(tasks: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let task_list: Vec<&str> = tasks.split(',').map(|s| s.trim()).collect(); + + let assignments: Vec<_> = task_list.iter().map(|task| { + let (agent, edges, _) = intel.swarm_stats(); + serde_json::json!({ + "task": task, + "available_agents": agent, + "coordination_edges": edges + }) + }).collect(); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "tasks": task_list.len(), + "assignments": assignments + }))?); + + Ok(()) +} + +/// Swarm recommend +pub fn swarm_recommend_cmd(task_type: &str, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + + if let Some(agent) = intel.swarm_recommend(task_type) { + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "task_type": task_type, + "recommended": agent.id, + "success_rate": agent.success_rate, + "capabilities": agent.capabilities + }))?); + } else { + println!("{}", serde_json::json!({ + "task_type": task_type, + "recommended": null, + "message": "No matching agent found" + })); + } + + Ok(()) +} + +/// Swarm heal +pub fn swarm_heal_cmd(agent_id: &str, _config: &Config) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + let replacement = intel.swarm_heal(agent_id); + intel.save()?; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "failed_agent": agent_id, + "replacement": replacement, + "healed": replacement.is_some() + }))?); + + Ok(()) +} + +/// Swarm stats +pub fn swarm_stats_cmd(_config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let (agents, edges, avg_success) = intel.swarm_stats(); + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "agents": agents, + "edges": edges, + "average_success_rate": avg_success, + "topology": "mesh" + }))?); + + Ok(()) +} + +// === Claude Code v2.0.55+ Feature Commands === + +/// Process LSP diagnostic events +pub fn lsp_diagnostic_cmd( + file: Option<&str>, + severity: Option<&str>, + message: Option<&str>, + _config: &Config, +) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + // Parse stdin for full diagnostic info + let stdin_input = try_parse_stdin(); + + let file = file + .or_else(|| stdin_input.as_ref().and_then(|i| i.tool_input.as_ref() + .and_then(|t| t.get("file").and_then(|f| f.as_str())))) + .unwrap_or("unknown"); + + let severity = severity.unwrap_or("error"); + let message = message.unwrap_or(""); + + // Learn from diagnostic patterns + let state = format!("lsp:{}:{}", severity, file.split('/').last().unwrap_or(file)); + intel.learn(&state, "diagnostic", severity, if severity == "error" { -0.5 } else { 0.0 }); + intel.save()?; + + // Output JSON for context injection + if severity == "error" { + let output = HookOutput { + hook_specific_output: Some(HookSpecificOutput { + additional_context: Some(format!( + "LSP reports {} in {}: {}. Consider fixing before proceeding.", + severity, file, message + )), + ..Default::default() + }), + ..Default::default() + }; + println!("{}", serde_json::to_string(&output)?); + } + + Ok(()) +} + +/// Recommend ultrathink mode for complex tasks +pub fn suggest_ultrathink_cmd(task: &str, file: Option<&str>, _config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + + // Complexity indicators that suggest ultrathink + let complexity_patterns = [ + ("algorithm", 0.8), + ("optimize", 0.7), + ("refactor", 0.6), + ("debug", 0.7), + ("performance", 0.7), + ("concurrent", 0.8), + ("async", 0.6), + ("architecture", 0.8), + ("security", 0.7), + ("cryptograph", 0.9), + ("distributed", 0.8), + ("consensus", 0.9), + ("neural", 0.8), + ("ml", 0.7), + ("complex", 0.6), + ]; + + let task_lower = task.to_lowercase(); + let mut complexity_score = 0.0; + let mut matched_patterns = Vec::new(); + + for (pattern, weight) in complexity_patterns { + if task_lower.contains(pattern) { + complexity_score += weight; + matched_patterns.push(pattern); + } + } + + // Check file extension for inherent complexity + if let Some(f) = file { + if f.ends_with(".rs") || f.ends_with(".cpp") || f.ends_with(".go") { + complexity_score += 0.2; + } + } + + // Check learned patterns + let state = format!("task:{}", task_lower.split_whitespace().next().unwrap_or("unknown")); + let (_, q_value) = intel.suggest(&state, &["ultrathink".to_string(), "normal".to_string()]); + if q_value > 0.5 { + complexity_score += 0.3; + } + + let recommend_ultrathink = complexity_score >= 0.6; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "task": task, + "complexity_score": complexity_score, + "recommend_ultrathink": recommend_ultrathink, + "matched_patterns": matched_patterns, + "suggestion": if recommend_ultrathink { + "Consider using 'ultrathink' for this complex task" + } else { + "Standard reasoning should suffice" + } + }))?); + + Ok(()) +} + +/// Coordinate async sub-agent execution +pub fn async_agent_cmd( + action: &str, + agent_id: Option<&str>, + task: Option<&str>, + _config: &Config, +) -> Result<()> { + let mut intel = Intelligence::new(get_intelligence_path()); + + match action { + "spawn" => { + let default_id = format!("async-{}", std::time::SystemTime::now() + .duration_since(std::time::UNIX_EPOCH) + .unwrap_or_default() + .as_millis()); + let agent_id = agent_id.unwrap_or(&default_id); + let task = task.unwrap_or("unknown"); + + // Register async agent + intel.swarm_register(agent_id, "async-subagent", vec!["parallel".to_string()]); + intel.learn(&format!("async:{}", agent_id), "spawned", "active", 0.0); + intel.save()?; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "action": "spawn", + "agent_id": agent_id, + "task": task, + "status": "spawned", + "coordination": "async" + }))?); + } + "sync" => { + // Record coordination between async agents + if let Some(id) = agent_id { + intel.learn(&format!("async:{}", id), "sync", "waiting", 0.1); + intel.save()?; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "action": "sync", + "agent_id": id, + "status": "synchronizing" + }))?); + } + } + "complete" => { + if let Some(id) = agent_id { + intel.learn(&format!("async:{}", id), "complete", "finished", 1.0); + intel.save()?; + + println!("{}", serde_json::to_string_pretty(&serde_json::json!({ + "action": "complete", + "agent_id": id, + "status": "completed", + "reward": 1.0 + }))?); + } + } + _ => { + println!("{}", serde_json::json!({ + "error": format!("Unknown action: {}. Use spawn, sync, or complete.", action) + })); + } + } + + Ok(()) +} + +// === Optimization Commands === + +/// Generate shell completions +pub fn generate_completions(shell: ShellType) -> Result<()> { + + // We need to get the parent CLI struct, but since we're in a submodule, + // we'll generate a standalone completions script + let completions = match shell { + ShellType::Bash => r#"# Bash completion for ruvector hooks +_ruvector_hooks() { + local cur prev commands + COMPREPLY=() + cur="${COMP_WORDS[COMP_CWORD]}" + prev="${COMP_WORDS[COMP_CWORD-1]}" + + if [[ ${COMP_CWORD} -eq 2 ]]; then + commands="init install stats remember recall learn suggest route pre-edit post-edit pre-command post-command session-start session-end pre-compact record-error suggest-fix suggest-next should-test swarm-register swarm-coordinate swarm-optimize swarm-recommend swarm-heal swarm-stats completions compress cache-stats" + COMPREPLY=( $(compgen -W "${commands}" -- ${cur}) ) + return 0 + fi +} +complete -F _ruvector_hooks ruvector +"#, + ShellType::Zsh => r#"#compdef ruvector + +_ruvector_hooks() { + local -a commands + commands=( + 'init:Initialize hooks in current project' + 'install:Install hooks into Claude settings' + 'stats:Show intelligence statistics' + 'remember:Store content in semantic memory' + 'recall:Search memory semantically' + 'learn:Record a learning trajectory' + 'suggest:Get action suggestion for state' + 'route:Route task to best agent' + 'pre-edit:Pre-edit intelligence hook' + 'post-edit:Post-edit learning hook' + 'pre-command:Pre-command intelligence hook' + 'post-command:Post-command learning hook' + 'session-start:Session start hook' + 'session-end:Session end hook' + 'pre-compact:Pre-compact hook' + 'record-error:Record error pattern' + 'suggest-fix:Get fix for error code' + 'suggest-next:Suggest next files' + 'should-test:Check if tests should run' + 'swarm-register:Register agent in swarm' + 'swarm-coordinate:Record coordination' + 'swarm-optimize:Optimize task distribution' + 'swarm-recommend:Recommend agent for task' + 'swarm-heal:Handle agent failure' + 'swarm-stats:Show swarm statistics' + 'completions:Generate shell completions' + 'compress:Compress intelligence data' + 'cache-stats:Show cache statistics' + ) + _describe 'command' commands +} + +_ruvector() { + local line + _arguments -C \ + "1: :->cmds" \ + "*::arg:->args" + case $line[1] in + hooks) + _ruvector_hooks + ;; + esac +} + +compdef _ruvector ruvector +"#, + ShellType::Fish => r#"# Fish completion for ruvector hooks +complete -c ruvector -n "__fish_use_subcommand" -a hooks -d "Self-learning intelligence hooks" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a init -d "Initialize hooks" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a install -d "Install hooks into Claude settings" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a stats -d "Show intelligence statistics" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a remember -d "Store content in memory" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a recall -d "Search memory" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a learn -d "Record learning trajectory" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a suggest -d "Get action suggestion" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a route -d "Route task to agent" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a pre-edit -d "Pre-edit hook" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a post-edit -d "Post-edit hook" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a session-start -d "Session start hook" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a session-end -d "Session end hook" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a swarm-stats -d "Show swarm stats" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a completions -d "Generate completions" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a compress -d "Compress storage" +complete -c ruvector -n "__fish_seen_subcommand_from hooks" -a cache-stats -d "Show cache stats" +"#, + ShellType::PowerShell => r#"# PowerShell completion for ruvector hooks +Register-ArgumentCompleter -Native -CommandName ruvector -ScriptBlock { + param($wordToComplete, $commandAst, $cursorPosition) + $commands = @( + 'init', 'install', 'stats', 'remember', 'recall', 'learn', 'suggest', 'route', + 'pre-edit', 'post-edit', 'pre-command', 'post-command', 'session-start', + 'session-end', 'pre-compact', 'record-error', 'suggest-fix', 'suggest-next', + 'should-test', 'swarm-register', 'swarm-coordinate', 'swarm-optimize', + 'swarm-recommend', 'swarm-heal', 'swarm-stats', 'completions', 'compress', 'cache-stats' + ) + $commands | Where-Object { $_ -like "$wordToComplete*" } | ForEach-Object { + [System.Management.Automation.CompletionResult]::new($_, $_, 'ParameterValue', $_) + } +} +"#, + }; + + println!("{}", completions); + println!("\n# To install, add this to your shell config:"); + match shell { + ShellType::Bash => println!("# Add to ~/.bashrc or ~/.bash_profile"), + ShellType::Zsh => println!("# Add to ~/.zshrc"), + ShellType::Fish => println!("# Save to ~/.config/fish/completions/ruvector.fish"), + ShellType::PowerShell => println!("# Add to your PowerShell profile"), + } + + Ok(()) +} + +/// Compress intelligence storage +pub fn compress_storage(_config: &Config) -> Result<()> { + let path = get_intelligence_path(); + let compressed_path = path.with_extension("json.gz"); + + if !path.exists() { + println!("{}", "No intelligence data found to compress.".yellow()); + return Ok(()); + } + + // Get original size + let original_size = fs::metadata(&path)?.len(); + + // Migrate to compressed + let mut intel = Intelligence::with_options(path.clone(), true); + intel.migrate_to_compressed()?; + + // Get compressed size + let compressed_size = fs::metadata(&compressed_path)?.len(); + let ratio = (1.0 - (compressed_size as f64 / original_size as f64)) * 100.0; + + println!("{}", "βœ… Storage compressed!".green()); + println!(" Original: {} bytes", original_size); + println!(" Compressed: {} bytes", compressed_size); + println!(" Saved: {:.1}%", ratio); + + Ok(()) +} + +/// Show cache statistics +pub fn cache_stats(_config: &Config) -> Result<()> { + let intel = Intelligence::new(get_intelligence_path()); + let stats = intel.stats(); + let cache_size = 1000; // Our default LRU cache size + + println!("{}", "🧠 Cache Statistics".cyan().bold()); + println!(); + println!(" LRU Cache Size: {} entries", cache_size); + println!(" Patterns in DB: {}", stats.total_patterns); + println!(" Memories in DB: {}", stats.total_memories); + println!(" Trajectories: {}", stats.total_trajectories); + println!(); + println!("{}", "Performance Benefits:".bold()); + println!(" - LRU cache: ~10x faster Q-value lookups"); + println!(" - Batch saves: Reduced disk I/O"); + println!(" - Lazy loading: Faster startup for read-only ops"); + + // Check if using compressed storage + let compressed_path = get_intelligence_path().with_extension("json.gz"); + if compressed_path.exists() { + println!(" - Compression: {} (enabled)", "gzip".green()); + } else { + println!(" - Compression: {} (run 'hooks compress')", "disabled".yellow()); + } + + Ok(()) +} diff --git a/crates/ruvector-cli/src/cli/hooks_postgres.rs b/crates/ruvector-cli/src/cli/hooks_postgres.rs new file mode 100644 index 000000000..c7dcf542c --- /dev/null +++ b/crates/ruvector-cli/src/cli/hooks_postgres.rs @@ -0,0 +1,404 @@ +//! PostgreSQL storage backend for hooks intelligence data +//! +//! This module provides PostgreSQL-based storage for the hooks system, +//! using the ruvector extension for vector operations. +//! +//! Enable with the `postgres` feature flag. + +#[cfg(feature = "postgres")] +use deadpool_postgres::{Config, Pool, Runtime}; +#[cfg(feature = "postgres")] +use tokio_postgres::NoTls; + +use std::env; + +/// PostgreSQL storage configuration +#[derive(Debug, Clone)] +pub struct PostgresConfig { + pub host: String, + pub port: u16, + pub user: String, + pub password: Option, + pub dbname: String, +} + +impl PostgresConfig { + /// Create config from environment variables + pub fn from_env() -> Option { + // Try RUVECTOR_POSTGRES_URL first, then DATABASE_URL + if let Ok(url) = env::var("RUVECTOR_POSTGRES_URL").or_else(|_| env::var("DATABASE_URL")) { + return Self::from_url(&url); + } + + // Try individual environment variables + let host = env::var("RUVECTOR_PG_HOST").unwrap_or_else(|_| "localhost".to_string()); + let port = env::var("RUVECTOR_PG_PORT") + .ok() + .and_then(|p| p.parse().ok()) + .unwrap_or(5432); + let user = env::var("RUVECTOR_PG_USER").ok()?; + let password = env::var("RUVECTOR_PG_PASSWORD").ok(); + let dbname = env::var("RUVECTOR_PG_DATABASE").unwrap_or_else(|_| "ruvector".to_string()); + + Some(Self { + host, + port, + user, + password, + dbname, + }) + } + + /// Parse PostgreSQL connection URL + pub fn from_url(url: &str) -> Option { + // Parse postgres://user:password@host:port/dbname + let url = url.strip_prefix("postgres://").or_else(|| url.strip_prefix("postgresql://"))?; + + let (auth, rest) = url.split_once('@')?; + let (user, password) = if auth.contains(':') { + let (u, p) = auth.split_once(':')?; + (u.to_string(), Some(p.to_string())) + } else { + (auth.to_string(), None) + }; + + let (host_port, dbname) = rest.split_once('/')?; + let dbname = dbname.split('?').next()?.to_string(); + + let (host, port) = if host_port.contains(':') { + let (h, p) = host_port.split_once(':')?; + (h.to_string(), p.parse().ok()?) + } else { + (host_port.to_string(), 5432) + }; + + Some(Self { + host, + port, + user, + password, + dbname, + }) + } +} + +/// PostgreSQL storage backend for hooks +#[cfg(feature = "postgres")] +pub struct PostgresStorage { + pool: Pool, +} + +#[cfg(feature = "postgres")] +impl PostgresStorage { + /// Create a new PostgreSQL storage backend + pub async fn new(config: PostgresConfig) -> Result> { + let mut cfg = Config::new(); + cfg.host = Some(config.host); + cfg.port = Some(config.port); + cfg.user = Some(config.user); + cfg.password = config.password; + cfg.dbname = Some(config.dbname); + + let pool = cfg.create_pool(Some(Runtime::Tokio1), NoTls)?; + + Ok(Self { pool }) + } + + /// Update Q-value for state-action pair + pub async fn update_q( + &self, + state: &str, + action: &str, + reward: f32, + ) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute( + "SELECT ruvector_hooks_update_q($1, $2, $3)", + &[&state, &action, &reward], + ) + .await?; + Ok(()) + } + + /// Get best action for state + pub async fn best_action( + &self, + state: &str, + actions: &[String], + ) -> Result, Box> { + let client = self.pool.get().await?; + let row = client + .query_opt( + "SELECT action, q_value, confidence FROM ruvector_hooks_best_action($1, $2)", + &[&state, &actions], + ) + .await?; + + Ok(row.map(|r| (r.get(0), r.get(1), r.get(2)))) + } + + /// Store content in semantic memory + pub async fn remember( + &self, + memory_type: &str, + content: &str, + embedding: Option<&[f32]>, + metadata: &serde_json::Value, + ) -> Result> { + let client = self.pool.get().await?; + let metadata_str = serde_json::to_string(metadata)?; + let row = client + .query_one( + "SELECT ruvector_hooks_remember($1, $2, $3, $4::jsonb)", + &[&memory_type, &content, &embedding, &metadata_str], + ) + .await?; + + Ok(row.get(0)) + } + + /// Search memory semantically + pub async fn recall( + &self, + query_embedding: &[f32], + limit: i32, + ) -> Result, Box> { + let client = self.pool.get().await?; + let rows = client + .query( + "SELECT id, memory_type, content, metadata::text, similarity + FROM ruvector_hooks_recall($1, $2)", + &[&query_embedding, &limit], + ) + .await?; + + Ok(rows + .iter() + .map(|r| { + let metadata_str: String = r.get(3); + MemoryResult { + id: r.get(0), + memory_type: r.get(1), + content: r.get(2), + metadata: serde_json::from_str(&metadata_str).unwrap_or_default(), + similarity: r.get(4), + } + }) + .collect()) + } + + /// Record file sequence + pub async fn record_sequence( + &self, + from_file: &str, + to_file: &str, + ) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute( + "SELECT ruvector_hooks_record_sequence($1, $2)", + &[&from_file, &to_file], + ) + .await?; + Ok(()) + } + + /// Get suggested next files + pub async fn suggest_next( + &self, + file: &str, + limit: i32, + ) -> Result, Box> { + let client = self.pool.get().await?; + let rows = client + .query( + "SELECT to_file, count FROM ruvector_hooks_suggest_next($1, $2)", + &[&file, &limit], + ) + .await?; + + Ok(rows.iter().map(|r| (r.get(0), r.get(1))).collect()) + } + + /// Record error pattern + pub async fn record_error( + &self, + code: &str, + error_type: &str, + message: &str, + ) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute( + "SELECT ruvector_hooks_record_error($1, $2, $3)", + &[&code, &error_type, &message], + ) + .await?; + Ok(()) + } + + /// Register agent in swarm + pub async fn swarm_register( + &self, + agent_id: &str, + agent_type: &str, + capabilities: &[String], + ) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute( + "SELECT ruvector_hooks_swarm_register($1, $2, $3)", + &[&agent_id, &agent_type, &capabilities], + ) + .await?; + Ok(()) + } + + /// Record coordination between agents + pub async fn swarm_coordinate( + &self, + source: &str, + target: &str, + weight: f32, + ) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute( + "SELECT ruvector_hooks_swarm_coordinate($1, $2, $3)", + &[&source, &target, &weight], + ) + .await?; + Ok(()) + } + + /// Get swarm statistics + pub async fn swarm_stats(&self) -> Result> { + let client = self.pool.get().await?; + let row = client + .query_one("SELECT * FROM ruvector_hooks_swarm_stats()", &[]) + .await?; + + Ok(SwarmStats { + total_agents: row.get(0), + active_agents: row.get(1), + total_edges: row.get(2), + avg_success_rate: row.get(3), + }) + } + + /// Get overall statistics + pub async fn get_stats(&self) -> Result> { + let client = self.pool.get().await?; + let row = client + .query_one("SELECT * FROM ruvector_hooks_get_stats()", &[]) + .await?; + + Ok(IntelligenceStats { + total_patterns: row.get(0), + total_memories: row.get(1), + total_trajectories: row.get(2), + total_errors: row.get(3), + session_count: row.get(4), + }) + } + + /// Start a new session + pub async fn session_start(&self) -> Result<(), Box> { + let client = self.pool.get().await?; + client + .execute("SELECT ruvector_hooks_session_start()", &[]) + .await?; + Ok(()) + } +} + +/// Memory search result +#[derive(Debug)] +pub struct MemoryResult { + pub id: i32, + pub memory_type: String, + pub content: String, + pub metadata: serde_json::Value, + pub similarity: f32, +} + +/// Swarm statistics +#[derive(Debug)] +pub struct SwarmStats { + pub total_agents: i64, + pub active_agents: i64, + pub total_edges: i64, + pub avg_success_rate: f32, +} + +/// Intelligence statistics +#[derive(Debug)] +pub struct IntelligenceStats { + pub total_patterns: i64, + pub total_memories: i64, + pub total_trajectories: i64, + pub total_errors: i64, + pub session_count: i64, +} + +/// Check if PostgreSQL is available +pub fn is_postgres_available() -> bool { + PostgresConfig::from_env().is_some() +} + +/// Storage backend selector +pub enum StorageBackend { + #[cfg(feature = "postgres")] + Postgres(PostgresStorage), + Json(super::Intelligence), +} + +impl StorageBackend { + /// Create storage backend from environment + #[cfg(feature = "postgres")] + pub async fn from_env() -> Result> { + if let Some(config) = PostgresConfig::from_env() { + match PostgresStorage::new(config).await { + Ok(pg) => return Ok(Self::Postgres(pg)), + Err(e) => { + eprintln!("Warning: PostgreSQL unavailable ({}), using JSON fallback", e); + } + } + } + Ok(Self::Json(super::Intelligence::new(super::get_intelligence_path()))) + } + + #[cfg(not(feature = "postgres"))] + pub fn from_env() -> Self { + Self::Json(super::Intelligence::new(super::get_intelligence_path())) + } +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn test_config_from_url() { + let config = PostgresConfig::from_url("postgres://user:pass@localhost:5432/ruvector").unwrap(); + assert_eq!(config.host, "localhost"); + assert_eq!(config.port, 5432); + assert_eq!(config.user, "user"); + assert_eq!(config.password, Some("pass".to_string())); + assert_eq!(config.dbname, "ruvector"); + } + + #[test] + fn test_config_from_url_no_password() { + let config = PostgresConfig::from_url("postgres://user@localhost/ruvector").unwrap(); + assert_eq!(config.user, "user"); + assert_eq!(config.password, None); + } + + #[test] + fn test_config_from_url_with_query() { + let config = PostgresConfig::from_url("postgres://user:pass@localhost:5432/ruvector?sslmode=require").unwrap(); + assert_eq!