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Every vibe coding tool. One curated board.
Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.
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0 added today · 26.5M stars tracked
5 builders · 9 categories
5 builders · 9 categories
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Hot Tools
LIVE_FEEDRNK
IDENTITY
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HEALTH
01
ktransformersUUniversalA Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
18k
02
QuantDingerUUniversalAI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
9.8k
03
WrenAIUUniversalGenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns na...
16k
04
ai-agent-bookUUniversal《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
5.4k
05
obsidian-mindMMultipleAn Obsidian vault that gives AI coding agents persistent memory. Claude Code, Codex CLI, Gemini CLI.
3.4k
06
cc-switchMMultipleA cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent....
119k+1.7k this wk
07
andrej-karpathy-skills
Claude CodeA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pi...
Claude CodeA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pi...194k+1.7k this wk
updated 3mo ago
08
marketingskillsClaude CodeMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Claude CodeMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.41k+1.6k this wk
updated 3d ago
09
ECCMMultipleThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...
231k+1.6k this wk
updated 2d ago
10
OmniRouteMMultipleNever stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Clin...
20k+1.5k this wk
updated today
Breakout Repos
DAILYRNK
IDENTITY
STARS
ACTIVITY
01
bojieli/ai-agent-book
PythonTRENDING
5.4k+1.7k
02
tirth8205/code-review-graph
PythonTRENDING
21k+663
03
jamiepine/voicebox
TypeScriptTRENDING
43k+610
04
KnockOutEZ/wigolo
TypeScriptTRENDING
1.8k+595
05
rohitg00/ai-engineering-from-scratch
PythonTRENDING
40k+501
06
PostHog/posthog
PythonTRENDING
37k+411
07
MoonshotAI/kimi-cli
PythonTRENDING
9.9k+410
08
kvcache-ai/ktransformers
PythonTRENDING
18k+360
09
lyogavin/airllm
Jupyter NotebookTRENDING
24k+358
10
1jehuang/jcode
RustTRENDING
8.9k+235
New MCP Servers
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PROVIDER / ENDPOINT
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01
cybersec-toolkitOne command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code...
MCP
30
02
osaurusOwn your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...
OpenAIAnthropicOllama
7.2k
03
voidly-payOff-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-relea...
MCP
11
04
activepiecesAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...
GoTypeScriptOpenAI
23k
05
hecateLocal AI operations console for supervised agent work.
MCP
22
06
hol-guardOpen-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP serv...
MCP
409
Critical AI News
DO_NOT_MISSLIVE_STATUS:
TOOLS_INDEXED: 6624ADDED_TODAY: 0STARS_TRACKED: 26.5MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: cybersec-toolkitTOP_MOVER: ktransformers TOOLS_INDEXED: 6624ADDED_TODAY: 0STARS_TRACKED: 26.5MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: cybersec-toolkitTOP_MOVER: ktransformers
2045 projects found
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pi...
Featured build194k repo stars15613 builder votes
Updated 3mo ago
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.. An open-source skill for the AI coding ecosystem.
SkillClaude Code Skills
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Featured build41k repo stars12219 builder votes
Updated 3d agoOpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeOpenAI, ClaudeMarketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.. An open-source skill for the AI coding ecosystem.
Skill
why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
Featured build91k repo stars18160 builder votes
Updated 16d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Claude Codewhy use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman. An open-source skill for the AI coding ecosystem.
Skill
A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!
Builder signal988 repo stars99 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!
Skill
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL...
Featured build91k repo stars27448 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into …
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Featured build38k repo stars11544 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeAcademic Research Skills for Claude Code: research → write → review → revise → finalize. An open-source skill for the AI coding ecosystem.
Skill
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.
Stack favorite13k repo stars2654 builder votes
Updated 23d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.. An open-source skill for the AI coding ecosystem.
U
Skill
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Featured build86k repo stars25813 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.. An open-source skill for the AI coding ecosystem.
U
Skill
An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms
Featured build108k repo stars32317 builder votes
Updated 5d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms. An open-source skill for the AI coding ecosystem.
U
Skill
OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, an...
Stack favorite20k repo stars5878 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal
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 installa…
U
Skill
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
Featured build65k repo stars19559 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop. An open-source skill for the AI coding ecosystem.
U
Skill
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI c...
Featured build40k repo stars12025 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.. An open-source ski…
Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows
Stack favorite6.6k repo stars1982 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Codex
Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows. An open-source skill for the AI coding ecosystem.
Skill
omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex...
