How real projects configure their agents

45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
daijx-ai/skillwitness daijx66-crypto.github.io Validate Agent Skills and prove exactly what each runtime path does—and does not—show. 2 Codex, OpenCode 1 275 tok
ShiftinBits/constellation-claude docs.constellationdev.io Codebase Understanding for Claude Code 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,172 tok
NexusOne23/noid-privacy-workstation noid-privacy.com 🛡️ Fully-hardened Security & Privacy OS based on Fedora 44 + GNOME · for Dev, Admin, Crea 2 Codex, OpenCode 1 4,259 tok
drabaioli/cdd A human-in-the-loop SDLC workflow for building real software with Claude Code. Bake in bes 2 Claude Code 14 3,774 tok
mehboobali98/rmine mehboob.dev Redmine CLI in Go, built for two callers: a developer at a terminal and a coding agent. Sh 2 Claude Code 1 58 tok
kevintu2007/project-kickoff-foundation Define project foundations before implementation with a reusable Agent Skill for Codex, Cl 2 Codex, OpenCode 1 249 tok
ShawnBaek/kindle-weekly-letter Automated weekly Kindle newsletter — AI research agents collect articles daily, compile in 2 Claude Code 6 802 tok
aelaguiz/aimgr AI account and browser manager for Codex, Claude, Pi, and OpenClaw operator workflows. 2 Claude Code, Codex, OpenCode 2 1,347 tok
paarangat/finzo Local-first personal finance tracking, powered by the AI subscription you already have. Yo 2 Claude Code, Codex, OpenCode 2 159 tok
joryeugene/tripod Tripod packages an engineering philosophy, enforcement hooks, and curated skills into a Cl 2 Claude Code 1 2,544 tok
Najeebullah3124/awesome-claude-universe Curated monorepo: 70+ Claude Code, MCP, skills & tooling snapshots + MANIFEST. For R&D and 2 Claude Code 1 —
olegmrponsao34-boop/model-switcher Model Switcher — portable AI model manager for OpenCode, Claude Code, Codex CLI, Cursor, V 2 Codex, OpenCode 1 718 tok
njfio/rs-agent-code-utility Workspace-pinned local code KB + MCP bridge giving AI coding agents AST-precise, ranked, t 2 Claude Code, Codex, OpenCode 7 6,024 tok
Koukyosyumei/h5i-ctx2img h5i.dev Render agent context as images. Same text, ~60–75% fewer tokens. 2 Claude Code, Codex, OpenCode 8 1,328 tok
sepivip/claude-code-visualizer cckeys.work Interactive, terminal-styled trainer to master the Claude Code CLI — playground, cheatshee 2 Claude Code 1 747 tok
berekvolgyipeter/dotclaude Personal Claude Code config — rules, skills, commands, agents, and hooks symlinked into ~/ 2 Claude Code 1 —
AlexKorWeb/llm-wiki Self-maintaining LLM knowledge wiki (Karpathy-style, no vector DB) + Telegram ingest bot. 2 Claude Code 2 1,742 tok
alimobrem/openshift-platform-skills AI Agent Skills for OpenShift Platform Engineering — Shipwright builds, Tekton pipelines, 2 Claude Code, Codex, OpenCode 2 1,064 tok
nrflo/nrflo nrflo.com Self-hosted workflow engine for AI-powered apps. Orchestrate agents, Python scripts, valid 2 Claude Code, Codex, OpenCode 8 1,662 tok
iandexter/dotfiles Various configuration files 2 Claude Code 1 —
mgallet92i/waterfall mgallet92i.github.io Multi-agent specification-driven development (SDD) framework for Claude Code 2 Claude Code, Codex, OpenCode 3 3,174 tok
aquaflamingo/ctxd Local context and code index for AI coding agents like claude code, gemini 2 Claude Code 1 25 tok
dbhq-uk/outlook-graph-skill dbhq.uk Microsoft 365 mail and calendar skill for Claude Code and Codex, plus PST archives into se 2 Claude Code, Codex, OpenCode 1 687 tok
HOKlNG/zzon-doc Claude Code plugin that turns your codebase into interactive, dependency-free architecture 2 Claude Code 1 14,674 tok
