Let your agent search for itself
find_skills ships in skillfed-mcp — your agent can query the skill index directly, no browser required.
One real wish, matched against the published index — every result below is a live page.
agent session · example
One wish, answered
wish › “set up a pnpm workspace monorepo with turbo remote caching and a fast bundler”
3 matches · deduplicated · curated — every match a real page: turborepo (vercel · ★30,803), tsdown (rolldown · ★4,183), Pnpm Workspace (oakoss · ★13)
Same search, from inside your agent: connect over MCP and call find_skills directly.
Top starred
Diagram Maker transforms descriptions into visual diagrams across three formats: clean SVG for educational and process concepts, architecture SVG for software and infrastructure topology, and Excalidraw for editable collaborative sketches. The skill intelligently routes your request to the best output format and generates standalone, browser-ready files with semantic styling and clear layouts.
Tavily offers three complementary tools for AI-powered research: basic web search for quick lookups, advanced search with depth control and domain filtering, and content extraction from specific URLs. Choose the right tool based on your needs—start with simple search and escalate to extraction when you need full page content or targeted information.
This skill connects to Trello's REST API to automate board, list, and card operations from the command line. Create cards, move tasks between lists, add comments, and archive items without leaving your terminal.
Systematic Debugging enforces a disciplined four-phase approach to troubleshooting: investigate the root cause through error analysis and evidence gathering, analyze patterns by comparing working and broken code, form and test hypotheses scientifically, then implement fixes. The skill emphasizes that symptom-level repairs fail—you must trace data flow, instrument multi-component systems, and stop after three failed attempts to question architectural soundness.
Learn to organize Android and KMP projects using Clean Architecture principles, including module boundaries, dependency inversion, and layered data flow. Covers UseCase and Repository patterns, database integration with Room and SQLDelight, network clients with Ktor, and dependency injection setup with Koin or Hilt.
This skill captures architectural decisions made during coding sessions as structured ADR documents that live alongside your codebase. It detects decision moments, gathers context and alternatives, and maintains a searchable log so future developers understand the reasoning behind your architecture.
8 skills, one name: “systematic-debugging”
Vendored copies get merged; distinct skills sharing a generic name never do — ranking the real candidates is the ranker's job, not the reader's.