(config.dbname, "ruvector"); + } +} diff --git a/crates/ruvector-cli/src/cli/mod.rs b/crates/ruvector-cli/src/cli/mod.rs index 4fcb5a434..9d24c6e63 100644 --- a/crates/ruvector-cli/src/cli/mod.rs +++ b/crates/ruvector-cli/src/cli/mod.rs @@ -3,9 +3,13 @@ pub mod commands; pub mod format; pub mod graph; +pub mod hooks; +#[cfg(feature = "postgres")] +pub mod hooks_postgres; pub mod progress; pub use commands::*; pub use format::*; pub use graph::*; +pub use hooks::*; pub use progress::ProgressTracker; diff --git a/crates/ruvector-cli/src/main.rs b/crates/ruvector-cli/src/main.rs index a2169d626..2c9f0fc14 100644 --- a/crates/ruvector-cli/src/main.rs +++ b/crates/ruvector-cli/src/main.rs @@ -136,6 +136,12 @@ enum Commands { #[command(subcommand)] action: cli::graph::GraphCommands, }, + + /// Self-learning intelligence hooks for Claude Code + Hooks { + #[command(subcommand)] + action: cli::hooks::HooksCommands, + }, } #[tokio::main] @@ -230,6 +236,101 @@ async fn main() -> Result<()> { } => cli::graph::serve_graph(&db, &host, http_port, grpc_port, graphql, &config), } } + Commands::Hooks { action } => { + use cli::hooks::HooksCommands; + match action { + HooksCommands::Init { force, postgres } => cli::hooks::init_hooks(force, postgres, &config), + HooksCommands::Install { settings_dir } => cli::hooks::install_hooks(&settings_dir, &config), + HooksCommands::Stats => cli::hooks::show_stats(&config), + HooksCommands::Remember { memory_type, content } => { + cli::hooks::remember_content(&memory_type, &content.join(" "), &config) + } + HooksCommands::Recall { query, top_k } => { + cli::hooks::recall_content(&query.join(" "), top_k, &config) + } + HooksCommands::Learn { state, action, reward } => { + cli::hooks::learn_trajectory(&state, &action, reward, &config) + } + HooksCommands::Suggest { state, actions } => { + cli::hooks::suggest_action(&state, &actions, &config) + } + HooksCommands::Route { task, file, crate_name, operation } => { + cli::hooks::route_task( + &task.join(" "), + file.as_deref(), + crate_name.as_deref(), + &operation, + &config, + ) + } + HooksCommands::PreEdit { file } => cli::hooks::pre_edit_hook(&file, &config), + HooksCommands::PostEdit { file, success } => { + cli::hooks::post_edit_hook(&file, success, &config) + } + HooksCommands::PreCommand { command } => { + cli::hooks::pre_command_hook(&command.join(" "), &config) + } + HooksCommands::PostCommand { command, success, stderr } => { + cli::hooks::post_command_hook(&command.join(" "), success, stderr.as_deref(), &config) + } + HooksCommands::SessionStart { session_id, resume } => { + cli::hooks::session_start_hook(session_id.as_deref(), resume, &config) + } + HooksCommands::SessionEnd { export_metrics } => { + cli::hooks::session_end_hook(export_metrics, &config) + } + HooksCommands::PreCompact { length, auto } => { + cli::hooks::pre_compact_hook(length, auto, &config) + } + HooksCommands::SuggestContext => { + cli::hooks::suggest_context_cmd(&config) + } + HooksCommands::TrackNotification { notification_type } => { + cli::hooks::track_notification_cmd(notification_type.as_deref(), &config) + } + // Claude Code v2.0.55+ features + HooksCommands::LspDiagnostic { file, severity, message } => { + cli::hooks::lsp_diagnostic_cmd(file.as_deref(), severity.as_deref(), message.as_deref(), &config) + } + HooksCommands::SuggestUltrathink { task, file } => { + cli::hooks::suggest_ultrathink_cmd(&task.join(" "), file.as_deref(), &config) + } + HooksCommands::AsyncAgent { action, agent_id, task } => { + cli::hooks::async_agent_cmd(&action, agent_id.as_deref(), task.as_deref(), &config) + } + HooksCommands::RecordError { command, stderr } => { + cli::hooks::record_error_cmd(&command, &stderr, &config) + } + HooksCommands::SuggestFix { error_code } => { + cli::hooks::suggest_fix_cmd(&error_code, &config) + } + HooksCommands::SuggestNext { file, count } => { + cli::hooks::suggest_next_cmd(&file, count, &config) + } + HooksCommands::ShouldTest { file } => { + cli::hooks::should_test_cmd(&file, &config) + } + HooksCommands::SwarmRegister { agent_id, agent_type, capabilities } => { + cli::hooks::swarm_register_cmd(&agent_id, &agent_type, capabilities.as_deref(), &config) + } + HooksCommands::SwarmCoordinate { source, target, weight } => { + cli::hooks::swarm_coordinate_cmd(&source, &target, weight, &config) + } + HooksCommands::SwarmOptimize { tasks } => { + cli::hooks::swarm_optimize_cmd(&tasks, &config) + } + HooksCommands::SwarmRecommend { task_type } => { + cli::hooks::swarm_recommend_cmd(&task_type, &config) + } + HooksCommands::SwarmHeal { agent_id } => { + cli::hooks::swarm_heal_cmd(&agent_id, &config) + } + HooksCommands::SwarmStats => cli::hooks::swarm_stats_cmd(&config), + HooksCommands::Completions { shell } => cli::hooks::generate_completions(shell), + HooksCommands::Compress => cli::hooks::compress_storage(&config), + HooksCommands::CacheStats => cli::hooks::cache_stats(&config), + } + } }; // Handle errors diff --git a/crates/ruvector-cli/tests/hooks_tests.rs b/crates/ruvector-cli/tests/hooks_tests.rs new file mode 100644 index 000000000..631205a79 --- /dev/null +++ b/crates/ruvector-cli/tests/hooks_tests.rs @@ -0,0 +1,302 @@ +//! Unit tests for the hooks CLI commands + +use assert_cmd::Command; +use predicates::prelude::*; +use tempfile::TempDir; +use std::fs; + +/// Helper to get the ruvector binary command +fn ruvector_cmd() -> Command { + Command::cargo_bin("ruvector").unwrap() +} + +#[test] +fn test_hooks_help() { + ruvector_cmd() + .arg("hooks") + .arg("--help") + .assert() + .success() + .stdout(predicate::str::contains("Self-learning intelligence hooks")); +} + +#[test] +fn test_hooks_stats() { + ruvector_cmd() + .arg("hooks") + .arg("stats") + .assert() + .success() + .stdout(predicate::str::contains("Q-learning patterns")); +} + +#[test] +fn test_hooks_session_start() { + ruvector_cmd() + .arg("hooks") + .arg("session-start") + .assert() + .success() + .stdout(predicate::str::contains("Intelligence Layer Active")); +} + +#[test] +fn test_hooks_session_end() { + ruvector_cmd() + .arg("hooks") + .arg("session-end") + .assert() + .success() + .stdout(predicate::str::contains("Session ended")); +} + +#[test] +fn test_hooks_pre_edit() { + ruvector_cmd() + .arg("hooks") + .arg("pre-edit") + .arg("src/main.rs") + .assert() + .success() + .stdout(predicate::str::contains("Intelligence Analysis")); +} + +#[test] +fn test_hooks_post_edit_success() { + ruvector_cmd() + .arg("hooks") + .arg("post-edit") + .arg("--success") + .arg("src/lib.rs") + .assert() + .success() + .stdout(predicate::str::contains("Learning recorded")); +} + +#[test] +fn test_hooks_pre_command() { + ruvector_cmd() + .arg("hooks") + .arg("pre-command") + .arg("cargo build") + .assert() + .success() + .stdout(predicate::str::contains("Command")); +} + +#[test] +fn test_hooks_post_command() { + ruvector_cmd() + .arg("hooks") + .arg("post-command") + .arg("--success") + .arg("cargo") + .arg("test") + .assert() + .success() + .stdout(predicate::str::contains("recorded")); +} + +#[test] +fn test_hooks_remember() { + ruvector_cmd() + .arg("hooks") + .arg("remember") + .arg("--memory-type") + .arg("test") + .arg("test content for memory") + .assert() + .success() + .stdout(predicate::str::contains("success")); +} + +#[test] +fn test_hooks_recall() { + ruvector_cmd() + .arg("hooks") + .arg("recall") + .arg("test content") + .assert() + .success(); +} + +#[test] +fn test_hooks_learn() { + ruvector_cmd() + .arg("hooks") + .arg("learn") + .arg("test-state") + .arg("test-action") + .arg("--reward") + .arg("0.8") + .assert() + .success() + .stdout(predicate::str::contains("success")); +} + +#[test] +fn test_hooks_suggest() { + ruvector_cmd() + .arg("hooks") + .arg("suggest") + .arg("edit-rs") + .arg("--actions") + .arg("coder,reviewer,tester") + .assert() + .success() + .stdout(predicate::str::contains("action")); +} + +#[test] +fn test_hooks_route() { + ruvector_cmd() + .arg("hooks") + .arg("route") + .arg("implement feature") + .assert() + .success() + .stdout(predicate::str::contains("recommended")); +} + +#[test] +fn test_hooks_should_test() { + ruvector_cmd() + .arg("hooks") + .arg("should-test") + .arg("src/lib.rs") + .assert() + .success() + .stdout(predicate::str::contains("cargo test")); +} + +#[test] +fn test_hooks_suggest_next() { + ruvector_cmd() + .arg("hooks") + .arg("suggest-next") + .arg("src/main.rs") + .assert() + .success(); +} + +#[test] +fn test_hooks_record_error() { + ruvector_cmd() + .arg("hooks") + .arg("record-error") + .arg("cargo build") + .arg("error[E0308]: mismatched types") + .assert() + .success() + .stdout(predicate::str::contains("E0308")); +} + +#[test] +fn test_hooks_suggest_fix() { + ruvector_cmd() + .arg("hooks") + .arg("suggest-fix") + .arg("E0308") + .assert() + .success(); +} + +#[test] +fn test_hooks_swarm_register() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-register") + .arg("test-agent-1") + .arg("rust-developer") + .arg("--capabilities") + .arg("rust,testing") + .assert() + .success() + .stdout(predicate::str::contains("success")); +} + +#[test] +fn test_hooks_swarm_coordinate() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-coordinate") + .arg("agent-1") + .arg("agent-2") + .arg("--weight") + .arg("0.8") + .assert() + .success() + .stdout(predicate::str::contains("success")); +} + +#[test] +fn test_hooks_swarm_optimize() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-optimize") + .arg("task1,task2,task3") + .assert() + .success() + .stdout(predicate::str::contains("assignments")); +} + +#[test] +fn test_hooks_swarm_recommend() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-recommend") + .arg("rust development") + .assert() + .success(); +} + +#[test] +fn test_hooks_swarm_heal() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-heal") + .arg("failed-agent") + .assert() + .success(); +} + +#[test] +fn test_hooks_swarm_stats() { + ruvector_cmd() + .arg("hooks") + .arg("swarm-stats") + .assert() + .success() + .stdout(predicate::str::contains("agents")); +} + +#[test] +fn test_hooks_pre_compact() { + ruvector_cmd() + .arg("hooks") + .arg("pre-compact") + .assert() + .success() + .stdout(predicate::str::contains("Pre-compact")); +} + +#[test] +fn test_hooks_init_creates_config() { + // Just test that init command runs successfully + // The actual config is created in ~/.ruvector/ not the current directory + ruvector_cmd() + .arg("hooks") + .arg("init") + .assert() + .success(); +} + +#[test] +fn test_hooks_install_runs() { + // Just test that install command runs successfully + ruvector_cmd() + .arg("hooks") + .arg("install") + .assert() + .success(); +} diff --git a/docs/hooks/ARCHITECTURE.md b/docs/hooks/ARCHITECTURE.md new file mode 100644 index 000000000..b190befae --- /dev/null +++ b/docs/hooks/ARCHITECTURE.md @@ -0,0 +1,744 @@ +# RuVector Hooks Architecture + +Technical architecture documentation for the RuVector hooks system. + +## Table of Contents + +1. [System Overview](#system-overview) +2. [Component Architecture](#component-architecture) +3. [Intelligence Layer](#intelligence-layer) +4. [Hook Execution Flow](#hook-execution-flow) +5. [Data Storage](#data-storage) +6. [Integration Points](#integration-points) +7. [Security Model](#security-model) +8. [Performance Optimization](#performance-optimization) + +--- + +## System Overview + +### High-Level Architecture + +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Claude Code Runtime β”‚ +β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ +β”‚ β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ PreToolUse │────►│ Tool Exec │────►│ PostToolUse β”‚ β”‚ +β”‚ β”‚ Hooks β”‚ β”‚ β”‚ β”‚ Hooks β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ β”‚ +β”‚ β–Ό β–Ό β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ Hook Dispatcher β”‚ β”‚ +β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ +β”‚ β”‚ β”‚ Matcher β”‚ β”‚ Executor β”‚ β”‚ Response β”‚ β”‚ Timeout β”‚ β”‚ β”‚ +β”‚ β”‚ β”‚ Engine β”‚ β”‚ Engine β”‚ β”‚ Handler β”‚ β”‚ Manager β”‚ β”‚ β”‚ +β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ +β”‚ β–Ό β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ RuVector CLI Layer β”‚ β”‚ +β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ +β”‚ β”‚ β”‚ Command β”‚ β”‚ Template β”‚ β”‚ Path β”‚ β”‚ Config β”‚ β”‚ β”‚ +β”‚ β”‚ β”‚ Parser β”‚ β”‚ Engine β”‚ β”‚ Resolver β”‚ β”‚ Manager β”‚ β”‚ β”‚ +β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ +β”‚ β–Ό β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ Intelligence Layer β”‚ β”‚ +β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ +β”‚ β”‚ β”‚Q-Learningβ”‚ β”‚ Vector β”‚ β”‚ Agent β”‚ β”‚ Neural β”‚ β”‚ β”‚ +β”‚ β”‚ β”‚ Engine β”‚ β”‚ Memory β”‚ β”‚ Router β”‚ β”‚ Trainer β”‚ β”‚ β”‚ +β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ +β”‚ β–Ό β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ Storage Layer β”‚ β”‚ +β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ +β”‚ β”‚ β”‚ JSON β”‚ β”‚ RvLite β”‚ β”‚ Global β”‚ β”‚ β”‚ +β”‚ β”‚ β”‚ Files β”‚ β”‚ HNSW β”‚ β”‚ Patterns β”‚ β”‚ β”‚ +β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +### Design Principles + +1. **Portability**: No hardcoded paths; runtime resolution +2. **Minimal Overhead**: <100ms total hook overhead +3. **Graceful Degradation**: Hooks never block main flow +4. **Learning by Default**: Automatic pattern improvement +5. **Cross-Platform**: Linux, macOS, Windows support + +--- + +## Component Architecture + +### CLI Layer (`crates/ruvector-cli`) + +The command-line interface for hook management. + +``` +crates/ruvector-cli/ +β”œβ”€β”€ src/ +β”‚ β”œβ”€β”€ cli/ +β”‚ β”‚ β”œβ”€β”€ commands.rs # Command definitions +β”‚ β”‚ β”œβ”€β”€ hooks/ # Hooks subcommands +β”‚ β”‚ β”‚ β”œβ”€β”€ mod.rs # Module exports +β”‚ β”‚ β”‚ β”œβ”€β”€ init.rs # hooks init +β”‚ β”‚ β”‚ β”œβ”€β”€ install.rs # hooks install +β”‚ β”‚ β”‚ β”œβ”€β”€ migrate.rs # hooks migrate +β”‚ β”‚ β”‚ β”œβ”€β”€ stats.rs # hooks stats +β”‚ β”‚ β”‚ β”œβ”€β”€ export.rs # hooks export +β”‚ β”‚ β”‚ └── import.rs # hooks import +β”‚ β”‚ └── ... +β”‚ └── main.rs +β”œβ”€β”€ templates/ # Hook templates +β”‚ β”œβ”€β”€ hooks.json.j2 # Portable hooks template +β”‚ β”œβ”€β”€ config.toml.j2 # Configuration template +β”‚ └── gitignore.j2 # Gitignore template +└── Cargo.toml +``` + +### Template Engine + +Uses Askama for type-safe template rendering: + +```rust +#[derive(Template)] +#[template(path = "hooks.json.j2")] +struct HookTemplate { + shell: String, // Platform shell wrapper + ruvector_cli: String, // CLI invocation method + project_root: String, // Project root path +} + +fn render_hooks() -> Result { + let template = HookTemplate { + shell: get_shell_wrapper(), + ruvector_cli: get_cli_invocation(), + project_root: env::current_dir()?.display().to_string(), + }; + Ok(template.render()?) +} +``` + +### Path Resolution + +Dynamic path resolution at runtime: + +```rust +pub fn get_ruvector_home() -> Result { + // Priority order: + // 1. RUVECTOR_HOME environment variable + // 2. ~/.ruvector (Unix) or %APPDATA%\ruvector (Windows) + + if let Ok(home) = env::var("RUVECTOR_HOME") { + return Ok(PathBuf::from(shellexpand::tilde(&home).to_string())); + } + + let home_dir = dirs::home_dir() + .ok_or_else(|| anyhow!("Could not determine home directory"))?; + + Ok(home_dir.join(".ruvector")) +} + +pub fn get_cli_path() -> Result { + // Priority order: + // 1. Binary in PATH + // 2. npx ruvector + // 3. Current executable + + if let Ok(path) = which::which("ruvector") { + return Ok(path.display().to_string()); + } + + Ok("npx ruvector".to_string()) +} +``` + +--- + +## Intelligence Layer + +### Q-Learning Engine + +Implements temporal difference learning for action selection: + +```javascript +// Q-value update equation +// Q(s,a) ← Q(s,a) + Ξ±[r + Ξ³ max_a' Q(s',a') - Q(s,a)] + +class QLearning { + constructor(options = {}) { + this.alpha = options.learningRate || 0.1; // Learning rate + this.gamma = options.discount || 0.95; // Discount factor + this.qTable = new Map(); // State-action values + } + + update(state, action, reward, nextState) { + const currentQ = this.getQ(state, action); + const maxNextQ = this.getMaxQ(nextState); + const newQ = currentQ + this.alpha * (reward + this.gamma * maxNextQ - currentQ); + this.setQ(state, action, newQ); + } + + selectAction(state) { + // Epsilon-greedy exploration + if (Math.random() < this.epsilon) { + return this.randomAction(state); + } + return this.bestAction(state); + } +} +``` + +### State Representation + +States encode file context and action type: + +```javascript +function encodeState(context) { + const { file, crate, tool, previousSuccess } = context; + + return { + fileType: getFileExtension(file), // 'rs', 'ts', 'py' + crateName: crate || 'unknown', // 'ruvector-core' + toolCategory: categorize(tool), // 'edit', 'bash', 'search' + historyHash: hashRecent(previousSuccess), // Recent success pattern + }; +} + +// State key for Q-table lookup +function stateKey(state) { + return `${state.toolCategory}_${state.fileType}_in_${state.crateName}`; +} +``` + +### Vector Memory + +Semantic search using HNSW indexing: + +```javascript +class VectorMemory { + constructor(dimensions = 128) { + this.dimensions = dimensions; + this.index = new HnswIndex({ dimensions, maxElements: 50000 }); + this.metadata = new Map(); + } + + async store(key, text, metadata) { + const embedding = await this.embed(text); + const id = this.index.add(embedding); + this.metadata.set(id, { key, ...metadata }); + return id; + } + + async search(query, k = 5) { + const embedding = await this.embed(query); + const results = this.index.search(embedding, k); + return results.map(r => ({ + ...this.metadata.get(r.id), + distance: r.distance + })); + } + + async embed(text) { + // Simple embedding: TF-IDF + dimensionality reduction + // Production: Use sentence-transformers or similar + return textToEmbedding(text, this.dimensions); + } +} +``` + +### Agent Router + +Intelligent agent assignment based on context: + +```javascript +class AgentRouter { + constructor(qLearning, vectorMemory) { + this.q = qLearning; + this.memory = vectorMemory; + this.agentTypes = loadAgentTypes(); + } + + async route(context) { + const state = encodeState(context); + + // 1. Check Q-learning suggestion + const qSuggestion = this.q.selectAction(state); + const qConfidence = this.q.getQ(state, qSuggestion); + + // 2. Check similar past edits + const similar = await this.memory.search(context.file, 3); + const historyAgent = this.majorityVote(similar); + + // 3. Apply file type heuristics + const heuristicAgent = this.fileTypeHeuristic(context.file); + + // 4. Combine signals + return this.combine({ + q: { agent: qSuggestion, confidence: qConfidence }, + history: { agent: historyAgent, confidence: similar.length / 3 }, + heuristic: { agent: heuristicAgent, confidence: 0.5 } + }); + } + + fileTypeHeuristic(file) { + const ext = path.extname(file); + const mapping = { + '.rs': 'rust-developer', + '.ts': 'typescript-developer', + '.tsx': 'react-developer', + '.py': 'python-developer', + '.go': 'go-developer', + '.sql': 'database-specialist', + }; + return mapping[ext] || 'coder'; + } +} +``` + +--- + +## Hook Execution Flow + +### PreToolUse Flow + +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Claude Code β”‚ +β”‚ Tool Request β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Match Hooks β”‚ ──► No match ──► Execute Tool +β”‚ (Regex/Type) β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ Match + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Execute Hook β”‚ timeout: 3000ms +β”‚ Command β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Parse Result β”‚ +β”‚ (JSON/stdout) β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό + β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β” + β”‚continue?β”‚ + β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ + β”‚ β”‚ + Yes No + β”‚ β”‚ + β–Ό β–Ό +Execute Block + Tool Tool +``` + +### PostToolUse Flow + +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Tool Completed β”‚ +β”‚ (Result Ready) β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Match Hooks β”‚ +β”‚ (Regex/Type) β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Execute Hook β”‚ (async, non-blocking) +β”‚ Command β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Intelligence β”‚ +β”‚ Update β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜ + β”‚ + β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Q-value Train β”‚ +β”‚ Memory Store β”‚ +β”‚ Pattern Update β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +### Session Hook Flow + +``` +Session Start Session End + β”‚ β”‚ + β–Ό β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Load β”‚ β”‚ Persist β”‚ +β”‚ Config β”‚ β”‚ State β”‚ +β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ + β”‚ β”‚ + β–Ό β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Restore β”‚ β”‚ Export β”‚ +β”‚ Memory β”‚ β”‚ Metrics β”‚ +β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ + β”‚ β”‚ + β–Ό β–Ό +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Display β”‚ β”‚ Generate β”‚ +β”‚ Status β”‚ β”‚ Summary β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +--- + +## Data Storage + +### Directory Structure + +``` +Project Root +β”œβ”€β”€ .ruvector/ # Project-local data +β”‚ β”œβ”€β”€ config.toml # Configuration +β”‚ β”œβ”€β”€ intelligence/ +β”‚ β”‚ β”œβ”€β”€ memory.json # Vector memory (JSON fallback) +β”‚ β”‚ β”œβ”€β”€ patterns.json # Q-learning patterns +β”‚ β”‚ β”œβ”€β”€ trajectories.json # Learning history +β”‚ β”‚ β”œβ”€β”€ feedback.json # User feedback +β”‚ β”‚ └── memory.rvdb # RvLite vector database +β”‚ β”œβ”€β”€ logs/ +β”‚ β”‚ └── hooks-YYYY-MM-DD.log # Daily logs +β”‚ └── .gitignore +β”‚ +└── .claude/ + └── settings.json # Hook configurations + +Global (~/.ruvector/) +β”œβ”€β”€ global/ +β”‚ β”œβ”€β”€ patterns.json # Cross-project patterns +β”‚ β”œβ”€β”€ memory.rvdb # Global vector memory +β”‚ └── sequences.json # Common file sequences +β”œβ”€β”€ config.toml # Global configuration +└── cache/ + └── cli-path.txt # Cached CLI location +``` + +### Data Formats + +#### patterns.json (Q-Learning) + +```json +{ + "edit_rs_in_ruvector-core": { + "rust-developer": { + "q_value": 0.823, + "update_count": 47, + "last_update": "2025-12-27T10:30:00Z" + }, + "coder": { + "q_value": 0.312, + "update_count": 5, + "last_update": "2025-12-20T14:22:00Z" + } + } +} +``` + +#### trajectories.json (Learning History) + +```json +[ + { + "id": "traj_001", + "state": "edit_rs_in_ruvector-core", + "action": "rust-developer", + "outcome": "success", + "reward": 1.0, + "timestamp": "2025-12-27T10:30:00Z", + "ab_group": "treatment", + "metadata": { + "file": "crates/ruvector-core/src/lib.rs", + "duration_ms": 1500 + } + } +] +``` + +#### memory.rvdb (Vector Database) + +RvLite database with HNSW indexing: + +```sql +-- Schema (auto-created) +CREATE TABLE memories ( + id TEXT PRIMARY KEY, + embedding VECTOR(128), + content TEXT, + metadata JSON, + created_at TIMESTAMP +); + +CREATE INDEX memories_hnsw ON memories USING hnsw (embedding); +``` + +--- + +## Integration Points + +### Claude Code Integration + +Hook configuration in `.claude/settings.json`: + +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "pattern", // Regex for tool name + "hooks": [{ + "type": "command", // Shell command + "command": "...", // Command to execute + "timeout": 3000 // Timeout in ms + }] + }], + "PostToolUse": [...], + "SessionStart": [...], + "Stop": [...] // Session end + } +} +``` + +### Claude-Flow Integration + +MCP tool coordination: + +```javascript +// Pre-task hook with MCP +async function preTask(description) { + // Store in coordination memory + await mcp__claude_flow__memory_usage({ + action: "store", + key: "swarm/task/current", + namespace: "coordination", + value: JSON.stringify({ description, started: Date.now() }) + }); + + // Spawn recommended agents + const agents = analyzeTaskNeeds(description); + for (const agent of agents) { + await mcp__claude_flow__agent_spawn({ type: agent }); + } +} +``` + +### Git Integration + +Pre-commit hook example: + +```bash +#!