$ // kpi_snapshot
REPOS TRACKED
100
in current window
TOTAL STARS
5,211,707
across tracked set
SECTORS
8
taxonomy buckets
REVIEWED
18
repos with published reviews
WINDOW
180d
2026-05-06 → 2026-11-02
LAST UPDATED
2026-11-02
tracking since 2026-05-06
// breakout_sector — AI AGENTS
AI agents +67.1%
2,354,464 → 3,933,198 ★ · 2026-01 → 2026-11 · +1,578,734 net
first2,354,464
→
latest3,933,198
growth+1,578,734
$ // sector_growth
Net star delta per sector vs previous snapshot. Green = net gain, red = net loss.
$ // yearly_trends
Cumulative stars per sector. Top-5 by latest total plus AI agents highlighted.
max scale = 3,933,198 ★ · top-5 + agents
$ // momentum_2mo
Compares summed snapshot stars: recent pair vs prior pair. >+10% Accelerating, ±10% Steady, <-10% Cooling.
| Sector | Prior | Recent | Δ% | Signal |
|---|---|---|---|---|
| Data | 787,766 | 2,768,267 | +251.4% | |
| ML infra | 676,516 | 960,806 | +42.0% | |
| AI agents | 6,001,062 | 7,091,654 | +18.2% | |
| Games | 116,419 | 119,434 | +2.6% | Steady |
| Other | 4,387,519 | 4,200,812 | -4.3% | Steady |
| LLM | 2,195,733 | 1,569,301 | -28.5% | Cooling |
| Web | 4,632,069 | 2,398,364 | -48.2% | Cooling |
| Infra/DevOps | 940,894 | 189,361 | -79.9% | Cooling |
prior: 2026-08 → 2026-09 · recent: 2026-10 → 2026-11
$ // sector_mix
| Sector | Repos | Stars | New | Share |
|---|---|---|---|---|
| AI agents | 66 | 3,689,200 | +0 | |
| LLM | 12 | 539,684 | +0 | |
| Other | 10 | 455,228 | +0 | |
| ML infra | 5 | 214,341 | +0 | |
| Data | 3 | 104,180 | +0 | |
| Infra/DevOps | 1 | 94,920 | +0 | |
| Games | 2 | 78,277 | +0 | |
| Web | 1 | 35,877 | +0 |
// top_languages
Python · 30TypeScript · 23Rust · 13JavaScript · 8HTML · 6Go · 5
$ // window_config
window_days180
start2026-05-06
end2026-11-02
snapshots14 / 11 mo
Deltas are snapshot-to-snapshot, not GitHub lifetime. Use momentum + yearly together to separate level vs velocity.
$ // repo_rankings
| # | Repository | Description | Lang | ★ | Sector | Review |
|---|---|---|---|---|---|---|
| 1 | deepseek-ai/deepseek-harness | DeepSeek Harness: Everything is a Plugin. | TypeScript | 269,149 | AI agents | Read review ↗ |
| 2 | DietrichGebert/ponytail | Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. | JavaScript | 182,560 | AI agents | Read review ↗ |
| 3 | Graphify-Labs/graphify | Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. | Python | 140,888 | AI agents | Read review ↗ |
| 4 | garrytan/gstack | Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA | TypeScript | 138,638 | LLM | Read review ↗ |
| 5 | VoltAgent/awesome-design-md | A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI. | 125,193 | AI agents | Read review ↗ | |
| 6 | JuliusBrussee/caveman | 🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman. | Go | 116,852 | AI agents | Read review ↗ |
| 7 | stablyai/orca | Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime. | TypeScript | 113,204 | AI agents | Read review ↗ |
| 8 | addyosmani/agent-skills | Production-grade engineering skills for AI coding agents. | JavaScript | 112,686 | AI agents | Read review ↗ |
| 9 | paperclipai/paperclip | The open-source app everyone uses to manage agents at work | TypeScript | 110,135 | AI agents | Read review ↗ |
| 10 | Leonxlnx/taste-skill | Agent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pages | JavaScript | 108,347 | AI agents | Read review ↗ |
| 11 | Panniantong/Agent-Reach | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | Python | 107,883 | AI agents | Read review ↗ |
| 12 | nexu-io/open-design | The 1st Collaborative AI Design Agent Workspace. Local-first and open source. Create motion, prototypes, websites, apps, dashboards, presentations, images, and videos with your team and AI agents. Share work, exchange feedback, and iterate together in one workspace. | TypeScript | 105,467 | AI agents | Read review ↗ |
| 13 | karpathy/autoresearch | AI agents running research on single-GPU nanochat training automatically | Python | 99,071 | AI agents | Read review ↗ |
