How real projects configure their agents

23,733 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
LaohuAD/laohu-ai-visual runninghub.ai $0.047/s or ¥0.3/s seedance2 low price 26 Codex, OpenCode 1 8,377 tok
CWNU-Open-Source-Community/DeepSeekMeter macOS menu bar app that monitors your DeepSeek account balance & token usage in real time 26 Codex, OpenCode 1 3,490 tok
mahirozdin/alliswell Open-source, self-hosted productivity hub: tasks, projects, notes, urgent reminders and tw 26 Claude Code, Codex, OpenCode 9 2,069 tok
voidmatcha/e2e-skills voidmatcha.art Playwright and Cypress E2E testing skills for AI agents. Generate Playwright tests, review 26 Claude Code, Codex, OpenCode 2 6,284 tok
raytone-lab/agentcanvas A visual UX configurator and scaffold generator for Agent frontends. 26 Codex, OpenCode 1 1,585 tok
baizhiheizi/enjoy_player player.enjoy.bot 26 Claude Code, Codex, Cursor, OpenCode 52 2,221 tok
riesbri/dshline dshline.xyz Terminal-native frontend for DeepSeek Harness with real scrollback; a direct, in-process c 26 Codex, OpenCode 1 6,810 tok
vogellacompany/eclipse-mcp-server vogellacompany.github.io MCP server for Eclipse 26 Codex, OpenCode 1 9,589 tok
Dicklesworthstone/dwarf_fortress_mcp A semantic, transactional, replayable MCP control plane that lets autonomous AI agents ope 26 Codex, OpenCode 1 3,977 tok
takiAA/twitter-scraper-mcp Twitter/X MCP server for AI agents: search, timelines, threads and profiles via local twsc 26 Codex, OpenCode 1 276 tok
LBurny/cadpilot CADPilot is an MCP server that lets AI clients (ClaudeCode, OpenCode, DSH, ZCode) pilot Fr 26 Codex, OpenCode 1 23,210 tok
aotemiao/artemis An out-of-the-box Spring Cloud microservices foundation with built-in DDD/COLA layering, o 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,757 tok
geebos/v2ex-stats V2EX coin earnings visualization extension — makes your V2EX coin earnings easy to underst 26 Claude Code, Codex, OpenCode 2 74 tok
thomasnormal/codex-auto-continue Auto-continue utility for Codex + tmux 26 Codex, OpenCode 1 655 tok
loonghao/rez-next Experimental Rust rewrite of Rez package manager core components. Not for production use. 26 Claude Code, Codex, Gemini CLI, OpenCode 8 4,070 tok
0x7067/claude-jev Claude Code plugin: Jev for rule checks, verbatim compaction, and prompt routing 26 Claude Code, Codex, OpenCode 9 3,723 tok
AndreaGriffiths11/annotation-overlay Draw on your screen. Works over anything. 26 Codex, OpenCode 1 1,112 tok
cram2/cognitive_robot_abstract_machine cram2.github.io A cognitive architecture for the entire stack of robotics 25 Claude Code, Codex, OpenCode 3 5,439 tok
linmy666/madcop Your desktop AI partner that actually knows you. It watches the files you edit and the com 25 Codex, OpenCode 1 4,515 tok
publisher-skill/publisher Publish HTML frontend games to the AI Game MCP platform. 25 Codex, OpenCode 1 1,801 tok
Zulut30/Wordpress-skills Professional Agent Skill for building, auditing, testing, and releasing modern WordPress p 25 Codex, OpenCode 1 638 tok
123yongming/ContextFS 25 Codex, OpenCode 1 2,014 tok
robertsfeir/atelier-pipeline Multi-agent orchestration plugin for Claude Code — 10 specialized agents, persistent Brain 25 Claude Code, Codex, OpenCode 11 1,801 tok
myclaude-sh/myclaude-creator-engine myclaude.sh The creation pipeline for Claude Code products — research, create, validate, publish. 13 t 25 Claude Code, Codex, OpenCode 2 4,416 tok
wenet-ec/edge-core Self-hostable Linux and edge fleet-management platform — operate machines behind NAT and f 25 Claude Code, Codex, OpenCode 2 5,922 tok
