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wi-lifecycle

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layer1labs / specsmith

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AEE governance CLI for AI-assisted dev — WI lifecycle (specsmith wi), preflight gates, multi-agent dispatch, requirements<->test traceability, ESDB, MCP server, compliance, 64 project types, 136 skills, and 1607 tests.

python cli fpga skills mcp compliance requirements-management traceability aee work-items rag llm ai-governance ollama esdb agentic-ai epistemic-engineering applied-epistemic-engineering mcp-configs wi-lifecycle
  • Updated Jun 27, 2026
  • Python

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