How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
tsrigo/dsh-from-scratch dsh-from-scratch.pages.dev A runnable TypeScript tutorial that builds a minimal DeepSeek-style agent harness from scr 12 Codex, OpenCode 1 526 tok
SlanchaAI/wire wireup.net agent-to-agent comms, no vendor in the middle — telephone-exchange protocol for AI agents. 12 Codex, OpenCode 1 4,488 tok
earlyaidopters/marks-pi-harness Mark's pi coding agent harness for fully-local LM Studio models: 14 extensions (visual sel 12 Codex, OpenCode 1 1,680 tok
srikanthmx/hermes-cli-orchestrator Control plane plugin for Hermes Agent — pool many free/cheap model providers + local AI CL 12 Codex, OpenCode 1 4,327 tok
5throck/ai-workspace-standards Master configuration for Vibe Coding and Harness Engineering — workspace standards for Cla 12 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 65 25,149 tok
trvon/pi-loop 12 Codex, OpenCode 1 1,922 tok
code-yeongyu/pi-rules Rule context loader extension for the pi coding agent 12 Codex, OpenCode 1 670 tok
Marco-Joshua/ai-presentation-kit AI presentation creation kit — provide the materials and get slides, a PDF, and a narrated 12 Codex, OpenCode 4 2,573 tok
maxwell2732/codex-r-empirical-research A Codex R pipeline for reproducible empirical research by 朱晨 | Genetic social science rese 12 Claude Code, Codex, OpenCode 38 4,355 tok
GoodProvider/SkyrimNet_SexLab Adds simple SexLab support to SkyrimNet 12 Claude Code, Codex, Cursor, OpenCode 4 2,366 tok
Coding-Dev-Tools/rtk-improved Universal RTK token optimization integration for all 13 supported AI coding agents 12 Codex, OpenCode 1 725 tok
coredo-eu/codex-agent-config Codex instructions and native specialist agent profiles for delegating, verifying, and rec 12 Codex, OpenCode 1 2,152 tok
NewTurn2017/hermes-profile-kit Drop-in Hermes Agent profile kit. Creates four isolated profiles (coder, assistant, resear 12 Codex, OpenCode 1 1,272 tok
hyeongchankim/poneytail 12 Codex, GitHub Copilot, OpenCode 2 1,121 tok
raffertyuy/repo-of-repos 12 Claude Code, Codex, OpenCode 17 2,373 tok
JustinPerea/midjourney-cc-skill A Claude Code skill that learns Midjourney prompt engineering through iterative refinement 12 Claude Code, Codex, OpenCode 10 16,847 tok
Rothschildiuk/context-pack Compact CLI that turns a repository into a high-signal context bundle for coding agents. 12 Codex, OpenCode 1 1,171 tok
mathruffian-dot/taigi-teaching-agent Taiwanese-language teaching materials AI Agent: automatically generates Taiwanese lesson p 12 Claude Code, Codex, OpenCode 2 5,606 tok
sparq-org/sparq sparq-org.github.io sparq is a lightning-fast RDF triplestore and SPARQL 1.1 / 1.2 engine, written in Rust — u 12 Claude Code, Codex, OpenCode 41 47,506 tok
thelocalhoststudio/patrika A notebook-inspired personal publishing theme built with Astro 12 Claude Code, Codex, OpenCode 2 1,519 tok
toonhuysmans/pocket-scion-synth Real-time generative synthesis firmware for the Pocket SCION 12 Codex, OpenCode 1 1,475 tok
openshift/lightspeed-agentic-operator An operator to load the Agentic Lightspeed features of OpenShif 12 Claude Code, Codex, Cursor, OpenCode 12 969 tok
anteriovieira/osc-mcp-server MCP server for controlling digital mixers (Behringer X32, Midas M32, etc.) via OSC 12 Codex, OpenCode 1 2,229 tok
scenario-labs/skills skills.sh Agent Skills for Scenario: image, video, audio, texture, 3D and custom-model workflows ove 12 Claude Code, Codex, OpenCode 4 6,871 tok
aiqinxuancai/e-language-skill AI Agent Skill for Yi Language (e-language) projects. 12 Codex, OpenCode 1 90 tok
brianbell-x/unifi-tools UniFi network management for AI agents: the complete Network API (73 tools) plus a gateway 12 Claude Code, Codex, OpenCode 3 401 tok
