3,446 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Replace with description of the skill and when Claude should use it.
npx skills add anthropics/skills --skill template-skillBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| template-skill Replace with description of the skill and when Claude should use it. SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| dify Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so t MCP server | 161,128 | — | ||
| JavaGuide Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 MCP server | 159,561 | — | ||
| RuView π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel MCP server | 104,302 | — | ||
| anonyflow-automation Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| api-labz-automation Automate API Labz tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| api-ninjas-automation Automate API Ninjas tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| daffy-automation Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| datagma-automation Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| dotsimple-automation Automate Dotsimple tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| dripcel-automation Automate Dripcel tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| dromo-automation Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| ai-engineering-from-scratch Learn AI Engineering! Learn it. Build it. Ship it for others. MCP server | 78,953 | — | ||
| omomomo Easter egg command - about oh-my-opencode. Triggers: omomomo, about, easter egg. SkillInstall · skills CLI | 70,897 | — | ||
| cherry-studio Your AI workspace for models, agents, and productivity. MCP server | 53,498 | AGPL-3.0 | ||
| theme-examples An example plugin to read, copy and change: twenty animated backdrops behind the chat in the Claude desktop app, with frosted-glass panels, one per pr PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| bench-read Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator. SkillInstall · skills CLI | 41,140 | MIT | ||
| AiToEarn Let's use AI to Earn! MCP server | 27,717 | MIT | ||
| corsair Connect your users to their apps MCP server | 15,658 | — | ||
| amazing-qr 💮 amazing QRCode generator (supporting animated gif) - amazing 二维码生成器（支持 gif 动态图片二维码） MCP server | 10,860 | — | ||
| openmotion-onboarding Welcome the user after OpenMotion plugin setup and open its template library. SkillInstall · skills CLI | 9,863 | Apache-2.0 | ||
| dashboard-icons 3,400+ curated icons and logos for dashboards and AI agents. SVG, PNG and WEBP on a free CDN, plus an MCP server for Claude Code, Codex, ChatGPT, Curs MCP server | 9,098 | — | ||
| rikkahub RikkaHub is an Android APP that supports for multiple LLM providers. MCP server | 8,858 | — | ||
| FileCodeBox 文件快递柜-匿名口令分享文本，文件，像拿快递一样取文件（FileCodeBox - File Express Cabinet - Anonymous Passcode Sharing Text, Files, Like Taking Express Delivery for Files） MCP server | 8,797 | — | ||
| workflow-progress-screenshots Show the user real screenshots of the work as it progresses, without being asked. Capture the start, the key moment and the result of every visual cha SkillInstall · skills CLI | 7,464 | MIT | ||
| learn-ai-engineering Learn AI and LLMs from scratch using free resources MCP server | 6,236 | — | ||
| sn-image-doctor Environment diagnostic skill for SenseNova-Skills project. Checks that sn-image-base is properly installed and configured, validates dependencies and SkillInstall · skills CLI | 6,079 | MIT | ||
| sn-ppt-doctor Use when diagnosing PPT Skill setup or failures involving source parsing, Playwright or Chromium rendering, HTML-to-PPTX export, Workbench startup, or SkillInstall · skills CLI | 6,079 | MIT | ||
| whodb Where data access meets operational intelligence MCP server | 5,056 | — | ||
| doctor System diagnostics and health checks for Diverga plugin. OpenClaw-style Check-Report-Fix pattern with 5-layer diagnostics. Triggers: /diverga:doctor, SkillInstall · skills CLI | 5,013 | — | ||
| help Diverga help guide - displays all 24 agents across 9 categories, commands, and usage examples. Triggers: help, guide, how to use, 도움말 SkillInstall · skills CLI | 5,013 | — | ||
