Agent skills for AI Agent and Prompt Engineers

318 agent skills are labelled for AI Agent and Prompt Engineers work. They are listed by code score, out of 100.

The 200 highest-scoring

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
okx-ai internet-court/internet-court-skill
ERC-8004 Agent identity: 注册/更新/上架/下架/搜索agent, register/update/activate/deactivate/search — User/ASP/Evaluator(买家/卖家/评审员, 旧称仲裁者亦可); 我的agent/ASP, 找做X的ASP/agent有什么服务/endpoint怎么填/查口碑/…

Verified85A
prompt-caching-strategy affaan-m/ECC
Optimize LLM prompt caching hit rate to reduce API costs and improve latency. Analyzes prompt structure, identifies cacheable vs non-cacheable content, and recommends restructurin…

Verified84B
recall rohitg00/agentmemory
Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do a…

Verified84B
tc-tracker alirezarezvani/claude-skills
Use when tracking technical changes as records, or handing work between AI sessions with a change record. Creates, updates and validates change records with tc_create.py, tc_updat…

Verified84B
agent-designer alirezarezvani/claude-skills
Design multi-agent systems (supervisor, swarm, pipeline) and tool schemas; find bottlenecks in run logs. Use whenever agents split work or a run is slow or costly. Not for Claude…

Verified83B
extract alirezarezvani/claude-skills
Turn a fix or pattern that keeps coming up into a reusable skill with SKILL.md, reference docs and examples. Use whenever the user runs /si:extract or wants to package a recurring…

Verified83B
google-cloud-solution-build-deploy-agents google/skills
Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and gene…

Verified83B
create-moviepilot-skill jxxghp/MoviePilot
Use this skill when the user asks to create, scaffold, update, or review a MoviePilot agent skill. This includes adding a new built-in skill under the repository `skills/` directo…

Verified83B
retail-product-search google/adk-recipes
Creates product search agents with semantic search and RAG on Google Cloud (Vector Search on Gemini Enterprise Agent Platform, BigQuery, embeddings). Use when the user wants to "b…

Verified83B
skill-installer anthropics/claude-for-legal
Install a community skill from a watched registry. Reads the allowlist first, fetches, shows the RAW SKILL.md (not just a summary), runs structural trust checks, runs skills-qa, a…

83B
wiki-query paperclipai/paperclip
Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file durable synthesis when the answer…

Verified82B
agent-development anthropics/claude-plugins-official
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent too…

Verified82B
arize-dataset github/awesome-copilot
Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the…

Verified82B
agent-development davila7/claude-code-templates
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent too…

Verified82B
remember rohitg00/agentmemory
Save an insight, decision, or learning to agentmemory's long-term storage with searchable concept tags. Use when the user says "remember this", "save this", "note that", "don't fo…

Verified82B
auto-updater anthropics/claude-for-legal
Check installed community skills for updates. Shows a diff and requires explicit approval before applying. Use when the user says "check for updates", "update my skills", "anythin…

Verified82B
request-progress thedotmack/claude-mem
Group recent conversations into overall requests, review each one's progress from memory, sort each into one of the owner's focus areas, and write the build story, so My Work show…

Verified81B
doubt-driven-development addyosmani/agent-skills
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before proceeding, when stress-testin…

Verified81B
terminal-bench-loop paperclipai/paperclip
Run one Terminal-Bench task through a bounded Paperclip smoke/diagnosis/fix loop. Use when asked to drive Terminal-Bench until it passes, rerun a Terminal-Bench loop, or iterate w…

Verified81B
agent-skill-stack github/awesome-copilot
Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks w…

Verified81B
brain-taxonomist garrytan/gbrain
Filing gate for ALL brain writes. Consulted before creating any new brain page to determine the correct path. Reads the ACTIVE schema pack via `gbrain schema show --json` — no har…

Verified81B
agent-decision-receipts alirezarezvani/claude-skills
Use when an autonomous agent takes a side-effecting action (deploy, delete, pay, grant access) that may need proving later, or for EU AI Act Art. 12 record-keeping. Builds a tampe…

Verified81B
skill-tester alirezarezvani/claude-skills
Use when authoring or auditing a skill in this ecosystem, before release. Validates structure with skill_validator.py, runs its scripts with script_tester.py and grades quality an…

Verified81B
agent-platform-prompt-management google/skills
Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training…

