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
ksprashu/gemini-cli-config My custom Gemini CLI config 22 Codex, Gemini CLI, OpenCode 2 7,932 tok
HHS/TANF-app Repo for development of a new TANF Data Reporting System 22 Codex, OpenCode 1 337 tok
llorracc/SolvingMicroDSOPs Christopher Carroll's Lecture Notes on Solving Microeconomic Dynamic Stochastic Optimizati 22 Claude Code, Codex, OpenCode 2 1,794 tok
cobriensr/Options-Strike-Calculator theta-options.com AI and ML integration with Unusual Whales, Databento and ThetaData to determine optimal ES 22 Claude Code, Codex, OpenCode 3 6,243 tok
maximskorohod/memobase Local knowledge base for AI agents (hermes plugin): hybrid search over your PDFs, DOCX, si 22 Codex, OpenCode 1 1,416 tok
47vigen/raqam raqam.47vigen.com 🔢 Live-formatting React number input — headless, i18n-first (Persian ۱۲۳, Arabic ١٢٣…), W 22 Claude Code, Codex, OpenCode 4 1,214 tok
degiz/kobo2calibre Embed highlights from Kobo device in Calibre book, and wise-versa 22 Claude Code, Codex, OpenCode 4 862 tok
HKPC-1967/spring-ant Spring Boot + React (Ant Design Pro). Quickly building an admin-panel web application 22 Codex, OpenCode 1 807 tok
yelanyanyu/ad-fontes-manager A term management tool for the Ad Fontes English/German vocabulary learning system. Suppor 22 Claude Code, Codex, OpenCode 9 693 tok
malon64/openlakeforge Cloud Agnostic data platform for both cloud or on prem 22 Claude Code, Codex, OpenCode 2 3,826 tok
claesnn/fastapi-template 22 Codex, OpenCode 1 811 tok
Beowolve/SnapFX snapfx.org JavaFX Docking Framework 22 Codex, OpenCode 1 2,010 tok
holdtype/holdtype-swift holdtype.app Native macOS menu bar dictation utility: hold a key, speak, and insert text. 22 Codex, OpenCode 1 2,651 tok
bldrs-ai/conway bldrs-ai.github.io Conway is a high-performance IFC&STEP engine for web-based CAD applications 22 Claude Code, Codex, OpenCode 3 5,095 tok
harness-base/harness-control 22 Claude Code, Codex, OpenCode 37 2,227 tok
zengury/manastone-diag pypi.org Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, 22 Codex, OpenCode 1 2,686 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,170 tok
uetzel/AutoADHD 22 Claude Code, Codex, OpenCode 4 5,454 tok
Automattic/newspack-workspace All the code that's fit to ship 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,095 tok
123yongming/Panda_Dive 22 Codex, OpenCode 1 1,250 tok
KarnaughK/AIPD AI-Powered Development — A documentation-structured workflow where agents drive software p 22 Claude Code, Codex, OpenCode 2 3,701 tok
RedberryProducts/synapse 22 Claude Code, Codex, OpenCode 3 5,050 tok
abhinavshrivastava950/Montara Montara is an AI-native, renderer-agnostic autonomous video production operating system th 22 Claude Code, Codex, OpenCode 70 4,089 tok
complexus-tech/fortyone fortyone.app The Open Source Agentic Project Management Platform 22 Codex, OpenCode 1 1,594 tok
mojomast/devussy Devussy — interview to DevPlan. Multi‑stage AI planning pipeline with live progress. Gener 22 Codex, OpenCode 1 1,834 tok
nearform/lastlight lastlight.dev Self-hostable, MIT Licensed, Enterprise AI Software Factory 22 Claude Code, Codex, OpenCode 5 2,498 tok
fdhhhdjd/Class-Production-AI-App 🏗️ Production-ready AI app structure — RAG pipeline, hybrid search, self-correcting agent 22 Claude Code, Codex, OpenCode 2 776 tok
MichaelSuen-thePointer/fixmath a 64bit fixed-point number 22 Codex, OpenCode 1 957 tok
grigio/docker-nixuser A lightweight Docker image providing a full Nix package manager environment for non-root u 22 Codex, OpenCode 1 1,391 tok
hanyuancheung/llm-skill A minimal three-layer SKILL system for LLM agents, inspired by Karpathy's LLM-Wiki idea 22 Claude Code, Codex, OpenCode 2 1,076 tok
tmchow/tmc-marketplace Claude Code and Codex plugins by Trevin Chow 22 Claude Code, Codex, OpenCode 6 2,114 tok
PaulRBerg/prb-effect Effect-ts monorepo with utilities for web3, next.js, and more 22 Claude Code, Codex, OpenCode 4 1,519 tok
1024XEngineer/CialloClaw CialloClaw is a desktop Agent product that runs persistently and serves as a desktop assis 22 Codex, OpenCode 1 2,282 tok
seflless/deepwiki deepwiki.sh DeepWiki for coding agents 22 Claude Code, Codex, OpenCode 2 564 tok
Railly/agent-brain railly.dev An agent-powered knowledge system built on Obsidian + Claude Code + Codex 22 Claude Code, Codex, OpenCode 32 1,630 tok
carlrannaberg/cclint Linter for Claude Code project files 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,110 tok
atman-33/openspec-for-copilot marketplace.visualstudio.com A VS Code extension that gives GitHub Copilot users a guided, spec-driven workflow using O 22 Claude Code, Codex, OpenCode 11 95 tok
jeffdc/gallformers gallformers.org The gallformers site 22 Claude Code, Codex, OpenCode 2 931 tok
nicelight/DevRails-26 Agentic memory based SDD dev workflow 22 Codex, OpenCode 1 2,914 tok
pxx-design/cabinet Translate a feeling you can't name into transferable moves an AI can build — a browser ins 22 Claude Code, Codex, OpenCode 2 241 tok
axot/OpenSuperMLX macOS app for real-time audio transcription powered by MLX on Apple Silicon 22 Claude Code, Codex, OpenCode 2 6,750 tok
bisq-network/bisq-mobile 22 Codex, OpenCode 1 457 tok
KaotoIO/forage kaotoio.github.io Opinionated bean factories for Apache Camel 22 Claude Code, Codex, OpenCode 2 3,079 tok
ubie-oss/dbt-data-privacy A dbt package to enhance data privacy 22 Claude Code, Codex, OpenCode 6 296 tok
Abil-Shrestha/tracer Issue tracker for coding agents 22 Codex, OpenCode 1 2,428 tok
FeiLiu36/AutoEoH Automated EoH 22 Claude Code, Codex, OpenCode 2 1,672 tok
mrFlick72/vauthenticator VAuthenticator OpenID Connect/OAuth2.1 Auth server 22 Claude Code, Codex, OpenCode 2 207 tok
eva-ics/tabularium Markdown-oriented document store with full-text search 22 Codex, OpenCode 1 1,098 tok
joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an 22 Claude Code, Codex, OpenCode 11 3,740 tok
ertra/pm-brain-for-cursor AI for Product Managers 22 Claude Code, Codex, Cursor, OpenCode 18 1,590 tok