How real projects configure their agents

24,785 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
smfworks/hermes-ai-team smfclearinghouse.com Build an AI team of Hermes agents: SOUL, memory, vault, skills, nightly research, kanban, 74 Codex, OpenCode 1 790 tok
in-the-loop-labs/pair-review AI assisted code review with a human in the loop 74 Claude Code, Codex, OpenCode 6 3,794 tok
PrimeIntellect-ai/nano-rlm an rlm-style training harness 74 Claude Code, Codex, OpenCode 2 463 tok
imran-siddique/agent-os imransiddique.com [DEPRECATED] Moved to microsoft/agent-governance-toolkit 74 Codex, OpenCode 1 779 tok
instructa/planr planr.so A small planning layer for agent-built products: Markdown tasks in Git, a CLI, an Agent Sk 74 Codex, OpenCode 1 734 tok
MrLesk/agents-council agents-council.com Agent-to-Agent MCP communication tool for feedback requests 74 Claude Code, Codex, Gemini CLI, OpenCode 5 482 tok
digitarald/mcp-apps-playground 74 Claude Code, Codex, OpenCode 2 67 tok
zk4x/zyx Tensor library for machine learning 74 Codex, OpenCode 1 3,354 tok
cjhyy/codeshell An open-source AI coding assistant for your terminal, inspired by Claude Code. Interact wi 74 Claude Code, Codex, OpenCode 2 88 tok
cchao123/skills-manager cchao123.github.io A package manager for AI agent skills with cross-agent sharing, sync, and deployment. 73 Codex, OpenCode 1 1,272 tok
asmyshlyaev177/test-proxy-recorder test-proxy-recorder.dev Record & replay API responses for Playwright E2E tests — SSR proxy + browser HAR + WebSock 73 Claude Code, Codex, OpenCode 3 3,311 tok
nishit-g/tokovo tokovo.io AI-native studio for multi-device shows that happen inside phones. 73 Claude Code, Codex, OpenCode 5 1,083 tok
Ylsssq926/relic.skill Everything can be Relic — Give your soul a GitHub | Universal Digital Immortality Engine � 73 Codex, GitHub Copilot, OpenCode 2 329 tok
bigdevsoon/100-days-of-code bigdevsoon.me 100 Days of Code | Daily Challenges | Beautifully Crafted Designs | Created for Full-stack 73 Codex, OpenCode 1 737 tok
aantich/oneringai oneringai.io One lib to rule them all (gen ai) 73 Claude Code, Codex, OpenCode 2 13,770 tok
AgentlyHQ/use-agently use-agently.com The way AI coordinates and transacts. Routing and settlement layer for your agent economy. 73 Claude Code, Codex, OpenCode 5 3,133 tok
apache/camel-kamelets camel.apache.org Apache Camel Kamelets Repository 73 Claude Code, Codex, OpenCode 2 3,826 tok
devton/agentic-workflow-blueprint just a way to organize project as skills that chaining workflow executions 73 Codex, OpenCode 1 2,317 tok
faizkhairi/claude-code-blueprint A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-frien 73 Claude Code, Codex, OpenCode 2 4,144 tok
ujjwalredd/Dopamine A human-dopamine-inspired AI agent skill that adapts effort, learns from feedback, and del 73 Codex, GitHub Copilot, Kiro, OpenCode 3 2,989 tok
cmer81/open-meteo-mcp npmjs.com A comprehensive MCP server providing access to Open-Meteo weather APIs for Large Language 73 Claude Code, Codex, OpenCode 3 1,027 tok
deancourse/agent-skill-lecture-builder youtu.be Provide a theme or Markdown script and generate a single HTML course page through Agent Sk 73 Claude Code, Codex 2 —
bcharleson/linkedincli CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, 73 Codex, OpenCode 1 5,967 tok
JannikWempe/mcp-lexware-office MCP server to interact with Lexware Office 73 Codex, OpenCode 1 246 tok
appeeky/ua-skills appeeky.com Agent skills for mobile app paid growth powered by real-time data with APPEEKY MCP. 73 Claude Code, Codex, OpenCode 2 521 tok
