How real projects configure their agents

22,053 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
grisuno/LazyOwn reddit.com LazyOwn RedTeam/APT Framework is the first RedTeam Framework with an AI-powered C&C, featu 227 Claude Code, Codex, OpenCode 2 15,189 tok
vinikjkkj/zapo zapo.to 🧩 Lightweight, high-performance TypeScript library for the WhatsApp Web protocol, built f 227 Claude Code, Codex, OpenCode 2 12,947 tok
ThHanke/ontosphere thhanke.github.io Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL en 227 Claude Code, Codex, OpenCode 2 3,803 tok
marianfoo/mcp-sap-docs 227 Claude Code, Codex, OpenCode 2 1,586 tok
changexbc/workbuddy-switch WorkBuddy / CodeBuddy CLI account-switching desktop app (Tauri), with points expiration mo 227 Codex, OpenCode 1 440 tok
vitorbaptista/shellshare shellshare.net Live terminal broadcasts 226 Claude Code, Codex, OpenCode 3 5,794 tok
kaptinlin/jsonschema Go library for JSON Schema Draft 2020-12 validation with enhanced outputs and multilingual 226 Claude Code, Codex, OpenCode 3 2,212 tok
fy0/CodeKanban Manage all your terminals and ai coding agents from one unified page. 226 Codex, OpenCode 1 689 tok
jimmykane/quantified-self quantified-self.io Analyze your data from Garmin, Suunto, Coros to one centralized app 226 Claude Code, Codex, OpenCode 7 1,062 tok
qualixar/superlocalmemory superlocalmemory.com Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608 226 Codex, GitHub Copilot, OpenCode 2 1,462 tok
bitrouter/bitrouter bitrouter.ai The context-aware model router that learns & adapts to your long-horizon coding agent work 226 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,657 tok
serejaris/personal-corp-os Personal Corp OS — manage a personal company through AI agents: tasks out of your head, de 226 Claude Code, Codex, OpenCode 2 599 tok
changeroa/StyleGallery describe useful style patterns 226 Codex, OpenCode 1 1,840 tok
keta1930/agent-graph Agent Graph is a Multi-Agent System built on the principles of Context Engineering 226 Claude Code, Codex, OpenCode 2 520 tok
CodyBontecou/health-md apps.apple.com Source code of Health.md 226 Claude Code, Codex, OpenCode 5 1,148 tok
Dicklesworthstone/frankensqlite Independent ground-up Rust reimplementation of SQLite with concurrent writers and informat 226 Codex, OpenCode 1 11,727 tok
duckdb/duckdb-r r.duckdb.org The duckdb R package 225 Claude Code, Codex, OpenCode 6 482 tok
Melvynx/aiblueprint aiblueprint-docs.vercel.app AIBlueprint CLI for setting up Claude Code configurations 225 Claude Code, Codex, OpenCode 3 1,261 tok
codemonkey85/PKMDS-Blazor pkmds.app PKMDS: Pokémon Save Editor for Web (no support for game hacks) 225 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,037 tok
spkane/freecad-addon-robust-mcp-server spkane.github.io The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon 225 Codex, OpenCode 1 20,335 tok
oyorf/person_dashboard Xiaodai AI Workbench 225 Codex, OpenCode 1 340 tok
symposium-dev/symposium symposium.dev AI the Rust Way 224 Claude Code, Codex, OpenCode 3 225 tok
antdigital-ai/agentic-ui agentic.antdigital.ai 224 Codex, Cursor, OpenCode 24 9,544 tok
ttalkkak-lab/opencode-contexty A plugin that adds context engineering to OpenCode — context visualization, architecture s 224 Claude Code, Codex, OpenCode 2 881 tok
sondera-ai/sondera-coding-agent-hooks Hooking implementations and supporting tools for various coding agents (Claude, Cursor, Ge 224 Claude Code, Codex, OpenCode 3 1,505 tok
