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1. loopkit loopkit Public

   33 battle-tested skills + minimal .claude harness for any coding agent (Claude Code, Cursor, Codex, Gemini CLI).

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2. adversarial-contract-gate adversarial-contract-gate Public

   Self-evaluation is a trap — grade against a contract with a separate evaluator. Built from Anthropic's 'Build Agents That Run for Hours' (39:00). No deps, ./run.sh, 9 tests.

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3. loop-graph-harness loop-graph-harness Public

   Working agent pipeline built from timestamped Anthropic lectures

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4. graph-vs-vector-provenance graph-vs-vector-provenance Public

   On a multi-hop question a bag-of-words vector baseline returns a similar-but-wrong chunk; a toy knowledge graph walks the answer and prints the path. Built from Zach Blumenfeld's Intro to GraphRAG.…

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5. lab-skills lab-skills Public

   22 drop-in skills for your agent, distilled from official AI-lab docs (Anthropic, OpenAI, Google, Microsoft, GitHub). Source-linked, adversarially fact-checked, nothing invented. ./install.sh → .cl…

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6. memory memory Public

   The memory system Anthropic engineers describe publicly, packaged as a drop-in .claude/. MEMORY.md + consolidator + overnight dreamer subagent + session hooks.

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