How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
felinics/ui 🐱 Felinic design system 12 Codex, OpenCode 1 8,197 tok
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
kh6570/HAbedini-qspice-mcp An MCP server that brings QSpice circuit simulation to AI assistants, design schematics, r 12 Codex, OpenCode 1 2,197 tok
Xiddoc/AndroidAutoX Opening the door to more features of Android Auto, based on Magisk. Successor to AA-AIO-Tw 12 Claude Code, Codex, OpenCode 2 4,780 tok
replikativ/simmis A self-hosted workspace where people and AI agents share one memory: chat, wiki, knowledge 12 Claude Code, Codex 1 5,032 tok
xinvxueyuan/NovelAI-Image-MCP xinvxueyuan.github.io MCP server for integrating NovelAI Image generation into AI agents. 12 Codex, OpenCode 1 6,414 tok
Blackburn-Labs/wiremark wiremark.dev Text-based wireframing format that embeds in markdown like Mermaid. Familiar component nam 12 Claude Code, Codex, OpenCode 2 2,459 tok
LoftyTao/ladybug-tools-mcp Ladybug Tools MCP core publish repository 12 Codex 1 —
rcsb/rcsb-mcp MCP server for RCSB PDB APIs 12 Codex, OpenCode 1 4,177 tok
ihabkhaled/AI-Psychiatry claw-ai.co AI-Psychiatry is a Claude plugin that gives AI coding agents an executive-function layer t 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 54 390 tok
Ygria/poster-grid-inspector Model-agnostic AI poster grid inspector: detect a poster's layout grid system with a visio 12 Codex, OpenCode 1 1,183 tok
harebeats/cannonball Você não começa do zero — chega com impulso. Guarda as peças de site que você já fez e as 12 Claude Code, Codex, OpenCode 2 1,192 tok
Pablo-gitub/optees optees.it Optees is an open-source desktop toolkit for optimization: LP (SciPy/HiGHS), MILP (OR-Tool 12 Claude Code, Codex, OpenCode 2 1,276 tok
iLert/ilert-cli Rust native Alerting and Incident Management on your CLI & favorite Coding Agents 12 Claude Code, Codex, OpenCode 2 39 tok
zycdev/codex-long-jobs Long-running background jobs for OpenAI Codex CLI that run detached without model polling 12 Codex, OpenCode 1 667 tok
alieismy/codex-three-layer-delivery An unofficial, deliverable-driven rules-and-skills framework for Codex-first software R&D. 12 Claude Code, Codex, OpenCode 2 1,538 tok
CoderBhoid/ai-format ai.sednium.com a context boosting file algorithm for better memory of ai agents. 12 Codex, OpenCode 1 602 tok
ScriptedAlchemy/agent-bundle scriptedalchemy.github.io Build portable AI-agent plugin bundles for Codex, Claude Code, and Agent Plugins 12 Claude Code, Codex, OpenCode 2 2,352 tok
tengolabs/killbottleneck killbottleneck.com Free to self-host goal & process maps with an AI advisor, REST API and MCP server — for hu 12 Claude Code, Codex, OpenCode 2 860 tok
IngTian/witness Turns any text stream into a dated history of how its subject changed. Point it at your Cl 12 Claude Code, Codex, OpenCode 2 2,470 tok
ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 608 tok
nmxmxh/foundation A cohesive full stack framework for enhanced web performance and AI collaboration. 12 Codex, OpenCode 1 4,382 tok
ironarachne/ironarachne ironarachne.com The Iron Arachne website 12 Claude Code, Codex, OpenCode 7 4,537 tok
quaywin/agys Effortless multi-profile isolation & real-time quota tracking for Antigravity CLI in Herdr 12 Codex, Gemini CLI, OpenCode 2 1,178 tok
SocialGouv/egapro egapro.travail.gouv.fr Calcul de l'index d'égalité femme‑homme dans les entreprises 12 Claude Code, Codex, OpenCode 7 3,741 tok
BenchBox-dev/BenchBox BenchBox is a "benchmarking toolbox" that makes it simple to benchmark analyitic (OLAP) da 12 Claude Code, Codex, Gemini CLI, OpenCode 16 2,868 tok
