How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
Zizka-ai/ZizkaDB db.zizka.ai Self-hosted DB for AI agents. Prove why an agent did something , causal lineage (why()), 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 3,871 tok
WW-AI-Lab/any2markdown A high-performance document conversion server supporting both the Model Context Protocol ( 50 Codex, OpenCode 1 829 tok
markov-kernel/databricks-mcp 50 Codex, OpenCode 1 1,914 tok
flack0x/trendspyg pypi.org Free, maintained Python library + CLI for Google Trends: trending now, plus keyword intere 50 Codex, OpenCode 1 4,838 tok
MrDoe/OpenCodeRAG OpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powe 50 Codex, OpenCode 1 2,603 tok
haidrrrry/compose-kotlin-agent-skills Jetpack Compose & Kotlin AI agent skills for Cursor, Claude Code, Codex, Gemini & 27+ agen 50 Codex, OpenCode 1 1,747 tok
ImL1s/resume-skills Offline context handoff between coding agents. Read local histories into fresh sessions; s 50 Claude Code, Codex, OpenCode 1 1,149 tok
EricSun0218/OpenGameAgent opengameagent.com Open-source C# agent runtime for AI NPCs and in-game agents. Structured context, ReAct too 50 Codex, OpenCode 1 1,042 tok
nubbymong/claude-command-center Mission control for Claude Code: run many sessions in parallel with multi-account isolatio 50 Claude Code, Codex, GitHub Copilot, OpenCode 9 5,376 tok
emidio-trancoso/advocacia-aberta Método jurídico aberto e executável por agentes de IA: base curada de STF/STJ, legislação, 50 Claude Code, Codex, OpenCode 2 1,678 tok
safe-global/safe-client-gateway docs.safe.global Serves as a bridge for the Safe{Wallet} clients (Android, iOS, Web) 50 Claude Code, Codex, OpenCode 26 2,131 tok
botiverse/hands hands.build The release platform for client apps, full loop: draft-first releases, staged rollouts, sh 50 Codex, OpenCode 1 2,047 tok
Smith42/astroPT discord.gg Transformer based foundation model for astronomy 50 Codex, OpenCode 1 305 tok
electricsheephq/evaos-code-review-bot-neondiff neondiff.com Stop giving away your code. NeonDIFF is your local-first AI PR reviewer for teams that wan 49 Codex, OpenCode 1 1,061 tok
0x0funky/Agentinel A local resource sentinel for the multi-agent era — monitors RAM, processes & disk used by 49 Claude Code, Codex 2
sebastienrousseau/pain001 docs.pain001.com Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLit 49 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,166 tok
PinkR1ver/vibe-roast npmjs.com Local-first AI coding personality profiler, usage dashboard, and evidence-grounded roast. 49 Claude Code, Codex, GitHub Copilot 13 662 tok
shinpr/agentic-code Agentic coding framework powered by AGENTS.md: systematic, test-first workflows with quali 49 Claude Code, Codex, OpenCode 9 760 tok
richkuo/rk-skills Claude Code workflow skills — GitHub issue/PR/release automation and Fable-driven planning 49 Claude Code, Codex, OpenCode 2 2,857 tok
zenml-io/mcp-zenml zenml.io MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and 49 Claude Code, Codex, OpenCode 2 5,865 tok
Aquifer-sea/pattern8 pypi.org 🎱 AI Agent Governance Framework — Constrain how AI Agents behave in your project. pip ins 49 Codex, OpenCode 1 414 tok
cqframework/clinical-reasoning cqframework.org CQF Clinical Reasoning on FHIR for Java 49 Claude Code, Codex, OpenCode 3 927 tok
Eamonnn101/Chinese-LLM-Wiki A knowledge-base scaffold for LLM Agents that progressively compiles raw materials into a 49 Codex, OpenCode 1 1,611 tok
