Skip to content

Skill catalog

12,240agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. literature-review k-dense-ai/scientific-agent-skills

    Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, cita…

    2,394 installs
  2. Salesforce Industries Common Core (OmniStudio/Vlocity) Apex callable generation and review skill with 120-point scoring. Use when creating, reviewing, or migrating Industries callable Apex implementations. TRIGGER when:…

    2,392 installs
  3. building-omnistudio-omniscript forcedotcom/sf-skills

    OmniStudio OmniScript creation and validation with 120-point scoring. Use when building guided digital experiences, multi-step forms, or interactive processes that orchestrate Integration Procedures and Data Mappers. TR…

    2,392 installs
  4. tutor bevibing/tutor-skills

    Interactive quiz tutor for Obsidian StudyVault learning. Use when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or review specific sections/topics, (3) Drill weak areas identified in…

    2,392 installs
  5. apache-airflow-orchestration reason-machines/data-skills

    Expert knowledge of Apache Airflow for building, scheduling, and monitoring data pipelines and workflows

    2,391 installs
  6. mobile-touch dylantarre/animation-principles

    Use when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.

    2,391 installs
  7. building-omnistudio-datamapper forcedotcom/sf-skills

    OmniStudio Data Mapper (formerly DataRaptor) creation and validation with 100-point scoring. Use when building Extract, Transform, Load, or Turbo Extract Data Mappers, mapping Salesforce object fields, or reviewing exis…

    2,390 installs
  8. building-omnistudio-flexcard forcedotcom/sf-skills

    OmniStudio FlexCard creation and validation with 130-point scoring. Use when building at-a-glance UI cards, configuring data source bindings to Integration Procedures, or reviewing existing FlexCard definitions for acce…

    2,389 installs
  9. harness-creator walkinglabs/learn-harness-engineering

    Build, audit, and improve harnesses that make AI coding agents reliable: AGENTS.md/CLAUDE.md instruction files, feature/state tracking, verification gates, scope boundaries, session handoff, memory persistence, context…

    2,389 installs
  10. Cross-cutting OmniStudio analysis skill for namespace detection, dependency visualization, and impact analysis across OmniScripts, FlexCards, Integration Procedures, and Data Mappers. TRIGGER when: user asks about OmniS…

    2,388 installs
  11. datatalks-data-engineering-zoomcamp reason-machines/data-skills

    Free 9-week data engineering course covering Docker, Terraform, Kestra, BigQuery, dbt, Spark, and Kafka with hands-on projects

    2,388 installs
  12. mem runablehq/memory

    Store and retrieve memories (notes, facts, decisions, snippets, images) using a local SQLite database with full-text search. Use when you need to remember information across sessions, recall previous decisions, store co…

    2,388 installs
  13. clinical-trials-database google-deepmind/science-skills

    Query ClinicalTrials.gov via APIv2. Use when you want to search for trials by condition, drug, location, status, or phase; retrieve trial details by NCT ID; check eligibility/inclusion criteria; count trials across cond…

    2,385 installs
  14. elite-longterm-memory nextfrontierbuilds/elite-longterm-memory

    Ultimate AI agent memory system. Combines bulletproof WAL protocol, vector search, git-based knowledge graphs, cloud backup, and maintenance hygiene. Never lose context again. For Clawdbot, Moltbot, Claude, GPT agents.

    2,385 installs
  15. instrument-data-to-allotrope anthropics/knowledge-work-plugins

    Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, dat…

    2,385 installs
  16. update-swiftui-apis avdlee/swiftui-agent-skill

    Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check for new SwiftUI depr…

    2,385 installs
  17. aiconfig-snippets launchdarkly/ai-tooling

    DEPRECATED redirect — this skill was renamed to snippets. Do not use this skill; invoke snippets instead. Kept only so old references to aiconfig-snippets still point users to the new name.

    2,384 installs
  18. trigger-cost-savings triggerdotdev/skills

    Analyze Trigger.dev tasks, schedules, and runs for cost optimization opportunities. Use when asked to reduce spend, optimize costs, audit usage, right-size machines, or review task efficiency. Combines static source ana…

    2,384 installs
  19. create-business wondelai/skills

    Guided journey from raw idea to a validated, positioned, priced business with a chosen beachhead. Orchestrates ten skills phase by phase - jobs-to-be-done, mom-test, design-sprint, lean-startup, good-strategy-bad-strate…

    2,382 installs
  20. agnes-ai-generation yacey/agnes-ai-generation-skill

    Call Agnes AI / Sapiens AI generation APIs for text, image, and video. Use when the user asks to use Agnes models, Agnes Image, Agnes Video, Agnes 2.0 Flash, apihub.agnes-ai.com, or to generate text, images, edit images…

    2,381 installs
  21. aiconfig-agent-graphs launchdarkly/ai-tooling

    DEPRECATED redirect — this skill was renamed to agent-graphs. Do not use this skill; invoke agent-graphs instead. Kept only so old references to aiconfig-agent-graphs still point users to the new name.

    2,381 installs
  22. spacing-system owl-listener/designer-skills

    Create a spacing scale from a base unit with rules for when each step applies. Use when standardising padding and margins. For page-level columns and gutters, use `layout-grid`.

    2,381 installs
  23. speckit-constitution dceoy/speckit-agent-skills

    Create or update the project constitution from interactive or provided principle inputs.