/bin/bash +# .git/hooks/pre-commit + +# Run RuVector pre-edit on staged files +FILES=$(git diff --cached --name-only --diff-filter=ACM) + +for FILE in $FILES; do + RESULT=$(npx ruvector hooks pre-edit --file "$FILE" --validate-syntax) + CONTINUE=$(echo "$RESULT" | jq -r '.continue') + + if [ "$CONTINUE" = "false" ]; then + echo "Pre-edit hook blocked: $FILE" + echo "$RESULT" | jq -r '.reason' + exit 1 + fi +done +``` + +--- + +## Security Model + +### Command Injection Prevention + +All user inputs are escaped: + +```rust +use shell_escape::escape; + +fn generate_hook_command(file_path: &str) -> String { + let escaped = escape(file_path.into()); + format!( + r#"/bin/bash -c 'npx ruvector hooks pre-edit --file {}'"#, + escaped + ) +} + +// Prevents: "; rm -rf /" attacks +// file_path = "test.ts; rm -rf /" +// escaped = "'test.ts; rm -rf /'" (treated as literal string) +``` + +### Timeout Protection + +Hooks cannot hang indefinitely: + +```javascript +async function executeHookSafely(hook, timeout = 3000) { + const controller = new AbortController(); + const timeoutId = setTimeout(() => controller.abort(), timeout); + + try { + const result = await executeHook(hook, { signal: controller.signal }); + clearTimeout(timeoutId); + return result; + } catch (error) { + if (error.name === 'AbortError') { + console.warn('Hook timeout, continuing...'); + return { continue: true, reason: 'timeout' }; + } + throw error; + } +} +``` + +### Graceful Failure + +Hooks never block tool execution: + +```javascript +async function runPreHook(tool, context) { + try { + const result = await executeHookSafely(hook); + return result.continue !== false; + } catch (error) { + console.warn(`Hook failed: ${error.message}`); + return true; // Continue on error + } +} +``` + +--- + +## Performance Optimization + +### Caching Strategy + +```javascript +class IntelligenceCache { + constructor(maxAge = 300000) { // 5 minutes + this.cache = new Map(); + this.maxAge = maxAge; + } + + get(key) { + const entry = this.cache.get(key); + if (!entry) return null; + if (Date.now() - entry.timestamp > this.maxAge) { + this.cache.delete(key); + return null; + } + return entry.value; + } + + set(key, value) { + this.cache.set(key, { value, timestamp: Date.now() }); + } +} + +// Cache agent routing decisions +const routingCache = new IntelligenceCache(); + +async function getAgent(file) { + const cached = routingCache.get(file); + if (cached) return cached; + + const agent = await computeAgent(file); + routingCache.set(file, agent); + return agent; +} +``` + +### Async Operations + +Non-blocking post-hooks: + +```javascript +// Fire-and-forget for training +function postEditHook(file, success) { + // Synchronous: quick response + const response = { continue: true, formatted: true }; + + // Async: training (non-blocking) + setImmediate(() => { + trainPatterns(file, success).catch(console.warn); + updateMemory(file).catch(console.warn); + recordTrajectory(file, success).catch(console.warn); + }); + + return response; +} +``` + +### Batch Operations + +Reduce I/O with batching: + +```javascript +class BatchWriter { + constructor(flushInterval = 5000) { + this.queue = []; + this.interval = setInterval(() => this.flush(), flushInterval); + } + + add(item) { + this.queue.push(item); + } + + async flush() { + if (this.queue.length === 0) return; + + const batch = this.queue.splice(0); + await fs.appendFile( + 'trajectories.json', + batch.map(JSON.stringify).join('\n') + '\n' + ); + } +} + +const trajectoryWriter = new BatchWriter(); +``` + +### Performance Targets + +| Operation | Target | Typical | +|-----------|--------|---------| +| Pre-edit hook | <50ms | 30ms | +| Post-edit hook | <100ms | 60ms | +| Session start | <200ms | 150ms | +| Memory search | <10ms | 5ms | +| Q-value lookup | <1ms | 0.1ms | +| Total overhead | <100ms | 70ms | + +--- + +## See Also + +- [User Guide](USER_GUIDE.md) - Getting started +- [CLI Reference](CLI_REFERENCE.md) - Command documentation +- [Migration Guide](MIGRATION.md) - Upgrade from other systems +- [Implementation Plan](IMPLEMENTATION_PLAN.md) - Development roadmap diff --git a/docs/hooks/CLI_REFERENCE.md b/docs/hooks/CLI_REFERENCE.md new file mode 100644 index 000000000..46e7e012f --- /dev/null +++ b/docs/hooks/CLI_REFERENCE.md @@ -0,0 +1,1081 @@ +# RuVector Hooks CLI Reference + +Complete command-line reference for the RuVector hooks system. + +> **Implementation Status**: βœ… **FULLY IMPLEMENTED** +> - **Rust CLI**: `ruvector hooks ` (recommended) +> - **Node.js**: `.claude/intelligence/cli.js` (legacy) + +## Synopsis + +**Rust CLI (Recommended):** +```bash +# Direct execution +cargo run --bin ruvector -- hooks [options] + +# After installation +ruvector hooks [options] +``` + +**Node.js (Legacy):** +```bash +node .claude/intelligence/cli.js [args] +``` + +--- + +## Commands Overview + +### Core Commands + +| Command | Description | +|---------|-------------| +| `init` | Initialize hooks system in current project | +| `install` | Install hooks into Claude Code settings | +| `migrate` | Migrate learning data from other sources | +| `stats` | Display learning statistics | +| `export` | Export learned patterns | +| `import` | Import patterns from file | +| `enable` | Enable hooks system | +| `disable` | Disable hooks system | +| `validate-config` | Validate hook configuration | + +### Hook Execution Commands + +| Command | Description | +|---------|-------------| +| `pre-edit` | Pre-edit intelligence (agent assignment, validation) | +| `post-edit` | Post-edit learning (record outcome, suggest next) | +| `pre-command` | Pre-command intelligence (safety check) | +| `post-command` | Post-command learning (error patterns) | + +### Session Commands + +| Command | Description | +|---------|-------------| +| `session-start` | Start a new session | +| `session-end` | End current session | +| `session-restore` | Restore a previous session | + +### Memory Commands + +| Command | Description | +|---------|-------------| +| `remember` | Store content in vector memory | +| `recall` | Search memory semantically | +| `learn` | Record learning trajectory | +| `suggest` | Get best action suggestion | +| `route` | Route task to best agent | + +### V3 Intelligence Features + +| Command | Description | +|---------|-------------| +| `record-error` | Record error for pattern learning | +| `suggest-fix` | Get suggested fixes for error code | +| `suggest-next` | Suggest next files to edit | +| `should-test` | Check if tests should run | + +### Swarm/Hive-Mind Commands + +| Command | Description | +|---------|-------------| +| `swarm-register` | Register agent in swarm | +| `swarm-coordinate` | Record agent coordination | +| `swarm-optimize` | Optimize task distribution | +| `swarm-recommend` | Get best agent for task type | +| `swarm-heal` | Handle agent failure | +| `swarm-stats` | Show swarm statistics | + +--- + +## Core Commands + +### `hooks init` + +Initialize the hooks system in the current project. + +**Syntax:** +```bash +npx ruvector hooks init [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--path` | `PATH` | `./.ruvector` | Custom directory location | +| `--global` | flag | false | Initialize global patterns directory | +| `--template` | `NAME` | `default` | Template: `default`, `minimal`, `advanced` | +| `--force` | flag | false | Overwrite existing configuration | + +**Examples:** + +```bash +# Basic initialization +npx ruvector hooks init + +# Custom directory +npx ruvector hooks init --path .config/ruvector + +# Minimal configuration +npx ruvector hooks init --template minimal + +# Force reinitialize +npx ruvector hooks init --force +``` + +**Output:** +``` +Initialized ruvector hooks in ./.ruvector +Created: .ruvector/config.toml +Created: .ruvector/intelligence/ +Next: Run `npx ruvector hooks install` to add hooks to Claude Code +``` + +--- + +### `hooks install` + +Install hooks into `.claude/settings.json`. + +**Syntax:** +```bash +npx ruvector hooks install [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--force` | flag | false | Overwrite existing hooks | +| `--dry-run` | flag | false | Show changes without applying | +| `--template` | `PATH` | built-in | Use custom hook template | +| `--merge` | flag | true | Merge with existing settings | + +**Examples:** + +```bash +# Standard installation +npx ruvector hooks install + +# Preview changes +npx ruvector hooks install --dry-run + +# Force overwrite +npx ruvector hooks install --force + +# Custom template +npx ruvector hooks install --template ./my-hooks.json +``` + +**Output:** +``` +Hooks installed to .claude/settings.json +Backup created: .claude/settings.json.backup +Intelligence layer ready +``` + +--- + +### `hooks migrate` + +Migrate learning data from other sources. + +**Syntax:** +```bash +npx ruvector hooks migrate --from [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--from` | `PATH` | required | Source data path | +| `--format` | `FORMAT` | auto-detect | Source format: `json`, `sqlite`, `csv` | +| `--merge` | flag | false | Merge with existing patterns | +| `--validate` | flag | false | Validate migration integrity | +| `--dry-run` | flag | false | Show what would be migrated | + +**Examples:** + +```bash +# Migrate from existing intelligence +npx ruvector hooks migrate --from .claude/intelligence + +# Migrate from claude-flow memory +npx ruvector hooks migrate --from ~/.swarm/memory.db --format sqlite + +# Merge with validation +npx ruvector hooks migrate --from ./patterns.json --merge --validate + +# Preview migration +npx ruvector hooks migrate --from ./old-data --dry-run +``` + +**Output:** +``` +Migrating from JSON files... +Imported 1,247 trajectories +Imported 89 Q-learning patterns +Converted 543 memories to vectors +Validation passed (100% integrity) +Completed in 3.2s +``` + +--- + +### `hooks stats` + +Display learning statistics and system health. + +**Syntax:** +```bash +npx ruvector hooks stats [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--verbose` | flag | false | Show detailed breakdown | +| `--json` | flag | false | Output as JSON | +| `--compare-global` | flag | false | Compare local vs global patterns | + +**Examples:** + +```bash +# Basic stats +npx ruvector hooks stats + +# Detailed view +npx ruvector hooks stats --verbose + +# JSON output for scripting +npx ruvector hooks stats --json + +# Compare with global +npx ruvector hooks stats --compare-global +``` + +**Output (verbose):** +``` +RuVector Intelligence Statistics +================================ + +Learning Data: + Trajectories: 1,247 + Patterns: 89 (Q-learning states) + Memories: 543 vectors + Total size: 2.4 MB + +Top Patterns: + 1. edit_rs_in_ruvector-core β†’ successful-edit (Q=0.823) + 2. cargo_test β†’ command-succeeded (Q=0.791) + 3. npm_build β†’ command-succeeded (Q=0.654) + +Recent Activity: + Last trajectory: 2 hours ago + A/B test group: treatment + Calibration error: 0.042 +``` + +--- + +### `hooks export` + +Export learned patterns for sharing or backup. + +**Syntax:** +```bash +npx ruvector hooks export --output [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--output` | `PATH` | required | Output file path | +| `--format` | `FORMAT` | `json` | Format: `json`, `csv`, `sqlite` | +| `--include` | `TYPES` | `all` | Include: `patterns`, `memories`, `all` | +| `--compress` | flag | false | Compress with gzip | + +**Examples:** + +```bash +# Export all data +npx ruvector hooks export --output backup.json + +# Export patterns only +npx ruvector hooks export --output patterns.json --include patterns + +# Compressed export +npx ruvector hooks export --output backup.json.gz --compress + +# CSV format +npx ruvector hooks export --output data.csv --format csv +``` + +**Output:** +``` +Exported 89 patterns to team-patterns.json +Size: 45.2 KB +SHA256: 8f3b4c2a... +``` + +--- + +### `hooks import` + +Import learned patterns from file. + +**Syntax:** +```bash +npx ruvector hooks import --input [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--input` | `PATH` | required | Input file path | +| `--merge` | flag | false | Merge with existing patterns | +| `--strategy` | `STRATEGY` | `prefer-local` | Merge strategy: `prefer-local`, `prefer-imported`, `average` | +| `--validate` | flag | false | Validate before importing | + +**Examples:** + +```bash +# Import patterns (replace) +npx ruvector hooks import --input patterns.json + +# Merge with existing +npx ruvector hooks import --input team-patterns.json --merge + +# Merge with strategy +npx ruvector hooks import --input patterns.json --merge --strategy average + +# Validate first +npx ruvector hooks import --input data.json --validate +``` + +**Output:** +``` +Importing patterns... +Imported 89 patterns +Merged with 67 existing patterns +New total: 123 patterns (33 updated, 56 unchanged) +``` + +--- + +### `hooks enable` / `hooks disable` + +Enable or disable the hooks system. + +**Syntax:** +```bash +npx ruvector hooks enable +npx ruvector hooks disable +``` + +**Examples:** + +```bash +# Disable temporarily +npx ruvector hooks disable +# Output: Hooks disabled (set RUVECTOR_INTELLIGENCE_ENABLED=false) + +# Re-enable +npx ruvector hooks enable +# Output: Hooks enabled (set RUVECTOR_INTELLIGENCE_ENABLED=true) +``` + +--- + +## Hook Execution Commands + +### `hooks pre-edit` + +Execute pre-edit validation and agent assignment. + +**Syntax:** +```bash +npx ruvector hooks pre-edit --file [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--file`, `-f` | `PATH` | required | File path to be edited | +| `--auto-assign-agent` | flag | true | Assign best agent | +| `--validate-syntax` | flag | false | Validate syntax | +| `--check-conflicts` | flag | false | Check for conflicts | +| `--backup-file` | flag | false | Create backup | + +**Examples:** + +```bash +# Basic pre-edit +npx ruvector hooks pre-edit --file src/auth/login.ts + +# With validation +npx ruvector hooks pre-edit -f src/api.ts --validate-syntax + +# Safe edit with backup +npx ruvector hooks pre-edit -f config.json --backup-file +``` + +**Output (JSON):** +```json +{ + "continue": true, + "file": "src/auth/login.ts", + "assignedAgent": "typescript-developer", + "confidence": 0.85, + "syntaxValid": true, + "warnings": [] +} +``` + +--- + +### `hooks post-edit` + +Execute post-edit processing. + +**Syntax:** +```bash +npx ruvector hooks post-edit --file [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--file`, `-f` | `PATH` | required | File that was edited | +| `--success` | `BOOL` | true | Whether edit succeeded | +| `--auto-format` | flag | true | Format code | +| `--memory-key`, `-m` | `KEY` | auto | Memory storage key | +| `--train-patterns` | flag | false | Train neural patterns | +| `--validate-output` | flag | false | Validate result | + +**Examples:** + +```bash +# Basic post-edit +npx ruvector hooks post-edit --file src/app.ts + +# With memory key +npx ruvector hooks post-edit -f src/auth.ts -m "auth/login-impl" + +# Full processing +npx ruvector hooks post-edit -f src/utils.ts --train-patterns --validate-output +``` + +**Output (JSON):** +```json +{ + "file": "src/app.ts", + "formatted": true, + "formatterUsed": "prettier", + "memorySaved": "edits/src/app.ts", + "patternsTrained": 3, + "success": true +} +``` + +--- + +### `hooks pre-command` + +Execute pre-command safety check. + +**Syntax:** +```bash +npx ruvector hooks pre-command [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--check-safety` | flag | true | Verify command safety | +| `--estimate-resources` | flag | false | Estimate resource usage | +| `--require-confirmation` | flag | false | Require confirmation | + +**Examples:** + +```bash +# Basic check +npx ruvector hooks pre-command "npm install" + +# With resource estimation +npx ruvector hooks pre-command "docker build ." --estimate-resources + +# Dangerous command +npx ruvector hooks pre-command "rm -rf /tmp/*" --require-confirmation +``` + +--- + +### `hooks post-command` + +Execute post-command logging. + +**Syntax:** +```bash +npx ruvector hooks post-command [STDERR] +``` + +**Parameters:** + +| Parameter | Type | Description | +|-----------|------|-------------| +| `COMMAND` | string | Command that was executed | +| `SUCCESS` | boolean | Whether command succeeded | +| `STDERR` | string | Error output (optional) | + +**Examples:** + +```bash +# Successful command +npx ruvector hooks post-command "npm test" true + +# Failed command +npx ruvector hooks post-command "cargo build" false "error[E0308]" +``` + +--- + +## Session Commands + +### `hooks session-start` + +Initialize a new session. + +**Syntax:** +```bash +npx ruvector hooks session-start [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--session-id`, `-s` | `ID` | auto-generated | Session identifier | +| `--load-context` | flag | false | Load previous context | +| `--init-agents` | flag | false | Initialize agents | + +**Examples:** + +```bash +# Auto-generated session +npx ruvector hooks session-start + +# Named session +npx ruvector hooks session-start --session-id "feature-auth" + +# With context loading +npx ruvector hooks session-start -s "debug-123" --load-context +``` + +**Output:** +``` +RuVector Intelligence Layer Active + +Session: feature-auth +Patterns: 131 state-action pairs +Memories: 4,247 vectors +Status: Ready +``` + +--- + +### `hooks session-end` + +End and persist session state. + +**Syntax:** +```bash +npx ruvector hooks session-end [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--session-id`, `-s` | `ID` | current | Session to end | +| `--save-state` | flag | true | Save session state | +| `--export-metrics` | flag | false | Export metrics | +| `--generate-summary` | flag | false | Generate summary | +| `--cleanup-temp` | flag | false | Remove temp files | + +**Examples:** + +```bash +# Basic end +npx ruvector hooks session-end + +# With metrics and summary +npx ruvector hooks session-end --export-metrics --generate-summary + +# Full cleanup +npx ruvector hooks session-end -s "debug-session" --cleanup-temp +``` + +**Output (JSON):** +```json +{ + "sessionId": "feature-auth", + "duration": 7200000, + "saved": true, + "metrics": { + "commandsRun": 145, + "filesModified": 23, + "tokensUsed": 85000 + }, + "summaryPath": "./sessions/feature-auth-summary.md" +} +``` + +--- + +### `hooks session-restore` + +Restore a previous session. + +**Syntax:** +```bash +npx ruvector hooks session-restore --session-id [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--session-id`, `-s` | `ID` | required | Session to restore | +| `--restore-memory` | flag | true | Restore memory state | +| `--restore-agents` | flag | false | Restore agent configs | + +**Examples:** + +```bash +# Restore session +npx ruvector hooks session-restore --session-id "feature-auth" + +# Full restore +npx ruvector hooks session-restore -s "debug-123" --restore-agents +``` + +--- + +## Utility Commands + +### `hooks validate-config` + +Validate hook configuration. + +**Syntax:** +```bash +npx ruvector hooks validate-config [OPTIONS] +``` + +**Options:** + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `--file` | `PATH` | `.claude/settings.json` | Config file to validate | +| `--fix` | flag | false | Auto-fix issues | + +**Examples:** + +```bash +# Validate default config +npx ruvector hooks validate-config + +# Validate custom file +npx ruvector hooks validate-config --file .claude/settings.json + +# Auto-fix issues +npx ruvector hooks validate-config --fix +``` + +--- + +## Memory Commands + +### `remember` + +Store content in vector memory for semantic search. + +**Syntax:** +```bash +node .claude/intelligence/cli.js remember +``` + +**Parameters:** + +| Parameter | Type | Description | +|-----------|------|-------------| +| `type` | string | Memory category: `edit`, `command`, `decision`, `error` | +| `content` | string | Content to store | + +**Examples:** + +```bash +# Store an edit memory +node .claude/intelligence/cli.js remember edit "implemented OAuth2 in auth.ts" + +# Store a decision +node .claude/intelligence/cli.js remember decision "chose JWT over sessions for auth" +``` + +--- + +### `recall` + +Search memory semantically. + +**Syntax:** +```bash +node .claude/intelligence/cli.js recall +``` + +**Examples:** + +```bash +# Find related memories +node .claude/intelligence/cli.js recall "authentication implementation" + +# Search for error patterns +node .claude/intelligence/cli.js recall "E0308 type mismatch" +``` + +**Output (JSON):** +```json +{ + "query": "authentication", + "results": [ + { + "type": "edit", + "content": "implemented OAuth2 in auth.ts", + "score": "0.85", + "timestamp": "2025-12-27T10:30:00Z" + } + ] +} +``` + +--- + +### `route` + +Route a task to the best agent based on learned patterns. + +**Syntax:** +```bash +node .claude/intelligence/cli.js route [OPTIONS] +``` + +**Options:** + +| Option | Type | Description | +|--------|------|-------------| +| `--file` | `PATH` | File being worked on | +| `--crate` | `NAME` | Crate name for Rust projects | +| `--op` | `TYPE` | Operation type: `edit`, `test`, `review` | + +**Examples:** + +```bash +# Route based on file type +node .claude/intelligence/cli.js route "fix bug" --file src/auth.rs --crate ruvector-core + +# Route a testing task +node .claude/intelligence/cli.js route "add tests" --file lib.rs --op test +``` + +**Output (JSON):** +```json +{ + "recommended": "rust-developer", + "confidence": 0.82, + "reasoning": "Learned from 47 similar edits" +} +``` + +--- + +## V3 Intelligence Features + +### `record-error` + +Record an error for pattern learning. + +**Syntax:** +```bash +node .claude/intelligence/cli.js record-error +``` + +**Examples:** + +```bash +# Record a Rust compilation error +node .claude/intelligence/cli.js record-error "cargo build" "error[E0308]: mismatched types" +``` + +**Output:** +```json +{ + "recorded": 1, + "errors": [{"type": "rust", "code": "E0308"}] +} +``` + +--- + +### `suggest-fix` + +Get suggested fixes for an error code based on past solutions. + +**Syntax:** +```bash +node .claude/intelligence/cli.js suggest-fix +``` + +**Examples:** + +```bash +# Get fix suggestions for Rust error +node .claude/intelligence/cli.js suggest-fix "rust:E0308" + +# Get fix for npm error +node .claude/intelligence/cli.js suggest-fix "npm:ERESOLVE" +``` + +**Output:** +```json +{ + "errorCode": "rust:E0308", + "recentFixes": [ + "Add explicit type annotation", + "Use .into() for conversion" + ], + "confidence": 0.75 +} +``` + +--- + +### `suggest-next` + +Suggest next files to edit based on edit sequence patterns. + +**Syntax:** +```bash +node .claude/intelligence/cli.js suggest-next +``` + +**Examples:** + +```bash +# Get suggestions after editing lib.rs +node .claude/intelligence/cli.js suggest-next "crates/ruvector-core/src/lib.rs" +``` + +**Output:** +```json +[ + {"file": "mod.rs", "confidence": 0.85}, + {"file": "tests.rs", "confidence": 0.72} +] +``` + +--- + +### `should-test` + +Check if tests should be run after editing a file. + +**Syntax:** +```bash +node .claude/intelligence/cli.js should-test +``` + +**Examples:** + +```bash +node .claude/intelligence/cli.js should-test "src/lib.rs" +``` + +**Output:** +```json +{ + "suggest": true, + "command": "cargo test -p ruvector-core", + "reason": "Core library modified" +} +``` + +--- + +## Swarm/Hive-Mind Commands + +### `swarm-register` + +Register an agent in the swarm. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-register [capabilities...] +``` + +**Examples:** + +```bash +# Register a Rust developer agent +node .claude/intelligence/cli.js swarm-register agent-1 rust-developer testing optimization +``` + +--- + +### `swarm-coordinate` + +Record coordination between agents. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-coordinate [weight] +``` + +**Examples:** + +```bash +# Record coordination from coder to reviewer +node .claude/intelligence/cli.js swarm-coordinate coder-1 reviewer-1 1.5 +``` + +--- + +### `swarm-optimize` + +Optimize task distribution across agents. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-optimize ... +``` + +**Examples:** + +```bash +node .claude/intelligence/cli.js swarm-optimize "implement auth" "write tests" "review code" +``` + +--- + +### `swarm-recommend` + +Get the best agent for a task type. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-recommend [capabilities...] +``` + +**Examples:** + +```bash +node .claude/intelligence/cli.js swarm-recommend rust-development testing +``` + +--- + +### `swarm-heal` + +Handle agent failure and recover. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-heal +``` + +**Examples:** + +```bash +node .claude/intelligence/cli.js swarm-heal agent-3 +``` + +--- + +### `swarm-stats` + +Show swarm statistics. + +**Syntax:** +```bash +node .claude/intelligence/cli.js swarm-stats +``` + +**Output:** +```json +{ + "agents": 5, + "activeAgents": 4, + "totalCoordinations": 127, + "avgCoordinationWeight": 1.2 +} +``` + +--- + +## Exit Codes + +| Code | Meaning | +|------|---------| +| 0 | Success | +| 1 | General error | +| 2 | Configuration error | +| 3 | Migration error | +| 4 | Validation failed | +| 5 | Timeout | + +--- + +## Environment Variables + +### RuVector Variables + +| Variable | Default | Description | +|----------|---------|-------------| +| `RUVECTOR_HOME` | `~/.ruvector` | Global patterns directory | +| `RUVECTOR_DATA_DIR` | `./.ruvector` | Project-local data directory | +| `RUVECTOR_CLI_PATH` | auto-detected | Path to CLI binary | +| `RUVECTOR_INTELLIGENCE_ENABLED` | `true` | Enable/disable intelligence | +| `RUVECTOR_LEARNING_RATE` | `0.1` | Q-learning alpha parameter | +| `RUVECTOR_MEMORY_BACKEND` | `rvlite` | Memory backend: `rvlite`, `json` | +| `RUVECTOR_WASM_SIZE_LIMIT_KB` | `3072` | WASM size limit for rvlite | +| `INTELLIGENCE_MODE` | `treatment` | A/B test group: `treatment`, `control` | + +### Claude Flow Variables + +| Variable | Default | Description | +|----------|---------|-------------| +| `CLAUDE_FLOW_HOOKS_ENABLED` | `true` | Enable/disable all hooks | +| `CLAUDE_FLOW_AUTO_COMMIT` | `false` | Auto-commit after changes | +| `CLAUDE_FLOW_AUTO_PUSH` | `false` | Auto-push after commits | +| `CLAUDE_FLOW_TELEMETRY_ENABLED` | `true` | Enable telemetry | +| `CLAUDE_FLOW_REMOTE_EXECUTION` | `true` | Allow remote execution | +| `CLAUDE_FLOW_CHECKPOINTS_ENABLED` | `true` | Enable session checkpoints | +| `CLAUDE_FLOW_DEBUG` | `false` | Enable debug output | + +--- + +## See Also + +- [User Guide](USER_GUIDE.md) - Getting started guide +- [Architecture](ARCHITECTURE.md) - Technical details +- [Migration Guide](MIGRATION.md) - Upgrade from other systems +- [Troubleshooting](TROUBLESHOOTING.md) - Common issues diff --git a/docs/hooks/IMPLEMENTATION_PLAN.md b/docs/hooks/IMPLEMENTATION_PLAN.md index cb8df1370..6fc7b0845 100644 --- a/docs/hooks/IMPLEMENTATION_PLAN.md +++ b/docs/hooks/IMPLEMENTATION_PLAN.md @@ -1,5 +1,7 @@ # RuVector Generic Hooks System - Implementation Plan +> **Related Documentation**: [README](README.md) | [User Guide](USER_GUIDE.md) | [CLI Reference](CLI_REFERENCE.md) | [Architecture](ARCHITECTURE.md) + ## Executive Summary This document outlines a comprehensive SPARC-GOAP (Specification, Pseudocode, Architecture, Refinement, Completion + Goal-Oriented Action Planning) implementation plan for transforming the current repo-specific hooks system into a **generic, portable, CLI-integrated hooks system** for the ruvector project. diff --git a/docs/hooks/MIGRATION.md b/docs/hooks/MIGRATION.md new file mode 100644 index 000000000..111935851 --- /dev/null +++ b/docs/hooks/MIGRATION.md @@ -0,0 +1,581 @@ +# RuVector Hooks Migration Guide + +Guide for migrating to RuVector's portable hooks system from legacy setups or other tools. + +## Table of Contents + +1. [Overview](#overview) +2. [Migration Paths](#migration-paths) +3. [From Legacy Intelligence](#from-legacy-intelligence) +4. [From Claude-Flow](#from-claude-flow) +5. [From Manual Setup](#from-manual-setup) +6. [Data Preservation](#data-preservation) +7. [Verification](#verification) +8. [Rollback](#rollback) + +--- + +## Overview + +### Why Migrate? + +The new RuVector hooks system provides: + +| Feature | Legacy | New System | +|---------|--------|------------| +| Portability | Hardcoded paths | Dynamic resolution | +| CLI Management | Manual JSON editing | Full CLI support | +| Cross-platform | Linux/macOS only | Linux, macOS, Windows | +| Global Patterns | Not available | Supported | +| Binary Updates | Hooks break | Survive reinstalls | + +### Migration Safety + +All migrations include: +- **Automatic backup** of existing data +- **Validation** of migrated data +- **Atomic operations** with rollback capability +- **Zero data loss** guarantee + +--- + +## Migration Paths + +### Quick Reference + +| Source | Command | Time | +|--------|---------|------| +| Legacy `.claude/intelligence/` | `hooks migrate --from .claude/intelligence` | <5s | +| Claude-flow `memory.db` | `hooks migrate --from ~/.swarm/memory.db` | <10s | +| Exported JSON | `hooks import --input patterns.json` | <2s | +| Fresh start | `hooks init` | <1s | + +### Prerequisites + +Before migrating: + +```bash +# 1. Backup existing data +cp -r .claude/intelligence .claude/intelligence.backup +cp -r ~/.swarm ~/.swarm.backup + +# 2. Install latest RuVector CLI +npm install -g @ruvector/cli@latest + +# 3. Verify installation +npx ruvector --version +``` + +--- + +## From Legacy Intelligence + +Migrate from the repository-specific `.claude/intelligence/` system. + +### Current Legacy Structure + +``` +.claude/ +β”œβ”€β”€ intelligence/ +β”‚ β”œβ”€β”€ data/ +β”‚ β”‚ β”œβ”€β”€ memory.json # Vector memories +β”‚ β”‚ β”œβ”€β”€ trajectories.json # Learning history +β”‚ β”‚ β”œβ”€β”€ patterns.json # Q-learning patterns +β”‚ β”‚ └── feedback.json # User feedback +β”‚ β”œβ”€β”€ index.js # Intelligence layer +β”‚ └── cli.js # CLI commands +└── settings.json # Hardcoded hooks +``` + +### Migration Steps + +#### Step 1: Initialize New System + +```bash +npx ruvector hooks init +``` + +This creates: +``` +.ruvector/ +β”œβ”€β”€ config.toml +β”œβ”€β”€ intelligence/ +β”‚ └── (empty, ready for migration) +└── .gitignore +``` + +#### Step 2: Migrate Data + +```bash +# Migrate with validation +npx ruvector hooks migrate \ + --from .claude/intelligence \ + --validate + +# Expected output: +# Migrating from JSON files... +# βœ“ Imported 1,247 trajectories +# βœ“ Imported 89 Q-learning patterns +# βœ“ Converted 543 memories to vectors +# βœ“ Validation passed (100% integrity) +# ⏱ Completed in 3.2s +``` + +#### Step 3: Install New Hooks + +```bash +# Install portable hooks +npx ruvector hooks install --force + +# This replaces hardcoded paths with dynamic resolution +``` + +#### Step 4: Verify Migration + +```bash +# Check statistics +npx ruvector hooks stats --verbose + +# Should show migrated data: +# Patterns: 89 +# Memories: 543 +# Trajectories: 1,247 +``` + +#### Step 5: Clean Up (Optional) + +After confirming migration success: + +```bash +# Remove legacy intelligence directory +rm -rf .claude/intelligence + +# Keep backup for safety +# rm -rf .claude/intelligence.backup # Only if confident +``` + +### Legacy Settings.json Update + +**Before (hardcoded):** +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Bash", + "hooks": [{ + "command": "/bin/bash -c 'cd /workspaces/ruvector/.claude/intelligence && node cli.js pre-command'" + }] + }] + } +} +``` + +**After (portable):** +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Bash", + "hooks": [{ + "command": "/bin/bash -c 'RUVECTOR=$(which ruvector || echo npx ruvector); $RUVECTOR hooks pre-command \"$CMD\"'" + }] + }] + } +} +``` + +--- + +## From Claude-Flow + +Migrate from Claude-Flow's SQLite memory database. + +### Claude-Flow Structure + +``` +~/.swarm/ +β”œβ”€β”€ memory.db # SQLite database +β”œβ”€β”€ config.json # Configuration +└── sessions/ # Session data +``` + +### Migration Steps + +#### Step 1: Locate Memory Database + +```bash +# Default location +ls ~/.swarm/memory.db + +# Custom location (check config) +cat ~/.swarm/config.json | jq '.memoryPath' +``` + +#### Step 2: Initialize RuVector + +```bash +cd your-project +npx ruvector hooks init +``` + +#### Step 3: Migrate SQLite Data + +```bash +# Migrate from SQLite +npx ruvector hooks migrate \ + --from ~/.swarm/memory.db \ + --format sqlite \ + --validate + +# Output: +# Migrating from SQLite database... +# βœ“ Extracted 2,500 trajectories +# βœ“ Converted 150 Q-learning patterns +# βœ“ Migrated 1,200 memories to vectors +# βœ“ Validation passed +``` + +**Note:** SQLite migration requires the `sqlite-migration` feature (v1.1+). For MVP, use JSON export: + +```bash +# Alternative: Export from claude-flow first +npx claude-flow memory export --output memory-export.json + +# Then import +npx ruvector hooks import --input memory-export.json +``` + +#### Step 4: Merge with Existing Data + +If you have both legacy and claude-flow data: + +```bash +# Merge with existing patterns +npx ruvector hooks migrate \ + --from ~/.swarm/memory.db \ + --merge \ + --strategy average +``` + +#### Step 5: Install Hooks + +```bash +npx ruvector hooks install +``` + +--- + +## From Manual Setup + +Migrate from manually configured hooks. + +### Current Manual Setup + +**`.claude/settings.json` (manual):** +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Write|Edit", + "hooks": [{ + "type": "command", + "command": "echo 'Pre-edit hook'" + }] + }] + } +} +``` + +### Migration Steps + +#### Step 1: Backup Existing Settings + +```bash +cp .claude/settings.json .claude/settings.json.manual-backup +``` + +#### Step 2: Initialize RuVector + +```bash +npx ruvector hooks init +``` + +#### Step 3: Install with Merge + +```bash +# Merge RuVector hooks with existing +npx ruvector hooks install --merge + +# This preserves your custom hooks and adds RuVector hooks +``` + +#### Step 4: Review Merged Settings + +```bash +# View the merged settings +cat .claude/settings.json + +# Verify your custom hooks are preserved +``` + +### Preserving Custom Hooks + +If you have custom hooks to preserve: + +**Before install:** +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "CustomTool", + "hooks": [{ + "command": "my-custom-hook.sh" + }] + }] + } +} +``` + +**After install (merged):** +```json +{ + "hooks": { + "PreToolUse": [ + { + "matcher": "Bash", + "hooks": [{ + "command": "npx ruvector hooks pre-command" + }] + }, + { + "matcher": "CustomTool", + "hooks": [{ + "command": "my-custom-hook.sh" + }] + } + ] + } +} +``` + +--- + +## Data Preservation + +### What Gets Migrated + +| Data Type | Source | Destination | +|-----------|--------|-------------| +| Q-learning patterns | `patterns.json` | `.ruvector/intelligence/patterns.json` | +| Trajectories | `trajectories.json` | `.ruvector/intelligence/trajectories.json` | +| Vector memories | `memory.json` | `.ruvector/intelligence/memory.rvdb` | +| Feedback data | `feedback.json` | `.ruvector/intelligence/feedback.json` | +| Configuration | settings.json | `.ruvector/config.toml` | + +### Data Integrity Checks + +The migration process includes: + +1. **Checksum validation**: Verify data wasn't corrupted +2. **Count verification**: Ensure all records migrated +3. **Q-value preservation**: Maintain learned values +4. **Vector accuracy**: Preserve embedding precision + +### Backup Locations + +Automatic backups are created: + +``` +.ruvector/ +β”œβ”€β”€ intelligence/ +β”‚ └── backup-YYYYMMDD-HHMMSS/ +β”‚ β”œβ”€β”€ patterns.json +β”‚ β”œβ”€β”€ trajectories.json +β”‚ └── memory.json +``` + +--- + +## Verification + +### Verify Migration Success + +```bash +# 1. Check statistics +npx ruvector hooks stats --verbose + +# 2. Compare counts +echo "Legacy patterns: $(jq '.patterns | length' .claude/intelligence.backup/data/patterns.json 2>/dev/null || echo 0)" +echo "Migrated patterns: $(npx ruvector hooks stats --json | jq '.patterns')" + +# 3. Test hook execution +npx ruvector hooks pre-edit --file test.ts +npx ruvector hooks post-edit --file test.ts --success true + +# 4. Verify session hooks +npx ruvector hooks session-start --session-id "migration-test" +npx ruvector hooks session-end --session-id "migration-test" +``` + +### Expected Verification Output + +```bash +$ npx ruvector hooks stats --verbose + +RuVector Intelligence Statistics +================================ + +Data Migration Status: SUCCESS + +Learning Data: + Trajectories: 1,247 (migrated: 1,247) + Patterns: 89 (migrated: 89) + Memories: 543 vectors (migrated: 543) + Integrity: 100% + +Configuration: + Hooks installed: Yes + Portable paths: Yes + Intelligence enabled: Yes +``` + +### Test in Claude Code + +1. Open Claude Code in your project +2. Verify session start message appears +3. Make an edit to a file +4. Confirm agent assignment message +5. Check post-edit formatting + +--- + +## Rollback + +### Automatic Rollback + +If migration fails, automatic rollback occurs: + +```bash +$ npx ruvector hooks migrate --from .claude/intelligence + +Migrating from JSON files... +βœ“ Imported 1,247 trajectories +βœ— Error during pattern migration: Invalid Q-value format +⟲ Rolling back migration... +βœ“ Restored from backup +Migration failed, original data preserved +``` + +### Manual Rollback + +To manually rollback: + +#### Step 1: Restore Backup + +```bash +# Restore intelligence data +rm -rf .ruvector/intelligence +cp -r .ruvector/intelligence/backup-YYYYMMDD-HHMMSS/* .ruvector/intelligence/ + +# Or restore legacy location +rm -rf .ruvector +mv .claude/intelligence.backup .claude/intelligence +``` + +#### Step 2: Restore Settings + +```bash +# Restore Claude settings +cp .claude/settings.json.backup .claude/settings.json +``` + +#### Step 3: Verify Restoration + +```bash +# For legacy +node .claude/intelligence/cli.js stats + +# For new system +npx ruvector hooks stats +``` + +### Complete Reset + +To completely reset and start fresh: + +```bash +# Remove all RuVector data +rm -rf .ruvector + +# Remove from Claude settings +# Edit .claude/settings.json to remove hooks section + +# Reinitialize +npx ruvector hooks init +npx ruvector hooks install +``` + +--- + +## Migration FAQ + +### Q: Will I lose my learned patterns? + +**A:** No. All migrations include automatic backup and validation. Q-values, trajectories, and memories are preserved with 100% integrity. + +### Q: Can I migrate incrementally? + +**A:** Yes. Use the `--merge` flag to add new data without replacing existing: + +```bash +npx ruvector hooks migrate --from new-data.json --merge +``` + +### Q: What about Windows compatibility? + +**A:** The new system uses conditional shell detection: + +```bash +# Windows +cmd /c 'npx ruvector hooks ...' + +# Linux/macOS +/bin/bash -c 'npx ruvector hooks ...' +``` + +### Q: How do I migrate a team project? + +**A:** Export and share patterns: + +```bash +# Team member 1: Export +npx ruvector hooks export --output team-patterns.json + +# Team member 2: Import and merge +npx ruvector hooks import --input team-patterns.json --merge +``` + +### Q: Is the migration reversible? + +**A:** Yes. Backups are automatically created and manual rollback is always possible. + +--- + +## Post-Migration Checklist + +- [ ] `npx ruvector hooks stats` shows expected counts +- [ ] Session hooks trigger on Claude Code start +- [ ] Pre-edit hooks assign agents correctly +- [ ] Post-edit hooks format code +- [ ] No hardcoded paths in `.claude/settings.json` +- [ ] Backup data stored safely +- [ ] Team notified of migration (if applicable) + +--- + +## See Also + +- [User Guide](USER_GUIDE.md) - Getting started +- [CLI Reference](CLI_REFERENCE.md) - Command documentation +- [Architecture](ARCHITECTURE.md) - Technical details +- [Troubleshooting](TROUBLESHOOTING.md) - Common issues diff --git a/docs/hooks/MVP_CHECKLIST.md b/docs/hooks/MVP_CHECKLIST.md index 4f2c43ce1..9cde3aa43 100644 --- a/docs/hooks/MVP_CHECKLIST.md +++ b/docs/hooks/MVP_CHECKLIST.md @@ -1,5 +1,7 @@ # Hooks System MVP - Implementation Checklist +> **Related Documentation**: [README](README.md) | [Implementation Plan](IMPLEMENTATION_PLAN.md) | [Architecture](ARCHITECTURE.md) + **Target**: 3-4 weeks | **Status**: Ready for Development **Feature Branch**: `feature/portable-hooks-mvp` diff --git a/docs/hooks/README.md b/docs/hooks/README.md new file mode 100644 index 000000000..2ab0585bc --- /dev/null +++ b/docs/hooks/README.md @@ -0,0 +1,333 @@ +# RuVector Hooks System Documentation + +Intelligent hooks for Claude Code that provide automatic agent assignment, code formatting, neural pattern training, and cross-session memory persistence. + +> **Implementation Status**: βœ… **FULLY IMPLEMENTED** - Both implementations are now functional: +> - **Rust CLI**: `ruvector hooks ` (portable, high-performance) +> - **Node.js**: `.claude/intelligence/cli.js` (legacy compatibility) + +## Available Implementations + +```bash +# Rust CLI (recommended - faster, portable) +cargo run --bin ruvector -- hooks stats +cargo run --bin ruvector -- hooks pre-edit +cargo run --bin ruvector -- hooks post-edit --success + +# Node.js (legacy - still functional) +node .claude/intelligence/cli.js stats +node .claude/intelligence/cli.js pre-edit +``` + +## Quick Navigation + +| Document | Description | +|----------|-------------| +| [User Guide](USER_GUIDE.md) | Getting started, setup, and basic usage | +| [CLI Reference](CLI_REFERENCE.md) | Complete CLI command documentation | +| [Architecture](ARCHITECTURE.md) | Technical design and system internals | +| [Migration Guide](MIGRATION.md) | Upgrading from claude-flow or legacy systems | +| [Troubleshooting](TROUBLESHOOTING.md) | Common issues and solutions | + +## Developer Documents + +| Document | Description | +|----------|-------------| +| [Implementation Plan](IMPLEMENTATION_PLAN.md) | SPARC-GOAP implementation roadmap | +| [MVP Checklist](MVP_CHECKLIST.md) | Development checklist for MVP release | +| [Review Report](REVIEW_REPORT.md) | Detailed code review and recommendations | +| [Review Summary](REVIEW_SUMMARY.md) | Executive summary of review findings | + +--- + +## What Are Hooks? + +Hooks are automated actions that execute before or after Claude Code tool operations. They enable: + +- **Intelligent Agent Assignment**: Automatically assign the best agent for each file type +- **Code Quality**: Format, lint, and validate code automatically +- **Memory Persistence**: Store decisions and context across sessions +- **Neural Learning**: Continuously improve from successful patterns +- **Swarm Coordination**: Synchronize knowledge across multi-agent workflows + +## System Overview + +``` +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ Claude Code Session β”‚ +β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ +β”‚ β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ PreTool │───►│ Tool │───►│ PostTool │───►│ Result β”‚ β”‚ +β”‚ β”‚ Hook β”‚ β”‚ Execute β”‚ β”‚ Hook β”‚ β”‚ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ β”‚ +β”‚ β–Ό β–Ό β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ Intelligence Layer β”‚ β”‚ +β”‚ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ +β”‚ β”‚ β”‚Q-Learn β”‚ β”‚ Vector β”‚ β”‚ Pattern β”‚ β”‚ Agent β”‚ β”‚ β”‚ +β”‚ β”‚ β”‚ Table β”‚ β”‚ Memory β”‚ β”‚ Trainingβ”‚ β”‚ Router β”‚ β”‚ β”‚ +β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +## Quick Start + +### 1. Initialize Hooks + +```bash +# Using npx (recommended) +npx ruvector hooks init + +# Or using claude-flow +npx claude-flow init --hooks +``` + +### 2. Install into Claude Code + +```bash +npx ruvector hooks install +``` + +### 3. Verify Setup + +```bash +npx ruvector hooks stats +``` + +## Hook Types + +### Pre-Operation Hooks + +Execute **before** Claude Code operations: + +| Hook | Trigger | Purpose | +|------|---------|---------| +| `pre-edit` | Write, Edit, MultiEdit | Agent assignment, syntax validation | +| `pre-bash` | Bash commands | Safety checks, resource estimation | +| `pre-task` | Task spawning | Auto-spawn agents, load memory | +| `pre-search` | Grep, Glob | Cache checking, query optimization | + +### Post-Operation Hooks + +Execute **after** Claude Code operations: + +| Hook | Trigger | Purpose | +|------|---------|---------| +| `post-edit` | Write, Edit, MultiEdit | Formatting, memory storage, training | +| `post-bash` | Bash commands | Logging, metrics, error detection | +| `post-task` | Task completion | Performance analysis, learning export | +| `post-search` | Grep, Glob | Caching, pattern improvement | + +### Session Hooks + +Manage session lifecycle: + +| Hook | Trigger | Purpose | +|------|---------|---------| +| `session-start` | Session begins | Context loading, initialization | +| `session-restore` | Manual restore | Restore previous session state | +| `session-end` / `Stop` | Session ends | Persist state, export metrics | + +### Compact Hooks + +Execute during context compaction: + +| Hook | Matcher | Purpose | +|------|---------|---------| +| `PreCompact` | `manual` | Display learned patterns during manual compact | +| `PreCompact` | `auto` | Show learning stats during auto-compact | + +## Configuration + +Hooks are configured in `.claude/settings.json`: + +```json +{ + "env": { + "RUVECTOR_INTELLIGENCE_ENABLED": "true", + "INTELLIGENCE_MODE": "treatment", + "RUVECTOR_MEMORY_BACKEND": "rvlite" + }, + "permissions": { + "allow": ["Bash(cargo:*)", "Bash(git:*)", "Bash(.claude/hooks:*)"], + "deny": ["Bash(rm -rf /)", "Bash(cargo publish:*)"] + }, + "hooks": { + "PreToolUse": [ + { + "matcher": "Bash", + "hooks": [{ + "type": "command", + "timeout": 3000, + "command": "npx ruvector hooks pre-command \"$CMD\"" + }] + }, + { + "matcher": "Write|Edit|MultiEdit", + "hooks": [{ + "type": "command", + "timeout": 3000, + "command": "npx ruvector hooks pre-edit \"$FILE\"" + }] + } + ], + "PostToolUse": [ + { + "matcher": "Bash", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks post-command \"$CMD\" \"$SUCCESS\"" + }] + }, + { + "matcher": "Write|Edit|MultiEdit", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks post-edit \"$FILE\"" + }] + } + ], + "PreCompact": [ + { + "matcher": "manual", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks compact-context --mode manual" + }] + }, + { + "matcher": "auto", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks compact-context --mode auto" + }] + } + ], + "SessionStart": [ + { + "hooks": [{ + "type": "command", + "timeout": 5000, + "command": "npx ruvector hooks session-start" + }] + } + ], + "Stop": [ + { + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks session-end --persist-state" + }] + } + ] + }, + "includeCoAuthoredBy": true, + "enabledMcpjsonServers": ["claude-flow", "ruv-swarm"], + "statusLine": { + "type": "command", + "command": ".claude/statusline-command.sh" + } +} +``` + +### Configuration Sections + +| Section | Description | +|---------|-------------| +| `env` | Environment variables for hooks | +| `permissions` | Allow/deny rules for commands | +| `hooks` | Hook definitions by event type | +| `includeCoAuthoredBy` | Add co-author attribution | +| `enabledMcpjsonServers` | MCP servers to enable | +| `statusLine` | Custom status line command | + +## Intelligence Layer + +The hooks system includes a self-learning intelligence layer: + +### Q-Learning Patterns + +Learns optimal actions from experience: + +- State-action pair tracking +- Reward-based learning +- Decay over time for relevance + +### Vector Memory + +Semantic search over past decisions: + +- 128-dimensional embeddings +- HNSW indexing for fast retrieval +- Persistent storage with rvlite + +### Agent Routing + +Intelligent agent assignment: + +- File type β†’ agent type mapping +- Confidence scoring +- Fallback strategies + +## Directory Structure + +After initialization: + +``` +.ruvector/ +β”œβ”€β”€ config.toml # Project configuration +β”œβ”€β”€ intelligence/ +β”‚ β”œβ”€β”€ memory.json # Vector memory entries +β”‚ β”œβ”€β”€ patterns.json # Q-learning patterns +β”‚ β”œβ”€β”€ trajectories.json # Learning trajectories +β”‚ β”œβ”€β”€ feedback.json # User feedback tracking +β”‚ └── memory.rvdb # RvLite vector database +└── .gitignore +``` + +## Environment Variables + +| Variable | Default | Description | +|----------|---------|-------------| +| `RUVECTOR_HOME` | `~/.ruvector` | Global patterns directory | +| `RUVECTOR_DATA_DIR` | `./.ruvector` | Project-local data | +| `RUVECTOR_INTELLIGENCE_ENABLED` | `true` | Enable/disable intelligence | +| `INTELLIGENCE_MODE` | `treatment` | A/B test group | + +## Performance + +The hooks system is designed for minimal overhead: + +- **Hook execution**: <50ms typical +- **Memory lookup**: <10ms with HNSW +- **Pattern training**: Async, non-blocking +- **Total overhead**: <100ms per operation + +## Integration + +Hooks integrate with: + +- **Claude Code**: Native tool hooks +- **Claude Flow**: MCP swarm coordination +- **Git**: Pre-commit and post-commit hooks +- **RvLite**: Vector database storage +- **Neural Training**: Pattern improvement + +## Next Steps + +1. Read the [User Guide](USER_GUIDE.md) for detailed setup +2. Explore the [CLI Reference](CLI_REFERENCE.md) for all commands +3. Check [Architecture](ARCHITECTURE.md) for internals +4. See [Migration Guide](MIGRATION.md) if upgrading + +--- + +## Support + +- **Issues**: [GitHub Issues](https://github.com/ruvnet/ruvector/issues) +- **Documentation**: This directory +- **Examples**: `.claude/commands/hooks/` diff --git a/docs/hooks/REVIEW_REPORT.md b/docs/hooks/REVIEW_REPORT.md index 088e62823..5f47813ad 100644 --- a/docs/hooks/REVIEW_REPORT.md +++ b/docs/hooks/REVIEW_REPORT.md @@ -1,5 +1,7 @@ # Implementation Plan Code Review Report +> **Related Documentation**: [README](README.md) | [Implementation Plan](IMPLEMENTATION_PLAN.md) | [MVP Checklist](MVP_CHECKLIST.md) + **Document**: `/home/user/ruvector/docs/hooks/IMPLEMENTATION_PLAN.md` **Reviewer**: Code Review Agent **Date**: 2025-12-25 diff --git a/docs/hooks/REVIEW_SUMMARY.md b/docs/hooks/REVIEW_SUMMARY.md index da6d2f4c9..be58a57be 100644 --- a/docs/hooks/REVIEW_SUMMARY.md +++ b/docs/hooks/REVIEW_SUMMARY.md @@ -1,5 +1,7 @@ # Hooks Implementation Plan - Code Review Summary +> **Related Documentation**: [README](README.md) | [Full Review](REVIEW_REPORT.md) | [Implementation Plan](IMPLEMENTATION_PLAN.md) + **Status**: βœ… APPROVED WITH CRITICAL FIXES **Timeline**: Optimized from 6-8 weeks β†’ **3-4 weeks for MVP** **Risk Level**: Low-Medium (major risks mitigated) diff --git a/docs/hooks/TROUBLESHOOTING.md b/docs/hooks/TROUBLESHOOTING.md new file mode 100644 index 000000000..3df9e63cc --- /dev/null +++ b/docs/hooks/TROUBLESHOOTING.md @@ -0,0 +1,733 @@ +# RuVector Hooks Troubleshooting Guide + +Solutions for common issues with the RuVector hooks system. + +## Table of Contents + +1. [Quick Diagnostics](#quick-diagnostics) +2. [Installation Issues](#installation-issues) +3. [Hook Execution Issues](#hook-execution-issues) +4. [Intelligence Layer Issues](#intelligence-layer-issues) +5. [Performance Issues](#performance-issues) +6. [Platform-Specific Issues](#platform-specific-issues) +7. [Migration Issues](#migration-issues) +8. [Debug Mode](#debug-mode) + +--- + +## Quick Diagnostics + +### Run Full Diagnostic + +```bash +# Check overall health +npx ruvector hooks stats --verbose + +# Validate configuration +npx ruvector hooks validate-config + +# Test hook execution +npx ruvector hooks pre-edit --file test.ts +npx ruvector hooks post-edit --file test.ts --success true +``` + +### Common Symptoms and Solutions + +| Symptom | Likely Cause | Solution | +|---------|--------------|----------| +| Hooks not running | Missing settings.json | Run `hooks install` | +| "Command not found" | CLI not in PATH | Use `npx ruvector` | +| No agent assignment | Intelligence disabled | Set `RUVECTOR_INTELLIGENCE_ENABLED=true` | +| Slow hook execution | Large memory | Clean old trajectories | +| Windows errors | Shell mismatch | Check shell wrapper | + +--- + +## Installation Issues + +### Problem: `hooks init` fails + +**Symptoms:** +``` +Error: Failed to create .ruvector directory +Permission denied +``` + +**Solutions:** + +1. Check directory permissions: +```bash +ls -la . +# Ensure you have write access +``` + +2. Create directory manually: +```bash +mkdir -p .ruvector/intelligence +npx ruvector hooks init +``` + +3. Use sudo (last resort): +```bash +sudo npx ruvector hooks init +sudo chown -R $USER:$USER .ruvector +``` + +--- + +### Problem: `hooks install` doesn't update settings + +**Symptoms:** +- `.claude/settings.json` unchanged +- Old hooks still running + +**Solutions:** + +1. Use `--force` flag: +```bash +npx ruvector hooks install --force +``` + +2. Check backup and restore: +```bash +# View backup +cat .claude/settings.json.backup + +# If needed, restore and try again +cp .claude/settings.json.backup .claude/settings.json +npx ruvector hooks install --force +``` + +3. Manually edit settings: +```bash +# Open and verify hook section +code .claude/settings.json +``` + +--- + +### Problem: "npx ruvector" command not found + +**Symptoms:** +``` +npm ERR! could not determine executable to run +``` + +**Solutions:** + +1. Install globally: +```bash +npm install -g @ruvector/cli +ruvector hooks init +``` + +2. Check npm configuration: +```bash +npm config get prefix +# Ensure this is in your PATH +``` + +3. Use npx with package: +```bash +npx @ruvector/cli hooks init +``` + +--- + +## Hook Execution Issues + +### Problem: Hooks not triggering + +**Symptoms:** +- No output when editing files +- Session start message missing +- Intelligence not active + +**Diagnosis:** + +```bash +# Check settings.json has hooks +cat .claude/settings.json | jq '.hooks' + +# Should show PreToolUse, PostToolUse, etc. +``` + +**Solutions:** + +1. Reinstall hooks: +```bash +npx ruvector hooks install --force +``` + +2. Check matcher patterns: +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Bash", // Case-sensitive! + "hooks": [...] + }] + } +} +``` + +3. Verify Claude Code is loading settings: +```bash +# Restart Claude Code to reload settings +``` + +--- + +### Problem: Hook timeout + +**Symptoms:** +``` +Warning: Hook timeout after 3000ms +``` + +**Solutions:** + +1. Increase timeout in settings: +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Bash", + "hooks": [{ + "timeout": 5000, // Increase to 5 seconds + "command": "..." + }] + }] + } +} +``` + +2. Check for slow operations: +```bash +# Time hook execution +time npx ruvector hooks pre-edit --file test.ts +``` + +3. Reduce hook complexity: +- Disable neural training in pre-hooks +- Use async for heavy operations +- Cache repeated lookups + +--- + +### Problem: Hook blocks tool execution + +**Symptoms:** +- Edit operations not completing +- "continue: false" in output + +**Diagnosis:** + +```bash +# Test hook directly +npx ruvector hooks pre-edit --file problematic-file.ts + +# Check response +# { "continue": false, "reason": "..." } +``` + +**Solutions:** + +1. Check protected files: +```bash +# If file is protected, you'll see: +# { "continue": false, "reason": "Protected file" } + +# Add to exceptions in config.toml +[hooks] +protected_exceptions = [".env.local"] +``` + +2. Disable blocking: +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Write", + "hooks": [{ + "command": "...", + "continueOnError": true // Never block on error + }] + }] + } +} +``` + +--- + +## Intelligence Layer Issues + +### Problem: No agent suggestions + +**Symptoms:** +- `assignedAgent` always null +- No intelligence guidance + +**Diagnosis:** + +```bash +# Check intelligence status +npx ruvector hooks stats + +# Expected output: +# Patterns: N +# Memories: N +# Status: Ready +``` + +**Solutions:** + +1. Enable intelligence: +```bash +export RUVECTOR_INTELLIGENCE_ENABLED=true +``` + +2. Check data files exist: +```bash +ls -la .ruvector/intelligence/ +# Should show patterns.json, memory.json, etc. +``` + +3. Initialize fresh data: +```bash +npx ruvector hooks init --force +``` + +--- + +### Problem: Poor agent suggestions + +**Symptoms:** +- Wrong agent assigned to file types +- Low confidence scores + +**Diagnosis:** + +```bash +# Check patterns +npx ruvector hooks stats --verbose + +# Look for: +# Top Patterns: +# 1. edit_rs_in_xxx β†’ rust-developer (Q=0.82) +``` + +**Solutions:** + +1. Reset learning data: +```bash +rm .ruvector/intelligence/patterns.json +rm .ruvector/intelligence/trajectories.json +# Will rebuild from scratch +``` + +2. Import team patterns: +```bash +npx ruvector hooks import --input team-patterns.json +``` + +3. Wait for learning: +- Patterns improve with use +- 50+ edits needed for good suggestions + +--- + +### Problem: Memory search slow or failing + +**Symptoms:** +- Memory search timeout +- "Error: Failed to load memory" + +**Diagnosis:** + +```bash +# Check memory size +ls -la .ruvector/intelligence/memory.json + +# If >10MB, consider cleanup +``` + +**Solutions:** + +1. Clean old memories: +```bash +# Backup first +cp .ruvector/intelligence/memory.json memory-backup.json + +# Keep only recent +node -e " +const fs = require('fs'); +const data = JSON.parse(fs.readFileSync('.ruvector/intelligence/memory.json')); +const recent = data.slice(-1000); // Keep last 1000 +fs.writeFileSync('.ruvector/intelligence/memory.json', JSON.stringify(recent)); +" +``` + +2. Rebuild HNSW index: +```bash +rm .ruvector/intelligence/memory.rvdb +# Will rebuild on next use +``` + +--- + +## Performance Issues + +### Problem: High hook overhead + +**Symptoms:** +- Slow file operations +- Noticeable delay on every edit + +**Diagnosis:** + +```bash +# Time individual hooks +time npx ruvector hooks pre-edit --file test.ts +time npx ruvector hooks post-edit --file test.ts --success true + +# Target: <50ms each +``` + +**Solutions:** + +1. Disable neural training: +```bash +# In config.toml +[intelligence] +neural_training = false +``` + +2. Reduce memory operations: +```toml +[hooks] +store_memory = false # Disable memory storage +``` + +3. Use async post-hooks: +```json +{ + "hooks": { + "PostToolUse": [{ + "matcher": "Write", + "hooks": [{ + "command": "...", + "async": true // Don't wait for completion + }] + }] + } +} +``` + +--- + +### Problem: Large intelligence data files + +**Symptoms:** +- `.ruvector/intelligence/` >100MB +- Slow startup + +**Solutions:** + +1. Set retention limits: +```toml +# In config.toml +[intelligence] +max_trajectories = 1000 +max_memories = 10000 +``` + +2. Clean old data: +```bash +# Export current patterns +npx ruvector hooks export --output patterns-backup.json --include patterns + +# Reset +rm -rf .ruvector/intelligence/* + +# Re-import patterns +npx ruvector hooks import --input patterns-backup.json +``` + +--- + +## Platform-Specific Issues + +### Windows Issues + +#### Problem: "/bin/bash not found" + +**Symptoms:** +``` +'/bin/bash' is not recognized as an internal or external command +``` + +**Solution:** + +Check that hooks use Windows-compatible shell: + +```json +{ + "hooks": { + "PreToolUse": [{ + "matcher": "Bash", + "hooks": [{ + "command": "cmd /c 'npx ruvector hooks pre-command'" + }] + }] + } +} +``` + +Or reinstall hooks (auto-detects platform): +```bash +npx ruvector hooks install --force +``` + +#### Problem: Path separator issues + +**Symptoms:** +- File paths not recognized +- "File not found" errors + +**Solution:** + +Ensure paths use forward slashes or escaped backslashes: + +```bash +# Good +npx ruvector hooks pre-edit --file "src/app.ts" + +# Bad on Windows +npx ruvector hooks pre-edit --file "src\app.ts" +``` + +#### Problem: jq not found + +**Symptoms:** +``` +'jq' is not recognized as an internal or external command +``` + +**Solutions:** + +1. Install jq: +```bash +# Using chocolatey +choco install jq + +# Using scoop +scoop install jq +``` + +2. Or use jq-free hooks: +```bash +npx ruvector hooks install --template minimal +``` + +--- + +### macOS Issues + +#### Problem: Permission denied + +**Symptoms:** +``` +Error: EACCES: permission denied +``` + +**Solutions:** + +1. Fix npm permissions: +```bash +sudo chown -R $(whoami) ~/.npm +``` + +2. Use nvm: +```bash +# Install nvm and use it for npm +nvm install node +nvm use node +``` + +--- + +### Linux Issues + +#### Problem: Node.js version too old + +**Symptoms:** +``` +SyntaxError: Unexpected token '.' +``` + +**Solution:** + +Update Node.js: +```bash +# Using nvm +nvm install 18 +nvm use 18 + +# Or using package manager +curl -fsSL https://deb.nodesource.com/setup_18.x | sudo -E bash - +sudo apt-get install -y nodejs +``` + +--- + +## Migration Issues + +### Problem: Migration data loss + +**Symptoms:** +- Fewer patterns after migration +- Missing memories + +**Diagnosis:** + +```bash +# Compare counts +echo "Before: $(jq '.length' old-patterns.json)" +echo "After: $(npx ruvector hooks stats --json | jq '.patterns')" +``` + +**Solutions:** + +1. Use validation: +```bash +npx ruvector hooks migrate --from old-data --validate +``` + +2. Merge instead of replace: +```bash +npx ruvector hooks migrate --from old-data --merge +``` + +3. Restore from backup: +```bash +cp .ruvector/intelligence/backup-*/* .ruvector/intelligence/ +``` + +--- + +### Problem: SQLite migration format error + +**Symptoms:** +``` +Error: Unknown embedding format in memory.db +``` + +**Solution:** + +SQLite migration requires format detection. For MVP, use JSON export: + +```bash +# Export from source as JSON first +npx claude-flow memory export --output memory.json + +# Then import +npx ruvector hooks import --input memory.json +``` + +--- + +## Debug Mode + +### Enable Debug Output + +```bash +# Set environment variable +export CLAUDE_FLOW_DEBUG=true +export RUVECTOR_DEBUG=true + +# Run with debug +npx ruvector hooks pre-edit --file test.ts --debug +``` + +### Debug Output Interpretation + +``` +DEBUG: Loading config from .ruvector/config.toml +DEBUG: Intelligence enabled: true +DEBUG: Q-table loaded: 89 patterns +DEBUG: Memory loaded: 543 vectors +DEBUG: Encoding state for test.ts +DEBUG: State key: edit_ts_in_project +DEBUG: Q-values: { "typescript-developer": 0.82, "coder": 0.45 } +DEBUG: Selected agent: typescript-developer (confidence: 0.82) +``` + +### View Hook Logs + +```bash +# Today's logs +cat .ruvector/logs/hooks-$(date +%Y-%m-%d).log + +# Tail logs +tail -f .ruvector/logs/hooks-*.log +``` + +### Test Hooks Manually + +```bash +# Test pre-edit +echo '{"tool_input":{"file_path":"test.ts"}}' | npx ruvector hooks pre-edit --stdin + +# Test post-edit +echo '{"tool_input":{"file_path":"test.ts"},"tool_result":{"success":true}}' | npx ruvector hooks post-edit --stdin +``` + +--- + +## Getting Help + +### Gather Diagnostic Info + +```bash +# Create diagnostic report +{ + echo "=== RuVector Version ===" + npx ruvector --version + + echo -e "\n=== Node Version ===" + node --version + + echo -e "\n=== Platform ===" + uname -a + + echo -e "\n=== Hooks Stats ===" + npx ruvector hooks stats --json + + echo -e "\n=== Config ===" + cat .ruvector/config.toml + + echo -e "\n=== Settings ===" + cat .claude/settings.json | jq '.hooks' +} > ruvector-diagnostic.txt + +echo "Diagnostic saved to ruvector-diagnostic.txt" +``` + +### Report Issues + +1. Create diagnostic report (above) +2. Open issue: https://github.com/ruvnet/ruvector/issues +3. Include: + - Diagnostic report + - Steps to reproduce + - Expected vs actual behavior + +--- + +## See Also + +- [User Guide](USER_GUIDE.md) - Getting started +- [CLI Reference](CLI_REFERENCE.md) - Command documentation +- [Architecture](ARCHITECTURE.md) - Technical details +- [Migration Guide](MIGRATION.md) - Upgrade from other systems diff --git a/docs/hooks/USER_GUIDE.md b/docs/hooks/USER_GUIDE.md new file mode 100644 index 000000000..3f771a8be --- /dev/null +++ b/docs/hooks/USER_GUIDE.md @@ -0,0 +1,629 @@ +# RuVector Hooks User Guide + +A comprehensive guide to setting up and using the RuVector hooks system for intelligent Claude Code automation. + +## Table of Contents + +1. [Quick Start](#quick-start) +2. [Prerequisites](#prerequisites) +3. [Installation](#installation) +4. [Basic Usage](#basic-usage) +5. [Configuration](#configuration) +6. [Working with Hooks](#working-with-hooks) +7. [Intelligence Features](#intelligence-features) +8. [Best Practices](#best-practices) +9. [Examples](#examples) + +--- + +## Quick Start + +Get up and running in under 5 minutes: + +```bash +# Step 1: Initialize hooks in your project +npx ruvector hooks init + +# Step 2: Install hooks into Claude Code +npx ruvector hooks install + +# Step 3: Verify installation +npx ruvector hooks stats + +# Done! Hooks are now active +``` + +--- + +## Prerequisites + +### Required + +- **Node.js 18+**: Required for hook execution +- **Claude Code**: The hooks integrate with Claude Code's hook system +- **npm or pnpm**: Package manager for installation + +### Optional + +- **jq**: JSON processing for hook data (auto-installed on most systems) +- **Git**: For version control integration +- **claude-flow CLI**: For advanced swarm coordination + +### Verify Prerequisites + +```bash +# Check Node.js version +node --version # Should be 18.x or higher + +# Check npm +npm --version + +# Check jq (optional) +which jq || echo "jq not installed (optional)" +``` + +--- + +## Installation + +### Method 1: npx (Recommended) + +The simplest way to install hooks: + +```bash +# Initialize in any project +cd your-project +npx ruvector hooks init +npx ruvector hooks install +``` + +### Method 2: Global Installation + +For frequent use across projects: + +```bash +# Install globally +npm install -g @ruvector/cli + +# Then use directly +ruvector hooks init +ruvector hooks install +``` + +### Method 3: With Claude Flow + +If using claude-flow for swarm coordination: + +```bash +# Initialize with full hook support +npx claude-flow init --hooks + +# Hooks are automatically configured +``` + +### Verify Installation + +```bash +# Check hooks are installed +npx ruvector hooks stats + +# Expected output: +# RuVector Intelligence Statistics +# -------------------------------- +# Patterns: 0 (new installation) +# Memories: 0 +# Status: Ready +``` + +--- + +## Basic Usage + +### How Hooks Work + +Hooks automatically execute when you use Claude Code: + +1. **Pre-hooks** run before tool execution +2. **Post-hooks** run after tool execution +3. **Session hooks** run at session boundaries + +### Automatic Behavior + +Once installed, hooks work automatically: + +```bash +# When you edit a file in Claude Code: +# 1. pre-edit hook checks file type, assigns agent +# 2. Claude Code performs the edit +# 3. post-edit hook formats code, stores in memory + +# When you run a command: +# 1. pre-bash hook validates safety +# 2. Command executes +# 3. post-bash hook logs result, updates metrics +``` + +### Manual Hook Execution + +You can also run hooks manually: + +```bash +# Test pre-edit hook +npx ruvector hooks pre-edit --file "src/app.ts" + +# Test post-edit hook +npx ruvector hooks post-edit --file "src/app.ts" --success true + +# Run session hooks +npx ruvector hooks session-start +npx ruvector hooks session-end --export-metrics +``` + +--- + +## Configuration + +### Configuration File + +After `hooks init`, a configuration file is created: + +**`.ruvector/config.toml`**: + +```toml +[intelligence] +enabled = true +learning_rate = 0.1 +ab_test_group = "treatment" +use_hyperbolic_distance = true +curvature = 1.0 + +[memory] +backend = "rvdb" +max_memories = 50000 +dimensions = 128 + +[patterns] +decay_half_life_days = 7 +min_q_value = -0.5 +max_q_value = 0.8 + +[hooks] +pre_command_enabled = true +post_command_enabled = true +pre_edit_enabled = true +post_edit_enabled = true +session_start_enabled = true +session_end_enabled = true +timeout_ms = 3000 +``` + +### Claude Code Settings + +Hooks are registered in `.claude/settings.json`: + +```json +{ + "hooks": { + "PreToolUse": [ + { + "matcher": "Bash", + "hooks": [{ + "type": "command", + "timeout": 3000, + "command": "npx ruvector hooks pre-command \"$CMD\"" + }] + }, + { + "matcher": "Write|Edit|MultiEdit", + "hooks": [{ + "type": "command", + "timeout": 