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Context & AI engineering

26,411 rows, by stacks then stars

2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • Configure

    SponsioLabs/Sponsio/plugins/sponsio-openclaw/skills/configure Skill

    467★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Hook Development

    tzachbon/smart-ralph/.agents/skills/Hook Development Skill

    432★ repo

    Spec-driven development with smart compaction. Claude Code plugin combining Ralph Wiggum loop with structured specification workflow.

  • Agent mail

    boshu2/agentops/images/gemini/skills/agent-mail Skill

    414★ repo

    The operating loop a coding agent follows — and skills to orchestrate multi-agent systems.

  • Claude md updater

    jamditis/claude-skills-journalism/dev-toolkit/skills/claude-md-updater Skill

    360★ repo

    Claude Code skills for journalism, media, and academia - verification, FOIA, data journalism, academic writing, and more

  • Pydanticai docs

    DougTrajano/pydantic-ai-skills/examples/skills/pydanticai-docs Skill

    357★ repo

    This package implements Agent Skills (https://agentskills.io) support with progressive disclosure for Pydantic AI. Supports filesystem and programmatic skills.

  • Atlassian

    sanjay3290/ai-skills/skills/atlassian Skill

    356★ repo

    24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps, and Google Workspace

  • Aws mcp setup

    zxkane/aws-skills/plugins/aws-common/skills/aws-mcp-setup Skill

    338★ repo

    Claude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost ops, and Bedrock AgentCore

  • Prompt engineering

    giuseppe-trisciuoglio/developer-kit/plugins/developer-kit-ai/skills/prompt-engineering Skill

    311★ repo

    Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.

  • GraphOS MCP Tools

    apollographql/apollo-mcp-server/io.github.apollographql/graphos-mcp-tools MCP server

    301★ repo

    Search Apollo docs, specs, and best practices

  • Openaccountants mcp

    openaccountants/openaccountants/io.github.openaccountants/openaccountants-mcp MCP server

    286★ repo

    Open-source tax skills for AI across 134 countries.

  • Mcp afip

    codespar/mcp-dev-latam/io.github.codespar/mcp-afip MCP server

    265★ repo

    AFIP — Argentine tax authority, electronic invoicing (Factura Electrónica)

  • Agentsmd optimize

    majiayu000/spellbook/skills/agentsmd-optimize Skill

    239★ repo

    Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.

  • Agent army

    OneWave-AI/claude-skills/agent-army Skill

    229★ repo

    172 production-ready Claude Code skills for sales, marketing, design, engineering, and AI agent architecture. Built and maintained by OneWave AI.

  • ServiceNow MCP Server

    aartiq/servicenow-mcp/io.github.habenani/servicenow-mcp MCP server

    no license229★ repo

    400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

  • Claude skill

    feiskyer/codex-settings/skills/claude-skill Skill

    223★ repo

    Curated skills, profiles, and config templates that supercharge Codex CLI — multi-model, deep research, image gen & browser automation.

  • Qdrant clients sdk

    qdrant/skills/skills/qdrant-clients-sdk Skill

    209★ repo

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

  • Korea stock mcp

    jjlabsio/korea-stock-mcp/io.github.jjlabsio/korea-stock-mcp MCP server

    170★ repo

    MCP server for korea stock

  • Onboard dev

    wednesday-solutions/ai-agent-skills/skills/agents/onboard-dev Skill

    165★ repo

    Pre-configured agent skills for Vibe Coded projects. These skills provide AI coding assistants (Claude Code, Cursor, etc.) with specific guidelines for code quality and design standards.

  • Agent skill author

    matlab/agent-skills-playground/demos/engineering-an-agent-skill/skills/agent-skill-author Skill

    no license162★ repo

    A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work.

  • Frappe agent debugger

    Impertio-Studio/Frappe_Claude_Skill_Package/skills/source/agents/frappe-agent-debugger Skill

    no license153★ repo

    60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations

  • Agent routing

    oaustegard/claude-skills/agent-routing Skill

    137★ repo

    My collection of Claude skills

  • Collaborating with claude

    appautomaton/agent-designer/skills/collaborating-with-claude Skill

    no license131★ repo

    Portable SKILLs workspace for Claude Code, Codex, and Gemini — issue-driven workflows and cross-agent collaboration via bridge scripts with session continuity.

