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Context & AI engineering

26,398 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

  • Agentic workflow

    vibeeval/vibecosystem/skills/agentic-workflow Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Agentica claude proxy

    vibeeval/vibecosystem/skills/agentica-claude-proxy Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Background agent pings

    vibeeval/vibecosystem/skills/background-agent-pings Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Braintrust tracing

    vibeeval/vibecosystem/skills/braintrust-tracing Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Codex orchestration

    vibeeval/vibecosystem/skills/codex-orchestration Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Create handoff

    vibeeval/vibecosystem/skills/create-handoff Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Eval harness

    vibeeval/vibecosystem/skills/eval-harness Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Experiment loop

    vibeeval/vibecosystem/skills/experiment-loop Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Github mcp

    vibeeval/vibecosystem/skills/github-mcp Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Handoff templates

    vibeeval/vibecosystem/skills/handoff-templates Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Hook developer

    vibeeval/vibecosystem/skills/hook-developer Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Learn

    vibeeval/vibecosystem/skills/learn Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Llm tuning patterns

    vibeeval/vibecosystem/skills/llm-tuning-patterns Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Mcp chaining

    vibeeval/vibecosystem/skills/mcp-chaining Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Mcp registry

    vibeeval/vibecosystem/skills/mcp-registry Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Mcp scripts

    vibeeval/vibecosystem/skills/mcp-scripts Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Memory palace

    vibeeval/vibecosystem/skills/memory-palace Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Parallel agent contracts

    vibeeval/vibecosystem/skills/parallel-agent-contracts Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Parallel agents

    vibeeval/vibecosystem/skills/parallel-agents Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Plan agent

    vibeeval/vibecosystem/skills/plan-agent Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Prompt engineering

    vibeeval/vibecosystem/skills/prompt-engineering Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Rag patterns

    vibeeval/vibecosystem/skills/rag-patterns Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Research agent

    vibeeval/vibecosystem/skills/research-agent Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Resume handoff

    vibeeval/vibecosystem/skills/resume-handoff Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Swarm optimization patterns

    vibeeval/vibecosystem/skills/swarm-optimization-patterns Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Swarm

    vibeeval/vibecosystem/skills/swarm Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Tdd migration pipeline

    vibeeval/vibecosystem/skills/tdd-migration-pipeline Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Validate agent

    vibeeval/vibecosystem/skills/validate-agent Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Vector db patterns

    vibeeval/vibecosystem/skills/vector-db-patterns Skill

    520★ repo

    AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution.

  • Optim agent

    Optim-Agent/optim-agent/plugins/optim-agent/skills/optim-agent Skill

    513★ repo

    LLM agents as your hyperparameter optimizer.

  • 03 performance eval global

    minhnv0807/ai-business-skills/skills/en/03-performance-eval-global Skill

    509★ repo

    63 bilingual AI marketing skills (31 VN + 31 Global) for Claude Code, OpenCode, Codex, VS Code. Marketing strategy, content production, performance analytics, personal brand, AI avatar, dropshipping mastery, design master (8 design types). 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Anthropic-pattern aligned. Companion: opa-kit.

  • 30 design master global

    minhnv0807/ai-business-skills/skills/en/30-design-master-global Skill

    509★ repo

    63 bilingual AI marketing skills (31 VN + 31 Global) for Claude Code, OpenCode, Codex, VS Code. Marketing strategy, content production, performance analytics, personal brand, AI avatar, dropshipping mastery, design master (8 design types). 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Anthropic-pattern aligned. Companion: opa-kit.

  • Geo pipeline

    ViryaZheng/recomby-geo/plugins/recomby-geo/skills/geo-pipeline Skill

    507★ repo

    GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

  • Seo geo optimizer

    ViryaZheng/recomby-geo/plugins/recomby-geo/skills/seo-geo-optimizer Skill

    507★ repo

    GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

  • Embedding optimization

    ancoleman/ai-design-components/skills/embedding-optimization Skill

    503★ repo

    Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

  • Prompt engineering

    ancoleman/ai-design-components/skills/prompt-engineering Skill

    503★ repo

    Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

  • Using vector databases

    ancoleman/ai-design-components/skills/using-vector-databases Skill

    503★ repo

    Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

  • Utility pm skill builder

    product-on-purpose/pm-skills/skills/utility-pm-skill-builder Skill

    502★ repo

    68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond phase + 11 foundation + 12 utility + 15 tool (Foundation Sprint + Design Sprint). Plus 6 sub-agents, workflows, 200+ output samples, guides, and CI-enforced contracts. Apache 2.0.

  • Utility pm workflow orchestrator

    product-on-purpose/pm-skills/skills/utility-pm-workflow-orchestrator Skill

    502★ repo

    68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond phase + 11 foundation + 12 utility + 15 tool (Foundation Sprint + Design Sprint). Plus 6 sub-agents, workflows, 200+ output samples, guides, and CI-enforced contracts. Apache 2.0.

