Three new systemd services: - lakehouse-agent (:3700) — REST gateway wrapping all lakehouse tools. Clean JSON in/out, no protocol complexity. 9 endpoints: /search, /sql, /match, /worker/:id, /ask, /log, /playbooks, /profile/:id, /vram - lakehouse-observer — watches operations, logs to lakehouse, asks local model to diagnose failure patterns, consolidates successful patterns into playbooks every 5 cycles - Stdio MCP transport preserved for Claude Code integration AGENT_INSTRUCTIONS.md: complete operating manual for sub-agents. Rules: never hallucinate, SQL first for structured questions, hybrid for matching, log every success, check playbooks before complex tasks. Observer loop: observed() wrapper timestamps + persists every gateway call → error analyzer reads failures + asks LLM for diagnosis → playbook consolidator groups successes by endpoint pattern All three designed for zero human intervention — agents operate, observer watches, playbooks accumulate, iteration happens internally. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
16 lines
225 B
Markdown
16 lines
225 B
Markdown
# mcp-server
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To install dependencies:
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```bash
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bun install
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```
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To run:
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```bash
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bun run index.ts
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```
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This project was created using `bun init` in bun v1.3.9. [Bun](https://bun.com) is a fast all-in-one JavaScript runtime.
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