How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
gszr/lunar a Lua-scriptable experimental coding harness 10 Codex, OpenCode 1 459 tok
runtimenoteslabs/memory-layer Persistent memory for AI coding agents with outcome-based learning 10 Claude Code 13
KevinYoung-Kw/robust-llm-wiki Research-backed schema framework for maintaining Karpathy-style LLM Wikis with robust inge 10 Claude Code 1 514 tok
minhlucvan/notebookmd pypi.org The notebook for AI agents. Write Python. Get Markdown reports. 10 Claude Code 6 1,402 tok
openshift-hyperfleet/kartograph openshift-hyperfleet.github.io Enterprise-Ready Bi-Temporal Knowledge Graph Platform 10 Claude Code, Codex, OpenCode 3 1,823 tok
codeready-toolchain/tarsy Intelligent Site Reliability Engineering agent for automatic alert processing 10 Claude Code, Codex, OpenCode 2 1,357 tok
zhangyu94/humanfile Declare boundaries for coding agents with .human files. 10 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,003 tok
openafw/agentzt openguardrails.com Zero Trust for AI Agents 10 Claude Code 1 1,360 tok
macromania/agentop Outcome-focused parallel agent desktop application that replaces chat-driven AI workflows 10 Claude Code, Codex 15
microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale build.microsoft.com Engineering patterns for taking AI agents to production — deployment, tools, memory, long- 10 Codex, GitHub Copilot, OpenCode 2 1,029 tok
jeremylongshore/perception-with-intent perception-with-intent.web.app AI-powered news intelligence with 8 Vertex AI agents monitoring 50+ sources. Real-time exe 10 Claude Code, Codex, OpenCode 2 3,243 tok
toolate28/SpiralSafe spiralsafe.pages.dev SpiralSafe is self-maintaining, inherently coherent reposystem | Documentation, code, and 10 Claude Code, GitHub Copilot 3 2,489 tok
TaoELi/FermiLink fermilink.org FermiLink: AI Agent Framework for Multidomain Autonomous Scientific Simulations and Optimi 10 Codex, OpenCode 1 315 tok
happyhqdotcom/happyhq happyhq.com HappyHQ is the AI workspace for everyday work. 10 Claude Code 1 299 tok
hackyguru/clawcage clawcage.hackyguru.com Air-gapped Linux VM on your Mac for running Open Claw and other AI agents 10 Claude Code, Gemini CLI 2 7,193 tok
d-oit/rust-2026-template d-oit.github.io Best practice 2026 Rust GitHub repository template with AGENTS.md, .agents/skills/, CI/CD, 10 Claude Code, Codex, Gemini CLI, OpenCode 4 1,912 tok
uwzis/UniSpec Spec-driven development (SDD) for agents, all in a docker-like interface with your own cus 10 Claude Code 1
solvela-ai/solvela solvela.ai Solana-native AI agent payment infrastructure. AI agents pay for LLM API calls with USDC-S 10 Claude Code, Codex, OpenCode 4 6,632 tok
microsoft/Build26-BRK240-build-context-aware-agents-from-data-to-decisions build.microsoft.com Resources for designing agents with Foundry IQ, Fabric IQ, and Work IQ — search across org 10 GitHub Copilot 1 578 tok
philipp-lm/ViableOS viableos.dev Organize your AI agent teams with the Viable System Model. The missing organizational laye 10 Claude Code 1 1,027 tok
sign-protocol/sign-tools Reference implementations and utilities for SIGN (Sigil Intelligence Graph Notation) — sig 10 Codex, GitHub Copilot, OpenCode 2 1,235 tok
glyahh/ai-generate-code Evidence-driven AI software synthesis and verifiable artifact delivery platform with state 10 Cursor 1
agentii-ai/blog-tech-kit kits.agentii.ai Spec-driven toolkit for building authority blogs with AI agents. Define content strategy, 10 Claude Code, Codex, OpenCode 1 3,473 tok