Verified81B
harness-eval tech-leads-club/agent-skills
Evaluate a repo agent harness (AGENTS.md, rules, skills, skill refs) for broken paths/commands, redundant instructions, and usefulness using a stack-agnostic dual-judge protocol w…

Verified81B
n8n-agents czlonkowski/n8n-skills
Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and w…

Verified81B
loop-design-check affaan-m/ECC
Design a goal-oriented agent loop or review one for failure modes: spinning, Goodhart-gaming the verifier, or running a wrong answer to completion. Covers machine-decidable goals,…

Verified80B
mcp-implementation-security-review github/awesome-copilot
Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication, sessions, rate limiting, in…

Verified80B
context-architecture davila7/claude-code-templates
Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and AI agents. Applies Context Ar…

Verified80B
skill-developer davila7/claude-code-templates
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hoo…

Verified80B
handoff rohitg00/agentmemory
Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up…

Verified80B
self-eval alirezarezvani/claude-skills
Grade finished work honestly on two axes with a devil's-advocate pass against inflation. Use whenever the user asks how well a task went, to rate the work or for an honest self-re…

Verified80B
pr-review MiniMax-AI/skills
Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation sc…

Verified80B
generate-python-runnability-test google/adk-recipes
Generates a lightweight `tests/test_runnability.py` for a Python recipe. The test just imports the recipe's agent module and asserts that `root_agent is not None` (and `app is not…

Verified80B
skill-developer diet103/claude-code-infrastructure-showcase
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hoo…

Verified80B
testing-handbook-generator trailofbits/skills
Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the structure each skill type requir…

Verified80B
health tw93/Waza
Audits or prunes agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong or guidance needs slimming. Not for applica…

Verified80B
ui-widget-developer microsoft/skills
Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate wi…

Verified80B
wiki-llms-txt microsoft/skills
Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification. Use when the user wants to create LLM-readable summaries, l…

Verified80B
plan-orchestrate affaan-m/ECC
Read a plan document, decompose it into steps, classify each step, and emit the ready-to-paste ECC slash command for that step, carrying the step identifier and scope in the comma…

79B
context-engineering addyosmani/agent-skills
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and con…

79B
create-verification-skill paperclipai/paperclip
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control sk…

79B
wiki-lint paperclipai/paperclip
Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept pages, and index/log drift; retur…

79B
prompt-optimizer github/awesome-copilot
Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skil…

79B
minion-orchestrator garrytan/gbrain
Unified Minions skill for both deterministic shell jobs and LLM subagent orchestration. Replaces the older `gbrain-jobs` routing intent. Use when: submitting gbrain jobs, shell/ba…

79B
recap rohitg00/agentmemory
Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what have we been doing", "…

79B
agent-reproduce-feature QwenLM/qwen-code
Use when reproducing an existing Codex or Claude Code feature in Qwen Code or another agent CLI by choosing a reference agent, capturing HTTP request bodies, prompts, tool/functio…

79B
goal-draft QwenLM/qwen-code
Turn a fuzzy intention into a /goal objective the Goal verifier can actually judge - one outcome, numbered binary "Done when" checks that leave evidence in the transcript, guardra…

79B
skill-improver trailofbits/skills
Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converg…

79B
dispatching-parallel-agents obra/superpowers
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

78B
mem-setup thedotmack/claude-mem
This skill should be used when the user asks to "set up claude-mem", "pair claude-mem", "connect cmem", "add my cmem key", "set up cloud sync in Cowork" or in the Claude app, or p…

78B
tldr-prompt github/awesome-copilot
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

78B
workiq-copilot github/awesome-copilot
Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recomme…

78B
dispatching-parallel-agents davila7/claude-code-templates
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

78B
skill-judge davila7/claude-code-templates
Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides mult…

78B
forget rohitg00/agentmemory
Delete selected durable memories from agentmemory after showing them and getting explicit confirmation. Use when the user says "forget this", "delete memory", "remove that note",…

78B
agent-platform-access-audit google/skills
Audits AI agent data access, blast radius, and blocked policy operations in Google Cloud by querying Cloud Audit Logs via BigQuery. Use when investigating what resources or servic…

78B
create-verification-skill cursor/plugins
Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control sk…

78B
video-to-superprompt MengTo/Skills
Turn a reference video into a super detailed recreation or inspiration prompt. Use when the user provides, mentions, uploads, links, or points to a video and asks to analyze the d…

