AI agent skills, scored out of 100

10,692 public agent skills (SKILL.md folders) from 300 GitHub repositories, each given a code score out of 100. 393 of them are Verified. The median score is 63.

An agent skill is a folder with a SKILL.md file that an AI coding agent such as Claude Code, Codex, Cursor, Gemini CLI or GitHub Copilot loads when a task calls for it. The format is an open standard; see the Agent Skills specification.

Agent skills by job

The 100 highest-scoring agent skills

the-judge tech-leads-club/agent-skills
Evidence-first pull request judge that reviews a PR and posts one consolidated GitHub review with inline comments via the gh CLI. Runs the repo's own deterministic checks first, r…

Verified97A
iap-agent-platform-troubleshooting google/skills
Diagnoses Identity-Aware Proxy (IAP) denials of outbound requests from Gemini Enterprise Agent Platform agents that run on Agent Runtime and send traffic through Agent Gateway. Us…

Verified96A
skill-creator XiaomiMiMo/MiMo-Code
Interactive guide for creating, reviewing, and improving agent skills (SKILL.md folders). Use when the user wants to build a new skill ('create a skill', 'make a skill for X', 'wr…

Verified96A
api-gateway-mcp-server google/skills
Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools over HTTP (POST /mcp). Use when m…

Verified94A
api-gateway-openapi-spec-authoring google/skills
Writes, migrates, and fixes OpenAPI specs for Google Cloud API Gateway. Use when converting an OpenAPI 2.0 (Swagger) spec to OpenAPI 3.x, writing a new OpenAPI 3.x spec, or fixing…

Verified94A
policy-starter anthropics/claude-for-legal
Draft a firm AI usage policy from published model policies, adapted to your practice profile — a research-and-synthesis tool whose output is a draft for attorney review and adopti…

Verified94A
pathways-workload google/skills
Debugs failed, crashing or hung Pathways on Cloud workloads (JAX training or inference on Cloud TPU in GKE, run as a JobSet, PathwaysJob or LeaderWorkerSet). Reads Cloud Logging f…

Verified93A
shopify-review-triage github/awesome-copilot
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support bri…

Verified92A
mcp-oauth-triage alirezarezvani/claude-skills
Use when an MCP connector that used to authenticate now fails (tool calls 401 after a good token exchange, breaks after refresh, returns another account's data), before changing c…

Verified92A
create-rfc tech-leads-club/agent-skills
Creates structured Request for Comments (RFC) documents for proposing and deciding on significant changes. Use when the user says "write an RFC", "create a proposal", "I need to p…

Verified92A
constraint-driven-development addyosmani/agent-skills
Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds wh…

Verified91A
resume-tailor reactive-resume/reactive-resume
Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline,…

Verified91A
cloud-monitoring-notification-channels-configuration google/skills
Generates Terraform HCL configurations for Cloud Monitoring notification channels (`google_monitoring_notification_channel`) and adds notification channels to alerting policies (`…

Verified91A
google-ads-api-quickstart google/skills
Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a "retrieve campaigns" script.…

Verified91A
nx-generate tech-leads-club/agent-skills
Generate code using Nx generators — scaffold projects, libraries, features, or run workspace-specific generators with proper discovery, validation, and verification. Use when user…

Verified91A
open-code-review alibaba/open-code-review
Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user asks to review code, review a pull request, review staged/unsta…

Verified90A
self-assessment luongnv89/claude-howto
Comprehensive Claude Code self-assessment and learning path advisor. Runs a multi-category quiz covering 10 feature areas, produces a detailed skill profile with per-topic scores,…

Verified90A
eyeball github/awesome-copilot
Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screens…

Verified90A
migrate-from-v1 nanocoai/nanoclaw
Finish migrating a NanoClaw v1 install into v2. Run after `bash migrate-v2.sh` completes. Seeds the owner, migrates legacy memory, reconciles container configs, and helps port cus…

Verified90A
changelog-generator alirezarezvani/claude-skills
Write release notes and CHANGELOG.md from commits and pick the next semver version. Use whenever the user is cutting a release, asks what changed since the last one or what versio…

Verified90A
schema-markup alirezarezvani/claude-skills
Use for any JSON-LD, schema.org, rich-result or structured-data request, before writing markup. Validates the markup with schema_validator.py against Google's required properties,…

Verified90A
cloud-monitoring-promql-query google/skills
Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or format PromQL queries, PromQL string…

