How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
madviking/headless-pm This is a simple headless project management system that helps coordinate several instance 347 Claude Code, Codex, OpenCode 2 6,215 tok
richkuo/go-trader Crypto trading bot — backtesting, paper trading, live trading with risk management 347 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,178 tok
receptron/mulmoclaude Multi-modal Claude Code Client 347 Claude Code 17 4,323 tok
mvilanova/intervals-mcp-server Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.i 347 Codex, OpenCode 1 292 tok
linhay/harmony-next.skills 🚀 Expert guidance for HarmonyOS NEXT (API 12+) development. Covers IDE operations, perfor 347 Codex, OpenCode 1 46 tok
Noi1r/beamer-skill A Claude Code skill for creating, compiling, reviewing, and polishing academic Beamer LaTe 347 GitHub Copilot 1 1,448 tok
ferdousbhai/investor-agent A Model Context Protocol server for building an investor agent 347 Claude Code, Codex, OpenCode 2 224 tok
pnsk-lab/saizeriya Saizeriya Protocol Implementation of server and client 346 Codex, OpenCode 2 23 tok
ginobefun/deep-reading-analyst-skill A professional Claude AI skill for deep reading analysis 346 Claude Code 1 2,231 tok
jihe520/mindpocket mindpocket.top Open-source, free, multi-platform, one-click deploy, AI Agent–integrated personal bookmark 346 Claude Code, Codex, OpenCode 13 1,933 tok
zksecurity/zkbugs bugs.zksecurity.xyz Reproduce ZKP vulnerabilities 346 Claude Code, Codex, OpenCode 3 997 tok
starbaser/ccproxy Build mods for Claude Code: Hook any request, modify any response, /model "with-your-custo 346 Claude Code, Codex, OpenCode 2 8,195 tok
Charlie85270/Dorothy dorothyai.app Dorothy, the wife your AI agents needs. 346 Claude Code, Codex 4 259 tok
mylxsw/typeflux typeflux.app Typeflux is a macOS menu bar voice input tool built with Swift. It is designed for a fast 346 Claude Code, Codex, OpenCode 2 2,616 tok
smart-mcp-proxy/mcpproxy-go mcpproxy.app Supercharge AI Agents, Safely 346 Claude Code, Codex, OpenCode 2 4,432 tok
Nanako0129/TokenBar tokenbar.nyanako.com AI token usage & quota monitor for the macOS menu bar — native Swift, Liquid Glass, 3D con 346 Claude Code, Codex, OpenCode 2 763 tok
devcxl/mattpocock-skills-zh Chinese translation of Matt Pocock's skill collection — natural Chinese with original tech 346 Claude Code, Codex, OpenCode 2 1,072 tok
daneden/daneden.me daneden.me 🏡 This is my website. There are many like it, but this one is mine. 345 Claude Code 1 799 tok
beevibe-ai/beevibe beevibe.ai The agent-native OS for companies. 345 Claude Code 1 2,886 tok
anylineorg/anyline doc.anyline.org Dynamically register and switch data sources at runtime, automatically generate SQL (DDL/D 345 Claude Code, Codex 1
19-84/redd-archiver online-archives.github.io A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggre 345 Claude Code 1 4,429 tok
schmitech/orbit Self-hosted AI gateway for private RAG, natural-language data access, and tool-calling age 345 Claude Code 1 1,234 tok
Infatoshi/netherite 345 Codex, OpenCode 1 4,665 tok
NTCoding/claude-skillz Random Claude skills for common, simple programming tasks 345 Claude Code, Codex, OpenCode 3 1,157 tok
dirge-code/dirge Dynamic Intent Resolution Grounding Engine 345 Claude Code, Codex, OpenCode 5 1,233 tok
benchflow-ai/benchflow benchflow.ai Research infra for creating RL environments, post-training, and evals. 345 Claude Code, Codex, OpenCode 10 1,674 tok
wassermanproductions/motion-previs-studio wassermanproductions.com Open-source desktop app for AI-film motion, depth, pose, and camera-move previsualization. 345 Codex, OpenCode 1 1,568 tok
jiaran-king/Re-Zero---Starting-LLM- 345 Codex, OpenCode 1 1,467 tok
Shopify/rubydex shopify.github.io A high-performance static analysis toolkit for Ruby 345 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,351 tok
awizemann/harness awizemann.github.io AI-driven user testing for iOS Simulator, macOS apps, and web apps. Write a goal in plain 344 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,968 tok
ucam-eo/geotessera Python library for the Tessera embeddings 344 GitHub Copilot 1 2,194 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 344 Claude Code, Codex, Cursor, OpenCode 13 274 tok
PrismorSec/prismor prismor.dev Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue t 344 Claude Code, Codex, OpenCode 2 4,780 tok
contentful/contentful-migration 🚚 Migration tooling for contentful 343 Codex, OpenCode 1 833 tok
elbwalker/walkerOS walkeros.io Open-source tag manager for developers 343 Claude Code 1 93 tok
drivelineresearch/autoresearch-claude-code Autonomous experiment loop skill for Claude Code — port of pi-autoresearch 343 Claude Code, Codex, OpenCode 2 555 tok
CL-ML/open-collider A semantic collision engine for non-trivial LLM idea generation. Operationalizes Koestler' 343 Claude Code 3
context-hub/generator docs.ctxllm.com CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or 343 Claude Code 1 1,585 tok
laraowl/laraowl laraowl.mintlify.site open-source, self-hosted monitoring platform for Laravel. Track requests, exceptions, data 343 Claude Code, Codex, Gemini CLI 8 5,078 tok
databrickslabs/ontobricks Transforms Databricks Unity Catalog tables into a materialized knowledge graph, with ontol 343 Claude Code, Codex, Cursor, OpenCode 3 1,975 tok
NVlabs/SimFoundry Modular and Automated Scene Generation for Policy Learning and Evaluation 343 Codex, OpenCode 1 4,224 tok
AnkRoot/Augment-BYOK 342 Codex, OpenCode 1 6,287 tok
aminueza/terraform-provider-minio registry.terraform.io Terraform provider for MinIO and S3-compatible storage (R2, B2, Hetzner, Spaces) — buckets 342 Codex, OpenCode 1 6,389 tok
andrea9293/mcp-documentation-server MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • 342 GitHub Copilot 1 1,147 tok
Jennyee1/AcademicAgent jennyee1.github.io ScholarMind - Multimodal Academic Research Agent for the LLM Agent domain | Multimodal Aca 342 Claude Code 1 1,321 tok
steveyegge/vc VC - AI-orchestrated coding agent colony 342 Claude Code 1 5,866 tok
AnnenkovLabs/girl-agent oss.girl-agent.com An AI girl with human-like behavior: sleep, mood, schedule, memory, relationship stages, a 342 Claude Code, Codex, OpenCode 2 1,375 tok
getsentry/vitest-evals npmjs.com A vitest extension for running evals. 342 Claude Code, Codex, OpenCode 2 635 tok
Utopai-Research/pai-pro Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent. 342 Claude Code, Codex, OpenCode 4 4,594 tok
10xChengTu/Mux0 mux0.com A native macOS terminal built on libghostty. Workspaces, tabs, and split panes for your re 342 Claude Code, Codex, OpenCode 20 3,609 tok