How real projects configure their agents

43,547 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
AfterShip/clickhouse-sql-parser Go library and CLI that parses ClickHouse-dialect SQL into a typed AST. Supports lexing, p 251 Claude Code, Codex, OpenCode 2 1,183 tok
zapier/sdk docs.zapier.com Agent-readable docs, verified examples, and skill manifest for @zapier/zapier-sdk 251 Claude Code, Codex, OpenCode 2 2,403 tok
apify/apify-cli docs.apify.com Apify command-line interface helps you create, develop, build and run Apify Actors, and ma 250 Claude Code 1 708 tok
TheColliny/FableClaudeMDForOpus A Fable written Claude MD for Opus/Sonnet to give it some of the quality methodology that 250 Claude Code 1 1,403 tok
ARPeeketi/claude-resume-kit Extract your papers once, generate tailored LaTeX resumes for every JD. Anti-fabrication c 250 Claude Code 7 1,387 tok
entropyvortex/meta-llm-charter Compact operational charter that turns LLM coding agents into disciplined principal engine 249 Claude Code 4 578 tok
different-ai/agent-bank zerofinance.ai CLI-first banking for agents 249 Codex, OpenCode 26 3,487 tok
maslennikov-ig/claude-code-orchestrator-kit 🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, secur 249 Claude Code 70 2,279 tok
ed3dai/ed3d-plugins ed3d.net Ed's repo of Claude Code plugins, centered around a research-plan-implement workflow. Only 249 Claude Code 1 317 tok
aeroxy/chrome-devtools-cli chrome-devtools.gitlawb.app A high-performance, developer and agent friendly CLI for interacting with Chrome via the D 249 Codex, OpenCode 1 1,507 tok
humanstack/vibe-coding-template Ultimate vibe coding full stack template with code context - Build better apps faster with 249 Codex, OpenCode 1 966 tok
gbessoni/seobuild-onpage SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One com 249 Claude Code 1 2,010 tok
pssah4/vault-operator pssah4.github.io Real AI agent for your vault. Coworker, Copilot & thinking partner, that maintains your me 249 Codex, OpenCode 1 1,496 tok
starmynd-org/infinite-brain-os A git-backed operating system for running a business with AI agents. Plain Markdown and YA 249 Claude Code, Codex, OpenCode 26 3,099 tok
mathruffian-dot/claude-code-lazy-packs Claude Code lazy guide: each tutorial video comes with an MD file that you can give to Cla 249 Claude Code 1 567 tok
vendelieu/telegram-bot vendelieu.github.io Telegram Bot API wrapper with handy Kotlin DSL. 248 Codex, Cursor, OpenCode 15 381 tok
contextgeneric/cgp contextgeneric.dev Context-Generic Programming: modular programming paradigm for Rust 248 Claude Code, Codex, OpenCode 2 5,994 tok
mylukin/agent-foreman Stop AI agents from half-building features. Ship complete code in one session. 248 Claude Code 1 805 tok
cequence-io/openai-scala-client cequence.io Scala client for OpenAI API and other major LLM providers 248 Claude Code 1 5,660 tok
choyiny/saasmail xyspace.dev Self-hosted email server for SaaS teams on Cloudflare Workers with WebMCP support 248 Claude Code, Codex, OpenCode 7 2,015 tok
EmpiricaAI/empirica getempirica.com Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, 248 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 3 6,962 tok
finos/git-proxy git-proxy.finos.org Deploy custom push protections and policies on top of Git 248 Claude Code, Codex, GitHub Copilot, OpenCode 17 2,404 tok
Meterless/Meterless meterless.ai Local-first context layer for AI agents. Open-source memory, reasoning, world state, inten 248 Codex, OpenCode 1 456 tok
gotgenes/pi-anthropic-auth Pi extension package for Anthropic OAuth compatibility 248 Claude Code, Codex, OpenCode 14 7,847 tok
