Skill catalog
12,342agent 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.
- experience-content-media-stock-image-search forcedotcom/sf-skills
Searches for and downloads ethically-licensed stock images via the media-management MCP server. Use this skill whenever a user wants an image, photo, or picture — for BOTH requests to find existing imagery ("find a stoc…
1,817 installs - harvard-artifacts-data-pipeline reason-machines/data-skills
Build end-to-end data engineering pipelines using Harvard Art Museums API with ETL, SQL analytics, and Streamlit visualization
1,817 installs - nemo-mbridge-perf-tp-dp-comm-overlap nvidia/skills
Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
1,817 installs - runpod-build-template runpod/runpod-plugins-official
Create or improve a complete Runpod template project from an application request, local code, or GitHub repository, with a documented Dockerfile and app-specific files for Pods or queue/load-balanced Serverless. Use run…
1,816 installs - cli-bridge starchild-ai-agent/official-skills
Manage short-code bundles that authorize the local starchild CLI to talk to this agent, including the agent-shell local-exec channel and the local MCP proxy (stdio MCP servers on the user's machine). Use when connecting…
1,815 installs - github kostja94/marketing-skills
When the user wants to use GitHub for SEO, parasite SEO, GEO, open source marketing, README optimization, or curated Awesome lists. Also use when the user mentions "GitHub," "GitHub SEO," "GitHub parasite SEO," "GitHub…
1,815 installs - p10 tanweai/pua
P10 CTO mode — define strategic direction, design org topology, manage P9 teams. Use when user says 'CTO模式', 'P10', '战略规划', '架构委员会', or when facing cross-team architectural decisions. Produces: strategic input templates…
1,815 installs - pptx k-dense-ai/scientific-agent-skills
Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx o…
1,815 installs - terraform-data-engineering-iac reason-machines/data-skills
Infrastructure-as-Code fundamentals for data engineering using Terraform to provision AWS resources (S3, EC2, IAM)
1,815 installs - von-restorff-effect owl-listener/designer-skills
Apply the Von Restorff Effect — the element that differs from its neighbours is the one remembered. Use when a single action must dominate. For overall ordering rather than single-element emphasis, use `visual-hierarchy…
1,815 installs - design-system-governance owl-listener/designer-skills
Define how the system evolves — contribution model, versioning, deprecation, and change management. Use when multiple teams contribute. For driving uptake use `design-system-adoption` (designer-toolkit); for design file…
1,814 installs - intended-vs-implemented phuryn/pm-skills
Moved to phuryn/product-engineering, where it is maintained in the ai-shipping plugin; this copy says where it went and how to install it. Use when asked to find where the code does something other than its docs say.
1,814 installs - everything-claude-code-harness reason-machines/trending-skills
Agent harness performance system for Claude Code and other AI coding agents — skills, instincts, memory, hooks, commands, and security scanning
1,813 installs - holoscan-install-container nvidia/skills
Install and verify the Holoscan SDK 5.x CUDA 13 development container after checking release availability and host compatibility.
1,813 installs - pua-loop tanweai/pua
PUA Loop — guided iterative development with recurring checks, completion evidence, and pause/abort markers. Use only when the user explicitly asks for loop/自动迭代 mode.
1,813 installs - axiom-vision charleswiltgen/axiom
Use when implementing ANY computer vision feature — image analysis, pose detection, person segmentation, subject lifting, text recognition, barcode scanning.
1,812 installs - developer-growth-analysis composio-community/awesome-claude-plugins
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth…
1,812 installs - mcore-linting-and-formatting nvidia/skills
Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.
1,812 installs - obsidian-organizer agents365-ai/365-skills
File notes into the right folder in the user's Obsidian vault and audit/reorganize its structure, via the `obsidian` CLI and the `00_Index/Folder_Map.md` map note. Use when a note needs filing, when the user asks where…
1,812 installs - para-memory-files paperclipai/paperclip
Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
1,812 installs - design-debt-audit owl-listener/designer-skills
Inventory and prioritise accumulated design inconsistencies across a product. Use when drift has built up over time. For token coverage specifically use `design-token-audit` (designer-toolkit); for WCAG gaps use `access…
1,811 installs - newsletter-promo charlie947/motion-graphics-skills
Turn a newsletter edition into a 12-20 second promo clip for LinkedIn, Instagram or X that drives people to read and subscribe. Hook question, three proof frames from the edition, then the newsletter name and where to r…
1,811 installs - novelty-assessment lingzhi227/agent-research-skills
Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committing to a research dir…
1,811 installs - secrets-in-file-metadata useosint/skills
Extract and interpret embedded file metadata with exiftool — EXIF GPS coordinates, camera make, model and serial, DateTimeOriginal and CreateDate timestamps, XMP and IPTC fields, and Office and PDF properties such as Au…
1,811 installs - backend-dev-guidelines sickn33/agentic-awesome-skills
You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, controllers, services, repositories, express middleware, or prisma database…
1,810 installs - indesign sfkislev/flue
Control Adobe InDesign from the shell via Flue - ExtendScript bridges without an MCP server.
