Topic · AI & LLM Engineering
Best Building AI agents skills for Claude Code, Codex and other agents.
- skills
- 525
- official
- 127
Building AI agents skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code. | shareAI-lab/ | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | 9 days ago |
| 2 | Adds persistent memory to AI apps with the Mem0 Python and TypeScript SDKs: store, search, update and delete user memories, with framework integrations. | mem0ai/ | 67k | 1 repo | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Answer questions about the AI SDK and help build AI-powered features. | vercel-labs/ | 168 | 21 repos | ~1.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 4 | Patterns and tested examples for building agents with Pydantic AI: tools, capabilities, structured output, dependency injection, hooks, YAML specs, streaming and testing. | docling-project/ | 68k | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 5 | Self-evolution engine for agents: studies runtime history for failures and inefficiencies, writes improvements, and syncs with the EvoMap Hub through a local proxy mailbox. | EvoMap/ | 9.1k | 1 repo | ~2.2k | Automated safety check: Pass | GPL-3.0 | 7 days ago |
| 6 | Reference for building AI agents with the Cline SDK: the Agent runtime, ClineCore sessions, custom tools, plugins, events, providers, scheduling and multi-agent teams. | cline/ | 70k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Create agent skills for Microsoft technologies using official documentation. | MicrosoftDocs/ | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | 8 days ago |
| 8 | Teaches the Swarms Python framework: the Agent class, tools, loops, memory and multi-agent structures such as sequential, concurrent and graph workflows. | kyegomez/ | 7.2k | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Adds optional capabilities to Pydantic AI agents from pydantic-ai-harness, led by Code Mode, which runs many tool calls as one sandboxed Python script. | pydantic/ | 20k | — | ~4.9k | Automated safety check: Pass | MIT | today |
| 10 | Debugs LangChain and LangGraph agents by pulling recent execution traces with the langsmith-fetch CLI and reporting errors, tool calls, timings and token use. | ComposioHQ/ | 77k | 9 repos | ~2.7k | Automated safety check: Pass | No licence | 19 days ago |
| 11 | Smoke test the Agent Builder feature branch end-to-end against a hermetic project scaffolded by the skill (linked to the current worktree). | mastra-ai/ | 29k | — | ~11k | Automated safety check: Notes | Unknown | today |
| 12 | 12.Create Agent Create a new Hindsight-powered subagent with long-term memory. | vectorize-io/ | 46k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 13 | Patterns for building LLM agents on Trigger.dev tasks: prompt chaining, routing, parallel workers, orchestrator-workers, evaluator loops and human approval gates. | papermark/ | 9.2k | — | ~2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 14 | Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use. | google/ | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Answers questions about Mobilerun, the LLM-agent framework for automating Android and iOS devices, by pointing the agent to the right page of its v5 documentation. | droidrun/ | 9.6k | — | ~943 | Automated safety check: Pass | MIT | 2 days ago |
| 16 | Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid. | 2FastLabs/ | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes. | microsoft/ | 3.1k | 6 repos | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 18 | Add a new self-contained example agent under examples/. An agent skill from GetBindu/Bindu. | GetBindu/ | 10k | — | ~1.1k | Automated safety check: Notes | Unknown | 1 mo ago |
| 19 | Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs. | FailproofAI/ | 5.3k | — | ~6k | Automated safety check: Pass | Unknown | 2 days ago |
| 20 | Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions. | TencentEdgeOne/ | 1.9k | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 14 days ago |
| 21 | Base skill for the difyctl CLI: discover a Dify server's operations through help output and run them as commands, always with JSON output. | langgenius/ | 158k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 22 | 22.Synalinks A skill your agent uses for anything involving the Synalinks neuro-symbolic LM framework (Keras-inspired): DataModel/Field/Input, JSON operators (+ & | ^ ~), synalinks.ops… | SynaLinks/ | 907 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 23 | Guides building on-device multi-agent apps in Swift with the AgentSquad framework: which agent, orchestrator, classifier, storage or voice type fits each situation. | 2FastLabs/ | 7.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured output, streaming, testing, and multi-agent patterns. | pydantic/ | 20k | — | ~8k | Automated safety check: Pass | MIT | today |
| 25 | Create new agents in Paperclip with governance-aware hiring. | paperclipai/ | 98k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | today |
| 26 | Guides building LobeHub builtin agent tools, from the manifest and execution runtime to executors, chat UI renders and registry wiring. | lobehub/ | 83k | — | ~2.4k | Automated safety check: Pass | Unknown | today |
| 27 | 27.Evaluation This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and… | guanyang/ | 973 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 28 | Polymarket integration for prediction market trading on Polygon. | Polymarket/ | 191 | 2 repos | ~2k | Automated safety check: Pass | No licence | 7 mo ago |
