How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
siddhantparadox/codexmanager 108 Codex, OpenCode 1 1,279 tok
butttons/dora dora-cli.dev CLI built for AI agents to help navigate codebases better. An alternative to grep/find/glo 108 Claude Code, Codex, OpenCode 2 833 tok
Nayjest/ai-microcore A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps. 108 Claude Code, Codex, OpenCode 2 1,486 tok
cohen-liel/hivemind cohen-liel.github.io One prompt. A full AI engineering team. Go lie on the couch. 🧠 108 Claude Code, Codex 79 1,103 tok
liyuqin606-del/packrehearsal packrehearsal-release-gate.lylylyqlyq.chatgpt.site Turn npm, Python, and Rust release evidence into bounded Codex maintenance tasks. 108 Codex, OpenCode 1 608 tok
AbdelStark/worldforge abdelstark.github.io Harness framework to build world model based workflows for physical AI systems. 108 Claude Code, Codex, OpenCode 9 12,727 tok
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 108 Claude Code, Codex, Cursor 16
Gerstep/positioning-plugin 15-minute AI-agent positioning session for startups: forced choices, a sub-30-word stateme 108 Claude Code, Codex, OpenCode 1 260 tok
nebrass/hve-video-director AI-powered video production pipeline for Claude Code, Github Copilot, Codex, Cursor, OpenC 108 Claude Code, Codex, GitHub Copilot, OpenCode 3 15,798 tok
dosco/aithy aithy.dev A personal AI agent that can work safely on your machine, remember useful context, and kee 108 Claude Code, Codex, OpenCode 18 1,311 tok
papadopouloskyriakos/agentic-chatops kyriakos.papadopoulos.tech 3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Age 108 Claude Code, Codex, OpenCode 2 29,780 tok
peakflo/20x peakflo.ai Self-improving Agent orchestrator for all knowledge work 108 Codex, OpenCode 1 6,580 tok
docdyhr/mcp-wordpress MCP Server to manage a Wordpress CMS system. 108 Claude Code, Codex, OpenCode 2 2,772 tok
idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros 108 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 39,470 tok
dtzp555-max/ocp Turn your Claude Pro/Max subscription into an OpenAI-compatible API for your IDEs and devi 108 Claude Code, Codex, OpenCode 11 20,602 tok
compozy/kb 108 Claude Code, Codex, OpenCode 31 4,062 tok
benavlabs/vibe-check Security checklist for vibe coded apps. AI rules file + automated audit + manual verificat 108 Codex, OpenCode 1 1,071 tok
eigenweltlabs/legalwork eigenweltlabs.com LegalWork, a local computer-use agent for law firms, by Eigenwelt Labs. Review, redline, a 108 Codex, OpenCode 1 593 tok
runloom/pier pier.codes See at a glance which of your open AI terminals are waiting for you. Claude Code and Codex 108 Claude Code, Codex, OpenCode 2 17,261 tok
Hmbown/Wizards-of-the-Ghosts Unofficial Hermes Agent skill pack built from fantasy spell and skill names 107 Claude Code, Codex, OpenCode 2 1,841 tok
shahsagarm/sagarshah.dev sagarshah.dev Portfolio site, fully vibe coded. Next.js 16 + React 19 + Tailwind v4 on Vercel 107 Claude Code, Codex, OpenCode 2 2,258 tok
sirquy/bestie bestieagent.com Local-first AI action assistant for operators: memory, skills, tools, and permission gates 107 Codex, OpenCode 1 1,098 tok
LearnPrompt/skillrush-town learnprompt.github.io Skillrush Town: daily ClawHub Top100 snapshots and potential AI skill radar 107 Claude Code, Codex, OpenCode 2 722 tok
chengzhongwei/Prompt-sensei Local-first prompt coach for Claude Code and Codex that improves prompts, observes prompti 107 Claude Code, Codex 1 2,015 tok
Metabuilder-Labs/tokenjam tokenjam.dev Token Efficiency For AI Agents 107 Claude Code, Codex, OpenCode 2 8,110 tok
