Building AI agents

Generate YAML configuration files and run CLI commands to onboard organizations into ModelGuide.

modelguide/modelguide

PenShot 项目开发 Skill。用于修改或审查 Agent、LangGraph 工作流、任务生命周期、记忆/RAG、配置、REST、MCP、CLI、测试和项目文档；先核实源码与工具配置，再按现有架构实施并验证。

neopen/story-shot-agent

Build batteries-included agents with planning, context management, subagent delegation, and sandboxed execution.

langchain-ai/docs

Primary entrypoint for coding agents using CAIRA as reference material to design and build generative AI solutions with Azure AI Foundry, Azure OpenAI-compatible endpoints, agent frameworks, APIs…

microsoft/CAIRA

Maps the /ai/ subsystem of flowfile_core, its three agent tiers, litellm seam, BYOK keys and rate limits, and sets rules for extending or debugging it safely.

Edwardvaneechoud/Flowfile

Test adam's agent builder (platform/) end-to-end — builder form, deploy pipeline, and the deployed eve-style agent page.

michaelshimeles/adam

Walks through adding an AI agent for store operators to a Medusa project: data models, module service, agent runtime, streaming API route and admin chat UI.

medusajs/medusa-agent-skills

INVOKE THIS SKILL when your LangGraph needs to persist state, remember conversations, travel through history, or configure subgraph checkpointer scoping.

langchain-ai/langchain-skills

Analyze a job description (pasted text OR a URL) and find the AI/ML/GenAI topics it requires that this learn-ai course does NOT yet cover.

starkyru/learn-ai

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit

Complete Base development playbook. An agent skill from base/skills.

base/skills

Python style and codebase conventions for ADK (Agent Development Kit): private-by-default file visibility, imports, type hints, Pydantic v2 models, formatting, docstrings, logging, async I/O, file…

google/adk-python

The single command that gets a DashClaw change ON MAIN AND LIVE — it resolves everything blocking production, never defers, and never hands back a checklist.

ucsandman/DashClaw

A skill your agent uses to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource removal.

aws/agent-toolkit-for-aws

Reviews changes in the langchain-azure monorepo using package-specific knowledge of langchain-azure-ai, langchain-azure-compute, langchain-azure-cosmosdb, langchain-azure-postgresql…

langchain-ai/langchain-azure

How to author an agent template folder and install it as a new agent - folder layout, manifest fields, persona rules, shipped apps and checks, and the scaffold-validate-create flow.

OtoDock/oto-dock

Ship and spec AI features, LLM products, agents, copilots, and generative UX — including when to use a model vs.

andreaskelm/pm-brain

Designs, evaluates and improves the harness around an AI agent: tool permissions, approval gates, state, memory, evals and observability, with phased plans.

NateBJones-Projects/OB1

Run Claude Code (Anthropic) from this host via the claude CLI (Agent SDK) in headless mode (-p) for codebase analysis, refactors, test fixing, and structured output.

win4r/claude-code-clawdbot-skill

Builds a complete agent with multiple Airbyte connectors using PydanticAI or Claude SDK.

airbytehq/airbyte-agent-sdk

Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness features, Pydantic AI Harness.

pydantic/pydantic-ai

Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell.

swarmclawai/swarmclaw

Gives patterns for generating a minimal, valid Omnigent agent directory: the config.yaml fields, the right executor type, and the files each agent needs.

omnigent-ai/omnigent

A developer guide to adding compact memory to an agent: when to trigger compaction, how to fork a compactor sub-agent, what the summary holds, and how to restore it.

simbajigege/book2skills

Generate EvalView test cases — either from a SKILL.md file using LLM-powered generation, or by capturing real agent interactions through a proxy.

hidai25/eval-view

Execute code in E2B sandboxes and integrate with LLMs for tool calling.

agent-sandbox/agent-sandbox

Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise).

agentailor/fullstack-langgraph-nextjs-agent

This skill should be used when the user asks to "create a team", "create agent team", "蜂群", "swarm", "团队协作", "parallel agents", "spawn teammates", "多 agent 协作", "组建团队", or executes "/swarm".

apple-ouyang/book-to-skill

Create a new Agent Skill following project standards and templates.

oocx/tfplan2md

A skill your agent uses when migrating inline code samples from LangChain docs (MDX files) into external, testable code files that are extracted by this repo’s snippet scripts and used as Mintlify…

langchain-ai/docs

Split a multi-call LM workflow by cognitive load, not by accuracy: let one strong model make the few reasoning decisions and a cheap model do the many mechanical executions (Aider architect+editor…

agentsope/SkillAlchemy

A skill your agent uses when the user asks to "create an agent catalog", "generate agent catalog source", "build agent catalog from repo", "catalog my agents", or wants to scan a repository…

kubeflow/hub

How to reference code from sample repos in Agent Framework docs pages using :::code directives, snippet tags, zone pivots, and highlight attributes.

MicrosoftDocs/semantic-kernel-docs

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

microsoft/skills

Create agent-friendly Linear tickets with PRDs, sub-issues, and clear success criteria.

joa23/linear-cli

Develop, test, and extend ChemGraph -- an agentic framework for automated molecular simulations using LLMs, LangGraph, ASE, and MCP servers

argonne-lcf/ChemGraph

Turn a bug symptom into a structured, reproducible bug report — summary, environment, exact repro steps, actual vs expected, and evidence (logs, error text, failing route/test) — and then optionally…

ucsandman/DashClaw

Guide for creating persistent Near desktop digital avatars (数字分身) via natural-language interview and the createavatar tool.

DemonDamon/AgenticX

Authoritative guidance for building Claude Code skills, agents, and plugins, plus init and update steps that install and refresh the plugin-building skills in the current repository.

testdouble/han

Expert guidance for creating, writing, building, and refining Claude Code Skills.

glittercowboy/taches-cc-resources

Creates high-quality Claude Code and Cowork skills using evidence-based principles: expert vocabulary payloads for knowledge routing, dual-register descriptions for reliable triggering, named…

jdforsythe/forge

飞书多 Agent 系统搭建指南。当用户要求创建新的功能 Agent、配置飞书群聊绑定、 搭建多 Agent 协作系统时激活此 skill。

hyperlist/feishu-multi-agent

How AI agents integrate with Magic Resume — read and safely edit a user's resumes through the native MCP server (@magic-resume/mcp).

Magic-Resume/Magic-Resume

Interact with MedrixFlow AI agent platform via its HTTP API.

Citrus-bit/Anaxa

GitHub operations via gh CLI: issues, PRs, CI runs, code review, API queries.

swarmclawai/swarmclaw

Run EvalView regression checks against golden baselines to detect regressions in AI agent behavior after code, prompt, or model changes.

hidai25/eval-view

Initialize, validate, and troubleshoot Deep Agents projects in Python or JavaScript using the deepagents package.

soba-labs/langchain-agent-skills

Autonomous AI agent platform for building and deploying continuous agents.

Orchestra-Research/AI-Research-SKILLs