How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
bamdadd/lintel AI-human engineering platform where AI agents and humans collaborate as teammates to plan, 10 Claude Code 1 5,377 tok
runtimenoteslabs/memory-layer runtimenotes.com 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 1,368 tok
zhangyu94/humanfile Declare boundaries for coding agents with .human files. 10 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,003 tok
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
CodeInfinity1/Stram A proactive, local-first cognitive agent with approval-gated tools, memory, and collectors 10 Codex, OpenCode 1 962 tok
jeremylongshore/perception-with-intent perception-with-intent.web.app Perception watches the web, ranks what matters, and delivers a finite, source-backed signa 10 Claude Code, Codex, OpenCode 2 4,139 tok
happyhqdotcom/happyhq happyhq.com HappyHQ is the AI workspace for everyday work. 10 Claude Code 1 299 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
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
nanocoai/nanoclaw-telegram NanoClaw Telegram channel integration 10 Claude Code 31 948 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 9,561 tok
Kalapaja/Kalatori Kalatori daemon to handle chain-to-webstore interaction 10 Claude Code, Codex, OpenCode 3 2,166 tok
crazynomad/apple-podcast-downloader A comprehensive Claude Code skill for searching, browsing, and downloading podcast episode 10 Claude Code 1 1,075 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 [ARCHIVED] Moved to phretor/skills (plugins/speaker-coach). 10 Claude Code 1 307 tok
bravew/trove Open-source plugin marketplace for AI coding assistants — write skills once, ship to Claud 10 Claude Code 1 1,896 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
LIDR-academy/mobile-facephi Repositorio con el contenido de la Sesion de Mobile de Facephi 10 Claude Code, Codex, OpenCode 12 7,112 tok
z-shell/.github ✨ Z-Shell GitHub Organization 10 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,037 tok
CGSOG-JumpStarts/JumpStart-AutoNav Design thinking agentic engineering framework 10 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 58 8,614 tok
RunanywhereAI/runanywhere-web Starter App created using web-sdk 10 Claude Code, Codex, OpenCode 2 3,147 tok
GabrielEValenzuela/CyberCba2077 10 Claude Code, Codex, OpenCode 2 1,178 tok
adamwstauffer/shidler Templates, assignments, and other material for Adam's Shidler courses 10 Claude Code, Codex, OpenCode 2 3,116 tok
langchain-ai/langchain-azure-js 10 Codex, OpenCode 1 2,110 tok
6529-Collections/6529seize-frontend Seize Platform - Frontend 10 Codex, OpenCode 1 5,827 tok
rcpch/rcpchgrowth-python A python package to produce calculations for all growth issues 10 Claude Code, Codex, OpenCode 2 70 tok
soulcodex/agentic agentic.soulcodex.link Vendor-agnostic AI agent configs with production-minded architecture. Compose once, deploy 10 Codex, OpenCode 1 1,585 tok
asolopovas/winconf 10 Claude Code, Codex, OpenCode 2 383 tok
vieko/bonfire vieko.dev Cross-session, cross-agent memory for AI coding. Your tools forget, but Bonfire remembers. 10 Claude Code, Codex, OpenCode 2 1,253 tok
bsv-blockchain/go-wallet-toolbox Tools for building effective, compliant BRC-100 wallets in Go language. 10 Cursor 1 217 tok