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Development

Specialized skill in open source license compliance and SPDX standards. Covers license types, compatibility, auditing with license-checker, and SBOM generation. Use when the user mentions licenses (GPL, MIT, Apache), license compatibility, or proprietary compliance.

Development

Sets up a project for the Ralph autonomous development loop. Creates a `.ralph/` directory with `stories.json`, `progress.txt`, `learnings.txt`, and optionally `roadmap.json` to structure tasks. Invoke with `/ralph` to detect scope and generate a roadmap or stories tailored to the project.

Development

Adds a skill to the knowledge base using the POST /api/v1/skills endpoint. Accepts four input formats: a skill dictionary, an MCP tool definition (auto-converted), a Markdown string with YAML frontmatter, or a file/directory path.

Development

Enforces branch naming conventions (feature/fix/hotfix), commit message formatting (Conventional Commits style), secret file detection to prevent accidental commits, and safety guards that block pushes to protected branches. Helps maintain consistent project history and security when using Git on collaborative repositories.

Development

Archives a completed milestone by creating historical copies of the roadmap and requirements, updating the project state, and creating a version tag. Helps maintain a clear project history and ensures the planning files are clean for the next milestone. Useful when shipping a version to preserve the milestone's accomplishments and scope.

Data & AI

Combines Goal-Oriented Action Planning with Ed25519 cryptographic signatures to verify source authenticity and claim integrity, preventing hallucinations in high-stakes research. Useful for legal, medical, or competitive intelligence where trustworthiness is critical.

Documentation

Applies when editing, updating, or maintaining roadmap.md. Enforces conciseness rules (eliminate redundancy, limit paragraphs), version entry structure, comparison tables, and prohibition lists. Useful for keeping roadmap documents clear and high-density.

Productivity

Audits skills for discoverability and triggering effectiveness. Analyzes description quality, trigger phrase coverage, progressive disclosure, and metadata completeness.

Content

Removes AI-style patterns from technical documents (especially game development and rendering), replacing emojis, tables, and rigid structures with natural prose, personal opinions, and real-world examples. Great for making AI-generated or overly formal text feel human-written and authentic.

Data & AI

CLI tool for managing a local database of academic papers (list, exact search, add via arXiv/URL/PDF). Use it before MCP RAG tools: quickly check if a paper exists, extract summaries or equations, and search exact text without LLM overhead.

Testing

Guide for implementing and managing unit tests with Vitest. Provides specific coding standards to ensure test quality and consistency.

Design & Creativity

Generate AI-powered presentations, documents, and social posts using Gamma.app. Create beautiful, polished content in minutes instead of hours.