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1. loop-engine loop-engine Public

   Generator–reviewer build loop as a Claude Code skill: iterate a build to a frozen, self-grading domain contract until it converges to a quantitative fitness bar.

   Python

2. fusion-recall fusion-recall Public

   Drop-in hybrid search for any embedding retriever: parallel BM25 + reciprocal-rank fusion + cross-encoder reranking, emitting a gate-ready score vector.

   Python

3. wardrobe wardrobe Public

   Agent tookit gateway — equip domain capsules (roles, tools, MCP servers, skills).

   Python

4. agent-network-control-plane agent-network-control-plane Public

   A drop-in MCP proxy (stdio and Streamable-HTTP) that hard-denies and audits tool calls by policy. Zero dependencies.

   Python

5. boltzmann-associative-memory boltzmann-associative-memory Public

   An energy-based associative-memory showcase for the confidence-gate gate: a from-scratch modern-Hopfield store realizing the Boltzmann/energy theory behind the gate's flag.

   Python

6. secret-agent secret-agent Public

   Secretless credential broker: AI agents use real API keys & SSH keys via proxy tokens — plaintext never reaches the agent's process, env, logs, or model context.

   Go