    2,381 installs
  24. llm-public-opinion-analytics-assistant reason-machines/data-skills

    Multi-platform hot search crawler and LLM-powered public opinion analysis system with clustering, sentiment analysis, and multi-channel push notifications

    2,380 installs
  25. modeling-omnistudio-epc-catalog forcedotcom/sf-skills

    Salesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC…

    2,379 installs
  26. aframe-webxr freshtechbro/claudedesignskills

    Declarative web framework for building browser-based 3D, VR, and AR experiences using HTML and entity-component architecture. Use this skill when creating WebXR applications, VR experiences, AR experiences, 360-degree m…

    2,378 installs
  27. Generate a project-local skill that formally verifies the code where a bug costs the most and tests reach the least, in any language, with whichever verification tool fits. Use for /create-formal-verification-skill, "mo…

    2,377 installs
  28. release-stable getpaseo/paseo

    Cut a stable release of Paseo (fresh patch or minor, or promote from beta). Use when the user says "release stable", "ship stable", "promote", "release:patch", "release:minor", "release:promote", or "/release-stable".

    2,376 installs
  29. roblox-mm2-analytics-toolkit reason-machines/data-skills

    Analytics and inventory management toolkit for Roblox Murder Mystery 2 gameplay optimization

    2,376 installs
  30. sketch bergside/awesome-design-skills

    A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, rounded pill controls.

    2,375 installs
  31. Guided journey from an app idea to a deliberate architecture: boundaries, domain model, data decisions, and resilience, making only the expensive-to-reverse decisions and deferring the rest. Orchestrates eight skills ph…

    2,374 installs
  32. ml-paper-writing orchestra-research/ai-research-skills

    Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems…

    2,373 installs
  33. sentry-otel-exporter-setup getsentry/sentry-for-ai

    Configure the OpenTelemetry Collector with Sentry Exporter for multi-project routing and automatic project creation. Use when setting up OTel with Sentry, configuring collector pipelines for traces and logs, or routing…

    2,373 installs
  34. memory-bridge ar9av/obsidian-wiki

    Browse or compare wiki knowledge by originating AI tool. Use for cross-tool memory questions, tool-specific knowledge, or gap/diff analysis between Codex, Claude, Hermes, and other agents.

    2,372 installs
  35. nemo-retriever nvidia/skills

    Use when searching, extracting, ingesting, or querying a document collection with the NeMo Retriever 26.8.1 CLI, including local LanceDB indexes and deployed Retriever services. Use for PDFs, images, Office files, HTML,…

    2,372 installs
  36. redis-observability redis/agent-skills

    Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident triage (SLOWLOG, INFO, MEMORY DOCTOR, CLIENT…

    2,372 installs
  37. service-helpagent-coordinate forcedotcom/sf-skills

    Use to set up, configure, ground, or go live with a Salesforce Help Agent (an Agentforce Service Agent in Service Cloud) via a guided four-checkpoint flow. Use whenever a user says any of: set up / create / build / add…

    2,372 installs
  38. electron partme-ai/full-stack-skills

    Build cross-platform desktop applications with Electron, covering main/renderer process architecture, IPC communication, BrowserWindow management, menus, tray icons, packaging, and security best practices. Use when the…

    2,371 installs
  39. optimize marketcalls/vectorbt-backtesting-skills

    Optimize strategy parameters using VectorBT. Tests parameter combinations and generates heatmaps.

    2,371 installs
  40. responsive-design owl-listener/designer-skills

    Design layouts and interactions that adapt across screen sizes and input methods. Use when one design must serve many viewports. For the underlying column grid use `layout-grid`; for OS-specific patterns use `platform-c…

    2,371 installs
  41. mapbox-style-patterns mapbox/mapbox-agent-skills

    Common style patterns, layer configurations, and recipes for typical mapping scenarios including restaurant finders, real estate, data visualization, navigation, delivery/logistics, and more. Use when implementing speci…

    2,370 installs
  42. basecamp basecamp/skills

    Interact with Basecamp through the Basecamp CLI. Use for any Basecamp question or action, including projects, todos, cards, messages, files, schedules, check-ins, people, assignments, notifications, search, and account…

    2,369 installs
  43. article-content kostja94/marketing-skills

    When the user wants to write, generate, or create article body content—blog post body, long-form content, how-to guide, listicle. Also use when the user mentions "write article," "article content," "blog post content,"…

    2,368 installs
  44. playcanvas-engine freshtechbro/claudedesignskills

    Lightweight WebGL/WebGPU game engine with entity-component architecture and visual editor integration. Use this skill when building browser-based games, interactive 3D applications, or performance-critical web experienc…

    2,368 installs
  45. upstash-qstash-js upstash/skills

    Work with the @upstash/qstash TypeScript/JavaScript SDK, an HTTP-based message queue, task scheduler, and background job system for serverless and edge runtimes (Next.js, Vercel, Cloudflare Workers, Deno, Node.js). Use…

    2,368 installs
  46. version-release lobehub/lobehub

    Version release workflow — release process and GitHub Release notes (not docs/changelog pages).

    2,368 installs
  47. odoo-development mindrally/skills

    Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture

    2,367 installs
  48. muapi-youtube-thumbnail anil-matcha/open-dots

    No description provided.

    2,366 installs
  49. pr-creator google-gemini/gemini-cli

    Use this skill when asked to create a pull request (PR). It ensures all PRs follow the repository's established templates and standards.

    2,366 installs
  50. tailwindcss-animations josiahsiegel/claude-plugin-marketplace

    Tailwind CSS animations and transitions including built-in utilities and custom keyframes. PROACTIVELY activate for: (1) animate-* utilities (spin, ping, pulse, bounce), (2) custom @keyframes via @theme animate, (3) tra…

    2,366 installs