Verified90A
google-ads-api-account-diagnostics google/skills
Diagnoses Google Ads account performance issues such as conversion loss (value or volume), low lead flow/volume, and lost impression share (opportunities) due to ad rank, bids, or…

Verified90A
ramp anthropics/claude-for-legal
Student semester onboarding — clinic procedures, tool walkthrough, practice exercises before real cases. Reads the handbook the professor uploaded at setup and teaches it interact…

Verified90A
figma-use Devin-AXIS/iPolloWork
**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes co…

Verified90A
code-tour github/awesome-copilot
Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code to…

Verified89A
java-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copil…

Verified89A
content-production alirezarezvani/claude-skills
Write a blog post, article or guide end to end: research, outline, draft, SEO pass and quality gates. Use whenever the user asks to write a blog post, draft an article on a topic,…

Verified89A
agent-platform-troubleshooting google/skills
Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues across Agent Gateway, Agent Connectivity Templates (ACT), Agent Registry, Agent Identity, Identity-Aware Proxy (…

Verified89A
harness-eval HKUDS/OpenHarness
This skill should be used when the user asks to "test the harness", "run integration tests", "validate features with real API", "test with real model calls", "run agent loop tests…

Verified89A
prepare-python-recipe google/adk-recipes
End-to-end orchestration to prepare or update a Python recipe under core/python/, contrib/python/, or plugins/<vertical>/<solution>/ so it passes every check in .github/workflows/…

89A
user-story deanpeters/Product-Manager-Skills
Create user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready work with clear outcomes and testable conditions.

Verified89A
create-adr tech-leads-club/agent-skills
Creates Architecture Decision Records (ADRs) to document significant architectural choices and their rationale for future team members. Use when the user says "write an ADR", "doc…

Verified89A
nestjs-modular-monolith tech-leads-club/agent-skills
Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns. Use when building modular monolith b…

Verified89A
kotlin-tooling-agp9-migration midudev/autoskills
Migrates Kotlin Multiplatform (KMP) projects to Android Gradle Plugin 9.0+. Handles plugin replacement (com.android.kotlin.multiplatform.library), module splitting, DSL migration,…

Verified89A
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 standardi…

Verified88A
session-handoff davila7/claude-code-templates
Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capac…

Verified88A
ad-creative alirezarezvani/claude-skills
Use for any ad copy request (RSA headlines, Meta, LinkedIn or TikTok ads, bulk variations), before writing. Checks every line against platform character limits and policy with ad_…

Verified88A
agent-platform-alert-configuration google/skills
Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. Use when analyzing, writing,…

Verified88A
application-integration-authoring google/skills
Builds, versions, publishes, tests, and executes Google Cloud Application Integration workflows through the REST API and Python discovery client, and promotes versions across envi…

Verified88A
google-cloud-solution-agentic-ai-borderless-data-lakehouse google/skills
Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting multi-cloud storage infrastr…

Verified88A
docx-official XiaomiMiMo/MiMo-Code
Use this skill whenever a Microsoft Word (.docx) file is being produced, opened, transformed, or read. That includes: drafting reports, letters, contracts, RFPs, technical documen…

Verified88A
gentle-ai-collab-perfect Gentleman-Programming/gentle-ai
Trigger: contributing to Gentleman-Programming/gentle-ai as an external collaborator. Strict issue-first workflow, honest PR bodies, contributor-vs-maintainer scope, chained-PR st…

Verified88A
skill-scanner getsentry/skills
Scan agent skills for security issues. Use when asked to "scan a skill", "audit a skill", "review skill security", "check skill for injection", "validate SKILL.md", or assess whet…

Verified88A
cloudflare-temporary-deploy NousResearch/hermes-agent
Deploy a Worker live, no account, via wrangler --temporary.

Verified87A
prisma-8 prisma/orm
Use when working in a project that depends on @prisma/orm-postgres, @prisma/orm-sqlite, or @prisma/orm-mongo (Prisma 8, formerly Prisma Next): editing contract.prisma or a contrac…

Verified87A
five-whys davila7/claude-code-templates
Use for the 5 Whys, or when the user wants the root cause of a failure: "why did this happen?", "this keeps breaking", "write the postmortem", "find the real cause". Asks why repe…

Verified87A
premium-web-design davila7/claude-code-templates
Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project. Use this skill whenever…

87A
focused-fix alirezarezvani/claude-skills
Use when a whole feature or module is broken and needs fixing end to end ('make X work', 'the Y module is broken'). Maps every file and dependency of the area before changing anyt…

