How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
wenboxia/liangyi liangyi-five.vercel.app One idea, two opposing expert views, one synthesized decision. A Claude Code workflow for 8 Claude Code 1 3,810 tok
sendx/email-skills SendX's best practices for message performance, email sending deliverability and complianc 8 Claude Code, Codex, OpenCode 2 930 tok
mooqii/OpenPanels Extensible side panels for AI agents. 8 Codex, OpenCode 1 896 tok
Jakedismo/visual-explainer-extension Refactor of https://github.com/nicobailon/visual-explainer Nico Bailons excellent agent sk 8 Gemini CLI 1 806 tok
gondola-ai/gondola-mcp Cash-vs-award travel search MCP — hotels, flights, and rental cars across every major loya 8 Gemini CLI 1 284 tok
nelson820125/iforgeai 13 specialized AI agents — PM, Architect, DBA, UI Designer, Project Manager, Frontend, .NE 8 GitHub Copilot 2 465 tok
ShaheerKhawaja/ProductionOS ProductionOS v1.0 — Claude Code plugin with 76 agents, 39 commands, and 12 hooks. Deploys 8 Claude Code, Codex, OpenCode 2 5,986 tok
sakebomb/mcp-recall mcp-recall compresses MCP tool outputs (94 KB → 3.5 KB · 96%) and stores full results in S 8 Claude Code 1 2,988 tok
young1lin/claude-token-monitor Claude Code Statusline plugin with support for Anthropic native quota display and Z.ai Cod 8 Claude Code 2 4,931 tok
robertoecf/adversarial-review Review triad plugin for Claude Code: prompt optimization, adversarial red-team review, pla 8 Claude Code, Codex, OpenCode 2 3,062 tok
luiseiman/dotforge Configuration governance for Claude Code. Bootstrap, audit, sync, and evolve .claude/ acro 8 Claude Code 10 2,228 tok
zircote/csharp-lsp Claude Code plugin for C# development with OmniSharp LSP and dotnet format hooks 8 Claude Code 1 202 tok
ninthwave-io/ninthwave ninthwave.sh Orchestrate parallel AI coding into reviewable PRs. 8 Claude Code 1 1,812 tok
Lrinvl1203/world-class-web-design-os lrinvl1203.github.io 17 installable agent skills for distinctive web design: art direction, implementation, cri 8 Codex, OpenCode 1 1,112 tok
ZviBaratz/gnome-extension-reviewer Claude Code plugin for GNOME Shell extension EGO review compliance 8 Claude Code 1 4,022 tok
sjnims/gen-alpha-output-style Claude Code plugin that transforms responses into Gen Alpha/brainrot internet slang. No ca 8 Claude Code 1 624 tok
WaterTian/cc-hud npmjs.com Compact Claude Code statusline — zero-dependency, crash-free on Windows 8 Claude Code 1 835 tok
itallstartedwithaidea/google-ads-gemini-extension Gemini CLI extension for Google Ads management — campaign analysis, auditing, optimization 8 Gemini CLI 1 1,151 tok
gmickel/better-skill-builder Skill that teaches AI agents how to build Agent Skills for Claude Code, Codex, Amp, and Op 8 Claude Code, Codex, OpenCode 2 360 tok
huangguang1999/paseo-skins huangguang1999.github.io Open-source Paseo themes and skins with a local theme builder, one-click Agent Skill, and 8 Codex, OpenCode 1 507 tok
adulari/forge forge.adulari.dev Fast, model-agnostic AI coding harness and CLI in Rust — routes every task to the optimal 8 Codex, OpenCode 1 998 tok
hariharapanigrahy/layerkit Evidence-first AI agent workbench for vendor API integrate & contract heal — real producti 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,066 tok
GeiserX/cc-agents-md Load AGENTS.md into Claude Code sessions — no CLAUDE.md needed 8 Claude Code 1 675 tok
ZachArticulateV/designer-pro-and-seo Free MIT Claude Code plugin for the web-design + SEO workflow: design systems, on-brand pa 8 Claude Code, Codex, OpenCode 2 3,510 tok
