How real projects configure their agents

23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
catid/doublecheck-mcp Use Gemini 3 Pro and Sonnet 4.5 to double-check the plan/code for codex-5.1-cli 2 Codex, OpenCode 1 355 tok
QuBiit0/lmagent 2 Claude Code, Codex, Gemini CLI, OpenCode 41 8,437 tok
hamakyo/okf-skills Reusable OKF templates and agent Skills for Codex and Claude Code. 2 Claude Code, Codex, OpenCode 2 948 tok
Eljaja/Harness-engineering 2 Codex, OpenCode 1 502 tok
FFmorange/QDeskWatch A Windows desktop assistant developed with Qt/QML, featuring an iWatch-style watch face. 2 Codex, OpenCode 1 681 tok
alejandro-ventures/llm-agnostic-icm-framework Model-agnostic ICM framework: a folder structure as agent architecture for Copilot, Claude 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,569 tok
KrystianMarek/ai-assisted-development 2 Claude Code, Codex, OpenCode 5 6,164 tok
ydun-code-library/Ydun_ai_workflow docs.ydun.io Production-tested templates, principles, and patterns for AI-assisted development — AGENTS 2 Claude Code, Codex, OpenCode 2 2,294 tok
jd-solanki/airig Distribute and manage AI setups across coding agents from one .ai/ directory. 2 Claude Code, Codex, OpenCode 26 11 tok
bruhxax/codex-skills-pack A set of reusable Codex skills for cleaner, more accurate, accessible, and disciplined UI 2 Codex, OpenCode 8 195 tok
krishnanpandya007/support-technician-setup An automated Support tehnician setup bundle for your web app, which won't only butter like 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 23,376 tok
qurugi0347/jun-codex 2 Codex, OpenCode 1 1,721 tok
LIghtJUNction/AGENTS.md The prompt with the best effect was identified through experimental testing. 2 Codex, OpenCode 1 15 tok
oakandfeather/ai-assisted-coding-governance Portable governance rules for AI coding agents (Claude Code, Copilot, Codex, Antigravity) 2 Claude Code, Codex, OpenCode 2 10,529 tok
mjohnson139/agent-mob Git-backed AI collaboration system for multi-repo teams using QRSPI workflow 2 Claude Code, Codex, OpenCode 2 1,421 tok
pure-golang/level85 Shared agent skills, Taskfile, linter config, and Claude Code conventions for a pure-golan 2 Claude Code, Codex, OpenCode 38 2,341 tok
imanai666/ArkmeDemo 2 Codex, OpenCode 1 1,334 tok
Proxyfan/Proxyfan HTTP debugging proxy for inspecting, capturing, and modifying network traffic in real time 2 Claude Code, Codex, GitHub Copilot, OpenCode 39 19,008 tok
isamtrx/ASEF Agentic Software Engeneering Framework 2 Claude Code, Codex, GitHub Copilot, OpenCode 9 8,588 tok
atharva-again/samvaad samvaad.live Samvaad is a speech-driven AI tutor that transforms PDFs, articles, and notes into interac 2 Claude Code, Codex, OpenCode 2 756 tok
AFutureD/awesome-apple-ai-rules A collection of files intended for agent use. 2 Codex, OpenCode 1 1,132 tok
Lada496/hearth-ios 2 Claude Code, Codex, OpenCode 2 1,272 tok
fayazara/kumo-ai-blocks 2 Claude Code, Codex, OpenCode 4 1,936 tok
tarv7/ai-spec-driven-development-template-rails 2 Claude Code, Codex, OpenCode 42 1,530 tok
G-Schumacher44/aug-conductor-wrkflw g-schumacher44.github.io Agnostic Conductor workflow deployment — LookML/BigQuery demo included 2 Codex, OpenCode 1 963 tok
jslee124/forge An open source coding agent. 2 Codex, OpenCode 1 543 tok
raypappa/homelab 2 Codex, OpenCode 1 3,650 tok
nyaggah/amp-ralph Amp Ralph is an autonomous AI agent loop that runs Amp with handoff repeatedly until all P 2 Codex, OpenCode 1 338 tok
PitchFork-Innovation/annotagent annotagent.vercel.app Agentic annotation tool for arXiv research papers 2 Claude Code, Codex, OpenCode 2 1,971 tok
bep/gitjoin gitjoin.com Virtual monorepo made simple. 2 Claude Code, Codex, OpenCode 2 119 tok
duyet/kb the shared brain 2 Claude Code, Codex, OpenCode 2 3,542 tok
rxdaozhang/product-reverse 2 Codex, OpenCode 1 296 tok
vectra-ai-research/vectra-soc-agent-starter Starter pack for building an AI SOC analyst on top of Vectra AI — AGENTS.md + agent skills 2 Codex, OpenCode 1 1,779 tok
8Dionysus/aoa-evals Portable evaluation bundles for agents and agent-shaped workflows: bounded, reproducible, 2 Codex, OpenCode 1 1,124 tok
AlexisBalayre/claude-code-power-config An opinionated, fully-worked Claude Code configuration: path-scoped rules, skills, subagen 2 Claude Code, Codex, OpenCode 49 897 tok
zackabrah/scopeglass zackabrah.github.io DevTools for AGENTS.md: inspect inherited instructions, provenance, conflicts, references, 2 Codex, OpenCode 1 424 tok
Luxcium/codex-k3 2 Codex, GitHub Copilot, OpenCode 12 15,267 tok
zzz20020612/scientific-figure-standards Global scientific figure and map standards skill for Codex. 2 Claude Code, Codex, OpenCode 2 1,093 tok
OthmanAdi/APEX Agentic Production Engineering eXecution — A cross-platform skill framework for AI-driven 2 Claude Code, Codex, OpenCode 6 217 tok
EEstevanell/codex-planning-kit 2 Codex, OpenCode 6 1,208 tok
fayazara/alfred My personal agent 2 Claude Code, Codex, OpenCode 4 1,936 tok
connectaryal/context-methodology The exact framework I use before I start any serious build. 2 Claude Code, Codex, OpenCode 2 1,706 tok
jankowskim/lory Lory - Structured decision records from git commits 2 Claude Code, Codex, OpenCode 5 2,458 tok
EmeaAppGbb/agentic-shell-python 2 Claude Code, Codex, OpenCode 12 983 tok
Shana-AE/.shanaae-configs shanaae-config 2 Codex, OpenCode 1 7,587 tok
rmjosea/agentic-sdlc-kit 2 Claude Code, Codex, OpenCode 8 1,539 tok
aai-labs/ai-starter Starter kit for bootstrapping AI coding agents with shared development guidelines 2 Codex, OpenCode 1 740 tok
pueraeternis/agentic-project-template A reusable AI-first development framework for building software with AI agents. 2 Codex, OpenCode 5 775 tok
Zwanan-github/agent-template A personal agent harness tempalte is a simple process accumulated in daily development and 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,429 tok
AdityaZxxx/dotfiles my backup for arch hyprland environment 2 Codex, OpenCode 1 331 tok