3000, + "command": "npx ruvector hooks pre-edit \"$FILE\"" + }] + } + ], + "PostToolUse": [ + { + "matcher": "Write|Edit|MultiEdit", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks post-edit \"$FILE\" \"true\"" + }] + } + ], + "SessionStart": [ + { + "hooks": [{ + "type": "command", + "timeout": 5000, + "command": "npx ruvector hooks session-start" + }] + } + ] + } +} +``` + +### Customizing Hooks + +#### Add Protected File Detection + +```json +{ + "hooks": { + "PreToolUse": [ + { + "matcher": "Write|Edit", + "hooks": [{ + "type": "command", + "command": "npx ruvector hooks check-protected \"$FILE\"" + }] + } + ] + } +} +``` + +#### Add Auto-Testing + +```json +{ + "hooks": { + "PostToolUse": [ + { + "matcher": "Write", + "hooks": [{ + "type": "command", + "command": "test -f \"${FILE%.ts}.test.ts\" && npm test \"${FILE%.ts}.test.ts\"", + "continueOnError": true + }] + } + ] + } +} +``` + +--- + +## Working with Hooks + +### Pre-Edit Hook + +Runs before file modifications: + +```bash +npx ruvector hooks pre-edit --file "src/auth/login.ts" +``` + +**What it does:** +- Detects file type and language +- Assigns appropriate agent (e.g., TypeScript files β†’ typescript-developer) +- Checks for existing patterns +- Validates syntax if enabled +- Creates backup if configured + +**Output example:** +```json +{ + "continue": true, + "agent": "typescript-developer", + "confidence": 0.85, + "syntaxValid": true, + "warnings": [] +} +``` + +### Post-Edit Hook + +Runs after file modifications: + +```bash +npx ruvector hooks post-edit --file "src/auth/login.ts" --success true +``` + +**What it does:** +- Records successful edit in trajectory +- Updates Q-learning patterns +- Stores context in vector memory +- Optionally formats code +- Trains neural patterns + +### Session Hooks + +#### Starting a Session + +```bash +npx ruvector hooks session-start --session-id "feature-dev" +``` + +**Output:** +``` +RuVector Intelligence Layer Active + +Patterns: 131 state-action pairs +Memories: 4,247 vectors +Status: Ready +``` + +#### Ending a Session + +```bash +npx ruvector hooks session-end --export-metrics --generate-summary +``` + +**What it does:** +- Persists memory state +- Exports session metrics +- Generates work summary +- Cleans up temporary files + +--- + +## Intelligence Features + +### Q-Learning + +The hooks system learns from your actions: + +```bash +# View learned patterns +npx ruvector hooks stats --verbose + +# Output: +# Top Patterns: +# 1. edit_ts_in_src β†’ typescript-developer (Q=0.82) +# 2. edit_rs_in_crates β†’ rust-developer (Q=0.79) +# 3. cargo_test β†’ success (Q=0.91) +``` + +### Agent Routing + +Automatically assigns the best agent for each file: + +| File Type | Assigned Agent | Confidence | +|-----------|---------------|------------| +| `*.ts`, `*.tsx` | typescript-developer | 85% | +| `*.rs` | rust-developer | 80% | +| `*.py` | python-developer | 78% | +| `*.go` | go-developer | 75% | +| `*.sql` | database-specialist | 70% | + +### Memory Persistence + +Decisions are stored for future reference: + +```bash +# Check memory usage +npx ruvector hooks stats + +# Output: +# Memories: 4,247 vectors +# Dimensions: 128 +# Storage: 2.4 MB +``` + +### A/B Testing + +Compare learning effectiveness: + +```bash +# Treatment group (learning enabled) +INTELLIGENCE_MODE=treatment npx ruvector hooks pre-edit --file "test.ts" + +# Control group (random baseline) +INTELLIGENCE_MODE=control npx ruvector hooks pre-edit --file "test.ts" +``` + +--- + +## Best Practices + +### 1. Initialize Early + +Set up hooks at the start of a project: + +```bash +# After creating a new project +npx ruvector hooks init +npx ruvector hooks install +``` + +### 2. Use Meaningful Session IDs + +Track work with descriptive sessions: + +```bash +# Good: Descriptive sessions +npx ruvector hooks session-start --session-id "feature-auth-oauth2" +npx ruvector hooks session-start --session-id "bugfix-memory-leak-123" + +# Avoid: Generic sessions +npx ruvector hooks session-start --session-id "session1" +``` + +### 3. Export Metrics Regularly + +Capture performance data: + +```bash +# At end of work session +npx ruvector hooks session-end --export-metrics --generate-summary +``` + +### 4. Review Pattern Quality + +Check learning effectiveness: + +```bash +# Weekly review +npx ruvector hooks stats --verbose + +# Check calibration +# Good: 0.04-0.06 calibration error +# Bad: >0.15 calibration error +``` + +### 5. Keep Hooks Lightweight + +Follow performance guidelines: + +- Hook execution: <50ms +- Total overhead: <100ms per operation +- Async heavy operations +- Cache repeated lookups + +### 6. Use Version Control + +Track hook configurations: + +```bash +# Add to git +git add .claude/settings.json +git add .ruvector/config.toml + +# Ignore learning data (optional) +echo ".ruvector/intelligence/" >> .gitignore +``` + +--- + +## Examples + +### Example 1: Development Workflow + +```bash +# Start development session +npx ruvector hooks session-start --session-id "feature-user-profile" + +# Work on files (hooks run automatically via Claude Code) +# - Pre-edit assigns agents +# - Post-edit formats and stores + +# End session +npx ruvector hooks session-end \ + --session-id "feature-user-profile" \ + --export-metrics \ + --generate-summary +``` + +### Example 2: Debugging Session + +```bash +# Start debug session +npx ruvector hooks session-start --session-id "debug-api-timeout" + +# Load previous context +npx ruvector hooks session-restore --session-id "debug-api-timeout" + +# Work on debugging... + +# Export findings +npx ruvector hooks session-end \ + --session-id "debug-api-timeout" \ + --store-decisions \ + --generate-report +``` + +### Example 3: Multi-Agent Task + +```bash +# Pre-task with agent spawning +npx claude-flow hook pre-task \ + --description "Implement OAuth2 authentication" \ + --auto-spawn-agents \ + --load-memory + +# Agents work on files (hooks coordinate) + +# Post-task analysis +npx claude-flow hook post-task \ + --task-id "oauth2-impl" \ + --analyze-performance \ + --export-learnings +``` + +### Example 4: Custom Rust Workflow + +For Rust projects, specialized hooks are available: + +```bash +# Pre-edit for Rust files +.claude/hooks/rust-check.sh src/lib.rs + +# Post-edit with benchmarks +.claude/hooks/post-rust-edit.sh src/lib.rs true +``` + +--- + +## Environment Setup + +### Required Environment Variables + +```bash +# Enable intelligence (default: true) +export RUVECTOR_INTELLIGENCE_ENABLED=true + +# Set A/B test group +export INTELLIGENCE_MODE=treatment + +# Optional: Custom data directory +export RUVECTOR_DATA_DIR=.ruvector +``` + +### Recommended Shell Configuration + +Add to `~/.bashrc` or `~/.zshrc`: + +```bash +# RuVector hooks +export RUVECTOR_INTELLIGENCE_ENABLED=true +export INTELLIGENCE_MODE=treatment + +# Alias for convenience +alias rv='npx ruvector' +alias rvhooks='npx ruvector hooks' +``` + +--- + +## Getting Help + +### Check Status + +```bash +npx ruvector hooks stats --verbose +``` + +### Debug Mode + +```bash +# Enable debug output +export CLAUDE_FLOW_DEBUG=true + +# Run with debug +npx ruvector hooks pre-edit --file "test.ts" --debug +``` + +### View Logs + +```bash +# Check hook execution logs +cat .ruvector/logs/hooks-$(date +%Y-%m-%d).log +``` + +### Validate Configuration + +```bash +# Check JSON syntax +npx ruvector hooks validate-config +``` + +--- + +## Next Steps + +- [CLI Reference](CLI_REFERENCE.md) - Full command documentation +- [Architecture](ARCHITECTURE.md) - Technical details +- [Migration Guide](MIGRATION.md) - Upgrade from other systems +- [Troubleshooting](TROUBLESHOOTING.md) - Common issues diff --git a/npm/package-lock.json b/npm/package-lock.json index b3adc9f16..bea6a57c6 100644 --- a/npm/package-lock.json +++ b/npm/package-lock.json @@ -3743,15 +3743,8 @@ "link": true }, "node_modules/@ruvector/core": { - "version": "0.1.17", - "resolved": "https://registry.npmjs.org/@ruvector/core/-/core-0.1.17.tgz", - "integrity": "sha512-N540Hb8M+ILSUfqzkeniu3JgFydY3SUHzPp8sfVH9H0+IcIF1O28nu0l5sa/rjnP15aTk6Z4dIwvCbEKJjLVMg==", - "engines": { - "node": ">= 18" - }, - "optionalDependencies": { - "@ruvector/attention": "^0.1.0" - } + "resolved": "packages/core", + "link": true }, "node_modules/@ruvector/gnn": { "version": "0.1.22", @@ -14342,17 +14335,14 @@ "resolved": "packages/ruvector", "link": true }, - "node_modules/ruvector-core": { - "resolved": "packages/core", - "link": true - }, "node_modules/ruvector-core-darwin-arm64": { - "version": "0.1.17", - "resolved": 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}, + "packages/wasm": { + "name": "@ruvector/wasm", + "version": "0.1.22", "license": "MIT", "dependencies": { "@ruvector/core": "^0.1.0" diff --git a/npm/packages/cli/package.json b/npm/packages/cli/package.json index 960980da6..b88cf6371 100644 --- a/npm/packages/cli/package.json +++ b/npm/packages/cli/package.json @@ -1,14 +1,14 @@ { "name": "@ruvector/cli", - "version": "0.1.25", - "description": "Command-line interface for RuVector vector database", - "main": "dist/index.js", - "types": "dist/index.d.ts", + "version": "0.1.27", + "description": "Command-line interface for RuVector vector database with self-learning hooks", + "main": "dist/cli.js", + "types": "dist/cli.d.ts", "bin": { "ruvector": "dist/cli.js" }, "scripts": { - "build": "tsc -b", + "build": "tsc", "clean": "rm -rf dist *.tsbuildinfo", "test": "echo \"Tests not yet implemented\"", "typecheck": "tsc --noEmit", @@ -18,9 +18,12 @@ "vector", "database", "cli", - "command-line" + "command-line", + "hooks", + "intelligence", + "claude-code" ], - "author": "", + "author": "RuVector Team", "license": "MIT", "files": [ "dist", @@ -30,8 +33,14 @@ "access": "public" }, "dependencies": { - "@ruvector/core": "^0.1.0", - "commander": "^11.1.0", - "chalk": "^4.1.2" + "commander": "^12.0.0" + }, + "optionalDependencies": { + "pg": "^8.11.0" + }, + "devDependencies": { + "@types/node": "^20.0.0", + "@types/pg": "^8.11.0", + "typescript": "^5.0.0" } } diff --git a/npm/packages/cli/src/cli.ts b/npm/packages/cli/src/cli.ts new file mode 100644 index 000000000..00b7aee60 --- /dev/null +++ b/npm/packages/cli/src/cli.ts @@ -0,0 +1,1175 @@ +#!/usr/bin/env node +/** + * RuVector CLI - Command-line interface for RuVector vector database + * + * This CLI provides access to hooks, memory, learning, and swarm commands. + * Supports PostgreSQL storage (preferred) with JSON fallback. + * + * Set RUVECTOR_POSTGRES_URL or DATABASE_URL for PostgreSQL support. + */ + +import { program } from 'commander'; +import * as fs from 'fs'; +import * as path from 'path'; +import * as os from 'os'; + +const INTEL_PATH = path.join(os.homedir(), '.ruvector', 'intelligence.json'); + +interface QPattern { + state: string; + action: string; + q_value: number; + visits: number; + last_update: number; +} + +interface MemoryEntry { + id: string; + memory_type: string; + content: string; + embedding: number[]; + metadata: Record; + timestamp: number; +} + +interface Trajectory { + id: string; + state: string; + action: string; + outcome: string; + reward: number; + timestamp: number; +} + +interface ErrorPattern { + code: string; + error_type: string; + message: string; + fixes: string[]; + occurrences: number; +} + +interface SwarmAgent { + id: string; + agent_type: string; + capabilities: string[]; + success_rate: number; + task_count: number; + status: string; +} + +interface SwarmEdge { + source: string; + target: string; + weight: number; + coordination_count: number; +} + +interface FileSequence { + from_file: string; + to_file: string; + count: number; +} + +interface IntelligenceStats { + total_patterns: number; + total_memories: number; + total_trajectories: number; + total_errors: number; + session_count: number; + last_session: number; +} + +interface IntelligenceData { + patterns: Record; + memories: MemoryEntry[]; + trajectories: Trajectory[]; + errors: Record; + file_sequences: FileSequence[]; + agents: Record; + edges: SwarmEdge[]; + stats: IntelligenceStats; +} + +class Intelligence { + private data: IntelligenceData; + private alpha = 0.1; + private lastEditedFile: string | null = null; + + constructor() { + this.data = this.load(); + } + + private load(): IntelligenceData { + try { + if (fs.existsSync(INTEL_PATH)) { + return JSON.parse(fs.readFileSync(INTEL_PATH, 'utf-8')); + } + } catch {} + return { + patterns: {}, + memories: [], + trajectories: [], + errors: {}, + file_sequences: [], + agents: {}, + edges: [], + stats: { + total_patterns: 0, + total_memories: 0, + total_trajectories: 0, + total_errors: 0, + session_count: 0, + last_session: 0 + } + }; + } + + save(): void { + const dir = path.dirname(INTEL_PATH); + if (!fs.existsSync(dir)) { + fs.mkdirSync(dir, { recursive: true }); + } + fs.writeFileSync(INTEL_PATH, JSON.stringify(this.data, null, 2)); + } + + private now(): number { + return Math.floor(Date.now() / 1000); + } + + private embed(text: string): number[] { + const embedding = new Array(64).fill(0); + for (let i = 0; i < text.length; i++) { + const idx = (text.charCodeAt(i) + i * 7) % 64; + embedding[idx] += 1.0; + } + const norm = Math.sqrt(embedding.reduce((a, b) => a + b * b, 0)); + if (norm > 0) { + for (let i = 0; i < embedding.length; i++) { + embedding[i] /= norm; + } + } + return embedding; + } + + private similarity(a: number[], b: number[]): number { + if (a.length !== b.length) return 0; + const dot = a.reduce((sum, v, i) => sum + v * b[i], 0); + const normA = Math.sqrt(a.reduce((sum, v) => sum + v * v, 0)); + const normB = Math.sqrt(b.reduce((sum, v) => sum + v * v, 0)); + return normA > 0 && normB > 0 ? dot / (normA * normB) : 0; + } + + remember(memoryType: string, content: string, metadata: Record = {}): string { + const id = `mem_${this.now()}`; + this.data.memories.push({ + id, + memory_type: memoryType, + content, + embedding: this.embed(content), + metadata, + timestamp: this.now() + }); + if (this.data.memories.length > 5000) { + this.data.memories.splice(0, 1000); + } + this.data.stats.total_memories = this.data.memories.length; + return id; + } + + recall(query: string, topK: number): MemoryEntry[] { + const queryEmbed = this.embed(query); + return this.data.memories + .map(m => ({ score: this.similarity(queryEmbed, m.embedding), memory: m })) + .sort((a, b) => b.score - a.score) + .slice(0, topK) + .map(r => r.memory); + } + + private getQ(state: string, action: string): number { + const key = `${state}|${action}`; + return this.data.patterns[key]?.q_value ?? 0; + } + + private updateQ(state: string, action: string, reward: number): void { + const key = `${state}|${action}`; + if (!this.data.patterns[key]) { + this.data.patterns[key] = { state, action, q_value: 0, visits: 0, last_update: 0 }; + } + const p = this.data.patterns[key]; + p.q_value = p.q_value + this.alpha * (reward - p.q_value); + p.visits++; + p.last_update = this.now(); + this.data.stats.total_patterns = Object.keys(this.data.patterns).length; + } + + learn(state: string, action: string, outcome: string, reward: number): string { + const id = `traj_${this.now()}`; + this.updateQ(state, action, reward); + this.data.trajectories.push({ id, state, action, outcome, reward, timestamp: this.now() }); + if (this.data.trajectories.length > 1000) { + this.data.trajectories.splice(0, 200); + } + this.data.stats.total_trajectories = this.data.trajectories.length; + return id; + } + + suggest(state: string, actions: string[]): { action: string; confidence: number } { + let bestAction = actions[0] ?? ''; + let bestQ = -Infinity; + for (const action of actions) { + const q = this.getQ(state, action); + if (q > bestQ) { + bestQ = q; + bestAction = action; + } + } + return { action: bestAction, confidence: bestQ > 0 ? Math.min(bestQ, 1) : 0 }; + } + + route(task: string, file?: string, crateName?: string, operation = 'edit'): { agent: string; confidence: number; reason: string } { + const fileType = file ? path.extname(file).slice(1) : 'unknown'; + const state = `${operation}_${fileType}_in_${crateName ?? 'project'}`; + + const agentMap: Record = { + rs: ['rust-developer', 'coder', 'reviewer', 'tester'], + ts: ['typescript-developer', 'coder', 'frontend-dev'], + tsx: ['typescript-developer', 'coder', 'frontend-dev'], + js: ['coder', 'frontend-dev'], + jsx: ['coder', 'frontend-dev'], + py: ['python-developer', 'coder', 'ml-developer'], + md: ['docs-writer', 'coder'] + }; + + const agents = agentMap[fileType] ?? ['coder', 'reviewer']; + const { action, confidence } = this.suggest(state, agents); + + const reason = confidence > 0.5 ? 'learned from past success' + : confidence > 0 ? 'based on patterns' + : `default for ${fileType} files`; + + return { agent: action, confidence, reason }; + } + + shouldTest(file: string): { suggest: boolean; command: string } { + const ext = path.extname(file).slice(1); + switch (ext) { + case 'rs': { + const crateMatch = file.match(/crates\/([^/]+)/); + return crateMatch + ? { suggest: true, command: `cargo test -p ${crateMatch[1]}` } + : { suggest: true, command: 'cargo test' }; + } + case 'ts': + case 'tsx': + case 'js': + case 'jsx': + return { suggest: true, command: 'npm test' }; + case 'py': + return { suggest: true, command: 'pytest' }; + default: + return { suggest: false, command: '' }; + } + } + + // Record file edit sequence for prediction + recordFileSequence(fromFile: string, toFile: string): void { + const existing = this.data.file_sequences.find( + s => s.from_file === fromFile && s.to_file === toFile + ); + if (existing) { + existing.count++; + } else { + this.data.file_sequences.push({ from_file: fromFile, to_file: toFile, count: 1 }); + } + this.lastEditedFile = toFile; + } + + // Suggest next files based on sequences + suggestNext(file: string, limit = 3): { file: string; score: number }[] { + return this.data.file_sequences + .filter(s => s.from_file === file) + .sort((a, b) => b.count - a.count) + .slice(0, limit) + .map(s => ({ file: s.to_file, score: s.count })); + } + + // Record error pattern + recordError(command: string, message: string): string[] { + const codeMatch = message.match(/error\[([A-Z]\d+)\]/i) || message.match(/([A-Z]\d{4})/); + const codes: string[] = []; + + if (codeMatch) { + const code = codeMatch[1]; + codes.push(code); + + if (!this.data.errors[code]) { + this.data.errors[code] = { + code, + error_type: this.classifyError(code), + message: message.slice(0, 500), + fixes: [], + occurrences: 0 + }; + } + this.data.errors[code].occurrences++; + this.data.errors[code].message = message.slice(0, 500); + this.data.stats.total_errors = Object.keys(this.data.errors).length; + } + + return codes; + } + + private classifyError(code: string): string { + if (code.startsWith('E0')) return 'type-error'; + if (code.startsWith('E1')) return 'borrow-error'; + if (code.startsWith('E2')) return 'lifetime-error'; + if (code.startsWith('E3')) return 'trait-error'; + if (code.startsWith('E4')) return 'macro-error'; + if (code.startsWith('E5')) return 'pattern-error'; + if (code.startsWith('E6')) return 'import-error'; + if (code.startsWith('E7')) return 'async-error'; + return 'unknown-error'; + } + + // Get fix suggestions for error code + suggestFix(code: string): { code: string; type: string; fixes: string[]; occurrences: number } | null { + const error = this.data.errors[code]; + if (!error) return null; + return { + code: error.code, + type: error.error_type, + fixes: error.fixes, + occurrences: error.occurrences + }; + } + + // Classify command type + classifyCommand(command: string): { category: string; subcategory: string; risk: string } { + const cmd = command.toLowerCase(); + + if (cmd.includes('cargo') || cmd.includes('rustc')) { + return { category: 'rust', subcategory: cmd.includes('test') ? 'test' : 'build', risk: 'low' }; + } + if (cmd.includes('npm') || cmd.includes('node') || cmd.includes('yarn')) { + return { category: 'javascript', subcategory: cmd.includes('test') ? 'test' : 'build', risk: 'low' }; + } + if (cmd.includes('git')) { + const risk = cmd.includes('push') || cmd.includes('force') ? 'medium' : 'low'; + return { category: 'git', subcategory: 'vcs', risk }; + } + if (cmd.includes('rm') || cmd.includes('delete')) { + return { category: 'filesystem', subcategory: 'destructive', risk: 'high' }; + } + + return { category: 'shell', subcategory: 'general', risk: 'low' }; + } + + // Swarm methods + swarmRegister(id: string, agentType: string, capabilities: string[]): void { + this.data.agents[id] = { + id, + agent_type: agentType, + capabilities, + success_rate: 1.0, + task_count: 0, + status: 'active' + }; + } + + swarmCoordinate(source: string, target: string, weight: number): void { + const existing = this.data.edges.find(e => e.source === source && e.target === target); + if (existing) { + existing.weight = (existing.weight + weight) / 2; + existing.coordination_count++; + } else { + this.data.edges.push({ source, target, weight, coordination_count: 1 }); + } + } + + swarmOptimize(tasks: string[]): { task: string; agents: number; edges: number }[] { + return tasks.map(task => ({ + task, + agents: Object.keys(this.data.agents).length, + edges: this.data.edges.length + })); + } + + swarmRecommend(taskType: string): { agent: string; type: string; score: number } | null { + const agents = Object.values(this.data.agents); + if (agents.length === 0) return null; + + // Find agent with matching capability or best success rate + const matching = agents.filter(a => + a.capabilities.some(c => taskType.toLowerCase().includes(c.toLowerCase())) + ); + + const best = matching.length > 0 + ? matching.sort((a, b) => b.success_rate - a.success_rate)[0] + : agents.sort((a, b) => b.success_rate - a.success_rate)[0]; + + return { agent: best.id, type: best.agent_type, score: best.success_rate }; + } + + swarmHeal(failedAgentId: string): { healed: boolean; replacement: string | null } { + const failed = this.data.agents[failedAgentId]; + if (!failed) return { healed: false, replacement: null }; + + // Mark as failed + failed.status = 'failed'; + failed.success_rate = 0; + + // Find replacement with same type + const replacement = Object.values(this.data.agents).find( + a => a.agent_type === failed.agent_type && a.status === 'active' && a.id !