| hud Diverga HUD (Heads-Up Display) management skill. Configure and manage the research project statusline display. Supports multiple presets: research, ch SkillInstall · skills CLI | 5,013 | — | ||
| setup Diverga v12.0 setup wizard. 4-step researcher profile setup. Captures discipline, experience, tools, database access, and Agent Teams + VS Arena prefe SkillInstall · skills CLI | 5,013 | — | ||
| crossdesk A lightweight, cross-platform remote desktop software with support for Web Client access | 一款支持 Web 客户端访问的轻量级跨平台远程桌面软件。 MCP server | 4,770 | — | ||
| domain-checker Check domain registration in batches using public RDAP APIs, without keys or login. Use only when the user explicitly invokes /domain-checker. SkillInstall · skills CLI | 4,309 | MIT | ||
| principle-never-block-on-the-human Apply when tempted to ask 'should I do X?' on reversible work. SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-outcome-oriented-execution Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate s SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-prove-it-works Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-redesign-from-first-principles Apply when integrating a new requirement into an existing design. SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-separate-before-serializing-shared-state Apply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-sequence-verifiable-units Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end i SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-subtract-before-you-add Apply when sequencing an addition, refactor, or rewrite. Remove dead code, redundant validators, and stub references first, then build on the simpler SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-test-behavior-not-implementation Apply when you write, change, or keep a test. Assert what the code's users can observe, so that the test fails when that behavior breaks and keeps pas SkillInstall · skills CLI | 4,298 | MIT | ||
| principle-type-system-discipline Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, bra SkillInstall · skills CLI | 4,298 | MIT | ||
| statechart Check a TLA+ model of a system that moves between states, such as a product flow, a protocol, or a service, and draw it as a Mermaid statechart. The r SkillInstall · skills CLI | 4,298 | MIT | ||
| swarm Fan out N parallel workers, drain them, and return one report. Use for /swarm, 'swarm this', or parallel coverage, races, gauntlets, and exploration. SkillInstall · skills CLI | 4,298 | MIT | ||
| tdd Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip whe SkillInstall · skills CLI | 4,298 | MIT | ||
| teach Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanati SkillInstall · skills CLI | 4,298 | MIT | ||
| technical-writing Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /techn SkillInstall · skills CLI | 4,298 | MIT | ||
| thermo-nuclear-code-quality-review Run an extremely strict maintainability review for abstraction quality, giant files, and spaghetti-condition growth. Use for a thermo-nuclear code qua SkillInstall · skills CLI | 4,298 | MIT | ||
| thermo-nuclear-review Comprehensive security and correctness audit of a branch's changes. Use for thermo nuclear, thermonuclear, or deep review requests, or branch/PR diff SkillInstall · skills CLI | 4,298 | MIT | ||
| thermos Launch both thermo-nuclear review subagents in parallel, then synthesize their findings. Use for thermos, double thermo review, or combined bug/securi SkillInstall · skills CLI | 4,298 | MIT | ||
| short-drama-assets 从短剧剧本拆出人物/造型、地点/视图、道具/状态和跨场连续性，写成创作者可读的视觉设定。用户说“拆角色/场景/道具”“做资产设定”“判断复用还是新变体”“更新造型/道具状态”，或拿现成剧本直接做视觉资产准备时使用；不写图片提示词，不生成媒体。 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-breakdown 拆解对标短剧或漫剧成片：测量集长、镜长、对白密度、开场与集尾、下一集怎么接，读出可迁移的机制，再和本项目的计划或自家成片放在同一把尺子下对照，把差距交给负责的技能补强，并用出片结果复核；需要时把一集或连续多集还原成逐字剧本、跨集统一的人物场景道具、逐镜分镜和图片与视频提示词，集与集之间接得上。用户提 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-develop 将中文小说、短剧或漫剧想法、梗概、改编材料、已有系列笔记或多集完整剧本发展成可追溯的改编方案、戏剧方向、创作简报、导演阐述、故事引擎与分集地图，并按题材与制作形态（画风）选择写法。用户提出“导入小说做短剧”“从多集整稿生成/补分集地图”“开发短剧/漫剧”“做故事设定/系列大纲/分集规划”“写导演阐述 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-edit 将已生成的短剧镜头剪成成片，记录入出点、镜序、声音、字幕与交付规格。用于套剪、加字幕、统一响度、调整节奏或导出精修素材；需要补素材或修改故事时转回对应创作阶段。 