1,810 installs - qwencloud-vision qwencloud/qwencloud-ai
Understand images and videos with Qwen vision models. TRIGGER when: user wants to analyze, describe, or extract information from images or videos, OCR text extraction, chart/table reading, visual reasoning, multi-image…
1,810 installs - rev-u3d-dump p4nda0s/reverse-skills
Dump Unity IL2CPP symbols from iOS/Android builds. Extract method names, addresses, and type info from IL2CPP binaries and global-metadata.dat, then generate IDA/Ghidra import scripts.
1,810 installs - chakra-ui-migrate chakra-ui/chakra-ui
Migrate Chakra UI projects from v2 to v3, covering package changes, codemods, provider setup, color mode, prop renaming, compound components, theming, recipes, and Next.js updates. Use this skill whenever a user is upgr…
1,809 installs - model-showdown charlie947/motion-graphics-skills
Give the same motion brief to three AI models, keep each first try, render all three the same way and stack them into one comparison video with model names and logos. Makes a 16:9 side-by-side for a newsletter and a 108…
1,809 installs - perf-analyzer composio-community/awesome-claude-plugins
Use when synthesizing perf findings into evidence-backed recommendations and decisions.
1,809 installs - perf-benchmarker composio-community/awesome-claude-plugins
Use when running performance benchmarks, establishing baselines, or validating regressions with sequential runs. Enforces 60s minimum runs (30s only for binary search) and no parallel benchmarks.
1,809 installs - plan-payroll anthropics/knowledge-work-plugins
Runs the payroll-confidence chain end to end — forecasts cash across the payroll window with cash-flow-snapshot, ranks and drafts overdue-invoice reminders with invoice-chase to close any gap, then assembles timesheets,…
1,809 installs - reviewing-oracle-to-postgres-migration github/awesome-copilot
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting/collations, UNION ALL planner risks, materialized-view re…
1,809 installs - web-to-app-funnel appeeky/aso-skills
When the user wants to design or optimize the funnel that takes web visitors into installing and onboarding the app — including smart app banners, web-to-app deep links, deferred deep links, web onboarding (Stripe-paid…
1,808 installs - artifacts-builder composio-community/awesome-claude-plugins
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or…
1,807 installs - mcpa-certification rohitg00/ai-engineering-from-scratch
AI-native tutor and onboarding workflow for the MCPA (Model Context Protocol Associate) certification in AI Engineering from Scratch. Use when a learner wants to prepare for the MCPA, resume their certification path, le…
1,807 installs - millers-law owl-listener/designer-skills
Apply Miller's Law — chunk information into groups of about four to fit working memory. Use when grouping fields, menu items, or steps. For reducing the number of choices offered, use `hicks-law`.
1,807 installs - perf-baseline-manager composio-community/awesome-claude-plugins
Use when managing perf baselines, consolidating results, or comparing versions. Ensures one baseline JSON per version.
1,807 installs - perf-code-paths composio-community/awesome-claude-plugins
Use when mapping code paths, entrypoints, and likely hot files before profiling.
1,807 installs - perf-profiler composio-community/awesome-claude-plugins
Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.
1,807 installs - perf-theory-gatherer composio-community/awesome-claude-plugins
Use when generating performance hypotheses backed by git history and code evidence.
1,807 installs - perf-theory-tester composio-community/awesome-claude-plugins
Use when running controlled perf experiments to validate hypotheses.
1,807 installs - qdrant-search-quality qdrant/skills
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improv…
1,807 installs - responsiveness-check jezweb/claude-skills
Test website responsiveness across viewport widths using browser automation. Resizes a single session through breakpoints, screenshots each width, and detects layout transitions (column changes, nav switches, overflow).…
1,807 installs - changelog-generator composio-community/awesome-claude-plugins
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual chan…
1,806 installs - paper-writing-section lingzhi227/agent-research-skills
Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with section-specific guidance and two-pass refinement. Use when the…
1,806 installs - perf-investigation-logger composio-community/awesome-claude-plugins
Use when appending structured perf investigation notes and evidence.
1,806 installs - requesthunt resciencelab/opc-skills
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, GitHub, YouTube, LinkedIn, and Amazon. Use when user wants to do demand resea…
1,806 installs - c-level-advisor alirezarezvani/claude-skills
10 C-level advisory agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. CEO, CTO, COO, CPO, CMO, CFO, CRO, CISO, CHRO, Executive Mentor. Multi-role board meetings, strategy routing, structured…
1,805 installs