How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
ghostswap1/ghostswap-agents ghostswap.io Official multi-LLM agent pack for the GhostSwap Partners API (no-KYC crypto swaps, 1,600+ 3 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 2,435 tok
promptwheel-ai/logbook npmjs.com Turn Git history into memory AI coding agents can use. 3 Claude Code, Codex, OpenCode 2 1,125 tok
cammac-creator/ibanforge ibanforge.com IBAN validation API: bank code checked against national registers (DE, AT, BE, CZ, SK, BG, 3 Claude Code, Codex, OpenCode 2 13,518 tok
cejor6/kalshi-mcp-server Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket ra 3 Claude Code, Codex, OpenCode 3 14,885 tok
chrischall/zola-mcp Zola wedding planning MCP server for Claude 3 Claude Code, Codex, OpenCode 2 4,734 tok
vish288/mcp-atlassian-extended pypi.org MCP server for Jira & Confluence — 22 tools, 15 resources, 5 prompts for custom fields, is 3 Codex, OpenCode 1 6,874 tok
seldonframe/reelier reelier.com Agents make claims. Reelier writes receipts — record an agent's tool-call workflow once, r 3 Claude Code, Codex, OpenCode 3 13,870 tok
sendblue-api/sendblue-browser-use Standalone debug browser for agents. Stealth-patched Chromium behind a tiny HTTP API. Pers 3 Codex, OpenCode 1 1,064 tok
szara7678/OpenAkashic knowledge.openakashic.com A self-hostable knowhow graph for people and agents: situations, goals, methods, outcomes 3 Codex, OpenCode 1 325 tok
QuantGeekDev/google-calendar-mcp-app Google Calendar MCP with MCP-Apps (MCP-UI) functionality 3 Claude Code, Codex, OpenCode 8 2,545 tok
pijusz/mcp-mailtrap Mailtrap MCP server — email analytics, templates, inboxes & sending via natural language 3 Claude Code, Codex, OpenCode 2 1,821 tok
pipik-roman/rowlite Rowlite is an open-source, non-SQL, lightweight CLI tool and MCP server to work with markd 3 Codex, Gemini CLI, OpenCode 2 241 tok
seancrecord/scvd-general-store-repo scvd.store An evidence observatory for agentic commerce. Free x402/MPP endpoint inspection, signed-of 3 Claude Code, Codex, OpenCode 2 2,237 tok
OthmanAdi/open-responses-agent-skill Build autonomous agents with Open Responses API - A Claude Code skill for multi-provider a 3 Codex, OpenCode 1 964 tok
kadaba/claude-bridge Connect two Claude Code ,codex and grok sessions different users too, — your laptop and yo 3 Codex, OpenCode 1 1,505 tok
nestharus/agent-implementation-skill Multi-model agent implementation workflow skill for Claude Code. Orchestrates research, ev 3 Codex, OpenCode 1 3,952 tok
trackly-app/trackly-cli usetrackly.app Trackly job search CLI and MCP server for Claude, ChatGPT, Codex and Cursor. Filter roles, 3 Claude Code, Codex, OpenCode 2 5,366 tok
OpenTechIL/markitdown-for-ai MarkItDown is a Python tool that converts various document formats to Markdown. This Docke 3 Codex, OpenCode 1 732 tok
leiverkus/open-document-skills Agent skills and helper scripts for OpenDocument Format files (ODT, ODP, ODS, ODG) 3 Claude Code, Codex, OpenCode 2 735 tok
cyn-zhang/job-radar AI-powered job hunting copilot— daily scans, JD evaluation, CV tailoring, cover letters, i 3 Claude Code, Codex, OpenCode 2 1,060 tok
int2t05/engineering-skills Task-focused engineering skills for Claude Code, Codex and other coding agents. Portable i 3 Claude Code, Codex, OpenCode 2 2,624 tok
blisspixel/primr Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered r 3 Claude Code, Codex, OpenCode 2 4,196 tok
id-andyyy/LabAI 🤖🧪 AI assistant LABAY for autonomously completing laboratory assignments 3 Codex, OpenCode 1 797 tok
AnythingGraph/AnythingGraph anythinggraph.com Build AI-Ready Knowledge Capsule, Connect your existing systems, define governance once, r 3 Codex, OpenCode 1 1,452 tok
ryan-scheinberg/remote-workstreams Voice driven secure workstream management for Claude Code and Codex 3 Codex, OpenCode 1 7,536 tok
