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
timothywarner-org/claude-architect techtrainertim.com Study materials, code examples, and practice scenarios for Anthropic's Claude Certified Ar 99 Claude Code 3 9,346 tok
zapier/wade-skills The most frequently used agent skills of Wade Foster, CEO of Zapier 99 Claude Code, Codex, OpenCode 2 746 tok
simota/agent-skills simota.github.io 90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigra 99 Claude Code, Codex, OpenCode 2 4,009 tok
major7apps/pensyve Universal memory runtime for AI agents 99 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 11 11,767 tok
sqlsure/sqlsure Semantic inspector for SQL — catches fan-out double-counting, additivity violations, wrong 99 Claude Code 1 —
holt-web-ai/n8n-nodes-claudecode 99 Claude Code 1 744 tok
OktoLabsAI/okto-nexus oktolabs.ai Local-first MCP coordination hub for multi-agent teams, with durable messaging, handoffs, 99 Claude Code 3 1,226 tok
GRBY-NICE/codex-context-memory 98 Codex, OpenCode 1 1,356 tok
ChengHua926/nemo-skill 98 Claude Code, Codex 1 —
mirror4869/material-workbench Open-source, local-first creative asset workbench for Windows—organize, find, review, and 98 Codex, OpenCode 1 1,140 tok
AOSSIE-Org/Website aossie.org AOSSIE Offical Website 98 Claude Code, Codex, OpenCode 3 932 tok
zhiyuzi/Signex signex.fyi Personal intelligence agent powered by Claude Code. Describe what to watch, it collects, a 98 Claude Code 35 3,066 tok
aws-samples/aws-hpc-recipes Contains example recipes that demonstrate how to build HPC systems using AWS services and 98 Claude Code, Codex, OpenCode 2 1,158 tok
TryMightyAI/mighty-security Don't Simply Trust MCP Server Code, Validate and Scan 98 Claude Code 1 2,216 tok
trailofbits/slither-mcp MCP server for Slither static analysis of Solidity smart contracts 98 Claude Code 1 4,009 tok
ionide/tree-sitter-fsharp F# grammar for treesitter 98 Codex, OpenCode 3 3,741 tok
guess/claude_code code.claude.com Claude Agent SDK for Elixir – Build AI agents with Claude Code 98 Claude Code 9 3,617 tok
zhangqi444/open-forge Let your AI coding agent self-host any open-source app for you. 2,200+ verified recipes — 98 Claude Code, Codex, OpenCode 3 12,444 tok
spences10/mcpick Vendor-neutral MCP configuration manager — one CLI to add, toggle, and audit MCP servers a 98 GitHub Copilot 1 224 tok
Steward-Fi/steward steward.fi Agent wallet infrastructure — encrypted keys, policy enforcement, credential proxy, auth p 98 Claude Code, Codex, OpenCode 2 447 tok
Vandivier/ladderly-3 ladderly.io the home site for the ladderly ecosystem 98 Claude Code, Codex, OpenCode 4 9,573 tok
hoornet/home-mind nives.house OSS AI memory layer for Home Assistant (AGPL). The conversation server inside the Nives ad 98 Claude Code 1 6,250 tok
elbruno/graphify-dotnet A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot 98 Claude Code, Codex, GitHub Copilot 3 2,171 tok
theronic/eacl eacl.dev 🦅 EACL: Enterprise Access ControL is a ReBAC Authorization library inspired by SpiceDB, b 98 Codex, OpenCode 1 981 tok
rstackjs/agent-skills A collection of Agent Skills for Rstack. 98 Codex, OpenCode 1 1,702 tok
docs-plus/docs.plus docs.plus Free and open-source real-time collaborative document editor. Hierarchical table of conten 98 Claude Code, Codex, OpenCode 61 29,852 tok
gyng/ditherer gyng.github.io Browser-based image and video dithering, audio visualisation, glitch art, and retro CRT/VH 98 Codex, OpenCode 1 4,670 tok
castacks/AirStack docs.theairlab.org Agent-native framework for rapid sim-to-real deployment of embodied AI for field robotics. 98 Claude Code, Codex, OpenCode 26 9,691 tok
PascaleBeier/hitkeep hitkeep.com 100% open-source, AI-native web analytics with cookieless tracking, open exports, custom d 98 Claude Code, Codex, OpenCode 13 3,023 tok
avivsinai/jenkins-cli GitHub-style CLI for Jenkins — manage contexts, runs, logs, and admin tasks from your term 98 Claude Code, Codex, OpenCode 2 1,137 tok
dralkh/seerai Zotero AI plugin Research assistant for Zotero 10. Chat with your library, run federated s 98 Codex, OpenCode 1 13,692 tok
rolecraft-sh/rolecraft rolecraft-sh.github.io The security-first skill manager for AI agents — every install runs a security scan. Manag 98 Codex, OpenCode 1 845 tok
psyb0t/docker-stealthy-auto-browse ciprian.51k.eu Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker w 98 Claude Code 1 —
supernovae-st/nika nika.sh Intent as Code: say what you want done, keep it as a file. Checked before it runs, run wit 98 Claude Code, Codex, OpenCode 14 1,610 tok
mengrru/Spherse spherse.mengru.work Build your own world with AI agents inside Spherse 98 Claude Code, Codex, OpenCode 7 3,018 tok
saifyxpro/ui-ux-design-pro-skill AI spairings, 150+ reasoning rules, CLI, and 18 platform templates. Works with Claude, Cur 98 Claude Code 1 618 tok
Anionex/dsh-computer-use Provides computer-control plugins for DeepSeek Harness: fresh Accessibility observations, 98 Codex, OpenCode 1 93 tok
ArnaudGuiovanna/tutor-mcp tutor-mcp.dev An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years 98 Codex, OpenCode 1 453 tok
nulab/bee nulab.github.io Command-line tool to view and manage Backlog 98 Codex, OpenCode 1 5,852 tok
peteromallet/Arnold General-purpose planning and execution harness for LLMs — structured phases, critique, gat 98 Codex, OpenCode 1 8,043 tok
jianzhichun/emerge 97 Claude Code 2 4,879 tok
shixinnt/codex-image-context-runtime A Codex plugin and local MCP runtime for context-bounded image generation and inspection. 97 Codex, OpenCode 1 286 tok
xd-liu/AutoResearch-Idea 97 Claude Code 11 2,294 tok
duthaho/claudekit claudekit.duthaho.dev A verification-first engineering toolkit for Claude Code. Built for senior ICs and tech le 97 Claude Code, Codex, OpenCode 1 916 tok
lxinfei5/research-os Research capability for coding agents: multi-source corroboration, active discovery, logic 97 Claude Code, Codex, OpenCode 11 1,146 tok
maximilian-V/next-supabase-starter A baseline setup for the development of full stack apps with claude code 97 Claude Code 1 4,070 tok
nablo-io/lerim docs.lerim.dev Compiles AI agent traces and truns them into reusable context. 97 Claude Code, Codex, OpenCode 2 1,428 tok
patternfly/patternfly-react-seed patternfly-react-seed.surge.sh A PatternFly seed for React web applications 97 Codex, OpenCode 1 916 tok
intellectronica/gemini-cli-skillz Gemini CLI extension for Anthropic-style Agent Skills via skillz MCP server 97 Gemini CLI 1 412 tok
csark0812/expo-targets Expo config plugin for Apple targets and Android app extensions 97 Claude Code, Codex, OpenCode 2 671 tok