  • Humanizer

    DaleSeo/korean-skills/skills/humanizer Skill

    129★ repo

    🇰🇷 Korean language skills for AI agents

  • Augments mcp server

    augmnt/augments-mcp-server/io.github.augmnt/augments-mcp-server MCP server

    125★ repo

    Augments MCP Server - A comprehensive framework documentation provider for Claude Code

  • Agentic engineering

    Mark393295827/third-brain-v7-skills/skills/agentic-engineering Skill

    124★ repo

    agent wiki +engineering skills

  • Cesium mcp dev

    gaopengbin/cesium-mcp/io.github.gaopengbin/cesium-mcp-dev MCP server

    122★ repo

    CesiumJS API docs, code generation and development tools for IDE AI assistants.

  • Agent taskboard manifest

    jinzhezenggroup/computational-chemistry-agent-skills/agent-workflow/agent-taskboard-manifest Skill

    116★ repo

    Agent skills to run computational-chemistry tasks, used in OpenClaw

  • Rival search mcp

    damionrashford/RivalSearchMCP/skills/rival-search-mcp Skill

    115★ repo

    Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

  • Agent tool builder

    simbajigege/book2skills/skills/agent-tool-builder Skill

    115★ repo

    Create best skills based on best books

  • Agents consilium

    CodeAlive-AI/ai-driven-development/skills/agents-consilium Skill

    109★ repo

    Practices, protocols, and skills for AI-driven software development. Skills and safety hooks for Claude Code, Codex, OpenCode, Cursor, Antigravity, and any agent supporting the Agent Skills standard.

  • Perforce P4 MCP Server

    perforce/p4mcp-server/io.github.perforce/p4mcp-server MCP server

    109★ repo

    Perforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.

  • Oxylabs mcp

    oxylabs/oxylabs-mcp/io.oxylabs/oxylabs-mcp MCP server

    101★ repo

    Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.

  • Neo4j aura agent skill

    neo4j-contrib/neo4j-skills/neo4j-aura-agent-skill Skill

    98★ repo

    Neo4j Skills for Coding and other Agents including Cypher

  • Scrapegraph mcp

    ScrapeGraphAI/scrapegraph-mcp/io.github.ScrapeGraphAI/scrapegraph-mcp MCP server

    90★ repo

    AI-powered web scraping and data extraction capabilities through ScrapeGraph API

  • Deeprefine skill

    HKUST-KnowComp/DeepRefine-Skill/deeprefine_skill Skill

    88★ repo

    An agent skill to evolve the quality of LLM-Wiki (Graphify) at test time.

  • Claude 5 best practice

    wquguru/skills/skills/claude-5-best-practice Skill

    no license85★ repo

    Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install via npx skills add.

  • Atlassian dc mcp confluence

    b1ff/atlassian-dc-mcp/io.github.b1ff/atlassian-dc-mcp-confluence MCP server

    85★ repo

    MCP server for Atlassian Confluence Data Center - access and manage content

  • Agent introspection debugging

    JasonxzWen/harness-hub/skills/agent-introspection-debugging Skill

    no license84★ repo

    Repository-first deterministic migration and atomic Skill source for Claude Code and Codex.

  • AniList

    yuna0x0/anilist-mcp/io.github.yuna0x0/anilist-mcp MCP server

    84★ repo

    AniList MCP server for accessing AniList API data

  • Context engineering

    aAAaqwq/AGI-Super-Team/plugins/agi-super-team-codex/skills/context-engineering Skill

    83★ repo

    14 AI executives powered by legendary minds (Musk/Buffett/Simons/Feynman) — deploy your virtual C-Suite in one git clone.

  • Agent sort

    mturac/everything-openai-codex/skills/agent-sort Skill

    82★ repo

    EOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.

  • Agent check

    claude-world/director-mode-lite/skills/agent-check Skill

    78★ repo

    Use Claude Code like a Director, not a Programmer. MIT toolkit with Auto-Loop, guided setup, 27 commands, 14 agents, and 32 skills.

