meta_skill

Meta Skill (ms) is a local-first skill management platform that organizes operational knowledge into structured, searchable, reusable artifacts. It combines SQLite for fast queries with Git for audit trails, uses deterministic hash embeddings for semantic search without external dependencies, and includes multi-layer security with prompt injection defense and command safety gates. The platform supports dependency graph analysis, provenance tracking, adaptive suggestions via bandit optimization, and native AI agent integration through MCP. Skills can be hand-written, mined from CASS sessions, imported from bundles, or generated through workflows, making it suitable for teams automating complex operational processes.

[{"step":"Install the `meta_skill` CLI and verify CASS integration: `cargo install meta_skill && meta_skill --version`","tip":"Ensure CASS is configured in your `~/.claude/settings.json` with `\"cass_endpoint\": \"http://localhost:8080\"`."},{"step":"Mine reusable skills from a coding session: `meta_skill mine --session-id ses_abc123 --output-dir ./skills/my_workflow`","tip":"Use `--include-patterns \"deploy|build\"` to filter relevant snippets from long sessions."},{"step":"Validate and bundle the skill: `meta_skill build --skill-path ./skills/my_workflow/my_skill`","tip":"Check the generated `skill.json` for missing metadata like dependencies or version numbers."},{"step":"Share the skill to a registry: `meta_skill share --skill-path ./skills/my_workflow/my_skill --registry https://skills.example.com`","tip":"Use `--private` to restrict sharing to your team or `--dry-run` to test before publishing."},{"step":"Index skills for discovery: `meta_skill index --registry https://skills.example.com`","tip":"Run this weekly to sync new skills into your team's shared index."}]