How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
XZXZZX-Ai/bilibili-mcp Bilibili MCP tool A Bilibili MCP server 49 Claude Code, Codex, OpenCode 14 1,197 tok
vritser/dsh-emacs An Emacs client for DeepSeek Harness 49 Codex, OpenCode 1 6,210 tok
Engine-Room-Games/after-effects-mcp npmjs.com Control Adobe After Effects with AI — describe the animation you want and it gets built: l 49 Claude Code 2 8,625 tok
petekp/claude-code-setup My forkable Claude Code setup with sync feature 49 Claude Code, Codex, OpenCode 2 476 tok
makoni/select-like-a-boss-for-safari Extension for Safari that allows you to select text inside links. 49 GitHub Copilot 1 725 tok
ash-project/ash_events An event-architecture extension for Ash. 49 Claude Code, Codex, OpenCode 3 1,452 tok
duongductrong/antigravity-kit The essential CLI toolkit for Antigravity 49 Claude Code, Gemini CLI 2 1,067 tok
agentistics/agentistics agentistics.com.br 49 Claude Code, Codex, OpenCode 8 1,344 tok
Flowscape-UI/core-sdk flowscape-ui.github.io Developer-first 2D graphics engine for editors, design tools and infinite canvas applicati 49 Claude Code, Codex, OpenCode 2 4,130 tok
aws-samples/sample-agent-assisted-sdlc 49 Claude Code 1 2,945 tok
tobilg/duckdb-differential Versioned DuckDB databases, locally or replicated through S3, for people and agents 49 Codex, OpenCode 1 3,846 tok
BeyondTheProtocol/polaris El objetivo de Polaris es tener el mejor sistema agéntico para trabajar con mi diagnóstico 49 Claude Code, Codex, OpenCode 58 6,117 tok
voxel51/fiftyone-skills 48 Codex, OpenCode 1 3,276 tok
Eamonnn101/Chinese-LLM-Wiki A knowledge-base scaffold for LLM Agents that progressively compiles raw materials into a 48 Codex, OpenCode 1 1,611 tok
parcadei/ContinuousClaudeV4.7 Continuous Claude V4.7 - Autonomous Evolving Pipelines, RLMs, Cheaper Edits & Reads, Conte 48 Claude Code 17 776 tok
Oakshen/crypto-trading-bot Go-based cryptocurrency quantitative trading agent (imitating the nof1 strategy, leaning t 48 Codex, OpenCode 1 845 tok
Martian-Engineering/maniple MCP server for orchestrating Claude Code or Codex sessions via iTerm2 or tmux 48 Claude Code, Codex, OpenCode 9 1,582 tok
sabertaz/notes notes.tazimi.dev :bookmark: Personal notes: today I learned 48 Claude Code, Codex, OpenCode 4 586 tok
STRRL/shell-now Share your terminal in the browser in seconds. eg. Vibe Coding with Claude Code / Gemini C 48 Claude Code 1 497 tok
emson/claudoro Claudoro: Feature rich Pomodoro timer embedded into Claude Code 48 Claude Code 1 2,720 tok
piotrjura/pm usepm.dev Operating discipline for AI coding agents - persistent memory, enforced workflow, recorded 48 Claude Code 1 —
oneshot-repo/OneShot One prompt. Full delivery. 48 Claude Code, Codex, OpenCode 13 2,231 tok
MiaoDX/intuitive-flow Shared config, skills, and update scripts for Claude Code, Codex. Not more custom and new 48 Claude Code, Codex, OpenCode 3 568 tok
raulgomis/semversioner The easiest way to manage semantic versioning and generate CHANGELOG.md automatically for 48 Codex, OpenCode 1 1,264 tok
LastByteLLC/iClaw geticlaw.com iClaw is a local, native macOS 26+ AI agent 48 Claude Code 1 3,237 tok
syrin-labs/cli docs.syrin.dev Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run i 48 Claude Code 1 3,200 tok
kubony/claude-knowledge-graph Convert Markdown notes into an RDF/TTL knowledge graph for semantic search with SPARQL que 48 Claude Code 5 1,402 tok
lwmxiaobei/xbcode a TypeScript-based CLI coding agent built with OpenAI SDK and Ink 48 Claude Code, Codex, OpenCode 2 1,750 tok
cdalar/onctl onctl.sh 🤖 manage virtual machines 🖥️ in multi cloud ☁️ 48 Claude Code, Codex, OpenCode 3 2,192 tok
Damao/ai_finance_dashboard 48 Codex, OpenCode 1 699 tok
nilenso/storymachine Automate user story creation, in a format suitable for AI agents. 48 Claude Code, Codex, OpenCode 4 664 tok
ithinkihaveacat/dotfiles Shell-related config files and scripts 48 Claude Code, Codex, OpenCode 2 2,431 tok
Atipico1/ai-testing-rules 48 Codex, OpenCode 1 1,399 tok
senaykt/iac-security-scan-skills iac security scan skills for your AI workflows 48 Claude Code, Codex, OpenCode 2 5,177 tok
porthorian/openchat-client OpenChat is a discord alternative that is designed to be self hostable. 48 Codex, OpenCode 1 2,784 tok
WJX20/claude-code Claude Code source can be compiled, run, and deployed locally; the build scripts are compl 48 Claude Code 1 1,640 tok
regenrek/planwithgemini Plan with Gemini CLI and build with Claude Code or Cursor 48 Claude Code 1 —
kittimasak/thai-token-optimizer A Thai token optimization tool for AI coding agents that keeps commands, code, and technic 48 Codex, Gemini CLI, OpenCode 2 812 tok
protokol/solidity-typescript-hardhat-template protokol.com A Template Project To Start Solidity Development With Hardhat and Typescript support. Crea 48 Claude Code 4 782 tok
MarkT1065/wheeler Stock Option Wheel Tracker 48 Claude Code 1 2,739 tok
labs-barkley/barkley-reference-architecture drift-explorer.getbarkley.com Source-available research demonstrator for individual-referenced behavioral intelligence i 48 Claude Code 1 845 tok
OpenAgentPlatform/dive-mcp-host 48 Claude Code 1 1,913 tok
keithrbennett/cov-loupe keithrbennett.github.io Refines Ruby Simplecov test coverage data as CLI, MCP server, and library 48 Claude Code, Codex, Gemini CLI, OpenCode 3 4,009 tok
eugenepyvovarov/MCPbundler mcp-bundler.com 48 Codex, OpenCode 1 1,524 tok
ej31/claude-session-tracker Auto-save every Claude Code session to GitHub Projects. Never lose Prompt & Context again. 48 Claude Code 1 —
first-tree-ai/first-tree-legacy first-tree.ai A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive. 48 Codex, OpenCode 1 673 tok
xxxxxccc/devops-bot Chat-driven AI coding agent — discuss requirements in group chat, get automated code chang 48 Claude Code, Codex, OpenCode 2 1,137 tok
agneym/generate-og-image Generate open graph images with Github Action from Markdown files 48 Codex, OpenCode 1 591 tok
salavender/antigravity-compound-engineering-plugin Non-Official Antigravity IDE compound engineering plugin 48 Gemini CLI 1 1,242 tok
fltman/create-agentic-product 48 Claude Code 9 1,676 tok