How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
linggen/linggen-memory linggen.dev Local-first semantic memory for AI assistants — one store your preferences, decisions and 111 Claude Code 1 856 tok
loveramarois-byte/council-lab Local-first AI decision workspace with four competing perspectives, human approval, eviden 111 Codex, OpenCode 1 494 tok
just-every/mcp-screenshot-website-fast justevery.com Quickly screenshots webpages and converts to an LLM friendly size 111 Claude Code 1 1,059 tok
PaulDuvall/claude-code paulmduvall.com Transform Claude Code into a complete development platform with AI-powered commands that a 111 Claude Code 1 4,575 tok
opentrace/opentrace opentrace.ai OpenTrace is a knowledge graph platform that maps system architecture, code structure, and 111 Claude Code 6 577 tok
foxzool/openlark Unofficial Rust SDK for the Lark Open Platform, supporting custom bots, long-connection bo 111 Claude Code, Codex, Cursor, OpenCode 12 2,691 tok
Insajin/autopus-adk Autopus-ADK is of the agents, by the agents. for the agents. Multi-model orchestration (co 111 Claude Code, Codex, Gemini CLI, OpenCode 3 3,368 tok
Juniper/junos-mcp-server This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between 111 Claude Code 1 1,267 tok
Agents365-ai/obsidian-ai-tagger-universe An intelligent Obsidian plugin that leverages AI to automatically analyze note content and 111 Claude Code 1 2,407 tok
vincentkoc/dotskills 🐙 A curated set of Codex and OpenClaw skills for workflow automation, technical debugging 111 Codex, OpenCode 1 1,009 tok
vishalmdi/ai-native-pm-os The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS 111 Claude Code, Codex, Gemini CLI, OpenCode 13 6,583 tok
faramesh/faramesh-core docs.faramesh.dev Governance-as-Code for AI agents. Declarative constraints with deterministic enforcement. 111 GitHub Copilot 1 210 tok
Azure-Samples/agent-architecture-review-sample techcommunity.microsoft.com The Architecture Review Agent is an open-source AI agent sample that reviews software arch 111 Codex, OpenCode 1 2,993 tok
c0x12c/ai-toolkit 111 Claude Code, Codex, OpenCode 38 6,210 tok
gaixianggeng/mimi-remote remote.code89757.com Remote control for Codex and Claude Code from your iPhone and iPad — watch progress, appro 111 Codex, OpenCode 1 745 tok
grisuno/estorides grisuno.github.io Open-source intelligence (OSINT) aggregator and correlation engine inspired by Palantir, B 111 Claude Code 1 12,286 tok
AIPMAndy/AndySoul Andy's Soul - AI Agent core operating instructions | Universal core directives for AI agen 111 Claude Code 1 1,879 tok
trustwallet/tw-agent-skills 111 Claude Code, Cursor 4 —
eunomia-bpf/ActPlane eunomia.dev eBPF Information Flow Enforcement for AI Agent safety, security and effectiveness 111 Claude Code, Codex, OpenCode 6 2,143 tok
shanselman/FlaUI-MCP MCP server for Windows desktop automation using FlaUI and UI Automation APIs 111 GitHub Copilot 1 2,495 tok
mikeyobrien/pi-provider-kiro pi extension for Kiro API (AWS CodeWhisperer/Q) — 17 models, 7 families, OAuth via AWS Bui 111 Claude Code, Codex, OpenCode 3 2,064 tok
AgriciDaniel/flow Find · Leverage · Optimize · Win — an evidence-led SEO playbook for the AI-search era. 72 111 Claude Code 1 972 tok
LudicDynamics/WorldLines worldlines.gg Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for 111 Claude Code, Codex, OpenCode 2 4,967 tok
alhoqbani/shamela-mcp alhoqbani.github.io Claude app extension for searching the Al-Maktaba Al-Shamela library 111 Claude Code 1 4,912 tok
