Skill catalog
11,637agent 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.
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- add-educational-comments github/awesome-copilot
Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
9,246 installs - breakdown-feature-implementation github/awesome-copilot
Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.
9,243 installs - chdb-sql clickhouse/agent-skills
Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake) without setting u…
9,233 installs - build-dashboard anthropics/knowledge-work-plugins
Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snap…
9,229 installs - debian-linux-triage github/awesome-copilot
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
9,229 installs - dataverse-python-advanced-patterns github/awesome-copilot
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
9,228 installs - update-specification github/awesome-copilot
Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.
9,221 installs - remembering-conversations obra/episodic-memory
You MUST invoke this skill before saying "I don't know," guessing, or treating any topic as new, no matter how trivial the question seems. It supplements other memory systems, which only hold partial records. Searching…
9,208 installs - m15-anti-pattern actionbook/rust-skills
Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad…
9,204 installs - go-mcp-server-generator github/awesome-copilot
Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.
9,192 installs - rust-mcp-server-generator github/awesome-copilot
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
9,192 installs - cypress-author cypress-io/ai-toolkit
Creates, updates, and fixes Cypress tests (E2E/end-to-end and component tests). Use when the user asks to create tests, add tests, write tests, update tests, test this file/component, new spec, or fix a failing or flaky…
9,189 installs - aspnet-minimal-api-openapi github/awesome-copilot
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
9,185 installs - create-llms github/awesome-copilot
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
9,173 installs - ctf-misc ljagiello/ctf-skills
Provides miscellaneous CTF challenge techniques for problems that do not cleanly fit the main categories. Use for encoding puzzles, pyjails, bash jails, RF/SDR, DNS oddities, unicode tricks, esoteric languages, QR or au…
9,170 installs - finnish-humanizer github/awesome-copilot
Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.t…
9,164 installs - power-bi-dax-optimization github/awesome-copilot
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
9,163 installs - real-estate-search nomadamas/k-skill
Korean apartment/officetel/villa/single-house real transaction price and rent lookups via k-skill-proxy. Based on tae0y's real-estate-mcp and MOLIT public data APIs.
9,163 installs - opensource-pipeline affaan-m/ecc
Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for op…
9,162 installs - shopify-pos-ui shopify/shopify-ai-toolkit
Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications. POS UI Extensions also supports scaffolding new POS extension…
9,150 installs - performance-optimization gamedev-skills/awesome-gamedev-agent-skills
Find and fix game performance problems methodically — measure with the engine profiler first, reason about the frame-time budget, locate the CPU-vs-GPU bottleneck, then apply the right fix: object pooling, draw-call bat…
9,146 installs - unity-cli unity-technologies/skills
Controls the Unity Editor and projects from the command line, driving a running Editor to edit scenes and assets or run C#. Use when asked to install or manage Editors, licenses, or projects, set up version control, bui…
9,136 installs - seoul-subway-arrival nomadamas/k-skill
Look up Seoul real-time subway arrival information with the official Seoul Open Data API. Use when the user asks when a train arrives, which trains are approaching a station, or how crowded Seoul subway timing looks rig…
9,131 installs - arch-linux-triage github/awesome-copilot
Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.
9,127 installs - kbo-results nomadamas/k-skill
Fetch KBO game schedules and results for a specific date with the kbo-game npm package. Use when the user asks for today's KBO games, yesterday's scores, or a date-specific scoreboard.
9,121 installs - zipcode-search nomadamas/k-skill
Look up a Korean postcode and official English address from a known address with the official ePost integrated search page.
9,115 installs - game-ai gamedev-skills/awesome-gamedev-agent-skills
Design NPC and enemy decision-making with finite state machines, behavior trees, steering behaviors, and A* pathfinding — engine-neutral algorithms that pair with the detected engine's navigation API. Use when building…
9,106 installs - audio-design gamedev-skills/awesome-gamedev-agent-skills
Implement game audio practice — bus/mixer architecture and gain in decibels, ducking (sidechain), adaptive/dynamic music via layering and re-sequencing, SFX variation, and beat synchronization. Engine-neutral. Use when…
9,105 installs - ai-paper-reproduction lllllllama/rigorpilot-skills
No description provided.
