How real projects configure their agents

43,636 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
eliavamar/repositories-wiki 20 Codex, OpenCode 1 170 tok
berabuddies/puffer puffer-orpin.vercel.app 20 Codex, OpenCode 1 2,940 tok
arcprime-ip/patent-prompts 20 Codex, OpenCode 1 572 tok
arctan303/creator.skill blog.arctan.top Multi-skill agentic product delivery system 20 Codex, OpenCode 12 2,166 tok
tiny-flowlab/novel-studio-copilot-cli AI-powered multi-agent novel creation system for GitHub Copilot CLI 20 Claude Code, Codex, OpenCode 27 1,574 tok
project-koku/koku-metrics-operator Operator to obtain OCP usage data and upload it to koku. 20 Claude Code, Codex, OpenCode 5 1,124 tok
waynesutton/convex-mcp-visual npmjs.com Schema visualizer and dashboard tools for exploring Convex databases. Opens interactive br 20 Claude Code, Codex, OpenCode 2 1,433 tok
rickicode/patchright-browser MCP server for browser automation via Patchright. Multi-profile Chromium, headed/headless, 20 Codex, OpenCode 1 686 tok
apiad/aegis apiad.github.io The meta-harness that brings real agentic collaboration as a first-class citizen 20 Codex, OpenCode 1 720 tok
validatedpatterns/docs validatedpatterns.io Validated Patterns documentation 20 Codex, OpenCode 1 2,421 tok
sanjeed5/cursor-slidev sanjeed5.github.io Make slides using Cursor. Sample slides below: 20 Claude Code, Codex, OpenCode 23 3,324 tok
ChrisRomp/copilot-bridge Bridge GitHub Copilot CLI to messaging platforms (Mattermost, Slack, etc.) 20 Codex, OpenCode 1 2,205 tok
iowarp/clio-core Harnessing distributed, tiered storage for context management 20 Claude Code, Codex, OpenCode 12 10,919 tok
KitTheFox123/workspace Kit's open-sourced agent workspace 🦊 - SOUL.md, memory, knowledge, scripts 20 Codex, OpenCode 1 628 tok
vvvvvivekkk/LLM-Wiki-v3 20 Codex, OpenCode 1 1,507 tok
rmedranollamas/research-cli Gemini Deep Research Agent CLI 20 Claude Code, Codex, OpenCode 2 549 tok
dawangcoding/ClawUI Cross-platform desktop client for OpenClaw — built-in Gateway management, onboarding wizar 20 Codex, OpenCode 1 6,103 tok
hyungchulc/memory-forest A verifiable local memory architecture for long-running AI agents 20 Codex, OpenCode 1 195 tok
docker/cagent-action docker.com A GitHub Action for running docker agent AI agents in your workflows. 20 Codex, OpenCode 1 4,717 tok
mnvsk97/agentbreak infrastructure chaos to test the resilience of ai agents 20 Claude Code 1 155 tok
amyotoff/open-pipi Open-source, token-frugal agents for real teams — private memory, shared packs, your hardw 20 Claude Code, Codex, OpenCode 2 486 tok
MedARC-AI/nanopath 20 Codex, OpenCode 1 1,109 tok
agidesigner/five-step-method-skill jogg.ai AI agent skill that teaches "question → delete → simplify → accelerate → automate" before 20 Claude Code, Codex, OpenCode 2 2,674 tok
xrf9268-hue/llm-council-plugin 20 Claude Code, Codex, OpenCode 2 1,588 tok
RayFernando1337/minimal-realtime-kit Minimal, bring-your-own-key GPT Realtime voice agent (Swift/iOS) — spec, plan & starter sn 20 Codex, OpenCode 1 1,871 tok
khaoss85/AI-Team-Orchestrator books.danielepelleri.com Next-generation multi-agent AI platform with autonomous quality gates, real-time thinkin 20 Claude Code 15 4,541 tok
Jason-Cyr/AgenticProductTeam An agentic product lifecycle accelerator. Give it an idea, get a PRD, research plan, desig 20 Claude Code 1 2,057 tok
johndaskovsky/nightshift npmjs.com Long-running unsupervised agent framework 20 Claude Code, Codex, OpenCode 23 2,457 tok
derailed-dash/rickbot-adk Rickbot ADK - a multi-personality chatbot built using Google ADK and Gemini, and leveragin 20 Gemini CLI 1 1,452 tok
kunchenguid/programbench-bench 20 Claude Code, Codex, OpenCode 2 11,045 tok
melodykoh/learning-loop-skill Claude Code skill for capturing and codifying learnings before session ends / context lost 20 Claude Code 1 1,199 tok
balakumardev/perplexity-web-wrapper Use your existing Perplexity subscription with MCP - no API costs. Web wrapper + MCP serve 20 Claude Code, Codex, OpenCode 2 939 tok
chartrambiz/diaMCP An all-in-one MCP server exposing file operations, web search, git operations, shell comm 20 Codex, OpenCode 1 2,200 tok
clashcontrol-io/ClashControl clashcontrol.io clash controle webapp 20 Claude Code 1 5,739 tok
tallesborges/zdx An agentic CLI, built in rust. 20 Codex, OpenCode 1 2,328 tok
Go1c/LumioAgent LumioAgent 20 Claude Code, Codex, OpenCode 4 603 tok
brifl/coding-agent-orchestration Unifying prompt, context, skill, and process management for Claude, Gemini, and Codex. 20 Codex, OpenCode 10 2,470 tok
entrippy/OctoPrint-OctoHue Illuminate your print job and signal its status using a Philips Hue lights. 20 Claude Code 1 1,073 tok
kalenjordan/shopworker 20 Claude Code 1 1,351 tok
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
sekachev/agentic_ai A practical course on Agentic AI, from LLM fundamentals to building autonomous agent syste 20 Codex, OpenCode 1 358 tok
TeacherOp/NoobBook NoobBook the only product every company would need to run with 10x efficiency 20 Claude Code 1 5,267 tok
depixeled-chris/gta7 A from-scratch, browser-based GTA-style 3D open-world driving slice in TypeScript + Three. 20 Claude Code 1 3,425 tok
kirich1409/claude-global-settings Shared settings for Claude Code between my computers 20 Claude Code 1 1,027 tok
mondweep/sparc-evolution Evolution of the SPARC methodology 20 Claude Code 37 8,669 tok
dbmcco/shell-scenario-panel Claude Code-powered Shell scenario planning system with multi-specialist consultation 20 Claude Code 6 5,680 tok
SYZ-Coder/prd-spec-workspace Converts product requirements into documents that AI can understand (input supports images 20 Codex, OpenCode 1 1,712 tok
saturngod/Waing AI Agent ဝိုင်းတော်သားများ 20 Claude Code, Codex, OpenCode 2 1,710 tok
opensource-together/ost-linker opensource-together.com Linker : OST's recommender-system, AI powered. 20 Claude Code, Codex, OpenCode 2 2,141 tok
adrielp/ai-engineering-harness Provides a harness for various different AI agent for harness context engineering 20 Claude Code, Codex, OpenCode 2 2,852 tok