How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
microsoft/Agent365-devTools The Microsoft Agent 365 DevTools CLI is a command-line interface tool designed to streamli 61 Claude Code, GitHub Copilot 13 5,798 tok
clidey/deptrust deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, 61 Claude Code, Codex, OpenCode 3 1,309 tok
northgraindata/dbt-doctor dbt-doctor.northgraindata.com Static analysis and health checks for dbt projects. Find missing docs, missing tests, sche 61 Claude Code, Codex, OpenCode 2 254 tok
r-lib/pkgload pkgload.r-lib.org Simulate installing and loading a package 61 Claude Code, Codex, OpenCode 4 1,253 tok
jshmllr/tokyn tokyn.design Opinionated UI design for AI and implementation playbook focused on interaction finesse, t 60 Claude Code 23
hAcKlyc/cameo cameo.ink An image-first canvas for your local Codex agent. 60 Claude Code, Codex, OpenCode 2 7,218 tok
ryanthedev/oberskills Discipline plugins for Claude Code — prompt engineering, agent dispatch, writing, and sear 60 Claude Code 1 1,260 tok
leochiu-a/universal-agents leochiu-a.github.io The Lightest Shared Standard for AI Agents 60 Claude Code, Codex, OpenCode 2 610 tok
lanegrid/agtrace See What Your AI Agent Is Actually Doing 60 Claude Code, Codex, OpenCode 6 1,438 tok
Benboerba620/daily-watchlist AI-powered stock watchlist and daily market report workflow for Claude Code. Track movers, 60 Claude Code 6 324 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 60 Claude Code 1 860 tok
isdaniel/mcp_weather_server A Model Context Protocol (MCP) server that provides weather information using the Open-Met 60 Claude Code 3
Dicklesworthstone/remote_compilation_helper Intercepts cargo/gcc builds from AI coding agents via hooks and transparently routes them 60 Claude Code, Codex, OpenCode 3 10,118 tok
Linked-API/linkedin-cli linkedincli.com AI-agent-friendly CLI for controlling LinkedIn accounts and retrieving real-time data. 60 Claude Code 1 732 tok
ahmetb/Iris Webcam mirror window for macOS 60 Claude Code, Codex, OpenCode 2 1,284 tok
vincentchen2026/claude-code-java 60 Claude Code 1 6,371 tok
ginoleeswan/hero mythique-wiki.vercel.app A superhero encyclopaedia made in React Native. Pulls from the SuperHeroAPI & ComicVine AP 60 Claude Code 2 5,246 tok
xakpc/anymcp-io anymcp.net A catalog of single-file MCP servers for .NET 10 60 Claude Code 1 1,089 tok
Xueheng-Li/sysu-awesome-cc A collection of Claude Code plugins and tools jointly contributed and maintained by teache 60 Claude Code 1 272 tok
yzstory/pomeloclaw An intelligent assistant based on DeepAgentsJS, inspired by OpenClaw's design philosophy. 60 Claude Code, Codex 1
hakilee/oh-my-free-models Route your coding agent to the fastest free LLM in real time. 60 Claude Code, Codex, OpenCode 2 1,348 tok
StudyDrift/lextures lextures.com The learning environment that adapts. 60 Claude Code, Codex, OpenCode 13 2,194 tok
git-meta/git-meta git-meta.com git metadata spec and poc 60 Claude Code, Codex, OpenCode 2 1,307 tok
OpenUploading/CogniFold arxiv.org An exploration to always on proactive memory. Design Philosophy — "imperfection by design" 60 Claude Code 2
tjdrhs90/flutter-flame-harness Idea-to-store harness for Flutter/Flame games 60 Claude Code 1 864 tok
ykdojo/paper-search Claude Code plugin for searching 250M+ academic papers via OpenAlex. Search by keyword, lo 60 Claude Code 1 146 tok
microsoft/PowerPlatform-DataverseClient-Python 60 Claude Code 2
alexlenk/ecowitt_local Home Assistant custom integration for Ecowitt weather stations via local web interface 60 Claude Code 1 9,707 tok
smsharma/clax Differentiable Boltzmann solver for cosmology in JAX 60 Claude Code 1 5,537 tok
sysnet4admin/SSF SSF: Super Simple & Fast Kubernetes Learning Course | Vanilla K8s & GKE | CI/CD, GitOps, M 60 Claude Code, Codex, OpenCode 2 1,830 tok
auxten/clickmem Agent memory built on chDB(ClickHouse embedded) 60 Claude Code, Codex, OpenCode 1 1,104 tok
arcaputo3/mcp-server-whisper An MCP Server for audio transcription using OpenAI 60 Claude Code 1 432 tok
zircote/rlm-rs zircote.com Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process 60 Claude Code, Codex, GitHub Copilot 8 2,974 tok
AgriciDaniel/claude-code-essentials-vs-code agricidaniel.com 🚀 Claude Code & VS Code essentials — complete setup guide, extensions, slash commands, sk 60 Claude Code 1 179 tok
loiane/specs-driven-development-spring-angular Spec-Driven Development toolkit for Spring Boot 4 — tri-platform workflow (Claude Code · G 60 Claude Code, GitHub Copilot 9 2,718 tok
SiriusNEO/StarAgent Lightweight agent multiplexer, all in one Web dashboard 60 Claude Code, Codex 2
thaitype/chief A portable framework that reduces the cognitive load of working with AI coding agents — pl 60 Claude Code, Codex, OpenCode 3 1,179 tok
PostHog/context-mill PostHog context and skill assembly for AI agents and LLM tasks 60 Claude Code, Codex, OpenCode 3 1,771 tok
yoloshii/gigaxity-deep-research Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis 60 Claude Code, Codex, OpenCode 2 19,568 tok
ryancampbell/kart-royale racing.ryancampbell.com A kart racing game in the browser with zero art assets — every texture, mesh, material and 60 Claude Code 1 2,881 tok
kesteva/cyboflow 60 Claude Code, Codex, OpenCode 4 490 tok
sightmap/sightmap Specification, tooling, and documentation for the .sightmap spec. 60 Claude Code, Codex, OpenCode 1 1,964 tok
cjsimon2/Divi5-ToolKit The first Claude Code plugin for Divi 5 development. CSS generation, compatibility validat 60 Claude Code 1 2,987 tok
sdsrss/claude-mem-lite Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, 60 Claude Code 1 5,205 tok
armpro24-blip/cad-cae-copilot CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-C 60 Claude Code, Codex, GitHub Copilot, OpenCode 3 40,978 tok
babamba2/superclaude-for-sap SuperClaude for SAP — Claude Code plugin for SAP On-Premise S/4HANA ABAP development (24 a 60 Claude Code 1 2,730 tok
RoshanGH/mixcut-windows AI advertising video remixing tool (Windows) - C# + WPF + .NET 8, aligned with the origina 60 Claude Code 1 16,671 tok
PrimeIntellect-ai/nano-rlm Minimal RLM harness 60 Claude Code, Codex, OpenCode 2 421 tok
ktnCodes/icm-template A model-agnostic template for organizing AI workflows using folder structure — based on th 60 Claude Code 1 444 tok
mapbox/mcp-devkit-server Developer-focused Mapbox MCP Server 60 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,920 tok