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-image-prompts 为短剧人物、造型、地点、道具和状态编写或修改可直接复制的图片提示词 Markdown。用户提到角色设定图、三视图、参考图、场景板、道具图、风格帧、Look Development、状态变体或局部编辑提示词时使用；不生成图片，也不调用供应商。 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-knowhow 维护者专用的短剧 know-how 学习、验证与生命周期治理。仅在维护者明确要求从其当前会话提供的授权只读文本源学习完整短剧项目链，并把私有观察逐步转成去标识、去复刻、经盲测与独立审查的公共 reference、rubric 或 synthetic fixture 候选时使用；不用于普通创作、公开运 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-novel-analyze 把长篇小说、连载网文或多集散稿拆成可追溯的原著分析：章节索引、改编价值快评、逐章功能提取、剧情单元与节奏聚合、人物与设定归并，最后给出改编价值判定与分集候选，交给 $short-drama-develop 立契约。用户说“导入这本小说”“拆这本书”“分析原著”“这本书能不能改短剧”“先看看值不值得拆 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-produce 在创作者明确确认后，执行短剧项目的图片、视频、TTS/配音或时间线音乐生产任务，并把结果与精简运行记录存回项目。用户说“生成这张图/这段视频/这句配音/这段配乐”“开始跑图/跑视频/合成语音/生成音乐”“把已确认提示词送去生产”，或要求批量执行已确认媒体任务时使用；不负责创作提示词、镜头、台词、歌词 SkillInstall · skills CLI | 4,211 | MIT | ||
| short-drama-review 审查短剧项目中的原著分析、故事、剧本、视觉设定、图片提示词、分镜、冻结关键帧、视频提示词和已有媒体。用户提出“审稿/检查剧本”“检查资产或连续性”“检查图片/视频提示词”“检查原著分析”“审查模板感”“根据生产观察做项目校准”时使用；只写审查问题、结论和修订要求，不代替负责人修改来源文件。 SkillInstall · skills CLI | 4,211 | MIT | ||
| doca-flow DOCA Flow packet steering on NVIDIA NICs/DPUs, linked into a C application: match/action pipes, ports, representors, forwarding, hairpin, counters. Tr SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-flow-tune Use this skill when the user is tuning a live or captured `doca-flow` pipeline with `doca_flow_tune` — snapshotting pipe / counter / KPI state, pickin SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-gpunetio Use this skill when the user is doing hands-on DOCA GPUNetIO programming — wiring a CUDA kernel on an NVIDIA GPU to a doca-eth queue via doca_gpu_eth_ SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-hardware-safety Use this skill whenever the agent is about to recommend or apply a change that touches DPU / NIC hardware state on a live system — mlxconfig firmware- SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-mgmt Use this skill when the user is doing hands-on DOCA Management programming against BlueField / ConnectX devices — standing up a management or represen SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-ngauge Use this skill when the operator is driving the DOCA ngauge tool to analyze, visualize, and debug network performance on a single node by probing NIC SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-pcc Use this skill when the user is doing hands-on host-side DOCA PCC work to load a CUSTOM Programmable Congestion Control algorithm onto a BlueField DPU SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-pcc-counters Use this skill when the user is invoking the DOCA PCC Counters tool — the `pcc_counters.sh` bash script under the DOCA tools directory — to arm and re SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-perftest Use this skill when the user is running DOCA Perftest (doca_perftest), the RDMA benchmark that measures bandwidth, message rate and latency for RDMA v SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-pipeline-language-developer-tools Use this skill when the operator is driving the DOCA Pipeline Language (DPL) Developer Tools to inspect or debug DPL programs on a BlueField DPU — DPL SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-programming-guide Use this skill when the user is writing their first DOCA app or asking a library-agnostic programming question — picking a shipped sample to copy and SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-public-knowledge-map Use this skill to locate authoritative NVIDIA DOCA information without the source tree: the docs.nvidia.com page for a library/service/tool, which DOC SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-rdma RDMA data movement on NVIDIA BlueField/ConnectX NICs (RoCE/InfiniBand) with DOCA RDMA, instead of hand-written libibverbs/rdma_cm. Use when the user m SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-rmax DOCA Rivermax (doca_rmax) receive streams for timing-precise media over IP (SMPTE ST 2110 video / audio, market data, scientific feeds) on a target Bl SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-setup Use this skill when the user is dealing with the DOCA environment around their workload — verifying an install is healthy, preparing the build env (pk SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-sha Use this skill when the user needs SHA-1, SHA-256, or SHA-512 digest acceleration on BlueField-2 silicon via doca_sha (absent on BF-3) — selecting one SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-sha-offload-engine Use this skill when wiring the DOCA SHA Offload Engine (an OpenSSL ENGINE) into an existing OpenSSL pipeline to offload one-shot SHA-1, SHA-256, or SH SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-socket-relay Use this skill when the operator is driving the DOCA Socket Relay to bridge a socket-oriented host application onto a BlueField DPU peer without rewri SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-spcx-cc Use this skill when the user is invoking `doca_spcx_cc` (the host-side CLI under /opt/mellanox/doca/tools/) to load, parameterize, start, observe, or SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-sta Use this skill when the user builds an NVMe-over-Fabrics storage target on BlueField with DOCA STA — instantiating doca_sta, declaring doca_sta_subsys SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-structured-tools-contract Not for writing library code (name that library skill). Use this skill whenever another DOCA skill says "prefer the structured tool per doca-structure SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-telemetry Use this skill to read DOCA hardware-counter events from a `doca_dev` through the per-domain Telemetry reader libraries: `doca_telemetry_pcc`, `_dpa`, SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-telemetry-exporter Use this skill when the user is doing hands-on DOCA Telemetry Exporter programming on a host where DOCA is installed — defining a doca_telemetry_expor SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-telemetry-traceback-application Use this skill when the operator is driving the DOCA Telemetry Traceback application to monitor telemetry data locally on a BlueField DPU or ConnectX SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-telemetry-utils doca_telemetry_utils command line on a host with DOCA: discover the diagnostic-counter schema, translate counter names to binary Data IDs and back, an SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-upgrade Changing DOCA versions safely: upgrading or downgrading the host DOCA packages, refreshing the BlueField BFB, bumping the NGC DOCA container tag, or r SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-urom Host-side DOCA UROM library (doca_urom_*): offload an HPC / UCX / MPI application's remote memory operations (puts, gets, atomics, collectives) from t SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-urom-svc Operate the DOCA UROM Service container on BlueField Arm for remote memory operations (puts, gets, atomics, collectives) enqueued by a paired host usi SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-verbs Raw verbs inside DOCA Core (doca-verbs): direct control of QP, CQ, PD, SRQ and address-handle objects through doca_verbs_context and doca_verbs_qp_cre SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| doca-version DOCA version handling: detect the installed release and validate the four-way match across pkg-config doca-common, applications/VERSION, doca_caps --v SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| Claude-Code-Quest Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent MCP server | 3,699 | — | ||
| ai-engineering-interview-questions Your Cheat Sheet for AI Engineering Interview – Questions and Answers. MCP server | 3,654 | — | ||
| corporate Professional, brand-aligned design with structured grids, minimalist layouts, and consistent enterprise patterns. SkillInstall · skills CLI | 3,654 | MIT | ||
| cosmic Futuristic sci-fi aesthetic with dark themes, vibrant neon accents, and immersive spatial elements. SkillInstall · skills CLI | 3,654 | MIT | ||
| creative Playful, character-driven design with expressive typography and bold graphics for landing pages and creative projects. SkillInstall · skills CLI | 3,654 | MIT | ||
