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
bsv-blockchain/go-wallet-toolbox Tools for building effective, compliant BRC-100 wallets in Go language. 10 Cursor 1 217 tok
shan8851/hermes-console Local-first web dashboard for Hermes Agent — runtime health, sessions, cron, skills, memor 10 Codex, OpenCode 1 534 tok
Nether403/TWP thewprotocol.online This Is Not a startup. Not a product. Not a training dataset for commercial AI. Not a s 10 Codex, OpenCode 1 1,731 tok
bulletxyz/bullet-bots app.bullet.xyz Algorithmic trading reference framework for Bullet perpetuals. Written in Rust, built for 10 Claude Code, Codex, OpenCode 8 2,916 tok
andrewstellman/octobatch Batch orchestration tool for large-scale LLM processing. Treats batch processing as a data 10 Claude Code, Codex, OpenCode 2 1,874 tok
lensapp/lens-sandbox lns.run Run AI agents, commands, and OCI images locally inside a microVM — control what flows into 10 Claude Code, Codex, OpenCode 9 9,272 tok
Clawland-AI/Clawarm clawarm.ai Robotic arm controled via OpenClaw. Natural language to motion. Where Openclaw having arm 10 Cursor 1 304 tok
hutchic/.cursor 10 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 33 4,163 tok
PSModule/Template-PSModule psmodule.io Template for a PowerShell module repo. 10 Codex, GitHub Copilot, OpenCode 2 91 tok
diegoalvarezmgl/greenfield Ship a Next.js + Android product on Firebase without spending your first week deciding aut 10 Codex, OpenCode 1 1,719 tok
OneMore07/NoteFlowOS An AI-powered knowledge system for Obsidian that turns sources into projects and reusable 10 Codex, OpenCode 1 1,579 tok
Berkantcen/codex-productivity-starter 10 Codex, OpenCode 1 183 tok
nrdxp/predicate Reusable agent predicates (rulesets) and workflows for agentic coding assistants. 10 Codex, OpenCode 1 2,081 tok
woliveiras/geremmyas Agents, skills, instructions, hooks, prompts, and a pack-based CLI for coding assistants 10 Codex, GitHub Copilot, OpenCode 2 15 tok
deepflame-ai/DFODE-kit 10 Codex, OpenCode 1 531 tok
ashwch/auto-uv-env auto-uv-env.ashwch.com Automatic UV-based Python virtual environment management for seamless project workflows 10 Claude Code, Codex, OpenCode 2 3,337 tok
richardblythman/org.md An open format specification for organizational operating systems. Defines the ORG.md stan 10 Claude Code 1 —
ceorkm/kratos-cli Persistent memory for AI coding agents — CLI-first, encrypted, local 10 Claude Code, Codex, OpenCode 2 1,922 tok
davidchicano/presuntamente Archivo público e interactivo de casos de corrupción en España. Cronologías, actores, docu 10 Claude Code, Codex, OpenCode 11 11,070 tok
Codder13/openspec 10 Codex, OpenCode 1 143 tok
BaseInfinity/codex-sdlc-wizard SDLC Wizard adapter for OpenAI Codex CLI. Plan is certified, implementation needed. PRs we 10 Claude Code, Codex, OpenCode 2 614 tok
dongzhuoyao/tao-research-skills 10 Claude Code, Codex, OpenCode 2 2,484 tok
ChristianGaser/T1Prep T1Prep: T1 PREProcessing pipeline (aka PyCat) 10 Claude Code 1 2,743 tok
daadLang/daad-blockly A web application for visual programming in the Arabic language 10 Codex, OpenCode 1 1,280 tok
eddacraft/anvil-plan-spec Lightweight spec for planning and task authorisation in AI-assisted development. 10 Claude Code, Codex, OpenCode 6 1,075 tok
MoMoJee/MoMoJee.github.io momojee.github.io It's a repository about me 10 Codex, OpenCode 1 2,204 tok
AragornZJF/goal-loop Delivery coding skills from clarifying requirements and planning to automated implementati 10 Claude Code 1 —
ninjudd/protos a ProtoClaw 10 Claude Code, Codex, OpenCode 2 342 tok
boscoh/pyball python opengl protein viewer 10 Codex, GitHub Copilot, OpenCode 2 2,162 tok
mohammadmaso/echowiki Local-first LLM knowledge compiler for Obsidian. Drop notes or record voice into raw/; the 10 Claude Code 1 1,170 tok
JoshJancula/ralph 10 Claude Code, Codex, OpenCode 3 5,228 tok
codekiln/logseq-encode-garden codekiln.github.io codekiln's knowledge garden 10 Claude Code, Codex 46 —
joelhooks/content-grill 🔥 Local context plane for topic grilling — slurp Brain/X, search fast, topics only (never 10 Claude Code, Codex, OpenCode 2 1,101 tok
fgmacedo/agent-skills Skills for LLMs and coding assistants 10 Codex, OpenCode 1 857 tok
Zotero-Cat/Zotero-Cat zoterocat.org Zotero-Cat is a Zotero item-pane assistant for reading, summarizing, reviewing, and discus 10 Codex, OpenCode 1 7,980 tok
ciroaurelio22/AgentLoop synapsex.it 10 Codex, OpenCode 1 421 tok
Rai220/money_alert_ai An AI bot runs the Telegram channel @money_alert_ai, assessing the financial stability of 10 Codex, OpenCode 1 1,966 tok
yxzh614/gamepad-vibe PS DualSense → macOS keyboard mapper 10 Codex, OpenCode 1 1,554 tok
rubyroidlabs/rails_api_keys rubyroidlabs.com Issue, hash, revoke, and authenticate personal API keys in Rails 10 Codex, OpenCode 1 504 tok
shrwnsan/clix-dev-flow A simple Gemini CLI extension that brings AI development workflow patterns to your termina 10 Codex, Gemini CLI, OpenCode 2 2,317 tok
Shiien/research-closure-harness 10 Claude Code, Codex, OpenCode 4 1,468 tok
H-Ali13381/historical-bayesian-html-briefing Agent skill for historical analogies, Bayesian forecasting, and self-contained HTML briefi 10 Codex, OpenCode 1 457 tok
awdemos/opencode-memento OpenCode plugin that preserves project context across sessions, automatically injecting re 10 Codex, OpenCode 1 79 tok
qddidi/ds-code ds-code is an interactive AI coding assistant CLI based on Node.js + TypeScript, using the 10 Claude Code 8 427 tok
Temmie-Tem/android-native-init-lab Custom static /init (PID 1) and minimal native Linux userspace on Android vendor kernels — 10 Claude Code, Codex, OpenCode 2 6,282 tok
wlfghdr/agentic-kb wlfghdr.github.io AI-native, layered knowledge operations. A specification, reference skills, and a portable 10 Claude Code, Codex, OpenCode 2 1,083 tok
improving/Intro-to-AI-for-Dev-Workshop Contains materials for the Intro to AI for Developers workshop 10 Claude Code, Codex, OpenCode 5 —
Sartori-RIA/ubuteco_api 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,582 tok
ls1072502993/codex-skills 10 Codex, OpenCode 1 237 tok
okikeSolutions/guerillaglass Open-source cross-platform creator studio for fast Record -> Edit -> Deliver workflows 10 Claude Code, Codex, OpenCode 2 1,898 tok