How real projects configure their agents

22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
antfu/ghfs GitHub issues/PRs as filesystem, for offline view and operations in batch. Designed for hu 273 Codex, OpenCode 1 2,139 tok
Sagit-chu/flvx sagit-chu.github.io FLVX forwarding panel 273 Codex, OpenCode 1 732 tok
KimYx0207/Meta_Kim aiking.dev Governed execution layer for AI coding assistants: clarify intent, route capabilities, rev 273 Claude Code, Codex, OpenCode 2 13,016 tok
sven-n/MuMain 273 Claude Code, Codex, OpenCode 2 440 tok
AIOSAI/AIPass aipass.ai Persistent Agent Workspace — AI agents that remember, collaborate, and never start from ze 273 Claude Code, Codex, OpenCode 7 568 tok
langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma 273 Claude Code, Codex, OpenCode 2 1,582 tok
aiqinxuancai/AutoLinker AutoLinker support library for E-language AI Agents and MCP services. Also supports using 273 Claude Code, Codex, OpenCode 2 1,079 tok
natolambert/colloquium natolambert.github.io A markdown native slides tool for academics building with agents. 273 Claude Code, Codex, OpenCode 4 957 tok
akseolabs-seo/AK-Threads-booster AK體 · Data-driven Threads writing advisor. Uses your post history, algorithms, and social 272 Codex, OpenCode 1 1,099 tok
xigua-wang/skill-doctor Local-first inspector for coding-agent skills, conflicts, precedence, and risk analysis. 272 Codex, OpenCode 2 580 tok
Dicklesworthstone/asupersync Async runtime for Rust where correctness is structural: region-owned tasks, cancel-correct 272 Claude Code, Codex, OpenCode 3 19,928 tok
basecamp/basecamp-cli basecamp.com Basecamp CLI and Agent Skills 272 Claude Code, Codex, OpenCode 1 1,938 tok
haolange/InfinityRenderPipeline Graphics Research for Unity Scriptable Render Pipeline. 271 Codex, OpenCode 1 8,828 tok
olo-dot-io/Uni-CLI olo-dot-io.github.io One command for every interface—search, run, and inspect real software across APIs, browse 271 Codex, OpenCode 1 1,946 tok
BetterWright/betterwright betterwright.com A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted 271 Codex, OpenCode 1 1,265 tok
nyatinte/ccexp npmjs.com interactive terminal interface for discovering, previewing, and managing Claude Code confi 270 Claude Code, Codex, OpenCode 5 3,808 tok
endorhq/rover endor.dev A manager for AI coding agents that works with Claude Code, Cursor, Gemini, Codex, and Qwe 270 Claude Code, Codex, Gemini CLI, OpenCode 6 2,146 tok
radix-ng/primitives radix-ng.com Headless, signals-first UI primitives for Angular. Accessible. Customizable. 270 Claude Code, Codex, GitHub Copilot, OpenCode 17 11,190 tok
loulanyue/awesome-claude-notes Community-maintained distribution of reusable AI coding agents, commands, skills, hooks, a 270 Claude Code, Codex, OpenCode 2 2,268 tok
jumbocontext/cli jumbocontext.com Memory and Context Orchestration for Coding Agents 270 Codex, OpenCode 1 38 tok
betta-tech/harness-sdd 269 Claude Code, Codex, OpenCode 9 1,769 tok
dnouri/pi-coding-agent Emacs frontend for the Pi coding agent 269 Codex, OpenCode 1 4,052 tok
gregs1104/pgbent PostgreSQL Benchmarking Toolkit 269 Codex, GitHub Copilot, OpenCode 2 1,244 tok
amanattar/leetcode-helper 269 Codex, OpenCode 1 2,791 tok
bowenliang123/markdown-exporter marketplace.dify.ai An Agent Skill and Dify plugin to transform Markdown to files of DOCX, PPTX, XLSX, PNG, PD 269 Codex, OpenCode 1 1,274 tok