| dithered Dot-pattern rendering technique that simulates shades with a limited palette for nostalgic, retro, high-contrast visuals. SkillInstall · skills CLI | 3,654 | MIT | ||
| doodle Hand-drawn, sketch-like style with doodles, handwritten fonts, and imperfect lines for a playful, informal feel. SkillInstall · skills CLI | 3,654 | MIT | ||
| dramatic High-contrast, theatrical design with bold layouts, immersive visuals, and unconventional compositions that command attention. SkillInstall · skills CLI | 3,654 | MIT | ||
| editorial Magazine-inspired editorial layout with refined serif typography, structured grids, and elegant reading experiences. SkillInstall · skills CLI | 3,654 | MIT | ||
| enterprise Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards. SkillInstall · skills CLI | 3,654 | MIT | ||
| expressive Vibrant, personality-driven design with bold colors, playful graphics, and dynamic layouts that balance creativity with structure. SkillInstall · skills CLI | 3,654 | MIT | ||
| fantasy Game-inspired fantasy aesthetic with bold, premium visuals, rich color palettes, and immersive thematic elements. SkillInstall · skills CLI | 3,654 | MIT | ||
| fiction A playful, energetic, cartoonesque interface inspired by friendly children's-book illustrations — warm cream backgrounds, big bold custom display typo SkillInstall · skills CLI | 3,654 | MIT | ||
| flat Two-dimensional minimalist style with vibrant colors, clean typography, and no 3D effects for fast, user-friendly interfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| friendly Approachable, intuitive design with rounded elements, ample whitespace, and soft pastel color palettes. SkillInstall · skills CLI | 3,654 | MIT | ||
| futuristic Forward-looking design with tech-inspired typography, modern layouts, and a sleek, innovation-driven aesthetic. SkillInstall · skills CLI | 3,654 | MIT | ||
| geometric Geometric, structured design with clean typography, neutral colors, precise shapes, and intuitive layouts that stay out of the way. SkillInstall · skills CLI | 3,654 | MIT | ||
| glassmorphism Frosted glass effect with translucent layers, subtle blur, and luminous borders for depth and modern elegance. SkillInstall · skills CLI | 3,654 | MIT | ||
| gradient Smooth color transitions and gradient-rich surfaces for modern, playful interfaces with visual depth. SkillInstall · skills CLI | 3,654 | MIT | ||
| immersive An immersive, interactive, exhibit-style interface that blends storytelling, animation, and gamified elements to create a playful, experience-driven j SkillInstall · skills CLI | 3,654 | MIT | ||
| impeccable A modern, graphic, editorial-poster aesthetic — warm and confident — built on alternating cream and burnt orange sections, an amber brand color. SkillInstall · skills CLI | 3,654 | MIT | ||
| levels Conversion-focused design that removes friction and guides users toward action through clarity, trust, and speed. SkillInstall · skills CLI | 3,654 | MIT | ||
| lingo Playful, minimal design with bright colors, rounded shapes, tactile 3D borders, and friendly illustrations for approachable interfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| material Google's Material Design with layered surfaces, dynamic theming, built-in motion, and responsive cross-platform patterns. SkillInstall · skills CLI | 3,654 | MIT | ||
| matrix A cyber-slick, dark-only Matrix-inspired interface defined by minimalist fashion, high-tech digital elements SkillInstall · skills CLI | 3,654 | MIT | ||
| minimal Stripped-back design emphasizing whitespace, clean typography, and restrained color for maximum clarity and focus. SkillInstall · skills CLI | 3,654 | MIT | ||
| modern Contemporary editorial style with serif typography, minimal palettes, and clean layouts for polished digital products. SkillInstall · skills CLI | 3,654 | MIT | ||
| mono Monospace-driven, matrix-inspired design with high-contrast elements, compact density, and a hacker-chic aesthetic. SkillInstall · skills CLI | 3,654 | MIT | ||
| neobrutalism Modern take on brutalism with bold borders, vivid accent colors, and raw, high-contrast layouts on warm surfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| neon Electric neon glow effects with high-contrast color pairings for bold, attention-grabbing interfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| neumorphism Soft, extruded UI elements with inner and outer shadows on monochromatic surfaces for a tactile, embedded look. SkillInstall · skills CLI | 3,654 | MIT | ||