78B
declarative-agent-developer microsoft/skills
Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including localization, scaffolding,…

78B
agent-security-hardening affaan-m/ECC
Security hardening guidance for AI agent frameworks that process untrusted content, invoke tools, write workspace files, manage runtime identifiers, or handle credentials. Use whe…

77B
delivery-gate affaan-m/ECC
Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalization patterns (surface text heuristics), stale learning logs (filesystem mtime), and low…

77B
paperclip-create-plugin paperclipai/paperclip
Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a plugin, iterating on a local plugin, installing it into Paperclip, or updating pl…

77B
onboarding anthropics/claude-plugins-official
Sets the plugin up for one plant on first run. Asks which ERP, CAD, CMMS and document system the plant uses and tests the four supported connectors (Microsoft 365, Oracle NetSuite…

77B
context-driven-development wshobson/agents
Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts cont…

77B
foundry-agent-sync github/awesome-copilot
Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only generate local code, t…

77B
testing-for-system-prompt-leakage mukul975/Anthropic-Cybersecurity-Skills
Extracts LLM system prompts using direct requests, jailbreak/instruction-override framing, translation/encoding tricks, and few-shot replay, combining manual payloads with automat…

77B
bright-data-mcp davila7/claude-code-templates
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search…

77B
enrich garrytan/gbrain
Enrich brain pages with tiered enrichment protocol. Creates and updates person/company pages with compiled truth, timeline, and cross-links. Use when a new entity is mentioned or…

77B
lesson rohitg00/agentmemory
Save a correction or hard-won rule as a confidence-weighted lesson that resurfaces before similar work. Use when the user corrects your approach, says "learn this", "always" or "n…

77B
prompt-engineer-toolkit alirezarezvani/claude-skills
Use when a marketing team's AI prompts need testing, versioning or governance, before shipping a prompt. A/B tests prompts against cases with prompt_tester.py and keeps diffed ver…

77B
stage-launch alirezarezvani/claude-skills
Use when a managed-agent build sheet is ready to launch ('launch it', 'deploy the agent'). Generates and validates API payloads with payload_generator.py and payload_validator.py…

77B
pua-en tanweai/pua
Put your AI on a Performance Improvement Plan. Forces exhaustive problem-solving with Western big-tech performance culture rhetoric and structured debugging. Trigger when: (1) tas…

77B
evolving-ai-agents Orchestra-Research/AI-Research-SKILLs
Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing…

77B
agents-cli-aqua google/adk-recipes
Work with the Ambient Quality Agent (AQuA) added to this agents-cli project: augment the agents-cli agent with AQuA or attach the agent to an AQuA deployed elsewhere, read the qua…

77B
web-technique-to-skill MengTo/Skills
Turn a visual or interaction technique you already built into a reusable web-design skill, by isolating the one mechanism that makes it work while reproducing its approved referen…

77B
subagent-creator tech-leads-club/agent-skills
Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or orchest…

77B
create-agent-adapter paperclipai/paperclip
Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, or adapter package.

76B
reflection-coach paperclipai/paperclip
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, nev…

76B
claude-md luongnv89/claude-howto
Create or update CLAUDE.md files following best practices for optimal AI agent onboarding

76B
plugin-settings anthropics/claude-plugins-official
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML…

76B
foundry-agentic-loop github/awesome-copilot
Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. Three modes: rapid prototypi…

76B
pinecone-rag github/awesome-copilot
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index doc…

76B
testing garrytan/gbrain
Skill validation framework PLUS daily test-suite health and regression intelligence. Validates skill conformance (frontmatter, manifest coverage, resolver coverage). Runs the proj…

76B
run-without-you alirezarezvani/claude-skills
Use when a graded managed agent should run on a schedule, on an event trigger or on demand ('run it every morning'). Validates cron with cron_validator.py and builds the deploymen…

76B
skill-retro alirezarezvani/claude-skills
Use when the user wants their skills graded from real session history, asks which installed skills actually work, or wants evidence-backed skill edits. Collects local sessions wit…

76B
write-a-skill alirezarezvani/claude-skills
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, build, or author a new skill.

