How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
DivyeshJayswal/minimalist Makes AI agent produce less code, fewer unnecessary steps, fewer tokens spent for the same 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,590 tok
stateway-io/bpmn-xml-generator AI agent code skill to generate valid BPMN XML files. 4 Claude Code 1 1,503 tok
Banyango/scalpel Writing code might be dead. Understanding it is not. - An AI skill for surgical planning 4 Claude Code, Codex, Gemini CLI, OpenCode 3 306 tok
alifanov/darkflow AI workflow installer: 5-layer docs structure + GitHub Issues triage loop for Claude Code 4 Claude Code, Codex, OpenCode 3 1,573 tok
adityak74/learn-anything-24h A Claude Code / Codex skill that turns any complex topic into a 24-hour active-learning sp 4 Claude Code 1 —
aocampol/GxGenie-MCP MCP server for GeneXus 17 / 18 knowledge bases — read, modify and build objects from Claud 4 Claude Code 1 6,819 tok
tahirzlone/untangle tahirzlone.github.io Map your Claude workflows — graph how Claude would break down a task, then watch skills, p 4 Claude Code 1 154 tok
Seeed-Solution/wio-claude-buddy sensecraft.seeed.cc Claude Code desk companion for the Seeed Wio Terminal: animated pet + live sessions + plan 4 Claude Code 1 2,713 tok
kw1jjang/academic-homepage-cv-sync One YAML source of truth for an academic homepage (Jekyll/GitHub Pages) and a LaTeX CV, so 4 Claude Code, Codex, OpenCode 2 3,609 tok
dmmdea/offload-harness Delegate summarize/classify/extract/triage to a FREE local Gemma-4 cascade via llama.cpp. 4 Claude Code, Codex, OpenCode 2 6,116 tok
chahat1709/professional-game-developer.skill Universal Professional Game Developer skill for coding agents — Unreal, Unity, Godot, Robl 4 Claude Code, Codex, OpenCode 2 307 tok
CaesiumY/claude-interview-agents A resume and interview preparation agent team built with Claude Code 4 Claude Code 1 2,196 tok
blakefeiza/vizwright Agent-orchestrated Tableau dashboard builder for Claude Code: analysis, design, and .twb X 4 Claude Code 8 1,526 tok
sukoji/loadout npmjs.com 🎯 Loadout — profile your project and gear up Claude Code with the right skills, MCP serve 4 Claude Code, Codex, OpenCode 6 791 tok
burakdede/lorepack burakdede.com Give AI agents cited, versioned context from your docs and spreadsheets. Build, diff and r 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,148 tok
SourceAstra/astra-code-map Semantic code map and code graph MCP server for AI coding agents, powered by SCIP and Tree 4 Codex, OpenCode 1 679 tok
scottbaggett/agent-bus A handoff bus for coding agents in different windows on the same repo. Claude Code, OpenCo 4 Claude Code 1 1,215 tok
tarunag10/ai-switchboard ai-switchboard.vercel.app Local-first Mac AI work switchboard for Headroom, RTK, Codex, Claude Code, MarkItDown, Pon 4 Claude Code, Codex, OpenCode 3 668 tok
natuleadan/skills skills.sh One platform skill and sixteen industry AI tool skills for AI coding agents. Apache-2.0. 4 Claude Code, Codex, OpenCode 2 1,299 tok
divyanshu-iitian/agent-website-design-skills Verification-first AI agent skills for website design, landing pages, responsive UI QA, ac 4 Codex, OpenCode 1 514 tok
almoretti/martech-ai-skills-and-tools Martech AI Skills and Tools — Claude skills & read-only CLIs for the marketing-technology 4 Claude Code, Codex, OpenCode 2 1,747 tok
gxgeek-n/wenqu-mem Zhejiang University MEM engineering management master's thesis writing toolkit|21 Claude C 4 Claude Code, Codex, OpenCode 2 481 tok
DynamoDS/skills dynamods.github.io Dynamo Shared Skills 4 Claude Code, Codex, OpenCode 2 427 tok
Supersynergy/agent-token-saver-skill-router Your agent reads the few skills a task needs, not forty. Picks none, one, or a small bound 4 Claude Code, Codex, OpenCode 2 250 tok