PramodDutta/qaskills qaskills.sh QA Skills Directory QA Skills is a curated directory of testing-specific skills for AI cod 224 Claude Code, Codex, OpenCode 2 8,138 tok
streamlit/agent-skills A collection of agent skills for development of Streamlit apps. 224 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,428 tok
Piebald-AI/splitrail splitrail.dev Fast, cross-platform, real-time token usage tracker and cost monitor for Claude Code / Cod 223 Claude Code, Codex, OpenCode 8 363 tok
smthdagg/wificalling-location-gateway Fail-open OpenWrt WLOC location gateway PoC with auditable multi-agent development workflo 223 Codex, OpenCode 1 2,270 tok
first-fluke/fullstack-starter deepwiki.org Production-ready fullstack monorepo template with Next.js, FastAPI, Flutter, Terraform, an 223 Claude Code, Codex, OpenCode 8 3,600 tok
icoretech/airbroke airbroke.icorete.ch 🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher 222 Claude Code, Codex, OpenCode 2 1,101 tok
steipete/tmuxwatch tmuxwatch.com A simple TUI to watch tmux sessions 222 Codex, OpenCode 1 2,085 tok
validatedev/BrewServicesManager A macOS menu bar app for managing Homebrew services 222 Claude Code, Codex, OpenCode 2 1,327 tok
eastlondoner/mineflare 221 Claude Code, Codex, OpenCode 2 6,460 tok
noctalia-dev/legacy-v4-plugins Noctalia's official plugins 221 Codex, OpenCode 1 3,069 tok
ozgurcd/gograph gograph.identuum.ai Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents de 221 Codex, OpenCode 1 439 tok
uber/submitqueue SubmitQueue is a high-performance speculative merge queue that keeps your trunk consistent 221 Claude Code, Codex, OpenCode 2 8,603 tok
lobu-ai/lobu lobu.ai Open-source control plane and runtime for organisational agents: shared company context, i 221 Claude Code, Codex, OpenCode 7 3,087 tok
huacnlee/omamail huacnlee.github.io Omarchy mail plugin with Gmail, HEY and IMAP supports. 221 Claude Code, Codex, OpenCode 5 11,068 tok
codesstar/loci Memory Palace for AI — persistent memory, identity, and multi-project orchestration for Cl 221 Claude Code, Codex, OpenCode 5 16,362 tok
BytePioneer-AI/clawmate Add a warm, personable companion to OpenClaw. 220 Claude Code, Codex, OpenCode 2 2,652 tok
vixues/LeAgent vixues.com.cn Open-source desktop AI agent that gets work done — plans & self-corrects, agentic visual w 220 Codex, OpenCode 1 6,799 tok
HexRaysSA/rax rax is a CPU emulator that checks its own work. 220 Codex, OpenCode 1 11,897 tok
liyingsong99/AIBridge AI Unity development harness that combines project-local workflows, AIBridge Skills, CLI a 220 Codex, OpenCode 1 1,512 tok
fluxcd/agent-skills fluxcd.io Skills to transform AI Agents into GitOps Engineers 220 Claude Code, Codex, OpenCode 2 823 tok
aigorahub/elves aigorahub.github.io Autonomous multi-batch development skill for Claude Code and Codex. They work while you sl 220 Codex, OpenCode 1 3,949 tok
Yanyutin753/LambChat lambchat.com LambChat — Enterprise Agent Infra for governed AI agents. Skills + MCP powered, Loop Agent 219 Claude Code, Codex, OpenCode 2 6,660 tok
danshapiro/kilroy 219 Claude Code, Codex, OpenCode 4 2,776 tok
theexperiencecompany/gaia-ui ui.heygaia.io Beautifully designed components for building AI Agents 🌎 219 Claude Code, Codex, OpenCode 3 2,960 tok
mubaidr/gem-team mubaidr.github.io Turn AI coding into an engineering process. 219 Claude Code, Codex, OpenCode 14 1,442 tok