| 29 | Guide to building Node.js and TypeScript apps on the agent-squad package: orchestrator, agent types, classifier routing, storage, retrievers and MCP tools. | 2FastLabs/ | 7.8k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | Guides Stripe integration decisions — API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, Treasury financial… | kanchengw/ | 175 | 3 repos | ~925 | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 31 | Scans Python agent code for framework imports and recommends the matching Omnigent executor type, or says when the framework is not natively supported yet. | omnigent-ai/ | 11k | — | ~610 | Automated safety check: Pass | Apache-2.0 | today |
| 32 | This skill guides building AI agent endpoints on EdgeOne Makers — five framework routes (DeepAgents, LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK), platform-injected context.store /… | TencentEdgeOne/ | 1.9k | 1 repo | ~5.6k | Automated safety check: Notes | MIT | 14 days ago |
| 33 | Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems. | maslennikov-ig/ | 259 | 4 repos | ~1.4k | Automated safety check: Pass | Unknown | 7 mo ago |
| 34 | Create, inspect, and safely update project-scoped ReachAI Agents; edit and publish Supervisor config drafts; discover published bindable Skills; and attach or detach exact Skill versions through the… | w8123/ | 830 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 35 | Deposit and bridge funds into a wallet or protocol using Swapper Finance. | swapperfinance/ | 852 | — | ~1.8k | Automated safety check: Pass | MIT | 6 mo ago |
| 36 | Writes and validates a complete FlowCraft agent deployment: deploy.yaml, runtime settings, resource sub-documents and graph JSON, checked against a structural validator. | GizClaw/ | 416 | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 37 | Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. | w8123/ | 830 | — | ~3.7k | Automated safety check: Pass | MIT | 3 days ago |
| 38 | A Chinese-language guide and reference for building agents with LangGraph 1.0, from a first ReAct agent through middleware, memory, MCP, RAG and web search. | luochang212/ | 457 | — | ~837 | Automated safety check: Notes | Unknown | 26 days ago |
| 39 | Upgrades a pinned agent SDK in the agor project, such as the Claude, Codex or Gemini CLI one, and plans the release that carries it to packaged installs. | preset-io/ | 1.4k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 40 | Guide for upgrading Stripe API versions and SDKs. An agent skill from kanchengw/cnllm. | kanchengw/ | 175 | 4 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 41 | 41.Create Agent Create a new custom agent from scratch. An agent skill from gnekt/My-Brain-Is-Full-Crew. | gnekt/ | 3.9k | — | ~3.1k | Automated safety check: Pass | Unknown | 3 mo ago |
| 42 | Comprehensive guide for building Agentic RAG systems using Microsoft Agent Framework in C. | shuyu-labs/ | 278 | — | ~1.1k | Automated safety check: Pass | Unknown | 3 mo ago |
| 43 | Generate or convert Claude Code prompt files — command orchestrators, skill files, agent role definitions, or style conversion of existing files. | catlog22/ | 2.1k | 1 repo | ~4.7k | Automated safety check: Notes | MIT | 3 mo ago |
| 44 | 44.CLI To JS A skill your agent uses when wrapping CLI binaries in JavaScript, automating shell workflows in TypeScript, composing multiple CLIs into scripts, or building agent tool-use. | millionco/ | 410 | — | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 45 | 45.Topology Explain the IM+Agent framework: create+send as minimal primitives, IM system vs agent loop separation, message vs llmHistory, and the recursive property. | chmod777john/ | 1.5k | — | ~447 | Automated safety check: Pass | No licence | 7 mo ago |
| 46 | Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. | microsoft/ | 1k | — | ~3.2k | Automated safety check: Pass | Unknown | today |
| 47 | Helps design and build AI agents for any domain around a minimal loop of capabilities, knowledge and context, adding planning or subagents only when needed. | shareAI-lab/ | 314 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 48 | This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent… | pifferologo/ | 129 | 1 repo | ~768 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
Questions, answered from the data.
What is the best Building AI agents skill?
Agent Builder from shareAI-lab/learn-claude-code ranks first of the 525 Building AI agents skills listed here, with the highest score: its repository has 78k GitHub stars, 6 other GitHub owners carry a copy, its SKILL.md loads about 1.2k tokens and it passes the automated safety check with no findings. Next come Mem0 Platform SDK and AI SDK.
Which Building AI agents skills are official?
127 of the 525 Building AI agents skills are official, published by the vendor's own GitHub organization: AI SDK, Microsoft Skill Creator, Pydantic AI Harness, Adk Sample Creator, Azure AI Projects Python SDK and 122 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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- Prompt engineering350
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- Structured output and tool calling271
- LLM cost and token optimization256
- LLM API integration218
- LLM observability217
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- LLM guardrails208
- Computer vision206
- Model hubs and datasets180
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- Reinforcement learning67
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