dizhouid-lgtm/liepin-ai-loop-recruiting A LOOP skill for automated resume screening, based on the Liepin CLI. AI helps you find th 3 Claude Code, Codex, OpenCode 2 2,359 tok
willbytee-sudo/android-qa-kit Make your coding agent test the Android app you just compiled: installs the APK on a real 3 Claude Code, Codex, OpenCode 2 2,867 tok
Kin9Zeus/senior-engineer-skills Turn Claude Code into a senior engineering organization — 20 skills for audits, secure bui 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,692 tok
webbertakken/agent-skills Reusable skills for for Claude Code and OpenCode 3 Claude Code, Codex, OpenCode 2 141 tok
SunnyKTuladhar/lateralus 🌀The Lateral Thinking skill, for when you need to turn you coding agent to brainstorm, s 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,823 tok
dasein108/slope-studio youtube.com "Automated AI short-video studio: idea → published YouTube Short, $0.06/video" 3 Claude Code, Codex, OpenCode 2 304 tok
soden46/engineer-flow Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialist 3 Codex, OpenCode 1 587 tok
unvulcanised-watercress762/mem9 Enable AI agents to retain memory across sessions using persistent storage designed for co 3 Claude Code, Codex, OpenCode 2 1,832 tok
openEHR/ai-plugins AI plugins for openEHR - specification authoring, review and governance skills. Claude Cod 3 Claude Code, Codex, OpenCode 2 1,915 tok
jamestkelly/search-mesh SIMD-accelerated, single-pass codebase intelligence fabric for AI agents. Offload multi-ke 3 Claude Code, Codex, OpenCode 2 662 tok
Doris-Labs/sales-skills dorislabs.com 3 Claude Code, Codex, OpenCode 2 697 tok
dxkjuanjuan/ui-forge dxkjuanjuan.github.io 🔨 5-Stage UI Design Forge — Discover → Tokenize → Compose → Animate → Polish. 11 themes, 3 Codex, OpenCode 1 871 tok
LoserLab/hexed x.com Hexed is a Claude skill that extracts structured color systems from images and builds a co 3 Codex, OpenCode 1 275 tok
hobart9527/andrej-karpathy-guideline-for-ai-coding Andrej Karpathy-inspired guidelines for Codex and Claude Code that reduce common LLM codin 3 Claude Code, Codex, OpenCode 2 1,999 tok
mappamind/mappamind mappamind.github.io See what your AI coding agent just did to your system's behavior, flow, and architecture. 3 Claude Code, Codex, OpenCode 2 1,102 tok
densmirnov/hidden-achievements-skill Sealed hidden daily achievements for team agents: anti-spam, prompt-injection safe, no ret 3 Codex, OpenCode 1 2,394 tok
jsuvic/agent-profile agent-profile.com Configure Codex, Claude, and Tabnine to understand your project, follow its workflow, and 3 Claude Code, Codex, OpenCode 3 2,434 tok
ironbee-ai/ironbee-devtools-skills ironbee.ai Skills for IronBee DevTools MCP/CLI 3 Claude Code, Codex, OpenCode 2 7,019 tok
eljoujat/sapcc-skill A skill that turns natural-language requests into Groovy scripts , FlexibleSearch queries 3 Codex, OpenCode 1 4,923 tok
RbBtSn0w/adg adg.rbbtsn0w.me One CLI to manage AI agent plugins and skills — author once in a single manifest, adapt to 3 Codex, OpenCode 1 779 tok
lihytaihe-lang/aetherpane Web UI polish skill and design system for AI coding agents (Codex, Claude Code, Cursor, Wi 3 Codex, OpenCode 1 2,711 tok
momentmaker/kaijutsu kaijutsu.dev Write your dev workflow once. Run it on any LLM. Open agent skills + multi-model swarm + a 3 Claude Code, Codex, Gemini CLI, OpenCode 3 2,892 tok
yarlson/yarstack Engineering workflows and standards for Codex and Claude Code: plan, implement, test, revi 3 Claude Code, Codex, OpenCode 2 1,026 tok
frankaging/lite-research-agents Lite research agents on proposal, experiment and review 3 Claude Code, Codex, OpenCode 2 648 tok
Pursuer-Hsf/manage-my-skills Private, safe, cross-machine lifecycle management for personal Agent Skills. 3 Codex, OpenCode 1 268 tok