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Building AI agents
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| # | 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 |