Verified87A
git-worktree-manager alirezarezvani/claude-skills
Use when running several branches or agents in parallel on one repo. Creates worktrees with isolated ports and env via worktree_manager.py and removes stale ones with worktree_cle…

Verified87A
desktop-brand-builder QwenLM/qwen-code
Generate a branded Qwen Code desktop package from the Tauri desktop shell using a minimal brandId and logo. Use when the user wants a custom, white-label, or rebranded desktop cli…

Verified87A
seo-sitemap AgriciDaniel/claude-seo
Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says "sitemap", "generate sitemap", "sitemap issue…

Verified87A
google-cloud-filestore-log-troubleshooting google/skills
Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT). Use when an NFS mount hangs or fails from a C…

Verified87A
google-cloud-solution-agentic-ai-bidirectional-streaming google/skills
Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time techn…

Verified87A
google-cloud-solution-multi-agent-security google/skills
Designs, deploys, and secures Google Cloud Agent Gateway solutions. Use when the user needs to configure multi-agent security, ingress (CLIENT_TO_AGENT), or egress (AGENT_TO_ANYWH…

Verified87A
secops-detection-engineering google/skills
Author, validate, test, and deploy YARA-L 2.0 detection rules and evaluate end-to-end detection coverage gaps in Google SecOps. Use when writing new detection rules, tuning existi…

Verified87A
proof-writer wanshuiyin/Auto-claude-code-research-in-sleep
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补…

Verified87A
figma-designer elayadesign/ai-design-skills
Design inside Figma the way this designer does: real variables, text styles, auto layout and components, on a fixed visual system (Tailwind type and radius scale, spacing tokens,…

Verified87A
browser-video-recording MengTo/Skills
Create polished 60 fps 4:3 4K browser screen-recording style videos from Codex in-app browser captures, with browser-only crop, natural macOS cursor styling, deliberate click chor…

Verified87A
html-reel MengTo/Skills
Turn a tweet, a video, a YouTube video or a landing page into a 9:16 reel (Instagram Reels, TikTok, Shorts) that says what the source says and looks like it, with every cut on a w…

87A
not-your-babysitter tech-leads-club/agent-skills
Autonomous senior-operator mode for AI agents that resolve tasks end to end without babysitting and never create new problems. The agent verifies every claim against real evidence…

Verified87A
skill-architect tech-leads-club/agent-skills
Expert guide for designing and building high-quality skills from scratch through structured conversation. Use when someone wants to create a new skill, build a skill, design a ski…

Verified87A
interview-me addyosmani/agent-skills
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlyin…

Verified86A
isometric-explainer rohitg00/ai-engineering-from-scratch
Builds an interactive isometric machine page. Each station of one invented machine stands for one step of a process. A pure, tested state model drives the motion, the readouts and…

Verified86A
brag-sheet github/awesome-copilot
Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session…

Verified86A
build-evidence-map github/awesome-copilot
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contra…

Verified86A
python-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MC…

Verified86A
spec-driven-workflow alirezarezvani/claude-skills
Use when a feature should be specified before coding (acceptance criteria, spec-first, tests from specs). Writes the spec with spec_generator.py, checks it with spec_validator.py…

Verified86A
api-gateway-backend-security-and-rate-limiting google/skills
Secures and rate limits backend services behind Google Cloud API Gateway across OpenAPI 2.0 and OpenAPI 3.0.x API configurations, including MCP-enabled gateways. Use when configur…

Verified86A
data-manager-api-event-ingestion google/skills
Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries.…

Verified86A
gke-ai-troubleshooting-tpu-dynamic-slices-monitoring google/skills
Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating…

Verified86A
gke-ai-troubleshooting-tpu-vbar-oom google/skills
Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TP…

Verified86A
google-cloud-solution-hybrid-search-alloydb google/skills
Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized fo…

Verified86A
xlsx-official XiaomiMiMo/MiMo-Code
Spreadsheet toolkit. Reach for it whenever the artifact on either side of the conversation is a workbook file — .xlsx, .xlsm, .xltx, .csv, .tsv — and the user wants that artifact…

Verified86A
excalidraw-studio tech-leads-club/agent-skills
Generate Excalidraw diagrams from natural language descriptions. Outputs .excalidraw JSON files openable in Excalidraw. Use when asked to "create a diagram", "make a flowchart", "…

Verified86A
frontend-design-direction affaan-m/ECC
Set an ECC-specific frontend design direction for production UI work. Use when building or improving websites, dashboards, applications, components, landing pages, visual tools, o…

Verified85A
prompt-optimizer affaan-m/ECC
Analyze draft prompts, detect intent and missing context, match ECC commands, skills, and agents, and output a ready-to-paste optimized prompt with diagnosis and rationale — advis…

Verified85A
ui-demo affaan-m/ECC
Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM vide…

Verified85A
hyperframes NousResearch/hermes-agent
Render MP4/WebM videos from HTML compositions.

