Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

Filter by category

70,705 results · page 1506 of 2,357

  • dspy-mcp-tool-integrationSkillAI & models

    Lets your agent use external tools inside DSPy programs, including with ReAct-style agents.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-miprov2-optimizerSkillDev tools

    Lets your agent tune and optimize DSPy program prompts and examples using MIPROv2 and Bayesian optimization.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-optimize-anythingSkillAI & models

    Lets your agent optimize text artifacts like code, prompts, agent architectures, and configs using GEPA.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-optimizer-selectionSkillDev tools

    Helps your agent choose or compare DSPy optimizers like BootstrapFewShot, MIPROv2, and GEPA.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-output-refinement-constraintsSkillDev tools

    Guides your agent to refine and validate AI outputs using dspy.Refine, BestOfN, constraints, and reward functions.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-production-deploymentSkillCloud & infra

    Lets your agent deploy DSPy programs to production with caching, usage tracking, and runtime controls.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-rag-pipelineSkillAI & models

    Lets your agent build retrieval-augmented question answering that grounds answers in retrieved documents.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-react-agent-builderSkillAI & models

    Helps your agent build and optimize ReAct-style agents that reason step by step and call tools.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-reasoning-modulesSkillDev tools

    Lets your agent use code-based and step-by-step reasoning strategies from DSPy to solve harder problems.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-signature-designerSkillDev tools

    Helps your agent write DSPy signatures with typed inputs and outputs using Pydantic-style schemas.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • dspy-simba-optimizerSkillMonitoring & ops

    Lets your agent improve its own task prompts automatically using stochastic introspective mini-batch optimization.

    Ready to connect★ 124

    github.com/omidzamani/dspy-skills124 stars

    View details
  • early-experience-dataSkillAI & models

    Lets your agent generate, collect, inspect, and prepare early-experience training data for agent environments.

    Ready to connect★ 103

    github.com/osu-nlp-group/earlyexperience124 stars

    View details
  • emby-integrationSkillSecurity

    Lets your agent work with Emby media servers: browse libraries, stream music and video, and report playback.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • factsSkillDev tools

    Give a capable engineer a terse, jargon-free briefing on the critical facts and implications of an effort before it is built or after it is completed. Use when the human explicitly invokes $facts, and never otherwise; do not invoke this skill automatically.

    Ready to connect★ 124

    github.com/backnotprop/bro112 stars

    View details
  • find-brollSkillSearch

    Lets your agent find and suggest b-roll clips to lay over a talking-head video.

    Ready to connect★ 122

    github.com/louisedesadeleer/b-roll-finder124 stars

    View details
  • flowSkillMedia

    Lets your agent add a live network speed meter window showing current download or upload rates to a Mac media player app.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • geiss-portSkillFiles & storage

    Lets your agent look up how the Geiss music visualizer engine is ported to macOS so it can help modify that code.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • gpu-vis-modesSkillFiles & storage

    Lets your agent look up how each GPU visualization mode's shaders and settings work when editing them.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • hypothesisSkillMonitoring & ops

    Lets your agent write property-based Python tests that auto-generate edge cases and shrink failures to minimal examples.

    Ready to connect★ 124

    github.com/anam-org/metaxy119 stars

    View details
  • inspect-reportSkillCommunication

    Triggers an inspection task and pushes the report to a notification channel.

    Ready to connect★ 124

    github.com/kubehan/promai124 stars

    View details
  • jellyfin-integrationSkillSecurity

    Lets your agent write Jellyfin integration code for authentication, library browsing, streaming, and playback reporting.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • ladderSkillMedia

    Render one lane of work as a vertical progress ladder in the terminal, done on top and todo below, read top to bottom.

    Ready to connect★ 124

    github.com/backnotprop/bro112 stars

    View details
  • live-ui-testingSkillWeb & browsing

    How to debug a defect that only exists on screen — instrument first, drive the app yourself, and measure what is actually drawn. Cross-subsystem process skill. Use when a bug reproduces in the running app but not in tests, when a headless sweep says a subsystem is fine and the user says it is not, b

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • local-librarySkillDev tools

    Maps the media player's local library code for your agent, covering its SQLite schema, migrations, and play history.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • main-window-visualizationSkillDev tools

    Lets your agent work on the app's 76x16 in-skin visualizer: its twelve display modes, settings, and rendering code.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • metal-gotchasSkillMedia

    Teaches your agent common Metal graphics pitfalls like encoder ordering and texture y-flip when writing visualizer code.

    Ready to connect★ 124

    github.com/ad-repo/nullplayer116 stars

    View details
  • metaxySkillDev tools

    Lets your agent define and version ML data features, manage metadata stores, and run metaxy CLI commands.

    Ready to connect★ 124

    github.com/anam-org/metaxy119 stars

    View details
  • migrate-e2e-to-integrationSkillDev tools

    Lets your agent convert oc-mirror e2e test cases into integration test suite tests.

    Ready to connect★ 124

    github.com/openshift/oc-mirror122 stars

    View details
  • my-wikiSkillDocs & knowledge

    Lets your agent store and look up notes in a local wiki knowledge base with a dashboard and knowledge graph.

    Ready to connect★ 124

    github.com/nimachu/my-wiki124 stars

    View details
  • narwhalsSkillDev tools

    Lets your agent write Python dataframe code that works across pandas, Polars, and other dataframe libraries.

    Ready to connect★ 124

    github.com/anam-org/metaxy119 stars

    View details

What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

68,575 of the 70,705 skills listed here can be served through Ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your workspace and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI