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: Search

2,259 results · page 26 of 76

  • reddit-insightsSkillSearch

    Search Reddit posts by meaning via the reddapi.dev index.

    Ready to connect★ 505

    github.com/lignertys/reddit-research-skills525 stars

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  • reddit-researchSkillSearch

    Do market research, user research, and product validation on Reddit with semantic search across 50K+ subreddits, 20M+ posts, and 40M+ comments via reddapi.dev - search by meaning, not keywords, no Reddit OAuth or app registration needed. Use when the user wants to research what people say on Reddit,

    Ready to connect★ 505

    github.com/lignertys/reddit-research-skills525 stars

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  • reddit-search-apiSkillSearch

    Pure API reference for reddapi.dev - authentication, all endpoints (vector search, semantic search, trends, subreddit lookup), request parameters, response schemas, and error codes, with no research-workflow framing. Use when the user wants raw endpoint documentation, is debugging a reddapi.dev inte

    Ready to connect★ 505

    github.com/lignertys/reddit-research-skills525 stars

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  • ttsSkillSearch

    Use this skill whenever the user wants to convert text into speech, generate audio from text, or produce voiceovers. Triggers include: any mention of 'TTS', 'text to speech', 'speak', 'say', 'voice', 'read aloud', 'audio narration', 'voiceover', 'dubbing', or requests to turn written content into sp

    Ready to connect★ 525

    github.com/noizai/skills525 stars

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  • embedding-optimizationSkillSearch

    Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. Use when building semantic search, RAG pipelines, or document retrieval systems that require cost-effective, high-quality embeddings.

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • implementing-search-filterSkillSearch

    Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration. Use when adding search functionality, building filter UIs, implementing faceted search, or optimizing search performance.

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • using-vector-databasesSkillSearch

    Vector database implementation for AI/ML applications, semantic search, and RAG systems. Use when building chatbots, search engines, recommendation systems, or similarity-based retrieval. Covers Qdrant (primary), Pinecone, Milvus, pgvector, Chroma, embedding generation (OpenAI, Voyage, Cohere), chun

    Ready to connect★ 518

    github.com/ancoleman/ai-design-components518 stars

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  • director-actionSkillSearch

    Action-choreography knowledge for non-combat action scenes (parkour/chases/climbing/stunts/falls) — professional action vocabulary, environmental interaction, action rhythm, FPV chase shots, body-mechanics constraints, and how to precisely and physically describe action into video prompts; consulted

    Ready to connect★ 507

    github.com/aqm857886159/nomi501 stars

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  • research.deprecation-usageSkillSearch

    Audits how often deprecated CDS exports are actively used in customer codebases using Sourcegraph MCP search tools. Use this skill whenever asked to assess removal readiness for deprecated CDS APIs, investigate the blast radius of removing a deprecated component or hook, check Sourcegraph for custom

    Ready to connect★ 505

    github.com/coinbase/cds499 stars

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  • huggingface-datasetsSkillSearch

    Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.

    Ready to connect★ 504

    github.com/waybarrios/opencode-power-pack490 stars

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  • agdrSkillSearch

    Browse / search / show / stats AgDRs across the portfolio — recalls "have we decided this before?".

    Ready to connect★ 501

    github.com/me2resh/apexyard498 stars

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  • describe-designSkillSearch

    Research a codebase and create architectural documentation describing how features or systems work. Use when the user asks to: (1) Document how a feature works, (2) Create an architecture overview, (3) Explain code structure for onboarding or knowledge transfer, (4) Research and describe a system's

    Ready to connect★ 498

    github.com/posit-dev/skills498 stars

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  • plagiarism-checkerSkillSearch

    Scans lyrics for phrases that may match existing songs using web search and LLM knowledge. Use before release to check for unintentional borrowing.

    Ready to connect★ 488

    github.com/bitwize-music-studio/claude-ai-music-skills488 stars

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  • get-api-docsSkillSearch

    Use this skill to get documentation for third-party APIs, SDKs or libraries before writing code that uses them to ensure you have the latest, most accurate documentation. This is a better way to find documentation than doing web search. This includes when a user asks for tasks like "use the OpenAI A

    Ready to connect★ 485

    github.com/mxyhi/ok-skills485 stars

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  • qe-code-intelligenceSkillSearch

    Builds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases. Use when understanding unfamiliar code, tracing call chains, analyzing import dependencies, or reducing context window usage through targeted retrieval.

    Ready to connect★ 478

    github.com/proffesor-for-testing/agentic-qe473 stars

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  • enterprise-searchSkillSearch

    Search your entire company's institutional knowledge in one query — Slack, Confluence, Jira, Linear, Notion, GitHub, plus any AI or multi-source search tool listed in verified_connections.md. Follow workflows/enterprise-search. One question, every connected tool, synthesized answer in seconds. No ta

    Ready to connect★ 474

    github.com/zhixiangluo/10xproductivity474 stars

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  • modsearchSkillSearch

    Plug-in web search, X (Twitter) search, and page fetch for models without native web access. Use whenever the task needs current information, external facts, source links, posts from X, or the content of a specific URL, and the active model/harness has no native search or fetch tool. Runs the modsea

    Ready to connect★ 469

    github.com/liustack/modsearch474 stars

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  • anchor-prior-testSkillSearch

    Empirically test whether a candidate term qualifies as a semantic anchor by probing how densely it sits in LLM training data — across several model tiers in a clean room — before proposing it. Use when triaging an anchor proposal, deciding anchor vs contract, or vetting a rename. Produces a verdict

    Ready to connect★ 470

    github.com/llm-coding/semantic-anchors463 stars

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  • appreciative-discoverySkillSearch

    Search for positive deviants and extract transferable principles using

    Ready to connect★ 469

    github.com/yogsoth-ai/de-anthropocentric-research-engine417 stars

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  • ask-intentionalitySkillSearch

    Deep WHY probing inspired by i* Intentionality modeling. Understand the

    Ready to connect★ 469

    github.com/yogsoth-ai/de-anthropocentric-research-engine417 stars

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  • boundary-probingSkillSearch

    Map parameter space, generate extreme values, test at boundaries, detect

    Ready to connect★ 469

    github.com/yogsoth-ai/de-anthropocentric-research-engine417 stars

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  • swarm-pr-subscribeSkillSearch

    Codex adapter for post-PR monitoring in opencode-swarm. Use when subscribing to a pull request after opening it, when asked to watch, babysit, or autofix a PR until merge, or when a <pr-activity> wake message or [pr-monitor:...] advisory arrives for a subscribed PR and its events need triage and act

    Ready to connect★ 467

    github.com/zaxbyhub/opencode-swarm464 stars

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  • spec-graphSkillSearch

    The project's specs are its ground truth: durable documents describing the architecture, decisions, contracts, and boundaries behind the code, organized as a connected graph. Read this skill and reach for the spec tools FIRST — before reading code — whenever you explore the project, plan or start a

    Ready to connect★ 459

    github.com/jetbrains/thinkrail463 stars

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  • taught-create-a-background-removed-portrait-for-a-requested-person-and-send-it-in-telegram-cd861aSkillSearch

    Produce a background-removed portrait image for a requested person and send it through Telegram. Primary surface: Google Chrome, Pixelmator Pro, Telegram. Inputs: Person or image search query, Telegram recipient/chat, Optional existing image file.... Trigger cues: Google Chrome Search | Google Chrom

    Ready to connect★ 456

    github.com/understudy-ai/understudy457 stars

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  • xquikSkillSearch

    Use Xquik REST and MCP APIs for X data workflows: search public posts, inspect users, export datasets, download media, monitor accounts or keywords, and send webhook events. Use when the user needs X data from Xquik rather than account-scoped X API actions through xurl.

    Ready to connect★ 456

    github.com/understudy-ai/understudy457 stars

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  • google-mapsSkillSearch

    Geospatial query capabilities — geocoding, nearby search, routing, place details, elevation. Trigger when the user mentions locations, addresses, coordinates, navigation, "what's nearby", "how to get there", distance/duration, or any question that inherently involves geographic information — even if

    Ready to connect★ 454

    github.com/cablate/mcp-google-map454 stars

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  • seo-geo-optimizerSkillSearch

    Comprehensive SEO/GEO/AEO analysis toolkit for optimizing content visibility across traditional search engines (Google, Bing), AI platforms (ChatGPT, Perplexity, Claude, Gemini, Grokipedia), answer engines (Google AI Overviews, Bing Copilot, featured snippets), voice assistants (Google Assistant, Si

    Ready to connect★ 454

    github.com/viryazheng/recomby-geo454 stars

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  • 114-java-maven-searchSkillSearch

    Routes Maven version questions to the right workflow by choosing project-local update report interpretation for a user’s own pom.xml, or Maven artifact discovery from maintainer-approved structured evidence. Use when interpreting dependency, plugin, or property update reports; finding Maven coordina

    Ready to connect★ 439

    github.com/jabrena/plinth439 stars

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  • content-seoSkillSearch

    Use when needing to optimize content for search visibility, increase organic reach, and rank higher in Xiaohongshu's recommendation algorithm

    Ready to connect★ 437

    github.com/vivy-yi/xiaohongshu-skills418 stars

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  • hashtag-optimizationSkillSearch

    Use when optimizing hashtags and topic tags on Xiaohongshu posts to increase discoverability, improving search visibility, selecting relevant topic tags, or implementing hashtag strategy for better content distribution

    Ready to connect★ 437

    github.com/vivy-yi/xiaohongshu-skills418 stars

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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.

54,764 of the 55,196 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