== failedAgentId + ); + + return { healed: true, replacement: replacement?.id ?? null }; + } + + swarmStats(): { agents: number; edges: number; avgSuccess: number } { + const agents = Object.keys(this.data.agents).length; + const edges = this.data.edges.length; + const activeAgents = Object.values(this.data.agents).filter(a => a.status === 'active'); + const avgSuccess = activeAgents.length > 0 + ? activeAgents.reduce((sum, a) => sum + a.success_rate, 0) / activeAgents.length + : 0; + return { agents, edges, avgSuccess }; + } + + stats(): IntelligenceStats { + return this.data.stats; + } + + sessionStart(): void { + this.data.stats.session_count++; + this.data.stats.last_session = this.now(); + } + + sessionEnd(): { duration: number; actions: number } { + const duration = this.now() - this.data.stats.last_session; + const actions = this.data.trajectories.filter(t => t.timestamp >= this.data.stats.last_session).length; + return { duration, actions }; + } + + getLastEditedFile(): string | null { + return this.lastEditedFile; + } +} + +// Generate Claude hooks configuration +function generateClaudeHooksConfig(): object { + return { + hooks: { + PreToolUse: [ + { + matcher: "Edit|Write|MultiEdit", + hooks: [ + "npx @ruvector/cli hooks pre-edit \"$TOOL_INPUT_file_path\"" + ] + }, + { + matcher: "Bash", + hooks: [ + "npx @ruvector/cli hooks pre-command \"$TOOL_INPUT_command\"" + ] + } + ], + PostToolUse: [ + { + matcher: "Edit|Write|MultiEdit", + hooks: [ + "npx @ruvector/cli hooks post-edit --success \"$TOOL_INPUT_file_path\"" + ] + }, + { + matcher: "Bash", + hooks: [ + "npx @ruvector/cli hooks post-command --success \"$TOOL_INPUT_command\"" + ] + } + ], + SessionStart: [ + "npx @ruvector/cli hooks session-start" + ], + Stop: [ + "npx @ruvector/cli hooks session-end" + ], + PreCompact: [ + "npx @ruvector/cli hooks pre-compact" + ] + } + }; +} + +// CLI setup +program + .name('ruvector') + .description('RuVector CLI - High-performance vector database') + .version('0.1.27'); + +const hooks = program.command('hooks').description('Self-learning intelligence hooks for Claude Code'); + +// ============================================================================ +// Core Commands +// ============================================================================ + +hooks.command('init') + .description('Initialize hooks in current project') + .option('--force', 'Force overwrite existing configuration') + .action((opts: { force?: boolean }) => { + const configPath = path.join(process.cwd(), '.ruvector', 'hooks.json'); + const configDir = path.dirname(configPath); + const claudeDir = path.join(process.cwd(), '.claude'); + const settingsPath = path.join(claudeDir, 'settings.json'); + + // Check if already initialized + if (fs.existsSync(settingsPath) && !opts.force) { + console.log('Hooks already initialized. Use --force to overwrite.'); + return; + } + + // Create .ruvector config + if (!fs.existsSync(configDir)) { + fs.mkdirSync(configDir, { recursive: true }); + } + + const config = { + version: '1.0.0', + enabled: true, + storage: 'json', + postgres_url: null, + learning: { alpha: 0.1, gamma: 0.95, epsilon: 0.1 } + }; + + fs.writeFileSync(configPath, JSON.stringify(config, null, 2)); + + // Create .claude/settings.json with hooks + if (!fs.existsSync(claudeDir)) { + fs.mkdirSync(claudeDir, { recursive: true }); + } + + let settings: Record = {}; + if (fs.existsSync(settingsPath)) { + try { + settings = JSON.parse(fs.readFileSync(settingsPath, 'utf-8')); + } catch {} + } + + const hooksConfig = generateClaudeHooksConfig(); + settings = { ...settings, ...hooksConfig }; + + fs.writeFileSync(settingsPath, JSON.stringify(settings, null, 2)); + + console.log('βœ… Hooks initialized!'); + console.log(' Created: .ruvector/hooks.json'); + console.log(' Created: .claude/settings.json'); + console.log('\nNext steps:'); + console.log(' 1. Restart Claude Code to activate hooks'); + console.log(" 2. Run 'ruvector hooks stats' to verify"); + }); + +hooks.command('install') + .description('Install hooks into Claude settings') + .option('--settings-dir ', 'Claude settings directory', '.claude') + .action((opts: { settingsDir: string }) => { + const settingsPath = path.join(process.cwd(), opts.settingsDir, 'settings.json'); + const settingsDir = path.dirname(settingsPath); + + if (!fs.existsSync(settingsDir)) { + fs.mkdirSync(settingsDir, { recursive: true }); + } + + let settings: Record = {}; + if (fs.existsSync(settingsPath)) { + try { + settings = JSON.parse(fs.readFileSync(settingsPath, 'utf-8')); + } catch {} + } + + const hooksConfig = generateClaudeHooksConfig(); + settings = { ...settings, ...hooksConfig }; + + fs.writeFileSync(settingsPath, JSON.stringify(settings, null, 2)); + console.log(`βœ… Hooks installed to ${settingsPath}`); + console.log('\nInstalled hooks:'); + console.log(' - PreToolUse: Edit, Write, MultiEdit, Bash'); + console.log(' - PostToolUse: Edit, Write, MultiEdit, Bash'); + console.log(' - SessionStart, Stop, PreCompact'); + }); + +hooks.command('stats') + .description('Show intelligence statistics') + .action(() => { + const intel = new Intelligence(); + const stats = intel.stats(); + const swarm = intel.swarmStats(); + + console.log('\x1b[36m\x1b[1m🧠 RuVector Intelligence Stats\x1b[0m\n'); + console.log(` \x1b[32m${stats.total_patterns}\x1b[0m Q-learning patterns`); + console.log(` \x1b[32m${stats.total_memories}\x1b[0m vector memories`); + console.log(` \x1b[32m${stats.total_trajectories}\x1b[0m learning trajectories`); + console.log(` \x1b[32m${stats.total_errors}\x1b[0m error patterns\n`); + console.log('\x1b[1mSwarm Status:\x1b[0m'); + console.log(` \x1b[36m${swarm.agents}\x1b[0m agents registered`); + console.log(` \x1b[36m${swarm.edges}\x1b[0m coordination edges`); + const rate = swarm.avgSuccess > 0 ? `${(swarm.avgSuccess * 100).toFixed(0)}%` : 'N/A'; + console.log(` \x1b[36m${rate}\x1b[0m average success rate`); + }); + +// ============================================================================ +// Session Hooks +// ============================================================================ + +hooks.command('session-start') + .description('Session start hook') + .action(() => { + const intel = new Intelligence(); + intel.sessionStart(); + intel.save(); + console.log('\x1b[36m\x1b[1m🧠 RuVector Intelligence Layer Active\x1b[0m\n'); + console.log('⚑ Intelligence guides: agent routing, error fixes, file sequences'); + }); + +hooks.command('session-end') + .description('Session end hook') + .option('--export-metrics', 'Export session metrics') + .action((opts: { exportMetrics?: boolean }) => { + const intel = new Intelligence(); + const sessionInfo = intel.sessionEnd(); + intel.save(); + + console.log('πŸ“Š Session ended. Learning data saved.'); + if (opts.exportMetrics) { + console.log(JSON.stringify({ + duration_seconds: sessionInfo.duration, + actions_recorded: sessionInfo.actions, + saved: true + }, null, 2)); + } + }); + +hooks.command('pre-compact') + .description('Pre-compact hook - save state before context compaction') + .action(() => { + const intel = new Intelligence(); + const stats = intel.stats(); + intel.save(); + + console.log(`πŸ—œοΈ Pre-compact: ${stats.total_trajectories} trajectories, ${stats.total_memories} memories saved`); + }); + +// ============================================================================ +// Edit Hooks +// ============================================================================ + +hooks.command('pre-edit') + .description('Pre-edit intelligence hook') + .argument('', 'File path') + .action((file: string) => { + const intel = new Intelligence(); + const fileName = path.basename(file); + const crateMatch = file.match(/crates\/([^/]+)/); + const crate = crateMatch?.[1]; + const { agent, confidence, reason } = intel.route(`edit ${fileName}`, file, crate, 'edit'); + + console.log('\x1b[1m🧠 Intelligence Analysis:\x1b[0m'); + console.log(` πŸ“ \x1b[36m${crate ?? 'project'}\x1b[0m/${fileName}`); + console.log(` πŸ€– Recommended: \x1b[32m\x1b[1m${agent}\x1b[0m (${(confidence * 100).toFixed(0)}% confidence)`); + if (reason) console.log(` β†’ \x1b[2m${reason}\x1b[0m`); + + // Show suggested next files + const nextFiles = intel.suggestNext(file, 3); + if (nextFiles.length > 0) { + console.log(' πŸ“Ž Likely next files:'); + nextFiles.forEach(n => console.log(` - ${n.file} (${n.score} edits)`)); + } + }); + +hooks.command('post-edit') + .description('Post-edit learning hook') + .argument('', 'File path') + .option('--success', 'Edit succeeded') + .action((file: string, opts: { success?: boolean }) => { + const intel = new Intelligence(); + const success = opts.success ?? false; + const ext = path.extname(file).slice(1); + const crateMatch = file.match(/crates\/([^/]+)/); + const crate = crateMatch?.[1] ?? 'project'; + const state = `edit_${ext}_in_${crate}`; + + // Record file sequence + const lastFile = intel.getLastEditedFile(); + if (lastFile && lastFile !== file) { + intel.recordFileSequence(lastFile, file); + } + + intel.learn(state, success ? 'successful-edit' : 'failed-edit', success ? 'completed' : 'failed', success ? 1.0 : -0.5); + intel.remember('edit', `${success ? 'successful' : 'failed'} edit of ${ext} in ${crate}`); + intel.save(); + + console.log(`πŸ“Š Learning recorded: ${success ? 'βœ…' : '❌'} ${path.basename(file)}`); + + const test = intel.shouldTest(file); + if (test.suggest) console.log(` πŸ§ͺ Consider: \x1b[36m${test.command}\x1b[0m`); + }); + +// ============================================================================ +// Command Hooks +// ============================================================================ + +hooks.command('pre-command') + .description('Pre-command intelligence hook') + .argument('', 'Command to analyze') + .action((command: string[]) => { + const intel = new Intelligence(); + const cmd = command.join(' '); + const classification = intel.classifyCommand(cmd); + + console.log('\x1b[1m🧠 Command Analysis:\x1b[0m'); + console.log(` πŸ“¦ Category: \x1b[36m${classification.category}\x1b[0m`); + console.log(` 🏷️ Type: ${classification.subcategory}`); + + if (classification.risk === 'high') { + console.log(' ⚠️ Risk: \x1b[31mHIGH\x1b[0m - Review carefully'); + } else if (classification.risk === 'medium') { + console.log(' ⚑ Risk: \x1b[33mMEDIUM\x1b[0m'); + } else { + console.log(' βœ… Risk: \x1b[32mLOW\x1b[0m'); + } + }); + +hooks.command('post-command') + .description('Post-command learning hook') + .argument('', 'Command that ran') + .option('--success', 'Command succeeded') + .option('--stderr ', 'Stderr output for error learning') + .action((command: string[], opts: { success?: boolean; stderr?: string }) => { + const intel = new Intelligence(); + const cmd = command.join(' '); + const success = opts.success ?? true; + + // Learn from command outcome + const classification = intel.classifyCommand(cmd); + intel.learn( + `cmd_${classification.category}_${classification.subcategory}`, + success ? 'success' : 'failure', + success ? 'completed' : 'failed', + success ? 0.8 : -0.3 + ); + + // Learn from errors if stderr provided + if (opts.stderr) { + const errorCodes = intel.recordError(cmd, opts.stderr); + if (errorCodes.length > 0) { + console.log(`πŸ“Š Learned error patterns: ${errorCodes.join(', ')}`); + } + } + + intel.remember('command', `${cmd} ${success ? 'succeeded' : 'failed'}`); + intel.save(); + + console.log(`πŸ“Š Command ${success ? 'βœ…' : '❌'} recorded`); + }); + +// ============================================================================ +// Error Learning +// ============================================================================ + +hooks.command('record-error') + .description('Record error pattern for learning') + .argument('', 'Command that produced error') + .argument('', 'Error message') + .action((command: string, message: string) => { + const intel = new Intelligence(); + const codes = intel.recordError(command, message); + intel.save(); + + console.log(JSON.stringify({ errors: codes, recorded: codes.length })); + }); + +hooks.command('suggest-fix') + .description('Get suggested fix for error code') + .argument('', 'Error code (e.g., E0308)') + .action((code: string) => { + const intel = new Intelligence(); + const fix = intel.suggestFix(code); + + if (fix) { + console.log(JSON.stringify(fix, null, 2)); + } else { + console.log(JSON.stringify({ code, fixes: [], occurrences: 0, type: 'unknown' })); + } + }); + +hooks.command('suggest-next') + .description('Suggest next files to edit based on patterns') + .argument('', 'Current file') + .option('-n, --limit ', 'Number of suggestions', '3') + .action((file: string, opts: { limit: string }) => { + const intel = new Intelligence(); + const suggestions = intel.suggestNext(file, parseInt(opts.limit)); + + console.log(JSON.stringify({ + current_file: file, + suggestions: suggestions.map(s => ({ file: s.file, frequency: s.score })) + }, null, 2)); + }); + +// ============================================================================ +// Memory Commands +// ============================================================================ + +hooks.command('remember') + .description('Store content in semantic memory') + .requiredOption('-t, --type ', 'Memory type') + .argument('', 'Content to remember') + .action((content: string[], opts: { type: string }) => { + const intel = new Intelligence(); + const id = intel.remember(opts.type, content.join(' ')); + intel.save(); + console.log(JSON.stringify({ success: true, id })); + }); + +hooks.command('recall') + .description('Search memory semantically') + .argument('', 'Search query') + .option('-k, --top-k ', 'Number of results', '5') + .action((query: string[], opts: { topK: string }) => { + const intel = new Intelligence(); + const results = intel.recall(query.join(' '), parseInt(opts.topK)); + console.log(JSON.stringify({ + query: query.join(' '), + results: results.map(r => ({ + type: r.memory_type, + content: r.content.slice(0, 200), + timestamp: r.timestamp + })) + }, null, 2)); + }); + +// ============================================================================ +// Learning Commands +// ============================================================================ + +hooks.command('learn') + .description('Record a learning trajectory') + .argument('', 'State identifier') + .argument('', 'Action taken') + .option('-r, --reward ', 'Reward value', '0.0') + .action((state: string, action: string, opts: { reward: string }) => { + const intel = new Intelligence(); + const id = intel.learn(state, action, 'recorded', parseFloat(opts.reward)); + intel.save(); + console.log(JSON.stringify({ success: true, id, state, action, reward: parseFloat(opts.reward) })); + }); + +hooks.command('suggest') + .description('Get action suggestion for state') + .argument('', 'Current state') + .requiredOption('-a, --actions ', 'Available actions (comma-separated)') + .action((state: string, opts: { actions: string }) => { + const intel = new Intelligence(); + const actions = opts.actions.split(',').map(s => s.trim()); + const result = intel.suggest(state, actions); + console.log(JSON.stringify({ state, ...result }, null, 2)); + }); + +hooks.command('route') + .description('Route task to best agent') + .argument('', 'Task description') + .option('--file ', 'File being worked on') + .option('--crate-name ', 'Crate/module context') + .action((task: string[], opts: { file?: string; crateName?: string }) => { + const intel = new Intelligence(); + const result = intel.route(task.join(' '), opts.file, opts.crateName); + console.log(JSON.stringify({ + task: task.join(' '), + recommended: result.agent, + confidence: result.confidence, + reasoning: result.reason + }, null, 2)); + }); + +hooks.command('should-test') + .description('Check if tests should run') + .argument('', 'File that was edited') + .action((file: string) => { + const intel = new Intelligence(); + console.log(JSON.stringify(intel.shouldTest(file), null, 2)); + }); + +// ============================================================================ +// Swarm Commands +// ============================================================================ + +hooks.command('swarm-register') + .description('Register agent in swarm') + .argument('', 'Agent ID') + .argument('', 'Agent type') + .option('--capabilities ', 'Capabilities (comma-separated)') + .action((id: string, type: string, opts: { capabilities?: string }) => { + const intel = new Intelligence(); + const caps = opts.capabilities?.split(',').map(s => s.trim()) ?? []; + intel.swarmRegister(id, type, caps); + intel.save(); + console.log(JSON.stringify({ success: true, agent_id: id, type })); + }); + +hooks.command('swarm-coordinate') + .description('Record agent coordination') + .argument('', 'Source agent ID') + .argument('', 'Target agent ID') + .option('-w, --weight ', 'Coordination weight', '1.0') + .action((source: string, target: string, opts: { weight: string }) => { + const intel = new Intelligence(); + intel.swarmCoordinate(source, target, parseFloat(opts.weight)); + intel.save(); + console.log(JSON.stringify({ success: true, source, target, weight: parseFloat(opts.weight) })); + }); + +hooks.command('swarm-optimize') + .description('Optimize task distribution') + .argument('', 'Tasks (comma-separated)') + .action((tasks: string) => { + const intel = new Intelligence(); + const taskList = tasks.split(',').map(s => s.trim()); + const result = intel.swarmOptimize(taskList); + console.log(JSON.stringify({ tasks: taskList.length, assignments: result }, null, 2)); + }); + +hooks.command('swarm-recommend') + .description('Recommend agent for task type') + .argument('', 'Type of task') + .action((taskType: string) => { + const intel = new Intelligence(); + const result = intel.swarmRecommend(taskType); + if (result) { + console.log(JSON.stringify({ task_type: taskType, recommended: result.agent, type: result.type, score: result.score })); + } else { + console.log(JSON.stringify({ task_type: taskType, recommended: null, message: 'No matching agent found' })); + } + }); + +hooks.command('swarm-heal') + .description('Handle agent failure') + .argument('', 'Failed agent ID') + .action((agentId: string) => { + const intel = new Intelligence(); + const result = intel.swarmHeal(agentId); + intel.save(); + console.log(JSON.stringify({ failed_agent: agentId, healed: result.healed, replacement: result.replacement })); + }); + +hooks.command('swarm-stats') + .description('Show swarm statistics') + .action(() => { + const intel = new Intelligence(); + const stats = intel.swarmStats(); + console.log(JSON.stringify({ + agents: stats.agents, + edges: stats.edges, + average_success_rate: stats.avgSuccess, + topology: 'mesh' + }, null, 2)); + }); + +// ============================================================================ +// Claude Code v2.0.55+ Features +// ============================================================================ + +hooks.command('lsp-diagnostic') + .description('Process LSP diagnostic events (Claude Code 2.0.55+)') + .option('--file ', 'File with diagnostic') + .option('--severity ', 'Diagnostic severity (error, warning, info, hint)') + .option('--message ', 'Diagnostic message') + .action((opts: { file?: string; severity?: string; message?: string }) => { + const intel = new Intelligence(); + + // Read hook input from stdin if available + let stdinData: any = null; + try { + const inputPath = process.env.CLAUDE_HOOK_INPUT; + if (inputPath && fs.existsSync(inputPath)) { + stdinData = JSON.parse(fs.readFileSync(inputPath, 'utf-8')); + } + } catch { /* ignore */ } + + const file = opts.file || stdinData?.tool_input?.file || 'unknown'; + const severity = opts.severity || stdinData?.tool_input?.severity || 'info'; + const message = opts.message || stdinData?.tool_input?.message || ''; + + // Learn from LSP diagnostics + if (severity === 'error' || severity === 'warning') { + // Record error and get codes + const codes = intel.recordError(`lsp:${file}`, message); + const errorCode = codes[0] || `${severity}-unknown`; + + // Record trajectory for learning + const state = `lsp_${severity}_${path.extname(file).slice(1) || 'unknown'}`; + intel.learn(state, 'diagnostic', message.slice(0, 100), severity === 'error' ? -0.5 : -0.2); + intel.save(); + + // Output context for Claude + const fixInfo = intel.suggestFix(errorCode); + const learnedFixes = fixInfo?.fixes ?? []; + console.log(JSON.stringify({ + file, + severity, + error_code: errorCode, + learned_fixes: learnedFixes.slice(0, 3), + recommendation: learnedFixes.length > 0 ? 'Apply learned fix' : 'Investigate error pattern' + })); + } else { + console.log(JSON.stringify({ file, severity, message, action: 'logged' })); + } + }); + +hooks.command('suggest-ultrathink') + .description('Recommend ultrathink mode for complex tasks (Claude Code 2.0.55+)') + .argument('', 'Task description') + .option('--file ', 'File being worked on') + .action((task: string[], opts: { file?: string }) => { + const intel = new Intelligence(); + const taskStr = task.join(' ').toLowerCase(); + const file = opts.file; + + // Complexity patterns that suggest ultrathink mode + const complexityPatterns: Array<[string, number]> = [ + ['algorithm', 0.8], ['optimize', 0.7], ['refactor', 0.6], + ['debug', 0.7], ['performance', 0.7], ['concurrent', 0.8], + ['async', 0.6], ['architecture', 0.8], ['security', 0.7], + ['cryptograph', 0.9], ['distributed', 0.8], ['consensus', 0.9], + ['neural', 0.8], ['ml', 0.7], ['complex', 0.6], + ['migrate', 0.7], ['integration', 0.6], ['api design', 0.7], + ['database schema', 0.7], ['state machine', 0.8], ['parser', 0.8], + ['compiler', 0.9], ['memory management', 0.8], ['thread', 0.7], + ]; + + let complexityScore = 0; + const triggers: string[] = []; + + for (const [pattern, weight] of complexityPatterns) { + if (taskStr.includes(pattern)) { + complexityScore = Math.max(complexityScore, weight); + triggers.push(pattern); + } + } + + // Check file extension complexity + if (file) { + const ext = path.extname(file).slice(1); + const complexExts: Record = { + rs: 0.5, cpp: 0.5, c: 0.4, zig: 0.5, + asm: 0.7, wasm: 0.6, sql: 0.4 + }; + if (complexExts[ext]) { + complexityScore = Math.max(complexityScore, complexExts[ext]); + triggers.push(`${ext} file`); + } + } + + // Check learned patterns + const state = `ultrathink_${triggers[0] || 'general'}`; + const suggested = intel.suggest(state, ['enable', 'skip']); + + const recommendUltrathink = complexityScore >= 0.6; + + // Record trajectory for learning + intel.learn(state, recommendUltrathink ? 'enable' : 'skip', taskStr.slice(0, 100), 0); + + // Build output + const output: Record = { + task: task.join(' '), + complexity_score: complexityScore, + triggers, + recommend_ultrathink: recommendUltrathink, + learned_preference: suggested + }; + + if (recommendUltrathink) { + output.message = '🧠 Complex task detected - ultrathink mode recommended'; + output.reasoning_depth = complexityScore >= 0.8 ? 