Executable compound practice loop: capture failures and decisions, surface them at the moment of action, and measure whether warnings prevent repeats. Bash CLI + MCP server.
bash mcp shell-script cursor cline evidence-based failure-analysis llm claude-desktop model-context-protocol mcp-server claude-code ai-coupled-work compound-practice methodology-tooling
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Updated
Jul 20, 2026 - Python