Featured build66k repo stars19850 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
Codex
omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode. An open-source skill for the AI coding ecosystem.
中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill
Stack favorite8.2k repo stars818 builder votes
Updated 1mo ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Codex
中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill. An open-source skill for the AI coding ecosystem.
Skill
Apple development skills for Claude Code and Codex — latest iOS 26+ APIs, SwiftUI, Liquid Glass, and more
Builder signal285 repo stars29 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
Apple development skills for Claude Code and Codex — latest iOS 26+ APIs, SwiftUI, Liquid Glass, and more
给 Codex Desktop 一键换肤：OpenAI Codex/ChatGPT 桌面端主题工具，CDP 注入零修改应用，Miku/原神/鸣潮/火影/恋与深空 9 预设+自定义图片取色 | One-click theme & ski...
Builder signal265 repo stars27 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
Codex
给 Codex Desktop 一键换肤：OpenAI Codex/ChatGPT 桌面端主题工具，CDP 注入零修改应用，Miku/原神/鸣潮/火影/恋与深空 9 预设+自定义图片取色 | One-click theme & skin switcher for OpenAI Codex Desktop (macOS/Windows)
Skill
The open-source Claude Design alternative. Local-first desktop app. Your coding agent becomes the design e...
Featured build80k repo stars23910 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
The open-source Claude Design alternative. Local-first desktop app. Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — r…
Skill
GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex and Other Skill-Compatible...
Stack favorite3.9k repo stars1157 builder votes
Updated 5d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Codex
GPT-Image-2 PPT Generator Skill for Creating Image-Based PowerPoint Presentations in Codex and Other Skill-Compatible Agents. An open-source skill for the AI coding ecosystem.
U
Skill
Production-grade engineering skills for AI coding agents.
Featured build79k repo stars23788 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
Production-grade engineering skills for AI coding agents.. An open-source skill for the AI coding ecosystem.
Skill
Skills Catalog for Codex
Featured build24k repo stars1916 builder votes
Updated 5d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Codex
Skills Catalog for Codex
U
Skill
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics too...
Builder signal187 repo stars19 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.
Skill
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, a...
Featured build75k repo stars22550 builder votes
Updated 2d ago
Featured buildAlready singled out as one of the stronger builds on the board.
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, …
Clone any website with one command using AI coding agents
Featured build29k repo stars5757 builder votes
Updated 15d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
Clone any website with one command using AI coding agents. An open-source skill for the AI coding ecosystem.
AI 账号注册与管理一站式工具集 | ChatGPT, Claude, Gemini, Codex, Cursor, Grok 批量注册、Token 管理、临时邮箱服务
Stack favorite1.1k repo stars106 builder votes
Archived
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
AI 账号注册与管理一站式工具集 | ChatGPT, Claude, Gemini, Codex, Cursor, Grok 批量注册、Token 管理、临时邮箱服务
机构级个股投研报告 Agent Skill（九章结构 + 多方法估值交叉验证），适用于 Claude Code / Cowork / Codex 等 AI Agent 工具
Builder signal134 repo stars13 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
机构级个股投研报告 Agent Skill（九章结构 + 多方法估值交叉验证），适用于 Claude Code / Cowork / Codex 等 AI Agent 工具
U
Skill
Generate draw.io diagrams from natural language — 11 presets (UML, SysML/MBSE, BPMN, network, C4…), 36 tools: codebas...
Stack favorite6.1k repo stars1816 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal
Generate draw.io diagrams from natural language — 11 presets (UML, SysML/MBSE, BPMN, network, C4…), 36 tools: codebase/CI/infra-to-diagram, image→editable diagram, mind maps, build-up anima…
U
Skill
AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social...
Featured build22k repo stars2182 builder votes
Updated 1mo ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
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.. An open-source skil…
Skill
Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO,...
Stack favorite12k repo stars2360 builder votes
Updated 13d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeUniversal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, semantic clustering, e-commerce…
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwid...
Featured build31k repo stars9363 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 148 ready-to-use skills plus 100+ scientific databases covering biolo…
from vibe coding to agentic engineering - practice makes claude perfect
Featured build63k repo stars18930 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
from vibe coding to agentic engineering - practice makes claude perfect. An open-source skill for the AI coding ecosystem.
SkillClaude Code Apps
Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+...
Featured build30k repo stars9134 builder votes
Updated todayGo, LLM, TypeScript, React, SQLite, Vite, Bun, JavaScript, Python, Rust, Java, OpenAI, Claude, Anthropic, Ollama, GPT, AWS
Featured buildAlready singled out as one of the stronger builds on the board.