76B
openwork-models different-ai/openwork
Manage OpenWork inference model aliases, openwork model overlays, discounts, validation, and automated base model refreshes from models.dev. Use when adding, removing, discounting…

76B
long-horizon-prompting muratcankoylan/Agent-Skills-for-Context-Engineering
This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard pro…

76B
openrig-architect mvschwarz/openrig
Use when designing multi-agent topologies that run ON OpenRig — authoring RigSpec and AgentSpec files for new rigs, creating agent startup content (guidance / skills / culture), o…

76B
web-access superdesigndev/treg
Use only when the agent's own web tools can't do the job. Use what you already have first (built-in web search and fetch, a browser, MCP servers the user installed); come here whe…

76B
n8n-code-tool czlonkowski/n8n-skills
Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool…

76B
eval-agents FlorianBruniaux/claude-code-ultimate-guide
Audit custom subagent definitions for Claude Code (.claude/agents/*.md) and Codex (.codex/agents/*.toml): loadability against the native schema, description overlap, model tier, t…

76B
recipe-template FlorianBruniaux/claude-code-ultimate-guide
Template for commands that implement a structured recipe: validate preconditions, then execute numbered steps. Fork this and replace the placeholder content. The 'Context Validati…

76B
expo-skill-eval expo/skills
Evaluate Expo skills in this repo end-to-end - trigger accuracy, generated code quality, and runtime screenshots on iOS simulator and Android emulator via Expo Go (web optional).…

76B
microsoft-foundry microsoft/skills
Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted a…

76B
hermes-agent-skill-authoring NousResearch/hermes-agent
Author in-repo SKILL.md files: frontmatter and structure.

75B
paperclip-distill paperclipai/paperclip
Use when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project standups, durable project pages…

75B
hermes-tweet wshobson/agents
Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations. Use this…

75B
parallel-debugging wshobson/agents
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple pote…

75B
scan wshobson/agents
Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or runni…

75B
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,…

75B
resolve-before-asking garrytan/gbrain
Gate on identity questions to the user. Before any "who is X?" (or role / relationship question) reaches the user, exhaust the brain's lookup chain: think → search + page read → m…

75B
add-ollama-provider nanocoai/nanoclaw
Route a NanoClaw agent group to a local Ollama model instead of the Anthropic API. Ollama speaks the Anthropic API natively (v1/messages), so no provider code changes are needed —…

75B
agent-workflow-designer alirezarezvani/claude-skills
Use when architecting a multi-step LLM or agent pipeline, choosing single vs multi-agent, or fixing context bloat and broken handoffs. Scaffolds the pattern, handoff contracts and…

75B
agent-reproduce-align QwenLM/qwen-code
Use after a Codex or Claude Code feature has been implemented in Qwen Code to run the selected reference agent and Qwen Code under the same scenario, capture HTTP and terminal tra…

75B
a-evolve aiming-lab/AutoResearchClaw
Apply A-Evolve's agentic evolution methodology to improve AI agent performance across runs. Use when the user wants to diagnose agent failures, generate targeted skills from error…

75B
codex XiaomiMiMo/MiMo-Code
Operate OpenAI Codex CLI in non-interactive headless environments. Load only when the user explicitly authorizes this skill or names Codex / codex. Before any command, confirm the…

75B
skill-authoring-workflow deanpeters/Product-Manager-Skills
Turn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards.

75B
cursor-subagent-creator tech-leads-club/agent-skills
Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's pattern…

75B
agent-wallet internet-court/internet-court-skill
Give the AI agent its own EVM wallet with admin-controlled policies the agent CANNOT bypass even under prompt injection. Encrypted keystore (AES-256-GCM, scrypt KDF), policy file…

75B
blueprint affaan-m/ECC
Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects: one-PR-sized steps with self-contained context briefs, depende…

74B
council-multi-model affaan-m/ECC
Add one optional external Codex critique after the existing council has produced a decision draft. Use when an ambiguous, high-consequence decision would benefit from a separate m…

74B
antigravity-cli NousResearch/hermes-agent
Operate the Antigravity CLI (agy): plugins, auth, sandbox.

