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Metis (μῆτις) — distributed cognitive layer over any LLM. Understanding Council → confidence gate (fail-closed) → layered MoA → verifier-with-retry, with DGPD depth gating, memory, economy metering, and an OpenAI-compatible API. A loosely-coupled ecosystem peer: runs fully standalone; every ecosystem hook is optional.

  • Updated Sep 27, 2026
  • Python

HISTOR — public transparency log of MCP tool definitions: reads what remote MCP endpoints in the official registry advertise (never calls a tool), signs it as MTL/1 labels, appends them to an RFC 9162 Merkle log, and answers /check: is what a client received what was observed? Never calls a server safe.

  • Updated Sep 27, 2026
  • Python

Signal Hunt — federation-native investigation game and educational laboratory over real AIMarket Hub telemetry. Observe measured symptoms, commit a diagnosis, prove it with a reproducible Brier-score verdict. Each round is a live lab on federation literacy. Live data only; no seeded anomalies.

  • Updated Sep 22, 2026
  • Python

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