Go, LLM, TypeScript, React, SQLite, Vite, Bun, JavaScript, Python, Rust, Java, OpenAI, Claude, Anthropic, Ollama, GPT, AWS
Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!. An open-so…
U
Skill
Create beautiful slides on the web using a coding agent's frontend skills
Featured build26k repo stars5186 builder votes
Updated 26d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal
Create beautiful slides on the web using a coding agent's frontend skills. An open-source skill for the AI coding ecosystem.
AI 账号注册与管理一站式工具集 | ChatGPT, Claude, Gemini, Codex, Cursor, Grok 批量注册、Token 管理、临时邮箱服务
Builder signal991 repo stars99 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
AI 账号注册与管理一站式工具集 | ChatGPT, Claude, Gemini, Codex, Cursor, Grok 批量注册、Token 管理、临时邮箱服务
Skill
Local-first, multi-provider coding desktop with Codex-style Steering, task controls, inline artifacts, PR review, too...
Rising build60 repo stars6 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
Codex
Local-first, multi-provider coding desktop with Codex-style Steering, task controls, inline artifacts, PR review, tools, skills, MCP, and research.
O
Skill
All versions of all skills that are on clawhub.com archived
Stack favorite4.5k repo stars446 builder votes
Archived
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
OOpenClaw
All versions of all skills that are on clawhub.com archived
SkillClaude Code Skills
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that s...
Featured build26k repo stars7655 builder votes
Updated todayClaude, Anthropic
Featured buildAlready singled out as one of the stronger builds on the board.
Claude, Anthropic
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and…
U
Skill
A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent...
Stack favorite2.8k repo stars560 builder votes
Updated 12d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal
A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.. An open-source skill for the AI coding ecosystem.
Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini,...
Stack favorite3.4k repo stars1022 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Cross-CLI skill for Obsidian: turn your vault into a living AI-first second brain across Claude Code, Codex, Gemini, OpenCode, Antigravity, Hermes, and Pi. 45 commands - self-rewriting note…
Skill
Huashu Design · HTML-native design skill for Claude Code · Claude Code 里 HTML 原生的设计 skill · 高保真原型 / 幻灯片 / 动画 + 20 设计哲...
Featured build22k repo stars6503 builder votes
Updated today
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeHuashu Design · HTML-native design skill for Claude Code · Claude Code 里 HTML 原生的设计 skill · 高保真原型 / 幻灯片 / 动画 + 20 设计哲学 + 5 维评审 + MP4 导出 · Agent-agnostic. An open-source skill for the AI cod…
Skill
29 AI agent skills for marketing tasks, built for Claude Code and similar AI coding assistants
Rising build44 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
Claude Code29 AI agent skills for marketing tasks, built for Claude Code and similar AI coding assistants
Claude Code / Codex skill — generate Xiaohongshu carousels & WeChat 21:9+1:1 cover pairs. Editorial × Swiss visual...
Stack favorite5.2k repo stars1041 builder votes
Updated 18d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude Code / Codex skill — generate Xiaohongshu carousels & WeChat 21:9+1:1 cover pairs. Editorial × Swiss visual systems, 28 layouts, 10 themes, single-file HTML → PNG. 小红书图文 + 公众号封面对.…
Skill
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-de...
Stack favorite8.4k repo stars2529 builder votes
Updated 2d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Cl…
Skill
Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frame...
Builder signal248 repo stars74 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD). An open-source ski…
U
SkillChat & Assistants
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Featured build49k repo stars14627 builder votes
Updated todayGo, OpenAI, Claude, Anthropic, Ollama, GPT, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, OpenAI, Claude, Anthropic, Ollama, GPT, LLM
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs. An open-source skill for the AI coding ecosystem.
Skill
Complete App Store Optimization (ASO) skill for Claude Code - metadata generation, competitor analysis, App Store Con...
Rising build35 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeComplete App Store Optimization (ASO) skill for Claude Code - metadata generation, competitor analysis, App Store Connect submission, and screenshot creation
U
Skill
把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into paste-ready...
Stack favorite2.3k repo stars469 builder votes
Updated 11d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal
把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into paste-ready WeChat article HTML.. An open-source skill for the AI coding ecosystem.
Skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
Stack favorite8.8k repo stars2635 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeTurn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.. An open-source skill for the AI coding ecosystem.
Cluster Moves Breaking Out
When a cluster heats up, a stack shift is starting.