How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
jayanthmb14/forthepeople forthepeople.in India's free, real-time district-level civic transparency platform. 29 dashboards per dist 313 Claude Code 1 1,581 tok
TornLux/UnrealBridge Typed control surface for Unreal Engine that lets AI agents introspect assets, author Blue 313 Claude Code 2 3,525 tok
Signet-AI/signetai signetai.sh Sync and store memories, transcripts, institutional knowledge, and secrets between all of 313 Claude Code, Codex, OpenCode 7 2,249 tok
ARPeeketi/claude-resume-kit Extract your papers once, generate tailored LaTeX resumes for every JD. Anti-fabrication c 313 Claude Code 7 1,387 tok
Keesan12/martin-loop martinloop.com Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accoun 313 Claude Code, Codex, OpenCode 2 1,964 tok
zhimaAi/ChatClaw ichatclaw.com ChatClaw: Get OpenClaw-like knowledge base personal AI agent in 5 mins. Sandbox-secured, u 312 Claude Code, Codex, Cursor, OpenCode 6 4,176 tok
ErlichLiu/claude-agent-sdk-master Learn to build real-world applications with Claude Agent SDK. This tutorial takes you fro 312 Claude Code 1 1,265 tok
dannysmith/tauri-template A production-ready template for building modern desktop applications with Tauri v2, React 312 Claude Code, Codex, OpenCode 2 1,275 tok
PlamenTSV/plamen Autonomous Web3 security audit agent for Claude Code 312 Claude Code 1 1,396 tok
AIOSAI/AIPass aipass.ai Persistent Agent Workspace — AI agents that remember, collaborate, and never start from ze 312 Claude Code, Codex, OpenCode 13 505 tok
AmbroseX/larksnap Feishu / Lark document export browser extension (MV3) — directly exports private-deploymen 312 Claude Code 1 510 tok
plur-ai/plur plur.ai Shared memory for AI agents 312 Claude Code 1 4,928 tok
justrach/codegraff codegraff.com graff — a fast agentic coding harness in Zig: multi-provider, MCP, workflows, DGM evolutio 312 Claude Code, Codex, OpenCode 2 3,524 tok
wb04307201/spring-ai-loom-agent Spring Boot AI Agent — an out-of-the-box solution that makes your app converse, remember, 311 Claude Code 2 16,803 tok
disler/claude-code-is-programmable Scale your compute with Claude Code as a programmable agentic coding tool 311 Claude Code 1 —
fstandhartinger/ralph-wiggum Ralph Wiggum: Autonomous AI coding with spec-driven development. Point your AI agent here 311 Claude Code, Codex, Cursor, OpenCode 5 324 tok
helloianneo/obsidian-ai-second-brain A complete guide to building a personal knowledge base with Obsidian + Claude AI, based on 311 Claude Code 1 1,215 tok
Trendyol/stove trendyol.github.io Stove: The easiest way of writing e2e/component tests for your back-end app (jvm, go, rust 310 Claude Code 1 —
geekjourneyx/jina-cli A lightweight CLI tool wrapping Jina AI Reader API for AI Agents. Fetch and parse any URL 310 Claude Code 1 1,931 tok
daydreamlive/DEMON daydreamlive.github.io DEMON: Diffusion Engine for Musical Orchestrated Noise 310 Claude Code, Codex, OpenCode 2 1,627 tok
jin-bo/agentao agentao.cn Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a C 310 Claude Code 1 11,259 tok
blockscout/frontend eth.blockscout.com Front-end application for Blockscout chain explorer 310 Claude Code, Codex 34 —
techflag/workdsh techflag.github.io A plugin-based Web work platform built on DeepSeek Harness, with global Skill management a 310 Claude Code, Codex, OpenCode 2 1,617 tok
hezo-ai/hezo hezo.ai Your own team of AI agents. Built to deliver. 309 Claude Code, Codex, OpenCode 2 7,909 tok
musistudio/llms A universal LLM API transformation server 309 Claude Code 1 1,046 tok
vivy-company/aizen aizen.win Bring order to your projects, environments, and day-to-day work. 309 Claude Code, Codex, OpenCode 2 2,191 tok
AtomFlow-AI/MoleCode arxiv.org Molecode presents molecules as code and enables LLMs to operate and reason on chemistry di 309 Claude Code, Codex, OpenCode 2 847 tok
nurettincoban/ai-prd-workflow nurettincoban.github.io RFC-driven development for AI coding agents: idea or existing codebase → verified PRD → fe 309 Claude Code, Codex, OpenCode 2 442 tok
dorylab/dory getdory.dev AI-native SQL client for humans and agents. Query, explore, visualize, and open agent data 309 Claude Code, Codex, OpenCode 2 2,454 tok
n9e/fe Nightingale frontend 309 Claude Code, Codex, GitHub Copilot, OpenCode 10 5,926 tok
disler/aider-mcp-server Minimal MCP Server for Aider 308 Claude Code 4 —
cyberchitta/llm-context.py cyberchitta.cc Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization ena 308 Claude Code 1 582 tok
lqs/retrotick retrotick.com 💾 Run .exe in browser — x86/ARM emulator with reimplemented Win32/WinCE/Win16/DOS APIs in 308 Claude Code 1 3,091 tok
0xNyk/lacp nyk.dev Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and 308 Claude Code, Codex, OpenCode 2 5,478 tok
JaredStewart/coderlm Tree-sitter-powered code indexing server that gives LLM agents precise, on-demand access t 308 Claude Code 1 1,481 tok
NateBJones-Projects/ringer Ringer — parallel AI-agent swarm orchestrator. Ringside — its native mission-control HUD. 308 Claude Code 1 —
antithesishq/antithesis-skills AI Skills for Antithesis Users 308 Claude Code, Codex, OpenCode 2 1,025 tok
ling-kong-ran/pisper pisper.cc Multi-agent app for parallel sessions, tools, memory, workflows, desktop, terminal, and mo 308 Claude Code, Codex, OpenCode 2 4,178 tok
newtype-01/obsidian-mcp Obsidian MCP (Model Context Protocol) Server 308 Claude Code 1 2,878 tok
bikeindex/bike_index bikeindex.org All the code for Bike Index, because we love you 308 Claude Code, Codex, GitHub Copilot, OpenCode 19 5,637 tok
amadad/mirofish-cli Multi-agent AI prediction engine - digital sandbox for scenario simulation (fork of 666ghj 307 Claude Code 1 1,098 tok
yuqie6/ProductFlow draw.devbin.de gpt-image-2 image-generation workbench / Self-hosted workbench for AI copy, posters, image 307 Claude Code, Codex, OpenCode 22 1,190 tok
jaytel0/taste taste.jaytel.com Taste skill creation pipeline 307 Claude Code, Codex, OpenCode 2 734 tok
JSONbored/awesome-claude heyclau.de HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets 307 Claude Code, Codex, OpenCode 2 1,458 tok
opanel-mc/opanel opanel.cn A Minecraft server management panel for Paper / Folia / Leaves / Fabric / Forge / NeoForge 307 Claude Code, Codex, OpenCode 4 2,470 tok
nicosuave/memex Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessi 307 Claude Code, Codex, OpenCode 3 67 tok
iamzhihuix/happy-claude-skills 306 Claude Code, Codex, OpenCode 2 948 tok
FradSer/mcp-server-mas-sequential-thinking An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Ag 306 Claude Code 1 1,388 tok
royerlab/napari-chatgpt A napari plugin to process and analyse images with chatGPT! 306 Claude Code 1 1,077 tok
quadrismegistus/prosodic quadrismegistus.github.io Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with 306 Claude Code 2 11,617 tok