How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
QVMConsole/QVMConsole A virtual machine console for Ubuntu/Debian distributions, designed for both private and p 111 Codex, OpenCode 1 2,177 tok
mikeyobrien/pi-provider-kiro pi extension for Kiro API (AWS CodeWhisperer/Q) — 17 models, 7 families, OAuth via AWS Bui 111 Claude Code, Codex, OpenCode 3 2,064 tok
neondatabase/agent-skills Agent Skills for Neon Severless Postgres 111 Codex, OpenCode 1 4,851 tok
Gingiris-1031/Competitor-analysis-tool analook.com AI competitor analysis backend powering analook.com. Generates competitor teardowns from a 111 Claude Code, Codex, OpenCode 2 772 tok
uni-helper/skills uni-app skills 111 Codex, OpenCode 1 1,877 tok
galiprandi/job-seeker galiprandi.github.io Automate your job search with your favorite coding agent. Skills, guides, and scripts that 111 Claude Code, Codex, OpenCode 15 2,217 tok
Seekers2001/docs-governance A documentation-driven development governance plugin for Claude Code, Codex, and ChatGPT: 111 Claude Code, Codex, OpenCode 2 554 tok
HorusGoul/eslint-plugin-react-render-types ESLint plugin that brings Flow's Render Types to TypeScript via JSDoc. Enforce component c 111 Claude Code, Codex, OpenCode 5 1,242 tok
shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP 110 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 79 13,111 tok
NicoKhaghani/nexus-ai-sdk Nexus AI execution orchestrator and Quest runtime for structured AI workflows. 110 Codex, OpenCode 1 247 tok
mimonelu/klearsky klearsky.pages.dev Klearsky is a web client for Bluesky. 110 Codex, OpenCode 1 1,947 tok
guillaumegay13/fieldflow fieldflow.dev 110 Codex, OpenCode 2 760 tok
sillsdev/FieldWorks software.sil.org FieldWorks is a suite of software tools for language and cultural data, with support for c 110 Claude Code, Codex, GitHub Copilot, OpenCode 96 21,156 tok
dbinky/Pommel 110 Claude Code, Codex, OpenCode 2 2,894 tok
singula-ai/alego Build AI Agents like playing LEGOs. Everything is a Plugin. 110 Claude Code, Codex, OpenCode 21 4,170 tok
bobbylkchao/ai-phone-agent AI Phone Agent: A starter kit to build AI agents that answer real phone calls and talk to 110 Claude Code, Codex, OpenCode 3 833 tok
tanem/svg-injector npm.im :syringe: Fast, caching, dynamic inline SVG DOM injection library. 110 Codex, OpenCode 1 2,213 tok
RebornQ/AnyRouter-Transparent-Proxy A lightweight transparent HTTP proxy service based on FastAPI, designed specifically to so 110 Claude Code, Codex, OpenCode 2 3,108 tok
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 110 Claude Code, Codex, Cursor 16 —
penberg/swarm Manage a swarm of coding agents. 110 Codex, OpenCode 1 109 tok
t1112000/tutor-management-app MyClass — open-source private tutoring management (students, schedules, bills, VN timezone 110 Claude Code, Codex, OpenCode 2 1,806 tok
leosssvip-dot/remotion-ad-video-skill Create Remotion ad video projects from a URL with an AI coding agent, no video-generation 110 Codex, OpenCode 1 1,321 tok
drpwchen/textbook-to-note drpwchen.com Turn your own PDF textbooks into an AI-searchable knowledge base and structured, fully-cit 110 Claude Code, Codex, OpenCode 4 5,120 tok
c0x12c/ai-toolkit 110 Claude Code, Codex, OpenCode 38 6,210 tok
dmccreary/ibook-skills dmccreary.github.io 110 Claude Code, Codex, OpenCode 3 10,002 tok
jdpolasky/ai-chief-of-staff The original AI Chief of Staff built on Claude Code and Obsidian. ADHD prosthetic, open to 110 Claude Code, Codex, OpenCode 8 1,503 tok
nguyenyou/scalex nguyenyou.github.io Scala code intelligence for coding agents. Zero Build Server. Zero Compilation. Just answe 110 Claude Code, Codex, OpenCode 4 209 tok
eunomia-bpf/ActPlane eunomia.dev eBPF Information Flow Enforcement for AI Agent safety, security and effectiveness 110 Claude Code, Codex, OpenCode 6 2,143 tok
slaveOftime/open-relay oly runs coding agents and long-running commands in persistent, supervised terminal sessio 110 Codex, OpenCode 1 1,188 tok
cdavid817/vanehub-ai AI programming agent unified desktop workspace | Desktop hub for managing Claude Code, Cod 110 Claude Code, Codex, Gemini CLI, OpenCode 37 3,751 tok
nathankim0/clean-architecture-skills Clean Architecture and Kent Beck refactoring skills for Claude Code and OpenAI Codex: code 110 Claude Code, Codex, OpenCode 2 1,159 tok
LudicDynamics/WorldLines worldlines.gg Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for 110 Claude Code, Codex, OpenCode 2 4,967 tok
suxrobGM/jobpilot jobpilot.suxrobgm.net An AI agent that applies to jobs for you. It finds openings, tailors your resume, and fill 110 Claude Code, Codex, OpenCode 3 952 tok
rojim666/SztuCode rojim666.github.io Local-first AI coding Agent supporting TUI/desktop clients, tool permissions, session memo 110 Claude Code, Codex, OpenCode 2 571 tok
bman654/clodex Bridge Claude Code to OpenAI models — OpenAI API key or ChatGPT/Codex-plan OAuth 110 Claude Code, Codex, OpenCode 4 4,244 tok
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 110 Codex, OpenCode 1 3,282 tok
opendatahub-io/opendatahub-operator opendatahub.io Open Data Hub operator to manage ODH component integrations 110 Claude Code, Codex, OpenCode 3 794 tok
tswistak/Battery-Monitor Battery Monitor for Android 110 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 219 tok
KalarisLabs/research-agent-skills docs.kalarislabs.com Turn any AI agent into a research co-scientist: 280+ open-source agent skills for literatu 110 Claude Code, Codex, Gemini CLI, OpenCode 5 1,389 tok
csmar432/finai-research csmar432.github.io Evidence-first AI workflow for economic and financial research: literature → identificatio 109 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,636 tok
butttons/dora dora-cli.dev CLI built for AI agents to help navigate codebases better. An alternative to grep/find/glo 109 Claude Code, Codex, OpenCode 2 833 tok
Gerstep/positioning-plugin 15-minute AI-agent positioning session for startups: forced choices, a sub-30-word stateme 109 Codex, OpenCode 1 260 tok
jiahuiqu17/paper-signal Subject-aware minimal-zine image production for Agent Skills: art direction, generation, s 109 Claude Code, Codex, Gemini CLI, OpenCode 3 566 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 109 Claude Code, Codex, OpenCode 2 1,487 tok
smartfrog/opencode-froggy 109 Claude Code, Codex, OpenCode 9 1,030 tok
ezefranca/campeonato-brasileiro-api API simples do Campeonato Brasileiro 109 Claude Code, Codex, OpenCode 3 306 tok
tonylofgren/aurora-smart-home instagram.com Independent Claude Skills for the whole smart home: Home Assistant, ESPHome, Node-RED, cus 109 Codex, OpenCode 1 576 tok
unraid/apprise-go Apprise, Ported to Go 109 Codex, OpenCode 1 306 tok
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 109 Claude Code, Codex, OpenCode 2 3,436 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 109 Claude Code, Codex, OpenCode 5 1,143 tok