How real projects configure their agents

23,614 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
gatelynch/llm-knowledge-base Inspired by Andrej Karpathy's llm-wiki concept, a personal knowledge base system that clea 343 Claude Code, Codex, OpenCode 9 2,933 tok
travmiller/paper-console A small, self-hosted thermal printer for news, weather, puzzles, email, and more. 343 Codex, OpenCode 1 1,055 tok
jkingsman/Remote-Terminal-for-MeshCore A remote client for MeshCore radios with packet capture, store-and-decrypt, bots, MQTT, an 343 Claude Code, Codex, OpenCode 2 9,277 tok
bia-technologies/yaxunit bia-technologies.github.io YAxUnit. An extension for running tests 343 Claude Code, Codex, OpenCode 4 2,037 tok
remorses/termcast termcast.app Turn any Raycast extension into a terminal user interface (TUI). Powered by opentui & reac 341 Claude Code, Codex, OpenCode 2 13,729 tok
huisezhiyin/sdd-riper Lightweight AI Agent Harness for agentic coding: let strong models explore while humans st 341 Codex, OpenCode 1 1,252 tok
railwayapp/railway-skills railway.com Agent skills for interacting with Railway 341 Claude Code, Codex, OpenCode 2 2,150 tok
BlackBeltTechnology/pi-agent-dashboard pi-dashboard.dev Real-time web dashboard for pi coding-agent sessions. Multi-session view, live chat mirror 341 Claude Code, Codex, OpenCode 2 2,278 tok
magnus919/hermes-profiles Curated Hermes Agent profiles for specialist swarms — opinionated, Hermes-optimized, artif 341 Codex, OpenCode 1 798 tok
AnkRoot/Augment-BYOK 340 Codex, OpenCode 1 6,287 tok
Mathews-Tom/armory mathews-tom.github.io Curated, production-grade skills for AI coding agents. Battle-tested workflows for develop 340 Codex, OpenCode 1 535 tok
semgrep/skills semgrep.dev A collection of skills for AI coding agents from Semgrep 340 Claude Code, Codex, OpenCode 2 1,020 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 340 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 49 15,461 tok
anhe2021212-spec/Tidal_Echo Self-hosted private chat channel between you and your AI companion — PWA, Claude Code, or 340 Codex, OpenCode 1 3,727 tok
niki914/zafiro Open-source BYOK AI agent for Android. Full phone control, native Shell & Python 3, with S 340 Claude Code, Codex, OpenCode 2 2,956 tok
outsourc-e/clawsuite clawsuite.io All-in-one command center for OpenClaw agents 339 Codex, OpenCode 1 2,525 tok
berelevant-ai/slopless npmjs.com Deterministic textlint rules and CLI for catching prose slop in English Markdown. 339 Codex, OpenCode 1 2,010 tok
michaelwilhelmsen/humla humla.team Open-source AI meeting notes for Mac. Records mic + system audio with no bot, transcribes 339 Claude Code, Codex, OpenCode 2 38,817 tok
dolthub/doltlite dolthub.com DoltLite - Version Controlled SQLite 339 Codex, OpenCode 1 4,442 tok
alireza787b/mavsdk_drone_show Open-source MAVLink fleet operations for PX4: SITL, drone shows, search and rescue, cooper 338 Claude Code, Codex, Gemini CLI, OpenCode 3 2,153 tok
ScottRBK/forgetful Opensource Memory for Agents 338 Claude Code, Codex, OpenCode 2 875 tok
doza62/opencode-mobile OpenCode react native client for IOS, Android and Web. 338 Codex, OpenCode 1 2,493 tok
Fannon/search-bookmarks-history-and-tabs chromewebstore.google.com Browser extension to search bookmarks, history and tabs. Supports tagging and fuzzy search 338 Codex, OpenCode 1 1,360 tok
zippoxer/subtask Claude Skill to do your tasks with subagents in Git worktrees 337 Claude Code, Codex, OpenCode 3 2,213 tok
Kxiandaoyan/Memoh-v2 A humanized agent several times more powerful than OpenClaw; it has everything Lobster has 337 Codex, OpenCode 1 8,046 tok
oguzbilgic/agent-kernel agent-kernel.dev Minimal kernel to make any AI coding agent stateful. Clone, point your agent, go. 337 Codex, OpenCode 1 546 tok
jayminwest/mulch Growing Expertise for Coding Agents — structured expertise files that accumulate over time 337 Claude Code, Codex, OpenCode 9 6,322 tok
GainSec/AutoProber gainsec.com Hardware hacker’s flying probe automation stack for agent-driven target discovery, micro 337 Codex, OpenCode 1 1,559 tok
PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo 337 Claude Code, Codex, OpenCode 13 374 tok
loulanyue/spec-kit-zh Chinese-localized spec-driven development toolkit for Codex, Claude Code, Cursor, and othe 336 Claude Code, Codex, OpenCode 1 3,968 tok
vlinx-io/VelaTerm velaterm.com VelaTerm = Codex + iTerm2, The Best ADE for AI Coding 336 Codex, OpenCode 1 4 tok
lovisdotio/motion2code Skills for coding agents: rebuild a motion design video as looping SVG + GSAP code, checke 336 Codex, OpenCode 1 482 tok
fullstack-development/front-end-best-practices Set of best practices that you can use as checklist for your project. 335 Claude Code, Codex, OpenCode 2 516 tok
BitBoxSwiss/bitbox-wallet-app bitbox.swiss The BitBoxApp for desktop and mobile. 335 Codex, OpenCode 1 2,963 tok
stretchcloud/deepscrape 335 Codex, OpenCode 1 854 tok
JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E 335 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 22 3,201 tok
buildswithpaul/Frappe_Assistant_Core docs.assistantcore.cloud Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model C 335 Claude Code, Codex, OpenCode 2 2,570 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 335 Claude Code, Codex, OpenCode 9 5,548 tok
kansoku-trade/kansoku kansoku.trade AI Stock Partner on Your Mac – Local Market Information, Multi-timeframe K-line, AI Intrad 335 Claude Code, Codex, OpenCode 2 3,207 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 335 Claude Code, Codex, OpenCode 6 46,242 tok
alvinunreal/lazyskills lazyskills.sh mission control for agent skills 335 Codex, OpenCode 1 154 tok
robotocore/robotocore 334 Claude Code, Codex, OpenCode 3 8,510 tok
tuva-health/tuva-core thetuvaproject.com Main repo including core data model, data marts, data quality tests, and terminology sets. 334 Codex, OpenCode 1 4,808 tok
ChatPRD/tradclaw AI openclaw mom and household manager for agentic parenting 333 Codex, OpenCode 1 181 tok
AojdevStudio/Finance-Guru aojdevstudio.github.io Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and s 333 Claude Code, Codex, OpenCode 7 2,163 tok
hypothesi/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development 333 Codex, Gemini CLI, OpenCode 2 2,500 tok
langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma 333 Claude Code, Codex, OpenCode 2 1,464 tok
AIDevGTM/gtm-cofounder gtmcofounder.com #1 Product of The Day @ Product Hunt. The GTM co-founder you don't have. Open-source GTM A 333 Codex, OpenCode 1 2,070 tok
Tenney95/AI-Canvas-tauri tenney95.github.io Local-first AI canvas for visual workflows, AI short dramas, image/video generation, story 333 Codex, OpenCode 1 12,012 tok
topocm/topocm_content topocondmat.org Course on topology in condensed matter 333 Codex, OpenCode 1 185 tok