SiliconEinstein/gaia-lkm-skills Agent skills for Gaia/LKM evidence-chain retrieval, evidence subgraph auditing, and schola 8 Codex, OpenCode 1 174 tok
MIMI180306/claude-persistent-memory mimi180306.github.io Give Claude Code persistent memory across sessions. Hybrid BM25 + vector semantic search, 8 Claude Code 1 867 tok
netresearch/typo3-ddev-skill Agent Skill for automating DDEV environment setup in TYPO3 extension projects | Claude Cod 8 Codex, OpenCode 1 852 tok
kstonekuan/webskills WebSkills turns any webpage into an agent skill - npx webskills 8 Claude Code, Codex, OpenCode 2 18 tok
leynier/telegram-cli pypi.org Agent-first Telegram CLI with structured JSON/JSONL and skills for Claude Code, Codex, Ant 8 Claude Code, Codex, OpenCode 2 531 tok
igloude/ds-skills Agent skills to police AI-generated frontend work for design system conformance. 8 Claude Code 1
RoninForge/budgetclaw roninforge.org Local spend monitor for Claude Code with hard budget caps: track cost per project and git 8 Codex, OpenCode 1 1,627 tok
frankxai/Starlight-Intelligence-System starlightintelligence.org Sovereign AI substrate for memory, orchestration, skills, governance, and evals across Cla 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,259 tok
akshatnerella/plumber Root cause first. An idiot admires complexity, a genius admires simplicity. 8 Codex, GitHub Copilot, OpenCode 2 774 tok
SeongwoongCho/adaptive-harness A self-improving harness router for Claude Code. 8 Claude Code 2 857 tok
ztemerbekov/a1-marketing-skills t.me Hand over the routine to AI agents — freeing marketing teams to focus on strategy, vision, 8 Codex, OpenCode 1 2,397 tok
kainulla/skillfire npmjs.com Will your SKILL.md win the routing race, or get cannibalized by the skills people already 8 Codex, OpenCode 1 159 tok
Avyayalaya/agent-prime avyayalaya.github.io A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quali 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 12,325 tok
timurgaleev/memex Self-hosted personal AI knowledge brain -- hybrid (vector + keyword + entity-graph) search 8 Claude Code, Codex, OpenCode 2 5,761 tok
gyuch-an02/claude-omakase 8 Claude Code 1 1,349 tok
dedsecorg/agentic-dns POSIX-native MCP server for intercepting DNS escapes and enforcing deterministic domain re 8 Claude Code 5
memyselfandm/cconami My personal repo of Claude Code Cheats 8 Claude Code 20 1,307 tok
ckalima/pipedrive-mcp-server MCP server for Pipedrive CRM. 155 contract-tested tools, v2-first API, gated destructive o 8 Claude Code 1 1,497 tok
Sealjay/mcp-whatsapp sealjay.com Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp account as 8 Claude Code 2 1,445 tok
NodeSpaceAI/nodespace-core nodespace.ai Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, fa 8 Claude Code 14 5,690 tok
DDS-Solutions/AI-TadPole-OS dds-solutions.github.io AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running aut 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,920 tok
elbruno/ElBruno.ModelContextProtocol Semantic routing for MCP tools - .NET library that indexes MCP tool definitions and return 8 Claude Code, GitHub Copilot 2 2,648 tok
ctoth/mcp_server_code_extractor 🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract fun 8 Claude Code 1 1,215 tok
TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
bh-rat/mcp-db Session and event store for MCP server, also allows distributed coordination between serve 8 Claude Code 1 2,401 tok
user-hash/Lifeblood Compiler truth in, AI context out. Open semantic glue between language intelligence and AI 8 Claude Code 1 2,325 tok