Topic · AI & LLM Engineering

Best Building AI agents skills for Claude Code, Codex and other agents.

Skills that build AI agents and agent applications with SDKs and orchestration frameworks.
skills
525
official
127

Building AI agents skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Building AI agents skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.

shareAI-lab/learn-claude-code78k6 repos~1.2kAutomated safety check: PassMIT9 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/mem067k1 repo~1.9kAutomated safety check: PassApache-2.0yesterday
3
3.AI SDKOfficial

Answer questions about the AI SDK and help build AI-powered features.

vercel-labs/ai-facts16821 repos~1.2kAutomated safety check: PassNo licence5 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/docling68k—~2.8kAutomated safety check: PassMITyesterday
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/evolver9.1k1 repo~2.2kAutomated safety check: PassGPL-3.07 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/cline70k—~2.2kAutomated safety check: PassApache-2.0today
7

Create agent skills for Microsoft technologies using official documentation.

MicrosoftDocs/mcp1.9k3 repos~2.1kAutomated safety check: PassCC-BY-4.08 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/swarms7.2k—~5.5kAutomated safety check: PassApache-2.0yesterday
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/pydantic-ai20k—~4.9kAutomated safety check: PassMITtoday
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/awesome-claude-skills77k9 repos~2.7kAutomated safety check: PassNo licence19 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/mastra29k—~11kAutomated safety check: NotesUnknowntoday
12

Create a new Hindsight-powered subagent with long-term memory.

vectorize-io/hindsight46k—~1.1kAutomated safety check: PassMITtoday
13

Patterns for building LLM agents on Trigger.dev tasks: prompt chaining, routing, parallel workers, orchestrator-workers, evaluator loops and human approval gates.

papermark/papermark9.2k—~2kAutomated safety check: PassUnknown1 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/adk-python22k—~1.3kAutomated safety check: PassApache-2.0today
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/mobilerun9.6k—~943Automated safety check: PassMIT2 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/agent-squad7.8k—~4.7kAutomated safety check: PassApache-2.0yesterday
17

Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.

microsoft/skills3.1k6 repos~2.8kAutomated safety check: PassMITyesterday
18

Add a new self-contained example agent under examples/. An agent skill from GetBindu/Bindu.

GetBindu/Bindu10k—~1.1kAutomated safety check: NotesUnknown1 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/failproofai5.3k—~6kAutomated safety check: PassUnknown2 days ago
20

Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions.

TencentEdgeOne/edgeone-makers-tools1.9k1 repo~4.1kAutomated safety check: PassMIT14 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/dify158k—~1.4kAutomated safety check: PassUnknowntoday
22

A skill your agent uses for anything involving the Synalinks neuro-symbolic LM framework (Keras-inspired): DataModel/Field/Input, JSON operators (+ & | ^ ~), synalinks.ops…

SynaLinks/synalinks-skills907—~4.8kAutomated safety check: PassApache-2.09 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/agent-squad7.8k—~3.5kAutomated safety check: PassApache-2.0yesterday
24

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured output, streaming, testing, and multi-agent patterns.

pydantic/pydantic-ai20k—~8kAutomated safety check: PassMITtoday
25

Create new agents in Paperclip with governance-aware hiring.

paperclipai/paperclip98k1 repo~2.1kAutomated safety check: PassMITtoday
26

Guides building LobeHub builtin agent tools, from the manifest and execution runtime to executors, chat UI renders and registry wiring.

lobehub/lobehub83k—~2.4kAutomated safety check: PassUnknowntoday
27

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/open-agent-hub9732 repos~4.2kAutomated safety check: PassMITtoday
28

Polymarket integration for prediction market trading on Polygon.

Polymarket/agent-skills1912 repos~2kAutomated safety check: PassNo licence7 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/agent-squad7.8k—~4.3kAutomated safety check: PassApache-2.0yesterday
30

Guides Stripe integration decisions — API selection (Checkout Sessions vs PaymentIntents), Connect platform setup (Accounts v2, controller properties), billing/subscriptions, Treasury financial…

kanchengw/cnllm1753 repos~925Automated safety check: PassApache-2.03 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/omnigent11k—~610Automated safety check: PassApache-2.0today
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/edgeone-makers-tools1.9k1 repo~5.6kAutomated safety check: NotesMIT14 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/claude-code-orchestrator-kit2594 repos~1.4kAutomated safety check: PassUnknown7 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/EnterpriseAgentFramework8301 repo~1.4kAutomated safety check: PassMIT3 days ago
35

Deposit and bridge funds into a wallet or protocol using Swapper Finance.

swapperfinance/swapper-toolkit852—~1.8kAutomated safety check: PassMIT6 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/flowcraft416—~1.8kAutomated safety check: PassMITtoday
37

Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API.

w8123/EnterpriseAgentFramework830—~3.7kAutomated safety check: PassMIT3 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/dive-into-langgraph457—~837Automated safety check: NotesUnknown26 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/agor1.4k—~1.4kAutomated safety check: PassUnknowntoday
40

Guide for upgrading Stripe API versions and SDKs. An agent skill from kanchengw/cnllm.

kanchengw/cnllm1754 repos~1.4kAutomated safety check: PassApache-2.03 mo ago
41

Create a new custom agent from scratch. An agent skill from gnekt/My-Brain-Is-Full-Crew.

gnekt/My-Brain-Is-Full-Crew3.9k—~3.1kAutomated safety check: PassUnknown3 mo ago
42

Comprehensive guide for building Agentic RAG systems using Microsoft Agent Framework in C.

shuyu-labs/WebCode278—~1.1kAutomated safety check: PassUnknown3 mo ago
43

Generate or convert Claude Code prompt files — command orchestrators, skill files, agent role definitions, or style conversion of existing files.

catlog22/Claude-Code-Workflow2.1k1 repo~4.7kAutomated safety check: NotesMIT3 mo ago
44

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/cli-to-js410—~1.1kAutomated safety check: PassMIT5 mo ago
45

Explain the IM+Agent framework: create+send as minimal primitives, IM system vs agent loop separation, message vs llmHistory, and the recursive property.

chmod777john/swarm-ide1.5k—~447Automated safety check: PassNo licence7 mo ago
46

Create, build, deploy, and localize declarative agents for M365 Copilot and Teams.

microsoft/work-iq1k—~3.2kAutomated safety check: PassUnknowntoday
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/lab-skills314—~1.4kAutomated safety check: PassApache-2.021 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/cloud-agents-cli1291 repo~768Automated safety check: PassApache-2.01 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.