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Merged
MrBogomips merged 1 commit into from
Mar 23, 2026
Merged

feat(kaizen): continuous improvement loop plugin #5

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8 changes: 8 additions & 0 deletions .claude-plugin/marketplace.json
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"category": "human-resources",
"tags": ["hr", "recruiting", "interviews", "compliance", "evaluation", "job-description"]
},
{
"name": "kaizen",
"source": "./kaizen",
"description": "Continuous improvement loops — a generic recursive optimization engine with bundled profiles for Claude Code usage, code refactoring, and process improvement",
"version": "1.0.0",
"category": "engineering",
"tags": ["kaizen", "improvement", "optimization", "automation", "autoresearch", "kpi", "refactoring"]
},
{
"name": "project-management",
"source": "./project-management",
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11 changes: 11 additions & 0 deletions kaizen/.claude-plugin/plugin.json
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{
"name": "kaizen",
"version": "1.0.0",
"description": "Continuous improvement loops — a generic recursive optimization engine inspired by autoresearch, with bundled profiles for Claude Code usage, code refactoring, and process improvement",
"author": {
"name": "MrBogomips",
"url": "https://github.com/MrBogomips"
},
"license": "MIT",
"keywords": ["kaizen", "improvement", "optimization", "automation", "autoresearch", "kpi", "refactoring"]
}
31 changes: 31 additions & 0 deletions kaizen/CONNECTORS.md
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# Connectors

Tool-specific connector registry for the kaizen plugin. The engine requires Sequential Thinking MCP for loop orchestration and optionally uses memory connectors for cross-session continuity.

## Registry

| Category | Placeholder | Options | Required | Used by |
|----------|-------------|---------|----------|---------|
| Structured reasoning | `~~sequential-thinking` | [Sequential Thinking MCP](https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking) | **Yes** | kaizen-engine |
| Persistent memory | `~~memory` | File-based memory, Memory MCP | No | kaizen-engine (optional) |

## How Skills Use Connectors

### ~~sequential-thinking (required)

The kaizen engine uses Sequential Thinking MCP to orchestrate each improvement iteration as a structured thought chain. Each thought maps to a phase of the improvement loop:

1. MEASURE — collect current KPIs
2. ANALYZE — compare to baseline and history
3. HYPOTHESIZE — identify root causes and opportunities
4. PROPOSE — generate concrete change plan
5. APPLY — mutate target assets
6. VERIFY — re-measure KPIs
7. DECIDE — keep improvement or revert
8. LOG — write audit record

Without this connector, the plugin cannot function. See the README for installation instructions.

### ~~memory (optional)

When available, the engine uses persistent memory to maintain context across sessions and improvement runs. When unavailable, the engine relies solely on `.kaizen/` audit logs for cross-run continuity.
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