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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.

Category: AI & models

9,105 results · page 189 of 304

  • geo-optimizationSkillAI & models

    Optimize content for AI-generated responses and LLM citations (ChatGPT, Perplexity, Google AI Overview, Claude, Gemini). Use when the user mentions 'GEO', 'AEO', 'AI SEO', 'LLM optimization', 'citation rate', 'AI visibility', 'optimize for ChatGPT', 'roundup pages', or wants to audit pages for AI di

    Ready to connect★ 78

    github.com/fabricioctelles/skills81 stars

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  • getting-startedSkillAI & models

    Guided five-minute onboarding for Director Mode Lite across Claude Code, Codex CLI, and Grok Build. Use after installation or when choosing a first workflow.

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

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  • ghostSkillAI & models

    Manage Ghost CMS content over the Admin API — browse posts, pages,

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • hooks-checkSkillAI & models

    Validate hooks configuration and scripts. Use after adding or editing hooks in settings.json, before committing hook changes, or when a hook fails to fire.

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

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  • implementation-planningSkillAI & models

    Plan the implementation of an approved requirement or specification: produce an executable, dependency-aware delivery plan covering work breakdown, dependency mapping, critical path, ownership, parallelism and sequencing, rollout strategy, rollback and recovery paths, and verification against the or

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • interop-routerSkillAI & models

    Suggest whether Claude Code, Codex CLI, or Grok Build is a useful next collaborator, without launching a CLI or changing controls. Use when comparing the three CLIs, planning a handoff, or deciding whether an independent implementation or review would help.

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

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  • jellyfinSkillAI & models

    Query your Jellyfin media server from the terminal — recently added media,

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • langgraphSkillAI & models

    Build multi-agent AI systems with LangGraph — the low-level orchestration framework for stateful, graph-based agent workflows. Covers supervisor, swarm, and hierarchical multi-agent patterns; subgraph composition; state management (checkpointers/stores); persistence; evals; and production debugging.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • life-coachSkillAI & models

    Guide a bounded, user-led coaching process for personal goals, decisions, transitions, habits, recurring nonclinical patterns, accountability, and progress review. Use when a person explicitly asks to be coached, wants reflective challenge, or wants help examining ambivalence while retaining ownersh

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • litellmSkillAI & models

    Operate, configure, secure, and troubleshoot the LiteLLM AI gateway (proxy) and Python SDK: run the proxy (litellm --config), route to 100+ providers through one OpenAI-compatible API, configure model lists and routing/reliability, virtual keys, teams, budgets, rate limits, caching, guardrails, obse

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • llama-cppSkillAI & models

    Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems. Use when installing or building llama.cpp, selecting or inspecting GGUF models, running llama-cli, serving an OpenAI-compatible API with llama-server, tuning me

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • llamaindexSkillAI & models

    Build LLM applications with the LlamaIndex framework. Use when working with LlamaIndex or comparing RAG and agent orchestration frameworks. Do not use this skill for unrelated requests; route to the nearest named specialist.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • mcp-checkSkillAI & models

    Validate MCP configuration and suggest improvements. Use when MCP servers fail to load, after editing .mcp.json, or when the user runs /mcp-check.

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

    View details
  • meshcore-packet-captureSkillAI & models

    Capture MeshCore Companion packets via BLE, serial, or TCP. Do not use this skill for unrelated requests; route to the nearest named specialist.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

    View details
  • migration-engineeringSkillAI & models

    Plan and execute safe cross-system migrations, including service extraction from monoliths. Use when moving data, schemas, interfaces, infrastructure, or service ownership through compatibility windows, dual-running, reconciliation, cutover, recovery, or deprecation. Do not use for deciding whether

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • mobile-developmentSkillAI & models

    Build, test, sign, and ship mobile apps across iOS, Android, Flutter, and React Native — project scaffolding, builds and code signing, device and emulator testing, store submission (App Store and Play Store), app lifecycle and backgrounding, offline and sync, and mobile-specific testing. Use when th

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • neckbeardSkillAI & models

    Use when asked to fix, build, refactor, review, verify, or release software and the work is non-trivial — including delivering a change request through planning, gates, implementation, review, verified PR, and authorized release; continuing work started elsewhere with no packet via evidence-based po