9,103 installs - base44-remote-dev base44/skills
Develop a Base44 app remotely from your own coding agent (Claude Code, claude.ai, or any MCP client) by connecting it to the Base44 sandbox. Cloud agents connect over MCP; local agents can connect over MCP or drive the…
9,103 installs - swarm langchain-ai/langchain-skills
Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.
9,103 installs - web-design-engineer conardli/garden-skills
Build or redesign polished browser-rendered visual artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use for visual front-end creation…
9,094 installs - breakdown-epic-pm github/awesome-copilot
Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification.
9,080 installs - lotto-results nomadamas/k-skill
Check Korean Lotto draw results, latest rounds, and ticket matches with the k-lotto npm package. Use when the user asks for winning numbers, payout details, or whether their numbers matched.
9,080 installs - aws-cloudformation aws/agent-toolkit-for-aws
Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, local validation with either cfn-lint or cloudformation-validate, cfn-guard security and compliance che…
9,075 installs - mem-search thedotmack/claude-mem
This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants prior-session context…
9,075 installs - quasi-coder github/awesome-copilot
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with…
9,070 installs - base44-sandbox base44/skills
Develop a Base44 app remotely inside Base44's cloud sandbox using your own agent — no local checkout and no deploy/push commands. The implementation is remote: writing a resource file into the sandbox is what ships it (…
9,058 installs - camera-systems gamedev-skills/awesome-gamedev-agent-skills
Build game cameras that feel good — 2D follow with a deadzone, look-ahead, smoothing, and level-bounds clamping; 3D third-person orbit with collision and first-person look; plus multi-target framing and a shake hook. En…
9,048 installs - kakao-bar-nearby nomadamas/k-skill
Use when the user asks for nearby bars or 근처 술집. Ask for the user's location, search with the official Kakao Local API, then follow returned Kakao Map detail links for open-now, menu, and seating hints. 돌쇠에서는 공식 표면을 통한…
9,048 installs - blackforge blackforge-so/skill
Answer crypto market-data questions with BlackForge. Use this skill whenever the user asks about order-book or trade data for a coin on a spot venue: its latest stats on an exchange, order-book depth or resting/pulled l…
9,046 installs - dashboarding grafana/skills
Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), `gridPos` 24-column layout, units, thresholds, template + dat…
9,040 installs - deepline-research code.deepline.com
Use when the user wants a last30days-style pre-research pass in Deepline: discover the critical public, private, CRM, workflow, social, and web data sources for a research/enrichment job; compare provider coverage; esti…
9,034 installs - use-railway railwayapp/railway-skills
Operate Railway infrastructure: sign up for or sign in to a Railway account, create projects, provision services, databases, and buckets, deploy code, configure infrastructure as code, environments and variables, manage…
9,025 installs - technology-stack-blueprint-generator github/awesome-copilot
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns acro…
9,022 installs - agent-platform-rag-engine-management google/skills
Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or generating content ground…
9,020 installs - save-systems gamedev-skills/awesome-gamedev-agent-skills
Design save/load for game state — choosing what to serialize, file formats, save slots, atomic crash-safe writes, schema versioning and migration, and autosave. Engine-neutral. Use when the user mentions save system, sa…
9,018 installs - microsoft-skill-creator github/awesome-copilot
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code,…
9,017 installs - ctf-malware ljagiello/ctf-skills
Provides malware analysis and network traffic techniques for CTF challenges. Use when analyzing obfuscated scripts, malicious packages, custom crypto protocols, C2 traffic, PE/.NET binaries, RC4/AES encrypted communicat…
9,016 installs - snowflake-semanticview github/awesome-copilot
Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-vi…
9,016 installs