costular/Minitask Minitask is an Android App to create and organise your daily to-do with by minimalist desi 12 Claude Code, Codex, Gemini CLI, OpenCode 15 1,604 tok
ThanabordeeN/ModScan-Pro 12 Codex, Gemini CLI, OpenCode 2 2,450 tok
FuZhiyu/superRA An agentic workflow for economic research 12 Claude Code, Codex, Gemini CLI, OpenCode 3 2,367 tok
cxfksword/jellyfin-plugin-tmdbplus TheMovieDb movie metadata plugin 12 Codex, GitHub Copilot, OpenCode 2 2,119 tok
khw1031/glowed Ghostty-oriented terminal TUI Markdown browser/editor 12 Claude Code, Codex, OpenCode 3 1,711 tok
wahidyankf/ose-public oseplatform.com Open source platform for researching and building trustworthy, Sharia-compliant enterprise 12 Claude Code, Codex, OpenCode 5 1,953 tok
better-together-org/community-engine-rails bebettertogether.ca The Better Together Community Engine is an accessible open source community platform that' 12 Claude Code, Codex, GitHub Copilot, OpenCode 16 31,946 tok
iammrduncan/fxbot fxbot.sh fxbot is your bot, built and configured how you want it. 12 Claude Code, Codex, OpenCode 5 3,436 tok
jrullan/ducklab Multi-LLM development harness — local-first, test-gated, honest by construction. Requireme 11 Codex, OpenCode 1 789 tok
vibeinging/YiYi 11 Codex, OpenCode 1 4,053 tok
WildPigKing/codex-project-skill-manager Consent-first workspace governance for Codex: standardize future project locations and lay 11 Codex, OpenCode 1 630 tok
SourceLin/sourcelin-cloud-blog sourcelin.cn AI-native full-stack microservice blog platform | Spring Cloud Alibaba + Vue 3 | Built wit 11 Codex, OpenCode 1 2,895 tok
JSONbored/metagraphed metagraph.sh Bittensor didn't ship with a map. We drew one — chain-direct block explorer, developer reg 11 Claude Code, Codex, OpenCode 2 1,251 tok
imkohenauser/antigravity-starter-ja A starter template for Google Antigravity IDE, optimized for Japanese development environm 11 Claude Code, Codex, Gemini CLI, OpenCode 3 164 tok
oomol-lab/dsh-oomol oomol.com OOMOL Connector for DeepSeek Harness—discover connected apps and execute Actions through p 11 Codex, OpenCode 1 153 tok
konteks/cli npmjs.com A local context graph for AI coding agents. 11 Codex, OpenCode 1 1,050 tok
aegntic/cldcde cldcde.cc The unofficial community hub for Claude Code plugins, skills, extensions, MCP servers, and 11 Claude Code, Codex 40 605 tok
chenpg2/kw-engine Methodology evolution engine — distill transferable principles from literature, search by 11 Claude Code, Codex, OpenCode 2 377 tok
AgentSpore/agentspore agentspore.com Platform where AI agents autonomously build, review and deploy real software. Connect any 11 Claude Code, Codex, OpenCode 2 10,937 tok
andrasfe/vulnicheck Python vulnerability scanner & MCP security toolkit. Real-time dependency checking via OSV 11 Claude Code, Codex, OpenCode 2 6,751 tok
yyu0310/cc-to-grok-bridge Bridge Claude Code → Grok Build: shared rules/skills, hook adapter hard-gates, optional me 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,742 tok
kevin101681/claude-code-dashboard Self-hosted control room for Claude Code and Codex — persistent sessions you can drive fro 11 Codex, OpenCode 1 1,114 tok
Ruso-0/Nreki MCP plugin that saves 50%+ tokens per session for AI coding agents. Validates edits in RAM 11 Claude Code, Codex, OpenCode 2 1,124 tok
SpaceFrontiers/mcp machinelibrary.ai Machine Library by Space Frontiers: citable research retrieval for AI agents across papers 11 Codex, OpenCode 1 684 tok