AgentDebugX/AgentDebugX agentdebugx.com 【EMNLP 2026 Demo】A debugging framework for agentic AI systems: diagnose failures, attribut 73 Codex, OpenCode 1 197 tok
StardockCorp/Wireloom A Markdown extension for UI wireframes. 73 Codex, OpenCode 1 11,434 tok
rjwalters/kicad-tools Standalone Python tools for parsing and manipulating KiCad schematic and PCB files 73 Claude Code, Codex, OpenCode 7 4,931 tok
emilsvennesson/opencode-websearch Model-native web search for OpenCode, powered by your provider's built-in search capabilit 73 Codex, OpenCode 1 686 tok
rerun-io/examples-monorepo Holds all the more complex examples in a single monorepo 73 Claude Code, Codex, OpenCode 2 8,727 tok
aigorahub/herdr-lantern aigorahub.github.io Lantern, by Elves. A Herdr plugin: the herd is in the field; Lantern illuminates who needs 73 Codex, OpenCode 1 638 tok
KuudoAI/amazon_ads_mcp kuudo.com Amazon Ads MCP - Model Context Protocol server for Amazon Advertising API 73 Claude Code, Codex, OpenCode 2 7,789 tok
transloadit/node-sdk transloadit.com Transloadit's official Node.js SDK 73 Claude Code, Codex, OpenCode 4 3,418 tok
Dicklesworthstone/eidetic_engine_cli Durable, local-first, explainable memory for coding agents. A Rust CLI memory substrate bu 73 Claude Code, Codex, OpenCode 2 43,353 tok
dcc-mcp/dcc-mcp-core dcc-mcp.github.io MCP and REST control plane for AI agents to operate creative software: shared Rust/Python 73 Claude Code, Codex, OpenCode 2 15,508 tok
Baba88611/detroit-ai-player Let Your AI Play Detroit:Become Human 73 Claude Code, Codex, OpenCode 2 3,161 tok
Srajangpt1/ai-security-crew MCP to put security context while vibe coding 73 Claude Code, Codex, OpenCode 4 1,250 tok
BatterWorks/Hatchdoor hatchdoor.battercloud.cc Self-host your Obsidian vaults: a web UI for you, MCP for your AI agents. No Obsidian, no 73 Codex, OpenCode 1 2,735 tok
projectmentor/hive-mind hivemind.projectmentor.org Shared memory for your AI agents: a fact one agent writes on one machine is there for the 73 Codex, OpenCode 1 165 tok
0xMulight/human-social-copy Writes AI/tools/crypto content as human-style Chinese social media copy. For tweets, X pos 73 Claude Code, Codex, Gemini CLI, OpenCode 3 3,134 tok
BARMPlus/locklens Audit npm, Yarn, and pnpm lockFiles as both an MCP server and a CLI tool. 72 Codex, OpenCode 1 2,164 tok
mgorabbani/askdb askdb.dev Give AI agents safe access to your database. 72 Claude Code, Codex, OpenCode 2 404 tok
appwrite/mcp appwrite.io Appwrite’s MCP server. Operating your backend has never been easier. 72 Claude Code, Codex, OpenCode 2 2,790 tok
wandb/wandb-mcp-server The official implementation of the W&B Models and Weave MCP server. 72 Codex 2 —
sametbrr/llm-wiki-manager Agent Skills plugin for a persistent LLM-managed markdown wiki — ingest, cross-reference, 72 Claude Code, Codex, OpenCode 2 340 tok
gmickel/sheets-cli Composable Google Sheets CLI for humans and agents. Read, write, update cells by key—with 72 Claude Code, Codex, OpenCode 4 2,114 tok
vahiiiid/go-rest-api-boilerplate vahiiiid.github.io 🚀 Production-ready AI-friendly Go REST API boilerplate with Clean Architecture, JWT auth, 72 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,140 tok
home-operations/konflate A read-only pull request review tool for Flux using Flate for rendering. 72 Claude Code, Codex, OpenCode 2 2,940 tok
lemoncrow-lab/lemoncrow lemoncrow.com A Complete faster runtime for coding agents. Optimize the journey, not the hop. Make codin 72 Claude Code, Codex, OpenCode 2 1,176 tok
laravel/package-skeleton Skeleton for Laravel packages 72 Claude Code, Codex, OpenCode 7 556 tok