Ariestar/sivtr sivtr.pages.dev A unified agent memory workspace for human and agent | A unified agent memory workspace 269 Claude Code, Codex, OpenCode 5 5,654 tok
pbakaus/agent-reviews agent-reviews.com Token efficient, automated Github review workflows and bug fixing. 269 Claude Code, Codex, OpenCode 2 743 tok
ExpTechTW/DPIP exptech.dev Disaster Prevention Information Platform (防災資訊整合平台) 268 Claude Code, Codex, OpenCode 2 3,741 tok
antithesishq/antithesis-skills AI Skills for Antithesis Users 268 Claude Code, Codex, OpenCode 2 1,196 tok
byteseek/Mira Agent-native investment research workspace for evidence-tracked, refreshable investment th 268 Claude Code, Codex, OpenCode 2 1,883 tok
NVIDIA/cosmos-curator Cosmos Curator is a powerful video curation system that processes, analyzes, and organizes 268 Claude Code, Codex, Gemini CLI, OpenCode 3 1,442 tok
saeloun/miru-web miru.so Miru | Time Tracking and Invoicing and Employee Benefits. Built using Ruby On Rails and Re 267 Claude Code, Codex, OpenCode 4 1,466 tok
PacificStudio/openase pacificstudio.ai Ticket-Driven Automated Software Engineering. OpenASE is an all-in-one platform that turns 267 Codex, OpenCode 9 1,518 tok
gosuda/portal-tunnel gosuda.github.io Publishes localhost services to the agentic web through self-hostable, trustless relays. 267 Codex, OpenCode 1 381 tok
8b-is/smart-tree s.8b.is Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ 267 Claude Code, Codex, OpenCode 2 2,433 tok
NomaDamas/katok Agents also have the right to view and search KakaoTalk—from BM25 to Vector Search 267 Claude Code, Codex, OpenCode 2 835 tok
klboke/kkRepo kkrepo.cn kkRepo is a Nexus-compatible, self-hosted artifact repository for Maven, npm, PyPI, Go, He 267 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,046 tok
dolthub/doltlite dolthub.com DoltLite - Version Controlled SQLite 267 Codex, OpenCode 1 4,765 tok
CodelyTV/agent-harness codely.com Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your ag 266 Claude Code, Codex, OpenCode 3 280 tok
speakeasy-api/gram speakeasy.com Securely scale AI usage across your organization. A single stack to Connect, Secure, Obser 266 Claude Code, Codex, Gemini CLI, OpenCode 33 2,687 tok
AkaraChen/aghub aghub.akr.moe One hub for every AI coding agent. Unified configuration management for 22+ assistants. 266 Claude Code, Codex, OpenCode 27 6,965 tok
ReviewStage/stage-cli stagereview.app A viewer for reviewing local code changes in small individual chapters. Works with any AI 266 Claude Code, Codex, OpenCode 19 2,668 tok
bradwmorris/ra-h_os 265 Claude Code, Codex, OpenCode 2 624 tok
yazinsai/tilawa tilawa.dev Offline Quran verse recognition — identify surah and ayah from audio. (Formerly offline-ta 265 Codex, OpenCode 1 1,281 tok
agent-era/devteam Run a team of local coding agents in your terminal. Launch multiple Claude Code, Codex or 264 Claude Code, Codex, OpenCode 2 4,175 tok
divinevideo/divine-mobile 264 Claude Code, Codex, OpenCode 6 18,458 tok
isaac-sim/IsaacAutomator Isaac Workstation in the Clouds ☁️ 264 Claude Code, Codex, OpenCode 2 1,037 tok
microsoft/clarity-agent Distill intent. Surface failure modes. Keep the plan current. 264 Codex, OpenCode 1 2,335 tok
prassanna-ravishankar/repowire repowire.io May the agents talk . Connect Claude Code, Opencode, Codex, Pi across projects, across mac 264 Claude Code, Codex, OpenCode 6 2,977 tok
SaberOnGo/public-domain-books-translation Public domain books translation project 264 Claude Code, Codex, OpenCode 6 4,714 tok