Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Finalize and archive a progress file for a GitHub PR: locate the related docs/progress file (prefer PR body Progress link), set Status to DONE, move it to docs/progress/archived/, update docs/progress/README.md...
Test REST APIs with repeatable, file-based requests under /setup/rest, with per-project endpoint and Bearer token presets, using the bundled rest.sh (curl + jq). Use when the user asks to manually call REST end...
Find, triage, and fix bugs with or without user input. Autonomously scan codebases, produce an issues list, implement a fix, create a fix branch, commit via semantic-commit, and open a PR with gh.
Project documentation with MkDocs Material - consistent structure, API auto-generation, GitHub Pages deployment
Create team-specific workflow variants by adapting aug marketplace content to existing tools and processes
Build code from GitHub issue specifications. Implements in chunks with tests after each chunk. Uses just commands for quality gates. Creates self-contained modules.
Automated documentation auditing - ensures CLAUDE.md coverage, updates stale docs, recommends structural improvements
Level 2 patterns - vulns, lic, sbom, doctor (security, compliance, environment health)
Use when creating or editing agent definitions - ensures proper frontmatter, clear structure, validation of references, and no duplication with existing agents
Analyze test coverage, identify gaps, suggest strategic test cases. Use when writing features, after bug fixes, or during test reviews. Ensures comprehensive coverage without over-testing.
Development stack standards - five-level maturity model, dimension specs, assessment criteria, tool guidance
Level 3 patterns - test-smart, deploy, migrate, logs, status (production systems)
Analyze problems, design solutions, plan task breakdowns. Use for epic planning, architecture design, and task specification. Outputs planning artifacts for GitHub issue creation.
Generate polished walkthrough videos from Playwright test suites. Runs thematically connected tests with video recording, creates title cards, slows footage for readability, and concatenates into a final demo v...
Self-review checklist before marking PR ready - catch clarity, correctness, and maintainability issues with fresh eyes
Ruthless concision for AI prompts and context - "Not One Word Wasted"
Complete development lifecycle for GitHub/local issues - branch, implement, test, PR, merge with quality gates
JavaScript/TypeScript stack configuration - pnpm, prettier, eslint, vitest with 96% coverage threshold
Python stack configuration - uv, ruff, mypy, pytest with 96% coverage threshold
Use when adding forms to static websites using Formspree - provides contact forms, newsletter signups, validation, and spam protection without backend code
Polyglot project configuration - orchestrate multiple language subprojects with root justfile
Working in isolated worktree directories for parallel work - work normally, tests isolated, orchestrator handles cleanup
Hierarchical machine-readable documentation - root CLAUDE.md with module index, per-module CLAUDE.md for significant modules
Baseline justfile commands - exact comment strings, all projects implement these
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.