MarkDonish/round-table-workspace markdonish.github.io Local-first round-table review workflow for AI coding agents: /room exploration, /debate r 2 Claude Code, Codex, OpenCode 6 1,299 tok
Maximumsoft-Co-LTD/claude-flightdeck Portable AI-workflow control plane for Claude Code — one install.sh ships specialized agen 2 Claude Code 1 1,657 tok
djterry15-afk/coworkos-template A file-based ICM workspace template for cross-domain work with an AI coding agent. The str 2 Claude Code 1 2,125 tok
ImYourBoyRoy/Portable_Web_toolkit Portable Astro + Cloudflare toolkit with versioned skills for Codex, Cursor, Claude, and A 2 Codex, OpenCode 1 1,539 tok
0STG0T/kaggle-kernel-tools Claude Code skills for interacting with remote Kaggle Jupyter kernels via WebSocket 2 Claude Code 1 290 tok
lopes/foxglove Automatically generate decoy files. 2 Codex, OpenCode 1 1,749 tok
yi427/Cloister Terminal-first, profile-governed Apple container environments for Codex and Claude Code wi 2 Codex, OpenCode 1 268 tok
egorus1/ask-a-senior The AI tool that refuses to help you. 2 Claude Code 1 1,121 tok
hannsxpeter/godplans Plan everything before anything. One command turns an idea or an existing codebase into an 2 Codex, OpenCode 1 1,185 tok
elanthus/agentic-preflight Stops your coding agent from pushing unverified work. Your agent does the reviewing; a sta 2 Claude Code, Codex, OpenCode 2 851 tok
Wandererer/codebeacon pypi.org Source code AST analysis and AI context generation — unified multi-framework knowledge gra 2 Claude Code, Codex, Cursor, OpenCode 3 1,670 tok
ytubecoder/codex-in-claude Claude Code skill for iterative plan review with Codex, Grok, or both as a mediated counci 2 Claude Code 1 2,188 tok
jark006/NoLidSleep Gai Gai never sleeps; Agents keep working. Shut the lid. Agents keep coding. 2 Claude Code 1 773 tok
cmg8431/claude-dejavu npmjs.com 🔮 Claude Code antipattern detector & auto-patcher — learns from session logs, patches CLA 2 Codex, OpenCode 1 589 tok
ambystechcom/AmbyKit ambykit.ambystech.io Spec-Driven Development framework that helps AI coding assistants build better software — 2 Claude Code, Codex, OpenCode 2 1,492 tok
EdwardAThomson/LLM-Remote-Runner Execute CLI tasks remotely through a secure web interface with real-time streaming output 2 Claude Code 1 1,986 tok
mpaarating/ai-workflow-kit AI-powered workflow automation skills for Claude Code, Cursor, Codex, and more. Automate t 2 Codex, OpenCode 1 493 tok
vinnysaj/ClaudeBar Check your Claude Code usage right in your macOS status bar and switch between accounts ea 2 Claude Code 1 165 tok
php-workx/fuse A local firewall for AI agent commands 2 Claude Code, Codex, OpenCode 2 2,996 tok
tonyfadel23/skill-inspector Parse, visualize, and audit SKILL.md agent instruction files as interactive DAGs — Claude 2 Claude Code 1 346 tok
AaronCarney/pass-the-baton Save your Claude Code session at a context-fill threshold and resume it on the next sessio 2 Claude Code 8 —
AdamManuel-dev/prompt-template-engine Automated Prompt Optimization System for Cursor, Claude Code, VS Code, and anything else 2 Claude Code 1 —
moviendome/Shippy moviendo.me Assign a GitHub issue, wake up to a PR. Autonomous agent in ~630 lines of bash — cron, flo 2 Claude Code 1 410 tok
tk-wxy/apc.md A markdown-based memory system for AI agents — stop re-explaining and re-debugging across 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 644 tok
alexander-akhmetov/programmator Autonomous Claude Code orchestrator that executes multi-task plans without supervision. 2 Claude Code, Codex, OpenCode 2 483 tok
1shooperman/claude-env brandonshoop.com Claude Environment Manager 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 323 tok