EvotecIT/DesktopManager DesktopManager is a C# library and PowerShell module that allows to get and set wallpapers 107 Codex 2
mr-karan/hodor Agentic code reviewer for GitHub PRs and GitLab MRs. Multi-step reasoning with autonomous 107 Codex, OpenCode 1 1,103 tok
rubenmarcus/ralph-starter ralphstarter.ai Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with sourc 107 Claude Code, Codex, OpenCode 5 2,117 tok
jordan-edai/codex-reset-watcher Local-first macOS menu bar app for Codex usage limits and reset credits. 107 Codex, OpenCode 1 2,331 tok
t1112000/tutor-management-app MyClass — open-source private tutoring management (students, schedules, bills, VN timezone 107 Claude Code, Codex, OpenCode 2 1,806 tok
cisco-foundation-ai/fully-automated-prompt-optimization An self-improvement suite for optimizing chains with Claude Code 107 Claude Code, Codex, OpenCode 11 1,485 tok
canonical/workshop ubuntu.com Workshops are secure, fast, and composable development environments that come agent-ready. 107 Claude Code, Codex, GitHub Copilot 9 1,312 tok
joelhooks/agent-secrets 🛡️ Portable credential management for AI agents — Age encryption, session leases, killswi 107 Claude Code, Codex, OpenCode 2 1,828 tok
aaddrick/attention-control Air traffic control discipline for agent output. Written for a reader with ADHD. 107 Claude Code, Codex, Gemini CLI, OpenCode 3 4,631 tok
Jmiao11/bili-music Bili Music is a desktop music player built with Tauri v2 + Rust that uses Bilibili's music 107 Codex, OpenCode 1 4,449 tok
changkun/wallfacer wf.latere.ai Chat, specs, tasks, and code. An autonomous engineering platform. Full autonomy when you t 107 Codex, OpenCode 1 202 tok
wlsdks/ontology-atlas ontologyatlas.com Understand what your codebase builds, why it is structured that way, and what a change cou 107 Claude Code, Codex, OpenCode 40 3,011 tok
NanoNative/nano tiny java tool - back to basics! 107 Claude Code, Codex, OpenCode 2 1,716 tok
Polydile/dile-components dile-components.com Custom elements catalog for all kind of projects and frameworks. 106 Codex, OpenCode 1 997 tok
zhensherlock/sp500-mcp-server sp500-mcp.vercel.app An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with to 106 Claude Code, Codex, OpenCode 3 1,550 tok
osvauld/osvauld osvauld.com Fully open-source, end-to-end encrypted, peer-to-peer application suite. 106 Claude Code, Codex, OpenCode 16 2,889 tok
soba-labs/langchain-agent-skills A collection of agent-optimized LangChain, LangGraph and LangSmith skills for AI coding as 106 Claude Code, Codex, OpenCode 2 2,635 tok
gofenix/nex Nex – A minimalist web framework for indie hackers and startups 106 Codex, OpenCode 1 565 tok
cameroncooke/mcpli 106 Claude Code, Codex, OpenCode 2 2,061 tok
bit-of-a-shambles/open-tender-watch Rails 8 app monitoring public procurement to detect corruption risk patterns across Portug 106 Codex, OpenCode 1 5,528 tok
CatChen/knowledge-wiki-template 106 Claude Code, Codex, OpenCode 9 740 tok
AgentToolkit/altk-evolve agenttoolkit.github.io Self improving agents through iterations 106 Codex, OpenCode 1 1,057 tok
liangdabiao/exa-research-mcp-skill skillhub.cn AI-powered enterprise and market research tool based on Claude Code and the Exa search eng 106 Claude Code, Codex, OpenCode 9 1,867 tok
leosssvip-dot/remotion-ad-video-skill Create Remotion ad video projects from a URL with an AI coding agent, no video-generation 106 Codex, OpenCode 1 1,321 tok
olibartfast/neuriplo-infer C++ app for computer vision inference, supporting multiple tasks and backends. 106 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,281 tok