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Shreyas Shivakumar edited this page Mar 20, 2026
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Deep technical documentation for the Foundry plugin — an AI-powered task lifecycle tool for GitHub Copilot CLI.
For usage and examples, see the README.
- RALPH Loop — The self-correcting iteration engine powering both Crucible and Forge
- Harness Engineering — Multi-model convergence: how 3 AI models negotiate a single plan
- Task Complexity — How Foundry adapts ceremony to task size
- Crucible — Multi-model planning refinement (Phases 1–7)
- Forge — Autonomous code execution (Phases 1–7)
- Agent Specifications — All 7 agents: inputs, outputs, dispatch patterns
- Safety and Recovery — Hard caps, resume, rollback, build gates
- File Layout — Where every file lives and why
- Version History — Changelog from v1.0.0 to present
Crucible (planning) → Forge (execution)
───────────────── ─────────────────
Task description plan.md (always)
Architecture doc → design-doc.md (large tasks only)
Codebase context architecture doc (large tasks only)
↓
Committed & pushed code
(user creates PR)
Both skills share a single directory per task: ~/.copilot/foundry/<task-slug>/
Copilot CLI only. Foundry requires multi-model orchestration (dispatching parallel agents to Claude, Codex, and Gemini) which is only available in GitHub Copilot CLI. It does not work with Claude Code, Claude Desktop, or other single-model interfaces.