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Lesson 23
10 min
Meta Skill: Local Skills
Manage and share Claude Code skills locally
Ready to level up?
Mark complete to track your learning progress.
Manage and share Claude Code skills locally
Mark complete to track your learning progress.
Master local-first skill management for Claude Code and other AI agents with Meta Skill.
Meta Skill (ms) is a local-first knowledge management platform that turns operational knowledge into structured, searchable, reusable artifacts with Git-backed audit trails.
It combines BM25 lexical matching with deterministic hash embeddings for hybrid semantic search. No external APIs required. Skills can come from hand-written files, CASS session mining, or bundle imports.
Skills stored on your machine, no cloud dependency
One command to install from JeffreysPrompts
Discover and search available skills
Update, disable, and organize your skills
Browse, search, and manage 17 skills across 6 categories
Automated code review with best-practice checks, security scanning, and style suggestions. Generates inline comments and a summary report.
Intelligent refactoring suggestions with before/after diffs, impact analysis, and complexity scoring. Detects code smells automatically.
Turn vague ideas into structured project plans with architecture diagrams, tech stack recommendations, and milestone breakdowns.
Generate comprehensive documentation from code with JSDoc, README templates, API docs, and usage examples. Supports multiple output formats.
Parse and explain complex stack traces with source mapping, root cause analysis, and suggested fixes. Works with Node.js, Python, Rust, and Go.
Pattern-match log files to find anomalies, errors, and performance bottlenecks. Generates timeline visualizations and alert summaries.
Automate git bisect to find the exact commit that introduced a bug. Supports custom test commands and parallel testing.
Generate unit and integration tests with edge cases, mocking strategies, and coverage targets. Infers test frameworks from project config.
Generate optimized Dockerfiles and docker-compose configs with multi-stage builds, health checks, and security hardening.
Create CI/CD pipelines for GitHub Actions, GitLab CI, or CircleCI from project config. Auto-detects build steps and test suites.
Deployment checklists, rollback plans, and environment configuration validation. Supports blue-green and canary deployment strategies.
Scan codebases for leaked credentials, API keys, and sensitive data. Integrates with pre-commit hooks and CI pipelines.
Generate STRIDE threat models from architecture descriptions. Identifies attack surfaces, trust boundaries, and mitigation strategies.
Coordinate multi-agent task execution with dependency resolution, parallel scheduling, and progress tracking across agent instances.
Replay and analyze previous agent sessions to extract patterns, identify failures, and mine reusable knowledge for skill creation.
Analyze and optimize system prompts for clarity, token efficiency, and instruction adherence. Scores prompts on multiple dimensions.
Intelligently pack maximum relevant context into agent prompts. Uses semantic chunking and priority ranking to fit within token limits.
ms install code-reviewOnce installed, skills are automatically available in Claude Code. Use them with the slash command syntax.
# List your installed skillsms list# Install a skillms install idea-wizard# Use it in Claude Code/idea-wizard "build a todo app"# Update all skills to latest versionsms update