Jcorderop02/packet-tracer-mcp MCP server for Cisco Packet Tracer 9 — let Claude/ChatGPT design, build and validate Cisco 12 Codex, OpenCode 1 3,421 tok
voidmatcha/ui-clone-skills Motion forensics for the animated web. A Claude Code & Codex plugin that reverse-engineers 12 Claude Code, Codex, OpenCode 5 2,445 tok
dinglebear-ai/yarr npmjs.com Rust MCP and CLI server for media automation fleets: Sonarr, Radarr, Prowlarr, Tautulli, O 12 Claude Code, Codex, Gemini CLI, OpenCode 4 9,543 tok
adsorgcn/chanlun-engine-skill ilang.app Have AI perform Chan Theory analysis: automatically draw strokes, segments, and centers, m 12 Codex, OpenCode 1 289 tok
halochamp/MCP-LinkGPT An MCP bridge that lets Codex directly query ChatGPT through Browser Use. 12 Claude Code, Codex, OpenCode 2 366 tok
Justinmendezai/The-Adam-Repo justinmendez.ai Bolt this onto your coding agent and build software 12 Claude Code, Codex, OpenCode 2 2,570 tok
0xBakeer/inference-atlas 0xbakeer.github.io A community-owned map of LLM inference engine configurations — benchmarks, evals and cover 12 Codex, OpenCode 1 3,302 tok
777genius/universal-agent-plugins 777genius.github.io Multi-agent CLI to install, update, repair, and remove Agent Plugins 1.0 across Codex/Chat 12 Codex, OpenCode 1 239 tok
harebeats/cannonball Você não começa do zero — chega com impulso. Guarda as peças de site que você já fez e as 12 Claude Code, Codex, OpenCode 2 1,192 tok
ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 608 tok
nmxmxh/foundation A cohesive full stack framework for enhanced web performance and AI collaboration. 12 Codex, OpenCode 1 4,306 tok
TimothyVang/verdict-dfir VERDICT — a DFIR agent (Claude Code as the engine) that produces a signed, offline-verifia 12 Claude Code, Codex, OpenCode 6 8,726 tok
BenchBox-dev/BenchBox BenchBox is a "benchmarking toolbox" that makes it simple to benchmark analyitic (OLAP) da 12 Claude Code, Codex, Gemini CLI, OpenCode 17 2,368 tok
wintersleepAI/swnr The Stars Without Number, Cities Without Number, and Ashes Without Number system for Foun 12 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 3,935 tok
costular/Minitask Minitask is an Android App to create and organise your daily to-do with by minimalist desi 12 Claude Code, Codex, Gemini CLI, OpenCode 15 1,604 tok
ThanabordeeN/ModScan-Pro 12 Codex, Gemini CLI, OpenCode 2 2,450 tok
forztf/open-skilled-sdd Enhancing AI coding assistants through open Spec-driven development (Spec-driven developme 11 Claude Code, Codex, OpenCode 2 2,563 tok
imkohenauser/antigravity-starter-ja A starter template for Google Antigravity IDE, optimized for Japanese development environm 11 Claude Code, Codex, Gemini CLI, OpenCode 3 164 tok
vre/flow-state Flow State - a Claude Plugin Marketplace 11 Claude Code, Codex, OpenCode 2 3,645 tok
chenpg2/kw-engine Methodology evolution engine — distill transferable principles from literature, search by 11 Claude Code, Codex, OpenCode 2 377 tok
AgentSpore/agentspore agentspore.com Platform where AI agents autonomously build, review and deploy real software. Connect any 11 Claude Code, Codex, OpenCode 2 12,511 tok
andrasfe/vulnicheck Python vulnerability scanner & MCP security toolkit. Real-time dependency checking via OSV 11 Claude Code, Codex, OpenCode 2 6,751 tok
mario-hernandez/google-seo-mcp-claude-code The complete Google SEO MCP for Claude Code & Cursor — Search Console + Analytics 4 + 5 cr 11 Codex, OpenCode 1 7,360 tok
dwarvesf/dwarves-kit The control plane for proof-based Claude Code SDLC, built for production teams. Agent loop 11 Claude Code, Codex, OpenCode 2 5,429 tok