  • Dynamodb

    pulsemcp/mcp-servers/com.pulsemcp/dynamodb MCP server

    76★ repo

    MCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.

  • Meta harness

    001TMF/harness-forge/skills/meta-harness Skill

    75★ repo

    Turn Claude Code into its own Meta-Harness — a skill that evolves the scaffolding around a fixed model (memory, retrieval, context, prompts) via a native propose→score→Pareto loop. Native reimplementation of Meta-Harness (Lee et al. 2026).

  • Handoff ds

    dazuiba/handoff/cli/skills/handoff-ds Skill

    no license74★ repo

    Delegate tasks to DeepSeek right inside your Claude Code / Codex sessions.

  • Agent style

    tranhieutt/software_development_department/.claude/skills/agent-style Skill

    70★ repo

    Software Development Department

  • Kesslerio attio mcp server beta

    kesslerio/attio-mcp-server/ai.smithery/kesslerio-attio-mcp-server-beta MCP server

    no license69★ repo

    Streamline your Attio workflows using natural language to search, create, update, and organize com…

  • Find ai directories

    nostrband/ServiceGraph/skills/find-ai-directories Skill

    68★ repo

    AI Agent skills to access structured datasets for startup founders

  • Benchmark analyst

    growthack88/growth-marketing-os/skills/benchmark-analyst Skill

    66★ repo

    Growth Marketing OS | Mahmoud Omar — open-source AI marketing prompts, Claude skills, agents & growth playbooks (EN + AR)

  • Setup bayarcash

    afu-it/malaysia-payment-gateway/setup-bayarcash Skill

    no license66★ repo

    Agent skills for implementing Malaysia payment gateway integrations.

  • Openskills dev orchestrator

    Geeksfino/openskills/.cursor/skills/openskills-dev-orchestrator Skill

    64★ repo

    Rust runtime with TS/Python bindings for Claude Skills with progressive disclosure of skill metadata, full content and scripts/resources. Any agent can now own skills. Currently support Seatbelt and experimentally, WASM, sandboxing

  • Agent wiki

    Dianel555/DSkills/skills/agent-wiki Skill

    64★ repo

    CLI tools skills for AI coding assistants (Claude Code, Codex, Gemini CLI).

  • Amazon ads mcp

    KuudoAI/amazon_ads_mcp/io.github.tspicer/amazon_ads_mcp MCP server

    64★ repo

    Amazon Ads API MCP server for Amazon Advertising API

  • Genesis

    danielmeppiel/genesis/skills/genesis Skill

    60★ repo

    Markdown that steers an LLM is code. Genesis is the architectural layer for designing multi-agent, multi-skill systems -- with named patterns, contracts, and substrate portability, before you write them.

  • Zephyr agent skills

    beriberikix/zephyr-agent-skills Skill

    59★

    A complete catalog of Agent Skills (agentskills.io) for Zephyr RTOS development.

  • Claude compaction restore

    mvschwarz/openrig/packages/daemon/assets/plugins/openrig-core/skills/claude-compaction-restore Skill

    59★ repo

    Multi-agent harness that runs Claude Code and Codex together as one system

  • Skill creator

    b33eep/claude-code-setup/skills/skill-creator Skill

    57★ repo

    Persistent memory system for Claude Code via Markdown. Setup with /init-project, resume with /catchup, wrap with /wrapup. Includes coding standards, MCP servers, and modular skills. Solves context loss after /clear.

  • Kafka consumer lag

    lensesio/agentic-engineering-for-apache-kafka/skills/kafka-consumer-lag Skill

    55★ repo

    AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

  • Agent architecture planner

    Othmane-Khadri/gtm-engineer-playbook/.claude/skills/gtm-playbook/agent-architecture-planner Skill

    52★ repo

    10 installable Claude Code skills that turn your terminal into a GTM command center. ICP building, signal scanning, lead scoring, outreach sequences, battlecards. Built by Earleads.

  • BoardGameGeek MCP Server

    kkjdaniel/bgg-mcp/io.github.kkjdaniel/bgg-mcp MCP server

    52★ repo

    BoardGameGeek MCP server providing access to BGG API data through standardized tools