Gingiris-1031/Competitor-analysis-tool analook.com AI competitor analysis backend powering analook.com. Generates competitor teardowns from a 111 Claude Code, Codex, OpenCode 2 772 tok
jesstalisman-ia/intentional-arrangement-skos jesstalisman-ia.github.io Build, validate, visualize, and publish SKOS taxonomies in your browser — standards-first, 111 Claude Code 1 —
kfirtoledo/multi-mcp 111 Claude Code 1 2,483 tok
Seekers2001/docs-governance A documentation-driven development governance plugin for Claude Code, Codex, and ChatGPT: 111 Claude Code, Codex, OpenCode 2 554 tok
HorusGoul/eslint-plugin-react-render-types ESLint plugin that brings Flow's Render Types to TypeScript via JSDoc. Enforce component c 111 Claude Code, Codex, OpenCode 5 1,242 tok
shuotao/REVIT_MCP_study LEARN HOW TO BUILD UP YOUR REVIT MCP 110 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 79 13,111 tok
NicoKhaghani/nexus-ai-sdk Nexus AI execution orchestrator and Quest runtime for structured AI workflows. 110 Codex, OpenCode 1 247 tok
mimonelu/klearsky klearsky.pages.dev Klearsky is a web client for Bluesky. 110 Codex, OpenCode 1 1,947 tok
guillaumegay13/fieldflow fieldflow.dev 110 Codex, OpenCode 2 760 tok
sillsdev/FieldWorks software.sil.org FieldWorks is a suite of software tools for language and cultural data, with support for c 110 Claude Code, Codex, GitHub Copilot, OpenCode 96 21,156 tok
ubie-oss/slack-mcp-server A Slack MCP server 110 Claude Code 1 1,149 tok
dbinky/Pommel 110 Claude Code, Codex, OpenCode 2 2,894 tok
singula-ai/alego Build AI Agents like playing LEGOs. Everything is a Plugin. 110 Claude Code, Codex, OpenCode 21 4,170 tok
hjtenklooster/claude-file-recovery pypi.org Recover files created and modified by Claude Code from JSONL session transcripts 110 Claude Code 1 777 tok
bobbylkchao/ai-phone-agent AI Phone Agent: A starter kit to build AI agents that answer real phone calls and talk to 110 Claude Code, Codex, OpenCode 3 833 tok
tanem/svg-injector npm.im :syringe: Fast, caching, dynamic inline SVG DOM injection library. 110 Codex, OpenCode 1 2,213 tok
RebornQ/AnyRouter-Transparent-Proxy A lightweight transparent HTTP proxy service based on FastAPI, designed specifically to so 110 Claude Code, Codex, OpenCode 2 3,108 tok
santhoshravindran7/Fabric-Analytics-MCP A Model Context Protocol (MCP) server that enables AI assistants to securely access and an 110 GitHub Copilot 1 —
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 110 Claude Code, Codex, Cursor 16 —
penberg/swarm Manage a swarm of coding agents. 110 Codex, OpenCode 1 109 tok
JulesLiu390/PetGPT AI desktop pet with social agent(live in telegram, QQ, whatsapp) with map and local memory 110 Claude Code 1 960 tok
t1112000/tutor-management-app MyClass — open-source private tutoring management (students, schedules, bills, VN timezone 110 Claude Code, Codex, OpenCode 2 1,806 tok
leosssvip-dot/remotion-ad-video-skill Create Remotion ad video projects from a URL with an AI coding agent, no video-generation 110 Codex, OpenCode 1 1,321 tok
PeonPing/openpeon openpeon.com Open standard for coding event sounds. CESP v1.0 — any agentic IDE can implement. 110 Claude Code 1 648 tok
agno-agi/vibe-video agno.com Create motion-graphics videos from natural-language using Hyperframes. Researches topics, 110 Claude Code 1 1,501 tok
dama-cyber/magic-distillation A tool for comprehensive distillation of the spirit of unofficial histories—extracting sty 110 Claude Code 2 252 tok