74B
ccs-align thedotmack/claude-mem
Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in…

74B
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 s…

74B
mode-creator thedotmack/claude-mem
Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observation types, concept tags, optional Telegram alerts, bot setup, worker…

74B
company-creator paperclipai/paperclip
Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent team, hire agents, or turn a repo/skills collection into a c…

74B
prepare-mcp-integration paperclipai/paperclip
Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new i…

74B
wiki-ingest paperclipai/paperclip
Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity, concept, synthesis, index,…

74B
custom-connector anthropics/claude-plugins-official
Gets the plugin talking to a manufacturing system that has no vendor MCP, working down a seven-tier access ladder in order — vendor MCP, community MCP, a scoped API wrapper, a rea…

74B
hads wshobson/agents
Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing…

74B
acreadiness-generate-instructions github/awesome-copilot
Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional…

74B
agent-owasp-compliance github/awesome-copilot
Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security posture before productio…

74B
arize-prompt-optimization github/awesome-copilot
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-dri…

74B
webmcpify github/awesome-copilot
WebMCP agent skill for curated core coverage or route-by-route parity — inventory an existing web app, integrate approved tools, then inspect, verify and heal them in a real brows…

74B
planning-with-files davila7/claude-code-templates
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or…

74B
rote davila7/claude-code-templates
Compile a proven agent skill (a SKILL.md plus references) into a deterministic pipeline that runs without an LLM in the loop, then serve it back to Claude as an MCP tool. Use when…

74B
idea-ingest garrytan/gbrain
Ingest links, articles, tweets, and ideas into the brain. Fetch content, save to brain with analysis, credit the author (people page only when they pass the notability gate), and…

74B
schema-unify garrytan/gbrain
Migrate a brain from gbrain-base (or any pack) to gbrain-base-v2's 14-canonical-type taxonomy via gbrain onboard --check + the unify-types Minion handler. Collapses 94 noisy types…

74B
add-karpathy-llm-wiki nanocoai/nanoclaw
Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".

74B
add-tavily-tool nanocoai/nanoclaw
Add Tavily Search and Extract as keyless remote MCP tools for selected NanoClaw agent groups. Use when installing Tavily web search or URL extraction without an API key.

74B
context-engine alirezarezvani/claude-skills
Use when starting a C-suite advisor session, when company context is missing or older than 90 days, or before company data goes to an external service. Loads and enriches ~/.claud…

74B
hivemind alirezarezvani/claude-skills
Use when delegating grunt work to free opencode workers instead of spending Claude tokens: one worker or a scout, coder and tester swarm in worktrees. Triggers on 'spawn a worker'…

74B
senior-prompt-engineer alirezarezvani/claude-skills
Improve prompts and measure LLM quality: fix inconsistent prompts, build eval sets, score RAG retrieval, check agent tool configs. Use whenever the user's prompt, chatbot or RAG a…

74B
crush-hooks charmbracelet/crush
Use when the user wants to add, write, debug, or configure a Crush hook — gating or blocking tool calls, approving or rewriting tool input before execution, injecting context into…

74B
chatgpt-apps openai/skills
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wi…

74B
claude-skills 2025Emma/vibe-coding-cn
Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, ac…

74B
neat-freak KKKKhazix/khazix-skills
Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually…

74B
tool-design muratcankoylan/Agent-Skills-for-Context-Engineering
This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions agents can route on, designing tool schemas and response formats,…

74B
find-skills google/adk-recipes
Discover/install NEW agent skills from external sources (skills.sh). Use for capabilities you lack, e.g. "find a skill for X". Do NOT use to list skills you already have; see `<av…

74B
skills-qa anthropics/claude-for-legal
Evaluate a skill against the Legal Skill Design Framework — thirteen design parameters (including trust-surface, freshness, schema validation, and conflict detection), three legal…

74B
orienting-to-an-inherited-seat mvschwarz/openrig
Use when you have just been primed into an EXISTING seat through a planned handover — a different agent retired and handed you the seat plus its earned context — and you need a wo…

74B
session-source-fork mvschwarz/openrig
Use when authoring a rig spec member or `rig expand` payload that needs to start a new managed seat from a prior runtime conversation source — `session_source: { mode: fork, ref:…

74B
internet-court internet-court/internet-court-skill
Entry point for Internet Court — the trust layer for agent-to-agent commerce. Use whenever an agent needs to transact with another agent or a paid service, or a user mentions agen…

74B
git-ai-archaeology FlorianBruniaux/claude-code-ultimate-guide
Git-history archaeology of a repository's AI coding harness (Copilot, Claude Code, Codex, Cursor, MCP, skills, agents, hooks). Use to date when each AI config appeared, trace how…

74B
copilot-sdk microsoft/skills
Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers…

74B
skill-creator microsoft/skills
Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.