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • opensource-contributionsSkillAI & models

    Make good open source contributions — check CONTRIBUTING.md first, follow project norms, be a good citizen. Covers bug reports, feature requests, and pull requests with a defensible default posture when the project hasn't documented expectations. Do not use this skill for unrelated requests; route t

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • privacy-engineeringSkillAI & models

    Translate privacy principles and legal requirements into data-flow, lifecycle, acceptance, and verification artifacts. Map data classification, purpose, processing, access, retention, deletion, residency, and consent; define verifiable privacy acceptance criteria; and produce data-lifecycle records,

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-experimentationSkillAI & models

    Run end-to-end product experiments from assumption to decision: translate assumptions into testable hypotheses and experiment briefs, select the right method among qualitative interviews, prototypes, concierge tests, fake doors, feature flags, and A/B tests, and produce readouts that update the road

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-lifecycleSkillAI & models

    Route a product through its full lifecycle — discovery, strategy, portfolio choice, roadmap, UX and requirements, experimentation, delivery handoff, adoption, success, and lifecycle review — by composing existing specialist product skills with phase-entry evidence, handoff artifacts, and escalation

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-lifecycle-learningSkillAI & models

    Compare intended product outcomes against observed results to close the launch-to-learning loop: collect post-launch evidence, distinguish expected from observed from uncertain from inferred claims, update assumptions, assess feature health, and choose among continue/improve/harvest/pivot/pause/reti

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-methodologySkillAI & models

    Translate validated product evidence into tactical backlog decisions, prioritization, specifications, and stakeholder communications. Do not use this skill for CPO-level vision, positioning, or market strategy; use `product-strategy` for strategic direction.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-operations-and-governanceSkillAI & models

    Define and run product governance — recurring decision rights, intake, portfolio cadences, evidence standards, and cross-functional operating contracts. Covers six review cadences (intake, portfolio, roadmap, experiment, launch, lifecycle) with named accountable owners, minimum evidence standards pe

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-roadmapping-and-portfolioSkillAI & models

    Build and maintain outcome-based product roadmaps and portfolio views that sequence strategic bets by evidence, not dates. Covers Now/Next/Later views, strategic-bet management, capacity allocation, dependency and confidence mapping, scenario planning, continue/pause/kill/revisit criteria, stakehold

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • product-shapingSkillAI & models

    Use this skill to shape product or engineering work before committing time to it: set appetites instead of estimates, narrow raw ideas into bounded problems, sketch solutions at the right level of abstraction, de-risk rabbit holes, write pitches, bet with capped downside (circuit breaker), and gover

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

    View details
  • promise-theorySkillAI & models

    Teach promise vocabulary, fundamentals, and coordination diagnosis for promise-based systems. Do not use this skill for Semantic Spacetime models or SST CLI tooling; use `semantic-spacetime` for those model and tool workflows.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • pydanticaiSkillAI & models

    Build type-safe AI agents and graph-based workflows with PydanticAI and PydanticGraph. Agent creation, function tools, capabilities, dependency injection, structured output, streaming, multi-agent patterns, testing, evals, and graph state machines. Use whenever you are building agents, tool-using LL

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

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  • session-relaySkillAI & models

    Continue real repository work between Claude Code, Codex CLI, and Grok Build with a privacy-bounded, drift-aware handoff packet. Use for cross-vendor takeover, context-limit checkpoints, multi-hop Claude→Codex→Grok relays, or receiving an existing Director packet. Use native resume commands for same

    Ready to connect★ 81

    github.com/claude-world/director-mode-lite81 stars

    View details
  • skill-evaluationSkillAI & models

    Evaluate any agent skill against a merged framework — Anthropic's Claude Code best practices plus Matt Pocock's writing-great-skills methodology — across 4 axes (Trigger, Structure, Steering, Pruning). Produces an evidence-cited scorecard (0–100), a weighted overall score, and diagnosed failure mode

    Ready to connect★ 78

    github.com/fabricioctelles/skills81 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.

55,111 of the 55,543 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 gateway 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