How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Talibabtou/website-shower Let your AI agent find the tasks hiding between ‘it works’ and ‘it’s clean’. 1 Codex, GitHub Copilot, OpenCode 2 532 tok
sodam-ai/SoDam-Prompt-Eng Korean writing skill collection for beginners new to AI + create your own skills — Claude 1 Claude Code, Codex, OpenCode 2 190 tok
thereal-baitjet/santos-audit-api santosautomation.com Scores any public URL on whether AI agents can discover, understand, call, and trust it. M 1 Claude Code, Codex, OpenCode 4 159 tok
Haris0059/ibu-mcp mine.ibu.edu.ba MCP server for International Burch University (IBU) student information system — query gra 1 Claude Code, Codex, OpenCode 7 1,063 tok
X-Gunner/codeigniter-mcp npmjs.com MCP server for scaffolding a CodeIgniter-style PHP framework (MVC + Services/Repository). 1 Codex, OpenCode 1 2,139 tok
Ali-Rashidi-80/Rynix AI-native systems language: canonical syntax, Zero-GC escape path, colorless fibers, MCP/L 1 Claude Code, Codex, OpenCode 2 1,555 tok
astandrik/gravity-ai-ui gravity-ai.ydb-qdrant.tech AI interface generator that validates model output and renders trusted Gravity UI componen 1 Codex, OpenCode 1 586 tok
GabrielV-Engineer/AILIENANT Ailienant is a structured engineering agentic OS for VS Code. No vibe coding or unauditabl 1 Claude Code, Codex, OpenCode 2 6,360 tok
SciScend/antigravity-scribe sciscend.com An Antigravity (VSCode) extension that capture agents thinking, tool calls & artifacts to 1 Claude Code, Codex, Gemini CLI, OpenCode 4 32 tok
cetridr/cetridr Rule the deep — a single-window command center for DeepSeek Harness agents 1 Codex, OpenCode 1 922 tok
SparkElf/deepseek-harness-plus deepseek.com DeepSeek Harness Plus: timely fixes for upstream bugs, early features, practical extension 1 Claude Code, Codex, OpenCode 2 3,673 tok
sitanshukr08/Aegisdesk Enterprise Autonomous IT Intelligence — A deterministic, multi-agent LangGraph swarm with 1 Codex, OpenCode 1 630 tok
rhishi99/hermes-model-auto-switch rhishi99.github.io Keeps a working coding model configured for Hermes Agent: FCM cross-provider routing + NVI 1 Codex, OpenCode 1 820 tok
sergeiwallace/ai-cli-utils A unified session management and orchestration toolkit for agentic AI CLI clients: Claude 1 Claude Code, Codex, Gemini CLI, OpenCode 4 2,294 tok
itonx/ai-model-comparison Comparing Claude Opus 4.5/4.6, Gemini Flash 2.5/Pro 2.5/Pro 3.0, and GPT Codex 5.2/5.3 for 1 Codex, Gemini CLI, OpenCode 2 302 tok
aboalrejal-ai/skills skills-jade-six.vercel.app modular AI skills for Claude Code, Cursor, Windsurf, Copilot & Gemini CLI — the largest op 1 Codex, OpenCode 1 75 tok
smartsheet/smartsheet-sdk-tests Mock test suite for all language SDKs 1 Claude Code, Codex, OpenCode 4 705 tok
sumulige/sumulige-claude npmjs.com Universal Agent Harness - Transform Claude Code & Codex into intelligent, memory-aware dev 1 Claude Code, Codex, OpenCode 55 6,196 tok
Lianye-Scythe/scythe-context-mcp npmjs.com No longer maintained. Local code search, import navigation, and bounded context for coding 1 Codex, OpenCode 1 356 tok
NAZCAMEDIA/claude-code-config 1 Claude Code, Codex, OpenCode 2 10,229 tok
V-Songbird/slag A sandbox marketplace of plugin experiments. 1 Claude Code, Codex, OpenCode 4 1,871 tok
Soju06/knowpatch LLM knowledge cutoff compensator for AI coding agents — corrects outdated versions, deprec 1 Claude Code, Codex, OpenCode 2 633 tok
agntdev/skills 1 Codex, OpenCode 1 1,481 tok