muneebhashone/auren-content Multi-LLM content strategy dashboard — research-grounded weekly social calendar for X, Lin 10 Claude Code, Codex, OpenCode 2 79 tok
nanocoai/nanoclaw-telegram NanoClaw Telegram channel integration 10 Claude Code 31 948 tok
ashtanko/compose-android-template 📱 A simple GitHub template to quickly set up an Android project using Kotlin and Jetpack 10 Claude Code, Codex, OpenCode 2 833 tok
cooco119/djk-research 10 Claude Code 1 857 tok
aurehub/skills A collection of reusable Agent Skills for AI coding agents 10 Claude Code, Codex, OpenCode 2 1,795 tok
enricai/leerie Leerie is a graph-engineered task driver for Claude Code. One prompt. Finished, committed, 10 Claude Code 1 8,000 tok
Kalapaja/Kalatori Kalatori daemon to handle chain-to-webstore interaction 10 Claude Code, Codex, OpenCode 3 2,134 tok
crazynomad/apple-podcast-downloader A comprehensive Claude Code skill for searching, browsing, and downloading podcast episode 10 Claude Code 1 1,075 tok
melihbozkurt10/fivem-dev-plugin Claude Code Plugin for Server or Script Development in Fivem 10 Cursor 1 3,472 tok
abvijaykumar/deep-agents-langchain-blog 10 Codex, OpenCode 1 145 tok
hidumou/xsh-info-card SupSub financial information card production pipeline · JSON → Jinja2 → PNG 10 Claude Code 2 443 tok
ain3sh/droid-session-explorer dsx: fast CLI + TUI to search and analyze your Factory Droid sessions (SQLite+FTS5 index, 10 Claude Code, Codex, OpenCode 2 1,443 tok
iClawApp/iClaw iclaw.digital An agent with isolated memory and isolated folders. Hand it a project and it stays inside 10 Codex, OpenCode 1 4,501 tok
the-missing-pink/ai-repository-security-baseline A baseline configuration and guidelines for securing source code repositories, covering br 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,110 tok
phretor/cybersecurity-speaker-coach An AI agent skill that coaches cybersecurity professionals to design and deliver outstandi 10 Claude Code 1 307 tok
DamiMartinez/scrapeagent Open source web scraping multi-agent system implemented with Google ADK 10 Claude Code 1 816 tok
cuongtl1992/vibe-skills The Skills collection for Claude Code 10 Claude Code 1 806 tok
bravew/trove Open-source plugin marketplace for AI coding assistants — write skills once, ship to Claud 10 Claude Code 1 1,737 tok
yufengliu15/kotoba Generate vocabulary flashcards with LLMs reliably and accurately 10 Codex, OpenCode 1 302 tok
Minh-Tam-Solution/tinysdlc Minimal agent orchestrator for AI coding — 8 SDLC roles, separation of duties, security ha 10 Claude Code, Codex, OpenCode 7 5,934 tok
snoozeweb/snooze Snooze - Log aggregation and alerting 10 Claude Code, Codex, OpenCode 2 7,072 tok
sous-chefs/emacs supermarket.chef.io Development repository for the emacs cookbook 10 Codex, OpenCode 1 795 tok
zackiles/git-corporation-template Your corporation in a repo, optimized for AI. Manage all legal record keeping requirements 10 Codex, OpenCode 1 1,315 tok
arfct/chronology-watchface 10 Codex, OpenCode 1 2,976 tok
jinexus-framework/jinexus-framework-skeleton framework.jinexus.com JiNexus Framework Skeleton for jinexus-mvc projects 10 Codex, OpenCode 1 1,694 tok
vltansky/skills A collection of Agent Skills for Claude Code, Cursor, Codex and other coding agents 10 Claude Code, Codex, OpenCode 2 627 tok
Kylrix/kylrix kylrix.space Build, ship and think in one living agentic workspace 10 Codex, OpenCode 1 2,418 tok