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RFC-0008 and RFC-0009: Skill Registry and Harness Integration - #10

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jwm4 wants to merge 3 commits into
mlflow:mainfrom
jwm4:add-skill-registry-rfc
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RFC-0008 and RFC-0009: Skill Registry and Harness Integration#10
jwm4 wants to merge 3 commits into
mlflow:mainfrom
jwm4:add-skill-registry-rfc

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@jwm4

@jwm4 jwm4 commented Apr 23, 2026

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Summary

Two companion RFCs for adding a governed Skill Registry to MLflow:

RFC-0008 (Skill Registry): A metadata-first registry for AI agent capabilities (skills, subagents, hooks). Stores metadata and typed source pointers (Git, OCI, ZIP, MLflow artifacts). Provides lifecycle management, usage analytics via MLflow traces (mlflow.skill_context()), and federated discovery. Skill bundles group related capabilities into versioned units that map to agent harness plugins, with cross-registry references to MCP servers (RFC-0004).

RFC-0009 (Harness Integration): Adds mlflow skills install to generate harness-specific manifests and place files in the correct directories. Adapters for Claude Code, Codex CLI, and Cursor. Bundle import for onboarding existing plugins into the registry. Trace instrumentation via install-time manifests and harness hooks.

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This PR is from Bill Murdock with assistance from Claude Code.

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