How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
lensapp/lens-sandbox lns.run Run AI agents, commands, and OCI images locally inside a microVM — control what flows into 10 Claude Code, Codex, OpenCode 9 9,259 tok
ils15/pantheon-legacy 14 specialized AI agents for TDD-driven developmen 10 Claude Code, Codex, OpenCode 3 1,534 tok
hutchic/.cursor 10 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 33 4,163 tok
bgreenwell/statlingo bgreenwell.github.io Explain Statistical Output with Large Language Models 10 Claude Code, Codex, OpenCode 2 2,235 tok
ashwch/auto-uv-env auto-uv-env.ashwch.com Automatic UV-based Python virtual environment management for seamless project workflows 10 Claude Code, Codex, OpenCode 2 3,337 tok
richardblythman/org.md An open format specification for organizational operating systems. Defines the ORG.md stan 10 Claude Code 1
ceorkm/kratos-cli Persistent memory for AI coding agents — CLI-first, encrypted, local 10 Claude Code, Codex, OpenCode 2 1,922 tok
davidchicano/presuntamente Archivo público e interactivo de casos de corrupción en España. Cronologías, actores, docu 10 Claude Code, Codex, OpenCode 11 11,070 tok
BaseInfinity/codex-sdlc-wizard SDLC Wizard adapter for OpenAI Codex CLI. Plan is certified, implementation needed. PRs we 10 Claude Code, Codex, OpenCode 2 614 tok
dongzhuoyao/tao-research-skills 10 Claude Code, Codex, OpenCode 2 2,484 tok
ChristianGaser/T1Prep T1Prep: T1 PREProcessing pipeline (aka PyCat) 10 Claude Code 1 2,142 tok
ecorkran/ai-project-guide AI Project Structure for reference. Included with context-forge and works automatically. 10 Claude Code 4 2,122 tok
AragornZJF/goal-loop Delivery coding skills from clarifying requirements and planning to automated implementati 10 Claude Code 1
ninjudd/protos a ProtoClaw 10 Claude Code, Codex, OpenCode 2 342 tok
mohammadmaso/echowiki Local-first LLM knowledge compiler for Obsidian. Drop notes or record voice into raw/; the 10 Claude Code 1 1,170 tok
JoshJancula/ralph 10 Claude Code, Codex, OpenCode 3 5,228 tok
codekiln/logseq-encode-garden codekiln.github.io codekiln's knowledge garden 10 Claude Code, Codex 40
YankielDBC2/codex-skills-library 10 Claude Code, Codex, OpenCode 27 1,368 tok
ag2ai/ag2-skills Agent Skills for AG2 developers 10 Claude Code, Codex, OpenCode 2 1,287 tok
joelhooks/content-grill 🔥 Local context plane for topic grilling — slurp Brain/X, search fast, topics only (never 10 Claude Code, Codex, OpenCode 2 1,101 tok
dark-builders/darq darq.sh A dark software factory: software that writes itself — and gets smarter without you in bet 10 Claude Code, Codex, OpenCode 2 1,590 tok
dasmeta/development-orchestrator This repo is to orchestrate product development, requirement management, implementation 10 Claude Code, Codex, OpenCode 12 1,782 tok
mirasoth/soothe mirasoth.github.io 🛀 Soothe - An autonomous expert system engineered to orchestrate complex workflows and ex 10 Claude Code, Codex, OpenCode 2 913 tok
RetroCode-Org/RetroCode retro-code-dngt.vercel.app Turn your agent inference traces into insights that benefits future work 10 Claude Code 1 1,043 tok
Bad3r/nixos NixOS Infrastructure as Code using the Dendritic Pattern & flake parts 10 Claude Code, Codex, OpenCode 2 9,035 tok
Shiien/research-closure-harness 10 Claude Code, Codex, OpenCode 4 1,468 tok
DudeAint/brownbear An iOS power browser that runs real Chrome & Firefox extensions and userscripts — a Tamper 10 Claude Code, Codex, OpenCode 2 3,881 tok
qddidi/ds-code ds-code is an interactive AI coding assistant CLI based on Node.js + TypeScript, using the 10 Claude Code 8 427 tok
Temmie-Tem/android-native-init-lab Custom static /init (PID 1) and minimal native Linux userspace on Android vendor kernels — 10 Claude Code, Codex, OpenCode 2 4,092 tok
wlfghdr/agentic-kb wlfghdr.github.io AI-native, layered knowledge operations. A specification, reference skills, and a portable 10 Claude Code, Codex, OpenCode 2 3,292 tok
improving/Intro-to-AI-for-Dev-Workshop Contains materials for the Intro to AI for Developers workshop 10 Claude Code, Codex, OpenCode 5
12-Studio/Tackl tackl.netlify.app The ultimate starter kit for React, using NextJS 10 Claude Code, Codex, OpenCode 2 2,929 tok
Sartori-RIA/ubuteco_api 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,557 tok
jrjsmrtn/tlx A Spark DSL for writing TLA+/PlusCal specifications in Elixir 10 Claude Code, Codex, OpenCode 3 3,423 tok
marconae/ghbrk A credential broker that gives coding agents git and gh access without exposing SSH keys o 10 Claude Code, Codex, OpenCode 2 172 tok
braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y 10 Claude Code, Codex, OpenCode 2 1,198 tok
ActiveInferenceInstitute/courses Open curriculum for Active Inference education, K-12 through PhD, with 14 level-adapted co 10 Claude Code, Codex, OpenCode 3 2,300 tok
nandita7krishnan/data-science-agent-toolkit A blueprint for building an agentic harness for your data science team, a structured conte 10 Claude Code, Codex, Cursor, OpenCode 3 1,250 tok
ForumHFR/redface2 forumhfr.github.io Redface 2 — client Android moderne pour le forum Hardware.fr (Kotlin, Jetpack Compose, Mat 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 5,931 tok
cyberia-temple/singularity cyberia.church Open-source Cyberia stack: EVM L1, bridge, DEX, launchpad, analytics, explorer config, and 10 Claude Code, Codex, OpenCode 2 46,800 tok
companion-inc/introspect Agent self-improvement runtime for Codex, Claude, and OpenCode 10 Claude Code, Codex, OpenCode 2 5,753 tok
YawLabs/ctxlint yaw.sh Lint your AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase 10 Claude Code 1 96 tok
Luligu/matterbridge-example-dynamic-platform Matterbridge dynamic platform plugin example 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,240 tok
GlobalEmergency/ResponseGrid responsegrid.app ResponseGrid — plataforma de coordinación de ayuda en emergencias (GlobalEmergency). NestJ 10 Claude Code, Codex, OpenCode 2 3,113 tok
lootlog/monorepo lootlog.pl Repository for Margonem MMORPG game addon. 10 Claude Code, Codex, OpenCode 20 3,238 tok
celinval/snapcrab celinval.github.io Experimental Rust interpreter 10 Claude Code, Codex, OpenCode 2 1,637 tok
HaraldBregu/friday friday.haraldbregu.com Your Desktop AI Personal Assistant 10 Claude Code, Codex, OpenCode 5 1,883 tok
uhop/console-toolkit Toolkit to produce a fancy console output (boxes, tables, charts, colors). 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,034 tok
shshalom/voicesmith-mcp Local AI voice for coding assistants — TTS & STT via MCP. Kokoro ONNX + faster-whisper, fu 10 Claude Code 1 148 tok
ShayIsso/trajectory-auditor 10 Claude Code, Codex, Gemini CLI, OpenCode 23 698 tok