How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
jeonghwanko/onesub npmjs.com Server-side receipt validation for react-native-iap. Apple StoreKit 2 + Google Play Billin 12 Claude Code, Codex, OpenCode 3 7,623 tok
ianphil/chamber chmbr.dev Genesis Mind Interface — desktop chat UI for Genesis agents 12 Claude Code, Codex, GitHub Copilot, OpenCode 12 4,696 tok
lance0/nbox crates.io Terminal UI, CLI, and MCP server for NetBox — fast search, IPAM lookups, and device contex 12 Codex, OpenCode 1 5,508 tok
eschnou/gepetto gepetto.sh A minimalistic cli-based Operator 12 Claude Code 1 561 tok
agentis-tools/ctx docs.agentis.tools 🧠 ctx is a queryable world model of a codebase, built to ground and govern the language m 12 Claude Code, Codex, OpenCode 2 881 tok
kinglegendzzh/GitHave githave.com An AI-powered code repository assistant 12 Claude Code 1 819 tok
racecraft-lab/Paddock racecraft-lab.github.io AI software factory control plane for GitHub issue-driven autonomous workflows, isolated a 12 Claude Code, Codex, OpenCode 2 11,280 tok
jiuge2467/dsh-studio A modern DeepSeek Harness (DSH) full-stack enhancement workstation, multi-source MCP visua 12 Claude Code, Codex, OpenCode 13 3,562 tok
jayminwest/burrow OS-isolated sandbox runtime for coding agents 12 Claude Code, Codex, OpenCode 3 3,397 tok
kodustech/kodus-installer kodus.io Install Kodus AI Agents in your own infra. 12 Claude Code 1
SolaceProducts/solace-broker-mcp Production MCP server for the Solace broker 12 Claude Code 8 739 tok
PieceOfFall/jdbg Debug Java like an agent: persistent runtime sessions, safe JDI inspection, jdb fallback, 12 Claude Code, Codex, OpenCode 2 7,567 tok
kitlangton/behold behold.kitlangton.dev A local-first Markdown workspace for presenting agent work and collecting browser feedback 12 Codex, OpenCode 1 1,116 tok
seleniumboot/selenium-boot seleniumboot.com The Spring Boot of Selenium — conventions and sensible defaults for Java test automation, 12 Claude Code 1 1,848 tok
u9401066/med-paper-assistant u9401066.github.io Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from 12 Claude Code, Codex, GitHub Copilot, OpenCode 50 8,475 tok
mingtheanlay/charon Stop manually editing config files every time you test a different API key or endpoint. Sa 12 Codex, OpenCode 1 1,393 tok
haha2345/awesome-wow-335-dev Bilingual, Agent-readable development knowledge base for WoW 3.3.5a and AzerothCore 12 Codex, OpenCode 1 783 tok
simonlpaige/commonweave simonlpaige.com An open-source blueprint for the peaceful transition to a post-scarcity, ecologically sust 12 Codex, GitHub Copilot, OpenCode 2 1,827 tok
vgmakeev/katana Source-free architecture maps and deterministic polyglot refactoring for AI coding agents 12 Codex, OpenCode 1 397 tok
daytona/clients daytona.io Official SDKs, API clients, and CLI/MCP tools for Daytona, the secure and elastic infrastr 12 Claude Code, Codex, OpenCode 3 987 tok
devfullcycle/mba-ia-dev-workflow 12 Claude Code, GitHub Copilot 14 4,948 tok
ShothikTest/claude-code-src Claude Code CLI full source — made public 2026-03-31 (github.com/nirholas/claude-code) 12 Claude Code, GitHub Copilot 2 1,106 tok
wildcat-finance/skills get in loser, we're building god 12 Claude Code, Codex, OpenCode 3 5,397 tok
codacy/codacy-skills 12 Claude Code, Codex, OpenCode 2 1,241 tok