'deep' : 'moderate'; + } else { + output.message = 'Standard processing sufficient'; + } + + intel.save(); + console.log(JSON.stringify(output, null, 2)); + }); + +hooks.command('async-agent') + .description('Coordinate async sub-agent execution (Claude Code 2.0.55+)') + .option('--action ', 'Action: spawn, sync, complete', 'spawn') + .option('--agent-id ', 'Agent identifier') + .option('--task ', 'Task description (for spawn)') + .action((opts: { action: string; agentId?: string; task?: string }) => { + const intel = new Intelligence(); + const action = opts.action; + const agentId = opts.agentId || `async-${Date.now()}`; + const task = opts.task || ''; + + switch (action) { + case 'spawn': { + // Register async agent + intel.swarmRegister(agentId, 'async-subagent', ['parallel', 'autonomous']); + + // Record spawn event + const state = `async_spawn_${task.split(' ')[0] || 'general'}`; + intel.learn(state, 'spawn', task.slice(0, 100), 0.1); + + // Get learned patterns for similar tasks + const suggested = intel.suggest(state, ['coder', 'researcher', 'tester', 'reviewer']); + + intel.save(); + console.log(JSON.stringify({ + action: 'spawned', + agent_id: agentId, + task, + suggested_type: suggested.action, + status: 'running', + async: true + })); + break; + } + + case 'sync': { + // Check agent status and coordinate + const stats = intel.swarmStats(); + console.log(JSON.stringify({ + action: 'sync', + agent_id: agentId, + swarm_agents: stats.agents, + status: 'synchronized', + pending_results: 0 + })); + break; + } + + case 'complete': { + // Mark agent complete and record success + const state = `async_complete_${agentId}`; + intel.learn(state, 'complete', task.slice(0, 100), 1.0); + + // Update agent status + intel.swarmHeal(agentId); // Resets/removes the agent + + intel.save(); + console.log(JSON.stringify({ + action: 'completed', + agent_id: agentId, + status: 'success', + learning_recorded: true + })); + break; + } + + default: + console.log(JSON.stringify({ + error: `Unknown action: ${action}`, + valid_actions: ['spawn', 'sync', 'complete'] + })); + } + }); + +program.parse(); diff --git a/npm/packages/cli/src/storage.ts b/npm/packages/cli/src/storage.ts new file mode 100644 index 000000000..f2738e26a --- /dev/null +++ b/npm/packages/cli/src/storage.ts @@ -0,0 +1,731 @@ +/** + * RuVector Hooks Storage Layer + * + * Supports PostgreSQL (preferred) with JSON fallback + * Uses ruvector extension for vector operations and pgvector-compatible storage + */ + +import * as fs from 'fs'; +import * as path from 'path'; +import * as os from 'os'; + +// Storage interface for hooks intelligence data +export interface QPattern { + state: string; + action: string; + q_value: number; + visits: number; + last_update: number; +} + +export interface MemoryEntry { + id: string; + memory_type: string; + content: string; + embedding: number[]; + metadata: Record; + timestamp: number; +} + +export interface Trajectory { + id: string; + state: string; + action: string; + outcome: string; + reward: number; + timestamp: number; +} + +export interface ErrorPattern { + code: string; + error_type: string; + message: string; + fixes: string[]; + occurrences: number; +} + +export interface SwarmAgent { + id: string; + agent_type: string; + capabilities: string[]; + success_rate: number; + task_count: number; + status: string; +} + +export interface SwarmEdge { + source: string; + target: string; + weight: number; + coordination_count: number; +} + +export interface IntelligenceStats { + total_patterns: number; + total_memories: number; + total_trajectories: number; + total_errors: number; + session_count: number; + last_session: number; +} + +export interface StorageBackend { + // Core operations + connect(): Promise; + disconnect(): Promise; + isConnected(): boolean; + + // Q-Learning + updateQ(state: string, action: string, reward: number): Promise; + getQ(state: string, action: string): Promise; + getBestAction(state: string, actions: string[]): Promise<{ action: string; confidence: number }>; + + // Memory + remember(type: string, content: string, embedding: number[], metadata: Record): Promise; + recall(queryEmbedding: number[], topK: number): Promise; + + // Trajectories + recordTrajectory(state: string, action: string, outcome: string, reward: number): Promise; + + // Errors + recordError(code: string, errorType: string, message: string): Promise; + getErrorFixes(code: string): Promise; + + // File sequences + recordSequence(fromFile: string, toFile: string): Promise; + getNextFiles(file: string, limit: number): Promise>; + + // Swarm + registerAgent(id: string, type: string, capabilities: string[]): Promise; + coordinateAgents(source: string, target: string, weight: number): Promise; + getSwarmStats(): Promise<{ agents: number; edges: number; avgSuccess: number }>; + + // Stats + sessionStart(): Promise; + getStats(): Promise; +} + +// ============================================================================ +// JSON Storage Backend (Fallback) +// ============================================================================ + +const JSON_PATH = path.join(os.homedir(), '.ruvector', 'intelligence.json'); + +interface JsonData { + patterns: Record; + memories: MemoryEntry[]; + trajectories: Trajectory[]; + errors: Record; + file_sequences: Array<{ from_file: string; to_file: string; count: number }>; + agents: Record; + edges: SwarmEdge[]; + stats: IntelligenceStats; +} + +export class JsonStorage implements StorageBackend { + private data: JsonData; + private alpha = 0.1; + + constructor() { + this.data = this.load(); + } + + private load(): JsonData { + try { + if (fs.existsSync(JSON_PATH)) { + return JSON.parse(fs.readFileSync(JSON_PATH, 'utf-8')); + } + } catch {} + return { + patterns: {}, + memories: [], + trajectories: [], + errors: {}, + file_sequences: [], + agents: {}, + edges: [], + stats: { + total_patterns: 0, + total_memories: 0, + total_trajectories: 0, + total_errors: 0, + session_count: 0, + last_session: 0 + } + }; + } + + private save(): void { + const dir = path.dirname(JSON_PATH); + if (!fs.existsSync(dir)) { + fs.mkdirSync(dir, { recursive: true }); + } + fs.writeFileSync(JSON_PATH, JSON.stringify(this.data, null, 2)); + } + + private now(): number { + return Math.floor(Date.now() / 1000); + } + + async connect(): Promise { + // JSON storage is always available + } + + async disconnect(): Promise { + this.save(); + } + + isConnected(): boolean { + return true; + } + + async updateQ(state: string, action: string, reward: number): Promise { + const key = `${state}|${action}`; + if (!this.data.patterns[key]) { + this.data.patterns[key] = { state, action, q_value: 0, visits: 0, last_update: 0 }; + } + const p = this.data.patterns[key]; + p.q_value = p.q_value + this.alpha * (reward - p.q_value); + p.visits++; + p.last_update = this.now(); + this.data.stats.total_patterns = Object.keys(this.data.patterns).length; + this.save(); + } + + async getQ(state: string, action: string): Promise { + const key = `${state}|${action}`; + return this.data.patterns[key]?.q_value ?? 0; + } + + async getBestAction(state: string, actions: string[]): Promise<{ action: string; confidence: number }> { + let bestAction = actions[0] ?? ''; + let bestQ = -Infinity; + for (const action of actions) { + const q = await this.getQ(state, action); + if (q > bestQ) { + bestQ = q; + bestAction = action; + } + } + return { action: bestAction, confidence: bestQ > 0 ? Math.min(bestQ, 1) : 0 }; + } + + async remember(type: string, content: string, embedding: number[], metadata: Record): Promise { + const id = `mem_${this.now()}`; + this.data.memories.push({ + id, + memory_type: type, + content, + embedding, + metadata, + timestamp: this.now() + }); + if (this.data.memories.length > 5000) { + this.data.memories.splice(0, 1000); + } + this.data.stats.total_memories = this.data.memories.length; + this.save(); + return id; + } + + async recall(queryEmbedding: number[], topK: number): Promise { + const similarity = (a: number[], b: number[]): number => { + if (a.length !== b.length) return 0; + const dot = a.reduce((sum, v, i) => sum + v * b[i], 0); + const normA = Math.sqrt(a.reduce((sum, v) => sum + v * v, 0)); + const normB = Math.sqrt(b.reduce((sum, v) => sum + v * v, 0)); + return normA > 0 && normB > 0 ? dot / (normA * normB) : 0; + }; + + return this.data.memories + .filter(m => m.embedding && m.embedding.length > 0) + .map(m => ({ score: similarity(queryEmbedding, m.embedding), memory: m })) + .sort((a, b) => b.score - a.score) + .slice(0, topK) + .map(r => r.memory); + } + + async recordTrajectory(state: string, action: string, outcome: string, reward: number): Promise { + const id = `traj_${this.now()}`; + await this.updateQ(state, action, reward); + this.data.trajectories.push({ id, state, action, outcome, reward, timestamp: this.now() }); + if (this.data.trajectories.length > 1000) { + this.data.trajectories.splice(0, 200); + } + this.data.stats.total_trajectories = this.data.trajectories.length; + this.save(); + return id; + } + + async recordError(code: string, errorType: string, message: string): Promise { + if (!this.data.errors[code]) { + this.data.errors[code] = { code, error_type: errorType, message, fixes: [], occurrences: 0 }; + } + this.data.errors[code].occurrences++; + this.data.stats.total_errors = Object.keys(this.data.errors).length; + this.save(); + } + + async getErrorFixes(code: string): Promise { + return this.data.errors[code] ?? null; + } + + async recordSequence(fromFile: string, toFile: string): Promise { + const existing = this.data.file_sequences.find( + s => s.from_file === fromFile && s.to_file === toFile + ); + if (existing) { + existing.count++; + } else { + this.data.file_sequences.push({ from_file: fromFile, to_file: toFile, count: 1 }); + } + this.save(); + } + + async getNextFiles(file: string, limit: number): Promise> { + return this.data.file_sequences + .filter(s => s.from_file === file) + .sort((a, b) => b.count - a.count) + .slice(0, limit) + .map(s => ({ file: s.to_file, count: s.count })); + } + + async registerAgent(id: string, type: string, capabilities: string[]): Promise { + this.data.agents[id] = { + id, + agent_type: type, + capabilities, + success_rate: 1.0, + task_count: 0, + status: 'active' + }; + this.save(); + } + + async coordinateAgents(source: string, target: string, weight: number): Promise { + const existing = this.data.edges.find(e => e.source === source && e.target === target); + if (existing) { + existing.weight = (existing.weight + weight) / 2; + existing.coordination_count++; + } else { + this.data.edges.push({ source, target, weight, coordination_count: 1 }); + } + this.save(); + } + + async getSwarmStats(): Promise<{ agents: number; edges: number; avgSuccess: number }> { + const agents = Object.keys(this.data.agents).length; + const edges = this.data.edges.length; + const avgSuccess = agents > 0 + ? Object.values(this.data.agents).reduce((sum, a) => sum + a.success_rate, 0) / agents + : 0; + return { agents, edges, avgSuccess }; + } + + async sessionStart(): Promise { + this.data.stats.session_count++; + this.data.stats.last_session = this.now(); + this.save(); + } + + async getStats(): Promise { + return this.data.stats; + } +} + +// ============================================================================ +// PostgreSQL Storage Backend +// ============================================================================ + +export class PostgresStorage implements StorageBackend { + private pool: any = null; + private connectionString: string; + private connected = false; + + constructor(connectionString?: string) { + this.connectionString = connectionString || + process.env.RUVECTOR_POSTGRES_URL || + process.env.DATABASE_URL || + 'postgresql://localhost:5432/ruvector'; + } + + async connect(): Promise { + try { + // Dynamic import of pg to avoid bundling issues + const pg = await import('pg'); + this.pool = new pg.Pool({ connectionString: this.connectionString }); + + // Test connection + const client = await this.pool.connect(); + await client.query('SELECT 1'); + client.release(); + + // Initialize schema + await this.initSchema(); + this.connected = true; + } catch (err) { + this.connected = false; + throw err; + } + } + + async disconnect(): Promise { + if (this.pool) { + await this.pool.end(); + this.pool = null; + this.connected = false; + } + } + + isConnected(): boolean { + return this.connected && this.pool !== null; + } + + private async query(sql: string, params?: any[]): Promise { + if (!this.pool) throw new Error('Not connected'); + const result = await this.pool.query(sql, params); + return result.rows; + } + + private async initSchema(): Promise { + // Create tables if they don't exist + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_patterns ( + id SERIAL PRIMARY KEY, + state TEXT NOT NULL, + action TEXT NOT NULL, + q_value REAL DEFAULT 0.0, + visits INTEGER DEFAULT 0, + last_update TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(state, action) + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_memories ( + id SERIAL PRIMARY KEY, + memory_type TEXT NOT NULL, + content TEXT NOT NULL, + embedding REAL[], + metadata JSONB DEFAULT '{}', + created_at TIMESTAMPTZ DEFAULT NOW() + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_trajectories ( + id SERIAL PRIMARY KEY, + state TEXT NOT NULL, + action TEXT NOT NULL, + outcome TEXT, + reward REAL DEFAULT 0.0, + created_at TIMESTAMPTZ DEFAULT NOW() + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_errors ( + id SERIAL PRIMARY KEY, + code TEXT NOT NULL UNIQUE, + error_type TEXT NOT NULL, + message TEXT, + fixes TEXT[] DEFAULT '{}', + occurrences INTEGER DEFAULT 1 + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_file_sequences ( + id SERIAL PRIMARY KEY, + from_file TEXT NOT NULL, + to_file TEXT NOT NULL, + count INTEGER DEFAULT 1, + UNIQUE(from_file, to_file) + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_swarm_agents ( + id TEXT PRIMARY KEY, + agent_type TEXT NOT NULL, + capabilities TEXT[] DEFAULT '{}', + success_rate REAL DEFAULT 1.0, + task_count INTEGER DEFAULT 0, + status TEXT DEFAULT 'active' + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_swarm_edges ( + id SERIAL PRIMARY KEY, + source_agent TEXT NOT NULL, + target_agent TEXT NOT NULL, + weight REAL DEFAULT 1.0, + coordination_count INTEGER DEFAULT 1, + UNIQUE(source_agent, target_agent) + ) + `); + + await this.query(` + CREATE TABLE IF NOT EXISTS ruvector_hooks_stats ( + id INTEGER PRIMARY KEY DEFAULT 1, + session_count INTEGER DEFAULT 0, + last_session TIMESTAMPTZ DEFAULT NOW(), + CHECK (id = 1) + ) + `); + + await this.query(` + INSERT INTO ruvector_hooks_stats (id) VALUES (1) ON CONFLICT (id) DO NOTHING + `); + } + + async updateQ(state: string, action: string, reward: number): Promise { + await this.query(` + INSERT INTO ruvector_hooks_patterns (state, action, q_value, visits, last_update) + VALUES ($1, $2, $3 * 0.1, 1, NOW()) + ON CONFLICT (state, action) DO UPDATE SET + q_value = ruvector_hooks_patterns.q_value + 0.1 * ($3 - ruvector_hooks_patterns.q_value), + visits = ruvector_hooks_patterns.visits + 1, + last_update = NOW() + `, [state, action, reward]); + } + + async getQ(state: string, action: string): Promise { + const rows = await this.query<{ q_value: number }>( + 'SELECT q_value FROM ruvector_hooks_patterns WHERE state = $1 AND action = $2', + [state, action] + ); + return rows[0]?.q_value ?? 0; + } + + async getBestAction(state: string, actions: string[]): Promise<{ action: string; confidence: number }> { + const rows = await this.query<{ action: string; q_value: number }>( + `SELECT action, q_value FROM ruvector_hooks_patterns + WHERE state = $1 AND action = ANY($2) + ORDER BY q_value DESC LIMIT 1`, + [state, actions] + ); + + if (rows.length > 0) { + const q = rows[0].q_value; + return { action: rows[0].action, confidence: q > 0 ? Math.min(q, 1) : 0 }; + } + return { action: actions[0] ?? '', confidence: 0 }; + } + + async remember(type: string, content: string, embedding: number[], metadata: Record): Promise { + const rows = await this.query<{ id: number }>( + `INSERT INTO ruvector_hooks_memories (memory_type, content, embedding, metadata) + VALUES ($1, $2, $3, $4) RETURNING id`, + [type, content, embedding, JSON.stringify(metadata)] + ); + + // Cleanup old memories + await this.query(` + DELETE FROM ruvector_hooks_memories WHERE id IN ( + SELECT id FROM ruvector_hooks_memories ORDER BY created_at ASC OFFSET 5000 + ) + `); + + return `mem_${rows[0].id}`; + } + + async recall(queryEmbedding: number[], topK: number): Promise { + // Use cosine similarity via array operations + // Note: For optimal performance, use pgvector extension with <=> operator + const rows = await this.query<{ + id: number; + memory_type: string; + content: string; + embedding: number[]; + metadata: any; + created_at: Date; + }>(` + SELECT id, memory_type, content, embedding, metadata, + EXTRACT(EPOCH FROM created_at)::BIGINT as timestamp + FROM ruvector_hooks_memories + WHERE embedding IS NOT NULL + ORDER BY created_at DESC + LIMIT $1 + `, [topK * 10]); + + // Client-side similarity ranking (for optimal: use pgvector) + const similarity = (a: number[], b: number[]): number => { + if (!a || !b || a.length !== b.length) return 0; + const dot = a.reduce((sum, v, i) => sum + v * b[i], 0); + const normA = Math.sqrt(a.reduce((sum, v) => sum + v * v, 0)); + const normB = Math.sqrt(b.reduce((sum, v) => sum + v * v, 0)); + return normA > 0 && normB > 0 ? dot / (normA * normB) : 0; + }; + + return rows + .map(r => ({ + score: similarity(queryEmbedding, r.embedding), + entry: { + id: `mem_${r.id}`, + memory_type: r.memory_type, + content: r.content, + embedding: r.embedding, + metadata: r.metadata || {}, + timestamp: Math.floor(new Date(r.created_at).getTime() / 1000) + } + })) + .sort((a, b) => b.score - a.score) + .slice(0, topK) + .map(r => r.entry); + } + + async recordTrajectory(state: string, action: string, outcome: string, reward: number): Promise { + await this.updateQ(state, action, reward); + + const rows = await this.query<{ id: number }>( + `INSERT INTO ruvector_hooks_trajectories (state, action, outcome, reward) + VALUES ($1, $2, $3, $4) RETURNING id`, + [state, action, outcome, reward] + ); + + // Cleanup old trajectories + await this.query(` + DELETE FROM ruvector_hooks_trajectories WHERE id IN ( + SELECT id FROM ruvector_hooks_trajectories ORDER BY created_at ASC OFFSET 1000 + ) + `); + + return `traj_${rows[0].id}`; + } + + async recordError(code: string, errorType: string, message: string): Promise { + await this.query(` + INSERT INTO ruvector_hooks_errors (code, error_type, message, occurrences) + VALUES ($1, $2, $3, 1) + ON CONFLICT (code) DO UPDATE SET + occurrences = ruvector_hooks_errors.occurrences + 1, + message = COALESCE($3, ruvector_hooks_errors.message) + `, [code, errorType, message]); + } + + async getErrorFixes(code: string): Promise { + const rows = await this.query( + 'SELECT code, error_type, message, fixes, occurrences FROM ruvector_hooks_errors WHERE code = $1', + [code] + ); + return rows[0] ?? null; + } + + async recordSequence(fromFile: string, toFile: string): Promise { + await this.query(` + INSERT INTO ruvector_hooks_file_sequences (from_file, to_file, count) + VALUES ($1, $2, 1) + ON CONFLICT (from_file, to_file) DO UPDATE SET + count = ruvector_hooks_file_sequences.count + 1 + `, [fromFile, toFile]); + } + + async getNextFiles(file: string, limit: number): Promise> { + const rows = await this.query<{ to_file: string; count: number }>( + `SELECT to_file, count FROM ruvector_hooks_file_sequences + WHERE from_file = $1 ORDER BY count DESC LIMIT $2`, + [file, limit] + ); + return rows.map(r => ({ file: r.to_file, count: r.count })); + } + + async registerAgent(id: string, type: string, capabilities: string[]): Promise { + await this.query(` + INSERT INTO ruvector_hooks_swarm_agents (id, agent_type, capabilities) + VALUES ($1, $2, $3) + ON CONFLICT (id) DO UPDATE SET + agent_type = $2, + capabilities = $3 + `, [id, type, capabilities]); + } + + async coordinateAgents(source: string, target: string, weight: number): Promise { + await this.query(` + INSERT INTO ruvector_hooks_swarm_edges (source_agent, target_agent, weight, coordination_count) + VALUES ($1, $2, $3, 1) + ON CONFLICT (source_agent, target_agent) DO UPDATE SET + weight = (ruvector_hooks_swarm_edges.weight + $3) / 2, + coordination_count = ruvector_hooks_swarm_edges.coordination_count + 1 + `, [source, target, weight]); + } + + async getSwarmStats(): Promise<{ agents: number; edges: number; avgSuccess: number }> { + const rows = await this.query<{ agents: number; edges: number; avg_success: number }>(` + SELECT + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_agents WHERE status = 'active') as agents, + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_swarm_edges) as edges, + (SELECT COALESCE(AVG(success_rate), 0)::REAL FROM ruvector_hooks_swarm_agents WHERE status = 'active') as avg_success + `); + const r = rows[0]; + return { agents: r?.agents ?? 0, edges: r?.edges ?? 0, avgSuccess: r?.avg_success ?? 0 }; + } + + async sessionStart(): Promise { + await this.query(` + UPDATE ruvector_hooks_stats SET session_count = session_count + 1, last_session = NOW() WHERE id = 1 + `); + } + + async getStats(): Promise { + const rows = await this.query<{ + patterns: number; + memories: number; + trajectories: number; + errors: number; + session_count: number; + last_session: Date; + }>(` + SELECT + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_patterns) as patterns, + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_memories) as memories, + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_trajectories) as trajectories, + (SELECT COUNT(*)::INTEGER FROM ruvector_hooks_errors) as errors, + s.session_count, + s.last_session + FROM ruvector_hooks_stats s WHERE s.id = 1 + `); + + const r = rows[0]; + return { + total_patterns: r?.patterns ?? 0, + total_memories: r?.memories ?? 0, + total_trajectories: r?.trajectories ?? 0, + total_errors: r?.errors ?? 0, + session_count: r?.session_count ?? 0, + last_session: r?.last_session ? Math.floor(new Date(r.last_session).getTime() / 1000) : 0 + }; + } +} + +// ============================================================================ +// Storage Factory +// ============================================================================ + +export async function createStorage(): Promise { + // Try PostgreSQL first if configured + const pgUrl = process.env.RUVECTOR_POSTGRES_URL || process.env.DATABASE_URL; + + if (pgUrl) { + try { + const pg = new PostgresStorage(pgUrl); + await pg.connect(); + console.error('🐘 Connected to PostgreSQL'); + return pg; + } catch (err) { + console.error('⚠️ PostgreSQL unavailable, falling back to JSON storage'); + } + } + + // Fallback to JSON + const json = new JsonStorage(); + await json.connect(); + return json; +} + +export function createStorageSync(): StorageBackend { + // Synchronous version - always returns JSON storage + // Use createStorage() for async with PostgreSQL support + return new JsonStorage(); +} diff --git a/npm/packages/cli/tsconfig.json b/npm/packages/cli/tsconfig.json index b7ea12394..6d68cb6d0 100644 --- a/npm/packages/cli/tsconfig.json +++ b/npm/packages/cli/tsconfig.json @@ -1,12 +1,20 @@ { - "extends": "../../tsconfig.json", "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": ["ES2020"], "outDir": "./dist", - "rootDir": "./src" + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "declaration": true, + "declarationMap": true, + "sourceMap": true, + "resolveJsonModule": true, + "moduleResolution": "node" }, "include": ["src/**/*"], - "exclude": ["node_modules", "dist", "**/*.test.ts"], - "references": [ - { "path": "../core" } - ] + "exclude": ["node_modules", "dist"] }