How real projects configure their agents

113 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
BoxLogoDev/sapstack Universal SAP skills and agents for Claude Code — FI, CO, TR, MM, SD, PP, HCM, SFSF, ABAP, 20 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 11 15,008 tok
wd041216-bit/zero-api-key-web-search pypi.org Jev-powered search infrastructure for AI agents: zero API keys, MCP-ready, LLM-context awa 20 Claude Code, Codex, Gemini CLI, Kiro 5 644 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
strvmarv/total-recall Multi-tiered memory and knowledge base plugin for TUI coding assistants (Claude Code, Copi 15 Claude Code, Codex, Kiro, OpenCode 2 9,941 tok
cockpit-dev/cockpit In-app runtime primitives for AI-driven development workflows. 15 Codex, Kiro 2 248 tok
rajnandan1/ken rajnandan.com Thompson-mode systems discipline for AI agents. Think first, build bottom-up, brute force 14 Codex, GitHub Copilot, Kiro, OpenCode 3 2,350 tok
dangindev/antigravity-awesome-workspace-skill 13 Claude Code, Codex, Kiro, OpenCode 66 387 tok
akaghef/M3E Mind Map Model Engine(M3E) develop 13 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 57 8,493 tok
aws-samples/sample-auto-map-tagger 12 Claude Code, Kiro 11 6,855 tok
timwukp/agent-skills-best-practice 35 portable agent skills (Agent Skills spec) for Kiro & Claude Code: Scrum DevSecOps roles 12 Kiro 4 1,744 tok
katalon-labs/true-skills katalon.com Agent-neutral AI testing skills for Katalon True Platform: 18 skills covering the full tes 10 Codex, GitHub Copilot, Kiro, OpenCode 21 68,208 tok
aws-samples/sample-ramp-aidlc-mod-starter-packs 10 GitHub Copilot, Kiro 7 19,267 tok
burgebj/claude_everything 8 Claude Code, Codex, Kiro 58 —
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 2,274 tok
walterwang0x01/tech-learning-and-projects walterwang0x01.github.io A collection of personal technical study notes and practical projects 8 Kiro 20 15,808 tok
cloudthinker-ai/postgres-mcp-pro-plus 7 Kiro 3 1,443 tok
haandol/ppt-generator ppt generation mcp server 7 Claude Code, Codex, Kiro, OpenCode 4 3,361 tok
yangfch3/Unity-MCP-Server MCP server plugin for Unity Editor — expose Editor capabilities to AI agents via standard 7 Kiro 4 1,877 tok
strands-compose/sdk-python Zero-code YAML-driven agent orchestration over strands-agents 7 Claude Code, Codex, Kiro, OpenCode 4 1,171 tok
rmyndharis/aimhooman aimhooman teaches coding agents Git etiquette—keeping agent memory, internal instructions, 7 Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 4 3,319 tok
HuskyDanny/OnPoint Big idea first, then fewer words, then less code. One switch for 12+ AI coding agents — me 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 6 11,287 tok
tyngw/interactive-markdown-table-editor 7 Codex, GitHub Copilot, Kiro, OpenCode 6 3,306 tok
salihgueler/tabletop-game-room-experience 6 Claude Code, Codex, Kiro 26 1,716 tok
GetPullRequest/Sia getpullrequest.com :star2: Your AI dev assistant who works on your behalf while you are offline. It gets your 5 Codex, Kiro, OpenCode 5 3,397 tok
error505/Flockion_AI_Engineering flockion.com Build less. Delete more. Keep the code boring. 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 2,176 tok
mgriott/cdad-bootstrap Official bootstrap project for Context-Driven AI Development (CDAD) 5 Claude Code, Codex, Kiro, OpenCode 10 1,462 tok
gquattromani/prompt-best-practices An AI agent skill that transforms unstructured prompts into high-quality structured prompt 5 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 4 3,816 tok
ChenyCHENYU/wl-skills-design A Skills package ecosystem for detailed product design, covering requirements design (flow 5 GitHub Copilot, Kiro 2 2,358 tok
aws-samples/sample-sagemaker-agentic-model-deployment Agent-driven staging, deployment, benchmarking, and optimization of open-weight models on 5 Codex, Kiro, OpenCode 4 8 tok
getmasv/masv-mcp-server masv.io MCP (Model Context Protocol) server that provides LLMs with tools to interact with the MAS 5 Kiro 6 8,884 tok
jgiox/goodvibes One command. Production-grade project. No config. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode, Windsurf 16 12,349 tok
ystreibel/logseq-wiki Skill-based framework for building and maintaining a Logseq knowledge base using AI coding 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 44 5,599 tok
maxgfr/conforme Sync your AI coding config from Claude Code, Codex, or any tool (rules, skills, agents, MC 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 9 44,667 tok
Huzaifa-ali/post-kit Your AI content engine. Research, write, publish posts that sound like you. Zero code, any 4 Codex, Kiro, OpenCode 7 7,859 tok
Genocs/genocs-library genocs.com Enterprise library to build .NET microservice solution 4 Claude Code, Codex, GitHub Copilot, Cursor, Kiro 11 915 tok
InfraMCP/atlassian-mcp-server MCP server for Atlassian Cloud (Confluence & Jira) with OAuth authentication 4 Kiro 4 2,934 tok
itslab42/agentctl itslab42.github.io Define AI coding-agent permissions once, enforce them everywhere. One .ai/ source of truth 4 Codex, Kiro, OpenCode 3 1,219 tok
sourjya/tracepulse Runtime feedback MCP server for AI coding agents. ViewGraph sees the UI - TracePulse feel 3 Claude Code, Kiro 6 88 tok
smileynet/teach-me Learn any topic through AI-generated lessons, diagrams, quizzes, and spaced repetition. 3 Claude Code, Codex, Kiro, OpenCode 5 13,644 tok
ArogyaReddy/https-github.com-affaan-m-everything-claude-code1 3 Claude Code, Codex, Kiro 58 —
dradoaica/cogov-a-sdlc Co-Governed Agentic SDLC (Software Development Life Cycle) 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode, Windsurf 13 368 tok
Enovatr-Labs/SpecRoute Open source framework for spec-driven agentic software engineering. PRDs, prompts, agents, 3 Claude Code, Codex, Gemini CLI, Kiro, OpenCode 10 3,768 tok
vaquarkhan/Fullstack-development-agent-skills Full stack development agent skills are portable packages of instructions, scripts, and re 3 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 14 1,067 tok
vohongtho/code-intel-platform 3 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 44 9,599 tok
wesleysimplicio/simplicio-loop simpleti.com.br 🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work en 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode 17 8,789 tok
yoshimi-I/ai-engineer-teams Loop engineering runtime for GitHub issue-driven AI coding teams: Codex, Claude Code, Kiro 2 Claude Code, Codex, Kiro, OpenCode 14 605 tok
varkart/visualcave varkart.github.io Agentic skill for interactive technical diagrams as standalone HTML files — Mermaid.js, da 2 Claude Code, Kiro 2 970 tok
aws-samples/sample-agentic-modernisation-integration-engine Autonomous AI agents that analyze, document, and modernize legacy codebases 2 Kiro 7 37,298 tok
nitdraig/lexis-two lexis-two.excelso.xyz 2 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 19 3,860 tok
plumpslabs/matcha plumpslabs.github.io 🍵 Deliberate engineering guidelines & deterministic lifecycle safety hooks to enforce pla 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode, Windsurf 13 5,976 tok