mohamed-benoughidene/openreview-cli Privacy-first open-source contract review CLI. Multi-agent AI pipeline strips PII locally 12 Claude Code, Codex, OpenCode 12 4,082 tok
IvanMurzak/Unity-AI-Cinemachine ai-game.dev MCP Tools for Unity Cinemachine — author and edit virtual cameras with AI. 12 Claude Code 1 917 tok
rudraptpsingh/figbridge rudraptpsingh.github.io Figma → Code (HTML/CSS/Tailwind/tokens), read by any AI agent via MCP. Free, local, no Dev 12 Claude Code, Codex, OpenCode 3 3,386 tok
druide67/asiai Multi-engine LLM benchmark & monitoring CLI for Apple Silicon 12 Codex, OpenCode 1 2,032 tok
dcc-mcp/dcc-mcp-houdini pypi.org SideFX Houdini adapter for the DCC Model Context Protocol 12 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,070 tok
davila7/claude-with-skills claude-with-skills.vercel.app Claude With Skills Course 12 Claude Code 1 1,038 tok
yuesf/multi-writing-skills Multiple writing skills supporting platforms such as WeChat Official Accounts, Zhihu, and 12 Claude Code 1 505 tok
pPrecel/pkup-gen Simple tool to generate PKUP report 12 Claude Code 1 678 tok
Rezenders/scientific_writing_agent Template repo with agent's configuration for working in scientific papers 12 Claude Code, Codex, OpenCode 2 3,489 tok
JasonYANG170/ch57x-dev-skill AI skill for WCH CH57X series main controller development. 12 Codex, OpenCode 1 1,090 tok
radres/call-me Let your AI agents call and text your actual iPhone — Claude Code plugin + agent skill 12 Claude Code 1 1,872 tok
grapeot/tavily-skill Agent-oriented Tavily search and extract CLI with stable JSON output 12 Codex, OpenCode 1 285 tok
Toadoum/ai-research-skill 12 Codex, OpenCode 1 224 tok
imgproxy/imgproxy-js-core imgproxy.net imgproxy-js-core package is designed to be used as part of framework-specific packages and 12 Claude Code 1
ryancramerdesign/AgentTools Enables AI coding agents to access ProcessWire’s API and provides a database migration sys 12 Claude Code, Codex, OpenCode 2 2,476 tok
dhy365-creator/codex-third-party-subagents Use third-party and Chinese model APIs as bounded Codex subagents while keeping Codex as t 12 Codex, OpenCode 1 518 tok
CES-Ltd/TitanClip ces-ltd.github.io AI Company Orchestration Platform — Deploy governed teams of autonomous AI agents with Run 12 Codex, OpenCode 1 216 tok
slb350/news-llama AI-powered news curation engine with personalized source discovery 12 Claude Code 1 5,080 tok
juanje/agentic-buddy A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context 12 Claude Code, Cursor 13 200 tok
dengxu11111/dual-ai-paper-coach Claude Code writes the paper. Codex CLI independently reviews it. Together they produce a 12 Claude Code, Codex, OpenCode 10 3,597 tok
Abilityai/abilities High-quality Claude Code plugins from Ability.ai 12 Claude Code 1 1,935 tok
RogerReed/agentlens marketplace.visualstudio.com Agentic AI monitoring and observability — OTEL traces and local log files from Copilot, Cl 12 Claude Code 1 85 tok
lifeos-plus/lifeos-cli Terminal-native LifeOS with an optional local Web UI for tasks, notes, habits, schedules, 12 Codex, OpenCode 1 1,011 tok
lefinepro/ocawe Workflow automation as simple as taking notes 12 Codex, OpenCode 1 382 tok
edimuj/tokenlean Lean CLI tools for AI agents and developers - reduce context, save tokens 12 Claude Code 1 583 tok
ruah-dev/ruah-orch 12 Claude Code, Codex, GitHub Copilot, OpenCode 9 508 tok