AgentOrchestrator/AgentBase Multi-agent orchestrator for tracking and analyzing AI coding assistant conversations (Cla 248 Claude Code, Codex, OpenCode 2 1,367 tok
opentikz/opentikz opentikz.org TikZ for paper diagrams, without hand-writing TikZ — copyable icons, editable templates, a 247 Claude Code 1 1,925 tok
assafelovic/skyll skyll.app A tool for autonomous agents like OpenClaw to discover and learn skills autonomously 247 Claude Code, Codex 1
Divkix/Alita_Robot alita-docs.divkix.me 🤖 Alita is a Telegram Group management bot made using Gotgbot and Go, which makes it mode 247 Claude Code, Codex, Gemini CLI, OpenCode 3 7,875 tok
NVIDIA/TensorRT-Model-Connect nvidia.github.io From PyTorch model to end-to-end TensorRT inference experience in two commands—AI-native, 247 Codex, OpenCode 1 877 tok
l33tdawg/sage orcid.org (S)AGE - (Sovereign) Agent Governed Experience 247 Claude Code 7
pyth-network/pyth-crosschain pyth.network Crosschain Pyth programs and utilities 247 Claude Code, Codex, OpenCode 2 383 tok
level09/readykit readykit.dev Production-ready Flask SaaS template with multi-tenancy, billing, and teams 246 Codex, OpenCode 1 1,836 tok
ai-native-camp/camp-1 AI Native Camp — Cohort 1 course materials 246 Claude Code, Codex 7
LAIJiangFeng/resume-builder Choose a template and edit your resume with one click. 246 Claude Code, Codex, OpenCode 8 782 tok
eriktaveras/django-saas-boilerplate djangoblaze.com A modern, production-ready Django boilerplate for building SaaS applications with HTMX, Ta 246 Claude Code 1 665 tok
geolens-io/geolens getgeolens.com Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and ma 246 Claude Code, Codex, OpenCode 2 3,255 tok
neilberkman/clippy Unified clipboard tool for macOS that intelligently handles both text and file copying 246 Claude Code 1 2,208 tok
kingler/n8n_agent LLM based AI Agent for generating n8n agentic automation workflows from a one-shot text pr 246 Claude Code 1 964 tok
luanmorenommaciel/agentspec 246 Claude Code, Codex 55 3,295 tok
Owl-Listener/designpowers An agent design team you control: 10 agents that run an inclusive design process while you 245 Claude Code, Gemini CLI 4 884 tok
openshift/oc openshift.org The OpenShift Command Line, part of OKD 245 Claude Code, Codex, OpenCode 8 1,622 tok
xucao-42/bilateral_normal_integration Official implementation of "Bilateral Normal Integration" (BiNI), ECCV 2022. 245 Claude Code, Codex, OpenCode 2 1,838 tok
bernardladenthin/BitcoinAddressFinder A high performance bitcoin address finder. 245 Claude Code 2 10,359 tok
RevylAI/app-explorer Map every screen and user path in a mobile app — interactive navigation maps with screensh 245 Claude Code 1 2,158 tok
greirson/mcp-todoist MCP server that connects Claude to Todoist for natural language task and project managem 245 Claude Code 1 8,759 tok
SCStelz/security-investigator Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python 245 Claude Code, Codex, GitHub Copilot 29 22,159 tok
marcus/td A minimalist CLI for tracking tasks across AI coding sessions. 245 Claude Code, Codex, OpenCode 3 2,715 tok
memory-graph/memory-graph A graph DB-based MCP memory server for coding agents with intelligent relationship trackin 245 Claude Code, Codex, OpenCode 2 2,572 tok
Google-Health-API/google-health-cli developers.google.com Google Health CLI — one command-line tool for the Google Health API. Includes AI agent ski 245 Codex, OpenCode 1 570 tok
arcee-ai/nac Give AI agents ambitious work without losing the plot. nac is an open-source harness for l 245 Codex, OpenCode 1 1,970 tok