youdotcom-oss/dx-toolkit Open-source toolkit enabling developers to integrate You.com's AI capabilities into their 25 Claude Code, Codex, OpenCode 4 1,319 tok
howells/arc usearc.vercel.app Agent workflow plugin for Claude Code and Codex that takes projects from idea to reviewed, 25 Claude Code, Codex, OpenCode 2 1,116 tok
prompt-templates/-Legacy-ai-session-governance [Legacy] Harness engineering for AI session continuity — cross-tool handoff governance for 25 Claude Code, Codex, Gemini CLI, OpenCode 3 20,346 tok
michoelchaikin/awesome-netsuite-ai A curated list of awesome NetSuite AI resources, tools, articles, and community contributi 25 Codex, GitHub Copilot, OpenCode 2 1,693 tok
oribarilan/97 Agent skills distilled from the hard-won lessons of world-renowned programmers, in the spi 25 Codex, OpenCode 1 3,931 tok
ai4curation/ai-gene-review ai4curation.github.io Demonstration of AI review of existing functional annotations 25 Claude Code, Codex, GitHub Copilot, OpenCode 23 15,862 tok
BankrBot/tokenized-agents 25 Codex, OpenCode 1 1,200 tok
aave/aave-v4-sdk The official SDK for Aave V4 👻. 25 Claude Code, Codex, Cursor, OpenCode 7 732 tok
Luohaothu/everything-codex Codex version of everything claude code 25 Codex, OpenCode 1 1,067 tok
Canine89/canine-remotion-slide 25 Claude Code, Codex, OpenCode 17 1,815 tok
ChronoAIProject/consensus-rnd A general-purpose consensus-based R&D skills library — a multi-perspective consensus-build 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,652 tok
vadimcomanescu/codex-skills Installable Codex skills catalog 25 Codex, OpenCode 1 608 tok
MattArtzAnthro/AI-Anthropology-Toolkit The AI Anthropology Toolkit is a suite of computational anthropology tools designed to enh 25 Claude Code, Codex, Gemini CLI, OpenCode 3 4,766 tok
RedHatInsights/insights-mcp An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM 25 Claude Code, Codex, OpenCode 2 3,381 tok
idoforgod/Vibe-learning-AgenticWorkflow Socratic AI Tutor Builder — 21-step agentic workflow for personalized education system 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 39,766 tok
purupurupu/css-noop-checker Chrome DevTools extension that detects CSS properties with no effect 25 Claude Code, Codex, OpenCode 7 3,972 tok
ai4curation/curation-skills Claude skills for a variety of curation and knowledge-based tasks. We currently have 3 ski 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 101 tok
yayxs/awesome-x-claude-code Tweets about Claude Code on Twitter / X 25 Codex, OpenCode 1 315 tok
serejaris/sereja.tech sereja.tech Blog about AI agents, vibe coding, and Claude Code patterns 25 Claude Code, Codex, OpenCode 2 3,695 tok
ChaosRealmsAI/NextFrame AI Video Engine — Turn structured data into videos. JSON timeline → Scene components → HTM 25 Claude Code, Codex, OpenCode 2 1,487 tok
rufolangus/AAOSP Agentic Android Open Source Project (AAOSP) — Android fork with native LLM system service, 25 Codex, OpenCode 1 6,233 tok
recailai/jockey A high-performance, open-source Multi-Agent Collaboration Platform built with Tauri, Rust, 25 Claude Code, Codex, OpenCode 2 3,716 tok
m0ast-git/repo-canvas Local semantic project map with live agent work and session navigation 25 Claude Code, Codex, OpenCode 2 826 tok
xinxin7/claw-shield The governance layer for AI agents — monitor reasoning, audit tool calls, and secure the l 25 Codex, OpenCode 1 2,046 tok
URaux/ArchViber Visual architecture editor + AI code generation via Claude Code / Codex CLI 25 Claude Code, Codex, OpenCode 7 79 tok