venomwise/skill-factory This repository is a skill factory for AI coding agents, enabling teams to systematically 1 Claude Code, Codex, OpenCode 2 4,845 tok
attaxr/attaxr-seo-pipeline AI-powered SEO content pipeline — keyword research, competitor scraping with Browser Use, 1 Codex, GitHub Copilot, OpenCode 2 2,402 tok
yangtuooc/awesome-agents-md 8 AGENTS.md rules forged from ~60B tokens by a Vercel Next.js team engineer (Marcos Hernan 1 Codex, OpenCode 1 217 tok
AlfonsoM0/cortex-md 🧠 Zero-dependency persistent memory for AI coding agents. Just Markdown. No servers, no d 1 Codex, OpenCode 1 1,880 tok
agoodkind/tack Node based PM anything tool 1 Claude Code, Codex, OpenCode 2 5,029 tok
rrpauls/hermes-esra Evolutionary Self-Recursive Architecture for Hermes Agent — meta-skills, OODA, smart orche 1 Codex, OpenCode 1 1,764 tok
thiago-ss/pi-agent-config Thiago's shareable Pi agent configuration for Pi 1 Codex, OpenCode 1 511 tok
mmchonggames/mmchong-init-skill Skill for coordinating agent development in the project. 1 Claude Code, Codex, OpenCode 3 977 tok
mori-shin-x/fullstack-bun-sample 1 Codex, OpenCode 1 1,600 tok
jbdamask/McBrain Claude Cowork implementation of Andrej Karpathy's LLM Wiki idea 1 Codex, OpenCode 1 333 tok
qte77/gha-issue-triage AI-powered issue triage GitHub Action: duplicate detection, relevance scoring, feasibility 1 Claude Code, Codex, OpenCode 2 1,308 tok
uddin-rajaul/brain-os-template LLM-managed memory vault template. Persistent knowledge base for AI coding assistants (Cla 1 Claude Code, Codex, OpenCode 2 531 tok
jiayong1008/context-router Four markdown files that let any AI agent navigate your notes vault. Your AI interviews yo 1 Claude Code, Codex, OpenCode 2 781 tok
nitra/7n-rules nitra cursor rules 1 Claude Code, Codex, Cursor, OpenCode 30 3,227 tok
phuoctrung-ppt/ai-sdlc-workflow An agentic workflow framework & software development for the Cursor 1 Claude Code, Codex, Cursor, OpenCode 60 3,346 tok
kksudo/AgentFS Scaffold your Obsidian vault as a filesystem-based OS for AI agents. Single source of trut 1 Claude Code, Codex, Cursor, OpenCode 3 2,645 tok
HappyDoggyAI/superui SuperUI is an agent-agnostic skill set for frontend UI workflows. It is not a single promp 1 Claude Code, Codex, Gemini CLI, OpenCode 3 391 tok
roymondliao/samsara An agentic skills framework 1 Claude Code, Codex, OpenCode 3 335 tok
duongnguyen321/ag-skills duonguyen.site Agent Configuration Guide / Hướng Dẫn Cấu Hình Agent 1 Claude Code, Codex, GitHub Copilot, OpenCode 47 766 tok
imisic/claude-marketplace ivanmisic.net Claude Code plugin marketplace: senior-review role lenses, dev-workflow generators, anti-s 1 Claude Code, Codex, OpenCode 2 1,552 tok
Simidas/dsh-compat dshstack.online Inspect and compile Claude Code and Codex plugins into auditable DeepSeek Harness bundles. 1 Codex, OpenCode 1 456 tok
2xapi/2Xapi.com-GPT-image-MCP-Server GPT-image-MCP-Server 1 Codex, OpenCode 1 1,436 tok
wulusai2333/mimo-vision DeepSeek Harness (DSH) native plugin — describe_image tool: a vision bridge (image → mimo- 1 Codex, OpenCode 1 1,454 tok
afriemann/md-mcp 1 Claude Code, OpenCode 10 —
zach-source/claude-mailbox MCP mailbox for cross-talk between concurrent Claude Code sessions — beads-backed presence 1 Claude Code, Codex, OpenCode 5 2,152 tok
Okam-AS/deckhand MCP server on a Mac that boots iOS simulators & Android emulators for any branch/PR and re 1 Claude Code, Codex, OpenCode 6 8,547 tok
coelhobugado/antigravity-browser-bridge Beta native Chrome and MCP bridge for Antigravity agents, built on Vercel agent-browser 1 Codex, OpenCode 1 2,259 tok