nschneir/Project64 nschneir.github.io Project64 is a set of tools, skills, and an MCP to enable agentic Commodore 64 coding and 4 Codex, OpenCode 1 5,003 tok
iannuttall/png2svg Agent-guided PNG to SVG reconstruction for logos and icons. Clean geometry and gradients, 4 Claude Code, Codex, OpenCode 2 983 tok
metagit-ai/metagit-cli metagit-ai.github.io Situational awareness across Git repositories. 4 Codex, GitHub Copilot, Cursor, OpenCode 3 3,116 tok
trugurpala/pinescriptv6 Source-traceable Pine Script v6 guidance and structured examples for AI coding agents, wit 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 19,732 tok
Rish-Modi/career-agent A Claude Code project that turns job searching into a structured workflow. Your career his 4 Claude Code 1 1,949 tok
SebastianElvis/hammer Agent skills for learning — Socratic tutoring with persistent learner state and spaced rev 4 Claude Code 1 2,416 tok
netresearch/netresearch-branding-skill netresearch.github.io Agent Skill for implementing Netresearch brand guidelines - colors, typography, components 4 Codex, OpenCode 1 1,343 tok
shennawardana23/skillme :page_facing_up: Skillme — Agent Skills Production-grade engineering skills for AI coding 4 Claude Code, Codex, OpenCode 2 544 tok
yamadashy/agent-readable Agent Skills for reading hard-to-access content 4 Claude Code 1 163 tok
nimajafari/lighthouse-skill Agent Skill for running Google Lighthouse — measure & verify web quality (performance, a11 4 Codex, OpenCode 1 532 tok
spearchucker667/Skill-HQE HQE (/HQE) is a portable, production-grade agent skill that equips AI coding agents with t 4 Codex, OpenCode 1 2,503 tok
step-into-ai/kie-media kie.ai Portable KIE.ai media agent — live model discovery, safe image/video generation, campaigns 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 933 tok
Mark393295827/graph-engineering-architectures Bounded static DAG contracts, validators, experiments, and adjacent agent architecture bou 4 Codex, OpenCode 1 459 tok
chemaoxfz/idea-to-essay Turn a research idea into a literature-grounded, tutorial-like standalone HTML essay. An A 4 Codex, OpenCode 1 479 tok
warpdotdev/recruiting-sourcing-agent-oss Molly — a prompt-driven AI recruiting sourcing agent. Finds candidates via Exa, calibrates 4 Codex, OpenCode 1 1,218 tok
Cratis/AI cratis.io Free, MIT-licensed AI skills, rules, and agent guidance for building event-sourced and CQR 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 26 tok
crimx/skills A collection of agent skills I use in real work. 4 Codex, OpenCode 1 393 tok
rodrigopg/whatsapp-mcp WhatsApp MCP Server — community fork with LID contact fixes, group management, security ha 4 Claude Code, Codex, OpenCode 2 1,067 tok
KevinBatdorf/anna Self-hosted book search API and MCP server built on Anna's Archive and Goodreads data 4 Claude Code 1 493 tok
ali-demirbas/claude-lifecycle ali-demirbas.github.io Lifecycle marketing & CRM engine for Claude Code — scores your data first, then generates 4 Claude Code, Gemini CLI 5 2,177 tok
YousefNabil-SOC/claude-apex Public mirror + teaching install of my Claude Code environment: 1,276 skills, 185 agents, 4 Claude Code 1 2,516 tok
SUNRNEHUI/agent-harness Plan-native execution harness for AI coding agents: intent-to-contract synthesis, bounded 4 Codex, OpenCode 1 1,481 tok
yusufalikync/ccs Real-time usage stats in Claude Code's status line — see context %, session limit, weekly 4 Claude Code 3 2,296 tok
rhein1/fable5-codex OpenAI Codex plugin for evidence-first code review, audits, fact checks, run contracts, an 4 Codex, OpenCode 1 372 tok
teranos/ground Ground Control for Agentic AI 4 Claude Code 1 677 tok
cahenesy/throughline Claude Code plugin: a PRD/TDD/ADR design-doc pipeline with phase-gate PRs, an independent 4 Claude Code 1 —