howdeploy/ObsidianDataWeave A toolkit of Claude skills and user guides that turns NotebookLM notes into an Obsidian MO 49 Claude Code, Codex, OpenCode 2 5,844 tok
wuyutanhongyuxin-cell/SJTU_CLI SJTUer. 49 Claude Code, Codex, OpenCode 2 8,126 tok
RocketChat/Opensource-Contribution-Leaderboard gsoc.rocket.chat Open Source project contributors tracking leaderboard originally built with :heart: in N 49 Codex, Gemini CLI, OpenCode 2 1,895 tok
LemurPwned/cmtj lemurpwned.github.io Simulate multilayer magnetic structures in Python and C++ 49 Codex, OpenCode 1 1,591 tok
extend-hq/extend-cli 49 Codex, OpenCode 1 582 tok
quailyquaily/quail-ui quaily.com The Vue3 UI library for Quaily.com 49 Claude Code, Codex, OpenCode 2 1,264 tok
nerds-odd-e/doughnut Learning aide, note taking, team learning, etc. 49 Claude Code, Codex, OpenCode 29 3,049 tok
instana/instana-agent-operator ibm.com A Kubernetes operator to install and manage the Instana agent. 49 Codex, OpenCode 1 1,381 tok
nbari/pg_exporter A PostgreSQL metric exporter for Prometheus written in Rust 49 Codex, GitHub Copilot, OpenCode 2 4,054 tok
joshuadavidthomas/agent-skills A collection of skills for agentic LLM tools 49 Codex, OpenCode 1 284 tok
Martian-Engineering/maniple MCP server for orchestrating Claude Code or Codex sessions via iTerm2 or tmux 49 Claude Code, Codex, OpenCode 9 1,582 tok
Obedience-Corp/festival fest.build Structured planning and persistent context for AI coding agents. Plan multi-phase work onc 49 Claude Code, Codex, Gemini CLI, OpenCode 2 1,269 tok
re-cinq/shift-log Save coding agents' conversations in Git Notes, automatically 49 Claude Code, Codex, OpenCode 5 696 tok
openclosed-org/axum-harness Agent-first Rust/Axum backend harness for SDD-driven Clean/Hexagonal/DDD services, ECS-sty 49 Claude Code, Codex, OpenCode 14 1,883 tok
giosakti/duragent docs.duragent.ai Durable agent runtime. Sessions survive crashes. Agents are just files. One binary, zero d 49 Claude Code, Codex, OpenCode 5 791 tok
Hyperion-GPU/ProofFlow-v0.1 49 Codex, OpenCode 1 484 tok
Divide-By-0/autolatex autolatex.com All Auto Latex Equations Versions. 49 Claude Code, Codex, OpenCode 2 738 tok
zhouda1fu/Ncp.Admin ncp 49 Claude Code, Codex, Cursor, OpenCode 9 1,172 tok
jdevalk/seo-graph joost.blog Agent-ready SEO for JavaScript — schema.org JSON-LD graph builder with an Astro integratio 49 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 26,857 tok
marcieltorres/safe-chat-slack-bot marcieltorres.github.io SafeChat Slack Bot is an open-source project designed to enhance data security within Slac 49 Claude Code, Codex, OpenCode 2 1,629 tok
aegis-boot/aegis-boot A signed UEFI Secure Boot rescue environment that lets operators pick any ISO from a USB s 49 Codex, OpenCode 1 2,966 tok
jpawlowski/hacs.integration_blueprint AI-enabled Modern Home Assistant Custom Integration Blueprint 49 Claude Code, Codex, OpenCode 24 7,547 tok
truefoundry/aitori 49 Claude Code, Codex, OpenCode 2 1,204 tok
elie222/atom-eve atomeve.dev Agent registry for Eve and Flue 49 Codex, OpenCode 1 5,423 tok
erosTeam/NextE 49 Claude Code, Codex, OpenCode 2 764 tok
dkyazzentwatwa/cypher-pn532 A tiny ESP32 device that interacts with RFID + NFC devices using the PN532 chip. 49 Claude Code, Codex, OpenCode 2 5,212 tok
pmprompt/claude-plugin-product-management pmprompt.com claude plugin for product managers 49 Claude Code, Codex, OpenCode 2 392 tok