| 14 | debpalash/VoiceStudio | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages. | Python | 98,581 | ML infra | Read review ↗ |
| 15 | odysseus-dev/odysseus | Self-hosted AI workspace. | Python | 94,920 | Infra/DevOps | Read review ↗ |
| 16 | tt-a1i/archify | Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more. | JavaScript | 92,607 | AI agents | Read review ↗ |
| 17 | Egonex-AI/Understand-Anything | Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. | TypeScript | 89,765 | AI agents | Read review ↗ |
| 18 | cheaper-inference/OmniRoute | Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop | TypeScript | 83,817 | AI agents | queued |
| 19 | career-ops-hq/career-ops | Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and an application tracker. It helps you fill in each application; you press Submit. Runs locally in Codex, OpenCod | JavaScript | 79,447 | AI agents | queued |
| 20 | heygen-com/hyperframes | Write HTML. Render video. Built for agents. | TypeScript | 77,461 | AI agents | queued |
| 21 | rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | Python | 76,342 | AI agents | queued |
| 22 | storytold/photocraft | PhotoCraft: An open-source, photo editor written by scratch in pure Rust | Rust | 76,066 | Other | queued |
| 23 | calesthio/OpenMontage | World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio. | Python | 74,855 | AI agents | queued |
| 24 | eternity4719/HowToLiveBetter | 高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国与技能。每条写明成本、收益、证据等级和原始出处，只引期刊论文与官方文件。 | HTML | 72,644 | Other | queued |
| 25 | cathrynlavery/diagram-design | Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, Qoder, and Pi. 45 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop. | HTML | 64,250 | AI agents | queued |
| 26 | bilawalsidhu/gods-eye-view | A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe. | JavaScript | 62,174 | Data | queued |
| 27 | MemPalace/mempalace | The best-benchmarked open-source AI memory system. And it's free. | Python | 60,239 | AI agents | queued |
| 28 | ayghri/i-have-adhd | A skill to stop your coding agent from burying the answer. ADHD-friendly output. | Python | 59,770 | AI agents | queued |
| 29 | HKUDS/CLI-Anything | "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ | Python | 58,095 | AI agents | queued |
| 30 | Imbad0202/academic-research-skills | Academic Research Skills for Claude Code: research → write → review → revise → finalize | Python | 54,990 | LLM | queued |
| 31 | emilkowalski/skills | Skills for Designers and Engineers. | Markdown | 52,898 | Other | queued |
| 32 | Yuan1z0825/nature-skills | 符合nature论文学术表达和科研绘图的Skill | Python | 51,850 | LLM | queued |
| 33 | chenglou/pretext | Fast, accurate & comprehensive text measurement & layout | TypeScript | 50,986 | Other | queued |
| 34 | boykopovar/AnyPS5 | Tool for automatic PS5 executables porting to Linux and Windows | C++ | 50,600 | Games | queued |
| 35 | alibaba/open-code-review | Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. | Go | 49,284 | AI agents | queued |
| 36 | DeusData/codebase-memory-mcp | Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection. | C | 47,991 | AI agents | queued |
| 37 | herdrdev/herdr | the runtime your coding agents live on | Rust | 47,487 | AI agents | queued |
| 38 | JustVugg/colibri | Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦 | C | 46,214 | ML infra | queued |
| 39 | tashfeenahmed/freellmapi | 7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only. | TypeScript | 46,096 | LLM | queued |
| 40 | Nutlope/hallmark | Anti-AI-slop design skill for Claude Code, Cursor, and Codex. | CSS | 45,573 | LLM | queued |
| 41 | zhaoxuya520/reverse-skill | Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Cl | PowerShell | 43,979 | LLM | queued |
| 42 | tinyhumansai/openhuman | The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS. | Rust | 42,496 | AI agents | queued |
| 43 | THU-MAIC/OpenMAIC | Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click | TypeScript | 42,473 | AI agents | queued |
| 44 | anthropics/financial-services | Python | 40,987 | Other | queued | |
| 45 | pingdotgg/t3code | TypeScript | 40,100 | Other | queued | |
| 46 | AlexsJones/llmfit | Hundreds of models & providers. One command to find what runs on your hardware. | Rust | 38,563 | LLM | queued |
| 47 | JCodesMore/ai-website-cloner-template | Clone any website with one command using AI coding agents | TypeScript | 38,431 | AI agents | queued |
| 48 | HKUDS/Vibe-Trading | "Vibe-Trading: Your Personal Trading Agent" | Python | 37,440 | AI agents | queued |
| 49 | alchaincyf/nuwa-skill | 你想蒸馏的下一个员工，何必是同事。蒸馏任何人的思维方式——心智模型、决策启发式、表达DNA。Distill how anyone thinks. | Python | 37,190 | Other | queued |
| 50 | virgiliojr94/book-to-skill | Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. | Python | 36,751 | AI agents | queued |
| 51 | block/buzz | A hive mind communication platform | Rust | 36,678 | Other | queued |
| 52 | esengine/DeepSeek-Reasonix | A reliable coding agent for complex software engineering tasks. | Go | 36,040 | AI agents | queued |
| 53 | webadderallorg/Recordly | Create polished demo videos without editing skills. Mac/Windows/Linux | TypeScript | 35,877 | Web | queued |
| 54 | mukul975/Anthropic-Cybersecurity-Skills | 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · | Python | 35,433 | AI agents | queued |
| 55 | openai/codex-plugin-cc | Use Codex from Claude Code to review code or delegate tasks. | JavaScript | 34,807 | LLM | queued |
| 56 | mksglu/context-mode | Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks. | TypeScript | 33,226 | AI agents | queued |
| 57 | zeroclaw-labs/zeroclaw | Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀 | Rust | 33,098 | AI agents | queued |
| 58 | Donchitos/Claude-Code-Game-Studios | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy. | Shell | 33,055 | AI agents | queued |
| 59 | iOfficeAI/OfficeCLI | OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required. | C# | 32,942 | AI agents | queued |
| 60 | BigPizzaV3/CodexPlusPlus | An enhanced tool for CodexApp, striving to make Codex better to use and more comfortable 一个CodexApp的增强工具，努力让Codex和其他 AI Agent变得更好用更舒服 | Rust | 32,834 | AI agents | queued |
| 61 | CloakHQ/CloakBrowser | Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 50+ tests passed. | Python | 32,692 | AI agents | queued |
| 62 | tirth8205/code-review-graph | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. | Python | 32,560 | AI agents | queued |
| 63 | googleworkspace/cli | Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills. | Rust | 32,061 | AI agents | queued |
| 64 | garrytan/gbrain | Garry's Opinionated OpenClaw/Hermes Agent Brain | TypeScript | 31,453 | AI agents | queued |
| 65 | jackwener/OpenCLI | Make Any Website into CLI & Use your logged-in browser by AI agent. | JavaScript | 30,833 | AI agents | queued |
| 66 | browser-use/video-use | Edit videos with coding agents | Python | 30,385 | AI agents | queued |
| 67 | baidu/Unlimited-OCR | Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. | Python | 30,358 | ML infra | queued |
| 68 | TencentCloud/TencentDB-Agent-Memory | TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks. | TypeScript | 30,350 | AI agents | queued |
| 69 | rohitg00/agentmemory | #1 Persistent memory for AI coding agents based on real-world benchmarks | TypeScript | 30,085 | AI agents | queued |
| 70 | h4ckf0r0day/obscura | The headless browser for AI agents and web scraping | Rust | 30,070 | AI agents | queued |
| 71 | op7418/guizang-ppt-skill | AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime. | HTML | 29,142 | AI agents | queued |
| 72 | google-labs-code/design.md | A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system. | TypeScript | 28,688 | AI agents | queued |
| 73 | alchaincyf/huashu-design | Huashu Design 3.0 · 在 agent 里打一句话，拿回能交付的设计：网页 / App 原型 / 可编辑 PPTX / 动画 / 信息图 · 六个候选挑三个方向 · 84 种带样张的风格库 · 越用越懂你的外观账本与设计体检 · HTML-native design skill for Claude Code, Codex, Cursor & any agent | HTML | 28,473 | AI agents | queued |
| 74 | openai/symphony | Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents. | Elixir | 27,900 | AI agents | queued |
| 75 | floci-io/floci | Light, fluffy, and always free - The AWS Local Emulator alternative | Java | 27,677 | Games | queued |
| 76 | xai-org/grok-build | SpaceXAI's coding agent harness and TUI. Fullscreen, mouse interactive, extensible. | Rust | 27,658 | AI agents | queued |
| 77 | phuryn/pm-skills | PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth. | 27,622 | AI agents | queued | |
| 78 | NawfalMotii79/PLFM_RADAR | Open-source, low-cost 10.5 GHz PLFM phased array RADAR system | PLSQL | 27,258 | Other | queued |
| 79 | antirez/ds4 | DeepSeek 4 Flash and PRO local inference engine for Metal, CUDA and ROCm | C | 24,199 | ML infra | queued |
| 80 | hasaneyldrm/exercises-dataset | 1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app. | HTML | 23,486 | Data | queued |
| 81 | jundot/omlx | LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar | Python | 23,287 | LLM | queued |
| 82 | claude-code-best/claude-code | 原汁原昧 Claude Code 可运行,可构建, 可调试版; 生产级工程化, 企业级可靠性; 安全无毒, 内存泄露修复 | TypeScript | 23,141 | LLM | queued |
| 83 | NVIDIA/NemoClaw | Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference | TypeScript | 22,918 | AI agents | queued |
| 84 | PrimeIntellect-ai/prime-agent | A self-improving RLM agent for coding workflows and long-running autonomous tasks. | Rust | 22,532 | AI agents | queued |
| 85 | KKKKhazix/khazix-skills | 数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents | Python | 21,827 | AI agents | queued |
| 86 | jnMetaCode/agency-agents-zh | 🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。 | Shell | 21,795 | AI agents | queued |
| 87 | google/skills | Agent Skills for Google products and technologies | Python | 21,784 | AI agents | queued |
| 88 | nashsu/llm_wiki | LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。 | TypeScript | 21,307 | LLM | queued |
| 89 | refactoringhq/tolaria | Desktop app to manage markdown knowledge bases | TypeScript | 20,421 | Other | queued |
| 90 | nesquena/hermes-webui | Hermes WebUI: The best way to use Hermes Agent from the web or from your phone! | Python | 19,353 | AI agents | queued |
| 91 | browser-use/browser-harness | Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT. | Python | 18,817 | AI agents | queued |
| 92 | microsoft/SkillOpt | SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts. | Python | 18,813 | AI agents | queued |
| 93 | Robbyant/lingbot-map | [ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction | Python | 18,520 | Data | queued |
| 94 | larksuite/cli | The official Lark/飞书 CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks, Meetings, and more, with 200+ commands and 20+ AI Agent Skills. | Go | 17,930 | AI agents | queued |
| 95 | RyanCodrai/turbovec | A vector index built on TurboQuant, written in Rust with Python bindings | Rust | 17,453 | LLM | queued |
| 96 | cft0808/edict | 🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails | Python | 17,046 | AI agents | queued |
| 97 | xbtlin/ai-berkshire | AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis. | HTML | 16,981 | AI agents | queued |
| 98 | chenhg5/cc-connect | Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant from anywhere — no public IP required for most platforms. | Go | 16,211 | AI agents | queued |
| 99 | HKUDS/OpenHarness | "OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!" | Python | 16,157 | AI agents | queued |
| 100 | microsoft/RustTraining | Beginner, advanced, expert level Rust training material | Rust | 14,989 | ML infra | queued |
100 shown·thead sticky · scroll 65vh · density 0.8em·18 with reviews
Source: GitHub Search API · window 2026-05-06 → 2026-11-02 (180 days) · last updated 2026-11-02 · star counts are snapshot-scoped, not lifetime GitHub totals · deltas vs 2026-10-26.