Skip to content

Skill catalog

13,007agent 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. engineering-skills alirezarezvani/claude-skills

    Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. Architecture, frontend, backend, QA, DevOps, security, AI/ML, data engineering, Playwright, Stripe, AWS…

    2,398 installs
  2. nextflow-development anthropics/knowledge-work-plugins

    Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow,…

    2,398 installs
  3. parallel-memory parallel-web/parallel-agent-skills

    Recall past Parallel Task, Monitor, and FindAll runs when they may help; evict runs or clear memory when asked.

    2,398 installs
  4. analytics-tracking kostja94/marketing-skills

    Compatibility pointer for GA4 event, key-event and User-ID tracking; maintained in Open Analytics.

    2,397 installs
  5. pacman bergside/awesome-design-skills

    Retro arcade-inspired design with pixel fonts, dotted borders, playful high-contrast colors, and 8-bit game aesthetics.

    2,397 installs
  6. scvi-tools anthropics/knowledge-work-plugins

    Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal…

    2,396 installs
  7. speckit-implement dceoy/speckit-agent-skills

    Execute the implementation plan by processing and executing all tasks defined in tasks.md

    2,396 installs
  8. OmniStudio Integration Procedure creation and validation with 110-point scoring. Use this skill when building server-side process orchestrations that combine Data Mapper actions, Apex Remote Actions, HTTP callouts, and…

    2,395 installs
  9. tetris bergside/awesome-design-skills

    Classic block-game inspired design with playful colors, bold display fonts, and compact, high-energy layouts.

    2,395 installs
  10. ios-simulator-skill conorluddy/ios-simulator-skill

    Build, test, and drive iOS apps in the Simulator with 30 token-efficient scripts. Use when asked to build or test an Xcode project, launch an app on a simulator, tap/type/swipe through its UI by accessibility label, tak…

    2,394 installs
  11. claude bergside/awesome-design-skills

    A research-journal aesthetic printed on warm stone — authoritative, editorial, almost achromatic. Pages live on warm ivory parchment (never pure white), with near-black slate as the dominant ink.

    2,393 installs
  12. claude-api affaan-m/ecc

    No description provided.

    2,393 installs
  13. 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
  14. 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
  15. apache-airflow-orchestration reason-machines/data-skills

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

    2,391 installs
  16. bash-scripting sickn33/agentic-awesome-skills

    Bash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing.

    2,391 installs
  17. 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…

    2,391 installs
  18. 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…

    2,391 installs
  19. 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
  20. immersive bergside/awesome-design-skills

    An immersive, interactive, exhibit-style interface that blends storytelling, animation, and gamified elements to create a playful, experience-driven journey. The entire app sits on a single continuous brand-colored canv…

    2,390 installs
  21. mobile-touch dylantarre/animation-principles

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

    2,390 installs
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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…

    2,386 installs
  27. 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
  28. 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
  29. 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…

    2,384 installs
  30. 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.

    2,384 installs
  31. 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…

    2,383 installs
  32. 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…

    2,383 installs
  33. 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
  34. rea-tool-design morluto/rea

    Design or change REA investigation tools, CLI/MCP contracts, provider capabilities, and Evidence semantics.

    2,381 installs
  35. 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…

    2,380 installs
  36. 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
  37. 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
  38. speckit-constitution dceoy/speckit-agent-skills

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

    2,379 installs
  39. 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…

    2,377 installs
  40. roblox-mm2-analytics-toolkit reason-machines/data-skills

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

    2,376 installs
  41. 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`.

    2,376 installs
  42. 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…

    2,374 installs
  43. 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
  44. 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
  45. 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
  46. 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…

    2,370 installs
  47. 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.

    2,370 installs
  48. 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,…

    2,370 installs
  49. 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…

    2,369 installs
  50. optimize marketcalls/vectorbt-backtesting-skills

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

    2,369 installs