Verified85A
threejs-world-generation OpenMontageInc/OpenMontage
Build deterministic, editable, free-viewpoint Three.js worlds from text or structured briefs. Use for cinematic 3D terrain, semantic regions, procedural biomes, explicit landmarks…

Verified85A
conversion-tracking coreyhaines31/marketingskills
When the user wants to set up, audit, or fix conversion tracking to Google Ads, Meta, GA4, LinkedIn, and TikTok, or asks why conversions are missing or doubled: GTM, pixels, CAPI,…

Verified85A
prospecting coreyhaines31/marketingskills
When the user wants to find and qualify prospects for outbound, or asks who to target first, which signal to prioritize, or where to spot buyers with the problem: buying signals,…

Verified85A
excalidraw-diagram-generator github/awesome-copilot
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "cr…

85A
lsp-setup github/awesome-copilot
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects th…

Verified85A
add-vercel nanocoai/nanoclaw
Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com. Use when the user want…

Verified85A
fable-goal alirezarezvani/claude-skills
Use when the user wants a /goal prompt rather than the build itself ('/fable-goal', 'turn this into a goal prompt', 'write the prompt that builds X'). Turns their ramble into one…

Verified85A
grants alirezarezvani/claude-skills
Use for any NIH funding question ('find grants for my research', 'which NIH institute'). Maps the idea to institutes, study sections and NOSIs via RePORTER, matches mechanisms wit…

Verified85A
seo-maps AgriciDaniel/claude-seo
Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification, c…

Verified85A
gemini-live-api google/skills
Generates a Gemini LiveAPI client service class in the user's chosen programming language. Use when the user wants to build, scaffold, or integrate a client that connects to the G…

Verified85A
google-cloud-recipe-foundation-builder google/skills
Deploys a baseline landing zone foundation for a Google Cloud Organization, establishing security guardrails using Organization Policies, resource hierarchy folders and projects,…

Verified85A
claims-drafting wanshuiyin/Auto-claude-code-research-in-sleep
Draft patent claims for an invention. Use when user says "撰写权利要求", "draft claims", "写权利要求书", "claim drafting", or wants to create patent claims. The core skill of the patent pipel…

Verified85A
paper-compile wanshuiyin/Auto-claude-code-research-in-sleep
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "编译论文", "compile paper", "build PDF", "生成PDF", or wants to compile LaTeX into a submission-ready PDF.

Verified85A
prompt-master nidhinjs/prompt-master
Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, i…

Verified85A
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 visualiza…

Verified85A
unslop heydamir/unslop
Turns vibecoded, AI-looking UI into a designed interface with its own character. Finds a direction from the product itself, then fixes spacing, color, icons, copy, type, layout, d…

Verified85A
learn-everything XiaomiMiMo/MiMo-Code
Turn an uploaded PDF, paper, book chapter, document, URL, or user-provided topic into a structured, interactive learning course. Use when the user wants to learn, study, understan…

Verified85A
claim-chart anthropics/claude-for-legal
Build or review an element chart — a patent claim chart (infringement, invalidity, or review) or a civil element chart for any cause of action or defense — with every cell pin-cit…

Verified85A
ip-clause-review anthropics/claude-for-legal
Review the IP clauses in an agreement — assignment, ownership, license grants, warranties, indemnities. Use when reviewing IP terms in employment, consulting, SOW, vendor, or lice…

Verified85A
oss-review anthropics/claude-for-legal
Open source license compliance check for a dependency list, a single library, or outbound code. Use when reviewing a manifest, SBOM, or repo for copyleft obligations and license c…

Verified85A
create-game-assets gamedev-skills/awesome-gamedev-agent-skills
Plans, generates or sources, and validates consistent game art: style guides, sprites, pixel art, tilesets, icons and textures, with QA and licence records. Use when making or AI-…

Verified85A

Browse every repository and its skills

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.