74B
skill-writer getsentry/skills
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to "create a skill", "write a skill", "synthesize sources into a…

74B
mastra mastra-ai/skills
Comprehensive Mastra framework guide for building agents, workflows, tools, memory, workspaces, and storage with current APIs. Use for native capability discovery, logging, tracin…

74B
actual-setup NousResearch/hermes-agent
Set up Actual Computer (actual.inc) inference in Hermes.

73B
opencode NousResearch/hermes-agent
Delegate coding to OpenCode CLI (features, PR review).

73B
timeline-report thedotmack/claude-mem
Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project his…

73B
lcx-contribute-bug-fix code-yeongyu/oh-my-openagent
Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. LazyCodex-owned defects get a fork PR against code-yeongyu/…

73B
dotnet-mcp-builder github/awesome-copilot
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets wrong without guidance — stale v…

73B
vardoger-analyze github/awesome-copilot
Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversation history. Reads the lo…

73B
build-connector anthropics/knowledge-work-plugins
Gets Claude talking to a tool nobody built an official connector for. Works out what the system is, checks the Claude connector directory for an existing connector first, and when…

73B
manifest davila7/claude-code-templates
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues…

73B
skill-development davila7/claude-code-templates
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run…

73B
multiagent-memory-setup topoteretes/cognee
Import the user's own Claude Code and/or Codex session history (the prompts they typed and the agents' answers) into one cognee dataset, then answer questions over it, across ever…

73B
cold-start garrytan/gbrain
Day-one data bootstrapping for a new brain. Sequences the highest-leverage data sources to go from empty brain to useful brain in one session. Uses ClawVisor for safe credential h…

73B
learn nanocoai/nanoclaw
Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings. Use when the user says '…

73B
migrate-memory nanocoai/nanoclaw
Migrate legacy NanoClaw and Claude-native memory into the shared memory tree and provider-neutral standing instructions. Run after an update reports the shared-memory breaking cha…

73B
commit-context rohitg00/agentmemory
Trace a file, function, or line back to the agent session that produced its current commit. Use when the user asks "why is this code here", "what was the agent doing when this cha…

73B
commit-history rohitg00/agentmemory
List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked co…

73B
agent-launcher-orchestrator alirezarezvani/claude-skills
Use when someone wants to build, launch, grade or schedule a Claude Managed Agent in their own Anthropic account ('build me an agent', 'run this nightly'). Reads the session goal,…

73B
interview alirezarezvani/claude-skills
Use when someone has an agent idea to scope before launch ('help me scope an agent'). Interviews them about the one job and writes a build sheet with build_sheet_builder.py, check…

73B
write-a-skill yikart/AiToEarn
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

73B
skill-inspector NVIDIA/SkillSpector
Review AI agent skills before installation using NVIDIA SkillSpector and source-aware semantic review. Use when asked whether a skill or downloaded skill folder is safe, trustwort…

73B
coding-agent spinabot/brigade
Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3)…

73B
skill-creator spinabot/brigade
Create, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md…

73B
scaffold-python-recipe google/adk-recipes
This skill should be used when the user wants to "create a new Python ADK recipe", "scaffold a new Python recipe", "generate a new Python recipe in contrib", "add a new Python rec…

73B
slicing-code-context trailofbits/skills
Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. Use when offloading function-, class…

73B
write-provider-skill superdesigndev/treg
Build a treg provider skill — the endpoint map + mistake map that lets an agent do real work on a platform API through treg's proxy. Use when adding a skill for a connected provid…

73B
openbot-export nightly-labs/openbot
Export the user's Grok Bot agents into one .zip file that OpenBot imports, with instructions, avatars, skills, routines, memories, group chats, and optional workspace files. Use w…

73B
n8n-mcp-tools-expert czlonkowski/n8n-skills
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, organizing workflows into f…

73B
eval-rules FlorianBruniaux/claude-code-ultimate-guide
Audit Claude Code instruction rules in .claude/rules/ and ~/.claude/rules/: frontmatter, paths glob validity against real files, symlink load status, and day-to-day usefulness, th…

73B
skill-creator FlorianBruniaux/claude-code-ultimate-guide
Scaffold a new Claude Code skill with SKILL.md, frontmatter, and bundled resources. Use when creating a custom skill, standardizing skill structure across a team, or packaging a s…

73B
gateguard affaan-m/ECC
PreToolUse fact-forcing gate that denies the first Edit/Write/Bash (including MultiEdit and NotebookEdit) attempt until the agent presents concrete facts (importers, data schemas,…

72B

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.