  • Product self knowledge

    xuzhougeng/wisp-science/skills/product-self-knowledge Skill

    494★ repo

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

  • Skill creator

    xuzhougeng/wisp-science/skills/skill-creator Skill

    494★ repo

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

  • Aws wechat article writing

    aiworkskills/wechat-article-skills/skills/aws-wechat-article-writing Skill

    493★ repo

    微信公众号 AI 运营助手 | 选题、写稿、审稿、排版、配图、发布全流程 Skill，支持 OpenClaw / Claude Code / Cursor / Codex

  • Agf wiring apple llm

    pcliangx/AppGenesisForge/.claude/skills/agf-wiring-apple-llm Skill

    480★ repo

    AI Agent Team scaffold for Claude Code — 19 roles collaborate through stage gates, enforced by mandatory skills + blocking hooks + DoD checklists. Spec-driven change folders, SIT-audited code reviews, 4-layer hook defense, multi-LLM (DeepSeek/Doubao/Qwen/MiniMax). Tracks: Web · WeChat Mini Program · Apple native (macOS/iOS). 中文/EN README.

  • Agf wiring multi llm sdk

    pcliangx/AppGenesisForge/.claude/skills/agf-wiring-multi-llm-sdk Skill

    480★ repo

    AI Agent Team scaffold for Claude Code — 19 roles collaborate through stage gates, enforced by mandatory skills + blocking hooks + DoD checklists. Spec-driven change folders, SIT-audited code reviews, 4-layer hook defense, multi-LLM (DeepSeek/Doubao/Qwen/MiniMax). Tracks: Web · WeChat Mini Program · Apple native (macOS/iOS). 中文/EN README.

  • Light memory pm

    Light0305/Light-skills/skills/light-memory-pm Skill

    477★ repo

    An AI workflow skill pack for research, competitions, and innovation projects.

  • Light orchestrator

    Light0305/Light-skills/skills/light-orchestrator Skill

    477★ repo

    An AI workflow skill pack for research, competitions, and innovation projects.

  • Light venue matching

    Light0305/Light-skills/skills/light-venue-matching Skill

    477★ repo

    An AI workflow skill pack for research, competitions, and innovation projects.

  • Iterating with ai and mcp

    skydoves/compose-performance-skills/hot-reload/iterating-with-ai-and-mcp Skill

    469★ repo

    ⚡️ A curated library of Agent Skills focused on Jetpack Compose performance.

  • Sponsio

    SponsioLabs/Sponsio/sponsio/skills/sponsio Skill

    467★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Skills

    SponsioLabs/Sponsio/ts/packages/sdk/skills Skill

    467★ repo

    Deterministic safety solutions for probabilistic AI agents

  • Assistant orchestrator

    ZhixiangLuo/10xProductivity/.cursor/skills/assistant-orchestrator Skill

    464★ repo

    Personal AI assistant for work inside corporate constraints, built on coding agents and the tools, sessions, and permissions you already have.

  • Mcp builder

    malob/nix-config/configs/claude/skills/mcp-builder Skill

    459★ repo

    My Nix system configs!

  • Better icons

    mxyhi/ok-skills/better-icons Skill

    456★ repo

    Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.

  • Gpt taste

    mxyhi/ok-skills/gpt-taste Skill

    456★ repo

    Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.

  • Product decision agent

    mxyhi/ok-skills/product-decision-agent Skill

    456★ repo

    Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.

  • Skill debrief

    computerlovetech/agr/skills/skill-debrief Skill

    450★ repo

    A package manager for AI agents. Install agent skills from GitHub with a single command.

  • Linkedin hook extractor

    sergebulaev/linkedin-skills/.codex-marketplace/linkedin-skills/skills/linkedin-hook-extractor Skill

    439★ repo

    Claude Code and Codex skills for LinkedIn growth: write human-sounding posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Plug-and-play skills for content creators, founders, and marketers.

  • Linkedin hook extractor

    sergebulaev/linkedin-skills/skills/linkedin-hook-extractor Skill

    439★ repo

    Claude Code and Codex skills for LinkedIn growth: write human-sounding posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Plug-and-play skills for content creators, founders, and marketers.

  • Mcp case overrides

    alibaba/skill-up/e2e/testdata/mcp-case-overrides Skill

    434★ repo

    An evaluation and evolution tool for Agent Skills.

  • Mcp mocked marker

    alibaba/skill-up/e2e/testdata/mcp-mocked-marker Skill

    434★ repo

    An evaluation and evolution tool for Agent Skills.