| paper Paper-textured, print-inspired design with minimal colors, clean serif/sans typography, and tactile surface qualities. SkillInstall · skills CLI | 3,654 | MIT | ||
| perspective Spatial depth design with isometric views, vanishing points, and layered elements that guide attention through 3D-like realism. SkillInstall · skills CLI | 3,654 | MIT | ||
| power High-end dark aesthetic with bold headings, monochromatic palette, and premium feel for premium brand experiences. SkillInstall · skills CLI | 3,654 | MIT | ||
| premium Apple-inspired premium aesthetic with precise spacing, modern typography, and a refined, polished visual language. SkillInstall · skills CLI | 3,654 | MIT | ||
| professional Polished, business-ready design with modern typography, structured layouts, and a trustworthy visual identity. SkillInstall · skills CLI | 3,654 | MIT | ||
| pulse Dynamic, vibrant style with thick borders, geometric shapes, high-contrast colors, and expressive typography conveying motion and vitality. SkillInstall · skills CLI | 3,654 | MIT | ||
| refined Carefully curated, modern minimal style with elegant serif typography and understated, sophisticated palettes. SkillInstall · skills CLI | 3,654 | MIT | ||
| retro Throwback design with vintage-inspired typography, high-contrast retro palettes, and nostalgic visual elements. SkillInstall · skills CLI | 3,654 | MIT | ||
| riso A playful, joyful, two-color risograph print aesthetic built on a single warm off-white paper surface running through every section SkillInstall · skills CLI | 3,654 | MIT | ||
| roku App dashboard with purple-themed aesthetic, top-bar navigation, card-based layouts, and developer-first workflows. SkillInstall · skills CLI | 3,654 | MIT | ||
| sega A playful, arcade-inspired interface for games — built on the VT323 pixel typeface, hard-edged 0px corners, chunky pill buttons that physically press SkillInstall · skills CLI | 3,654 | MIT | ||
| shadcn Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns. SkillInstall · skills CLI | 3,654 | MIT | ||
| sketch A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, SkillInstall · skills CLI | 3,654 | MIT | ||
| skeumorphism Real-world mimicry with textured surfaces, 3D effects, and familiar physical metaphors for intuitive digital interfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| sleek Modern minimalist aesthetic with clean lines, intentional color palette, subtle interactions, and consistent spacing. SkillInstall · skills CLI | 3,654 | MIT | ||
| spacious Generous whitespace, consistent padding, and grid-based layouts for clean, readable, and breathing interfaces. SkillInstall · skills CLI | 3,654 | MIT | ||
| square Graceful, refined aesthetic with delicate typography, minimal palettes, and polished layouts that exude sophistication. SkillInstall · skills CLI | 3,654 | MIT | ||
| stitch Clean, high-contrast enterprise design for data-driven workflows with intuitive drag-and-drop patterns and structured layouts. SkillInstall · skills CLI | 3,654 | MIT | ||
| storytelling Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys. SkillInstall · skills CLI | 3,654 | MIT | ||
| terracotta A sun-baked, clay-toned editorial interface built on warm cream surfaces, ink-brown headlines set in a display serif, and a single terracotta accent. SkillInstall · skills CLI | 3,654 | MIT | ||
| tetris Classic block-game inspired design with playful colors, bold display fonts, and compact, high-energy layouts. SkillInstall · skills CLI | 3,654 | MIT | ||
| vibrant Lively, colorful design with bold playful typography, warm accents, and dynamic visual energy. SkillInstall · skills CLI | 3,654 | MIT | ||
| vintage 1950s-1990s nostalgia with skeuomorphic touches, grainy textures, retro color palettes, and pixel-style typography. SkillInstall · skills CLI | 3,654 | MIT | ||
| a-b-test-design Design an A/B experiment — hypothesis, variants, primary metric, and sample size. Use when a change can be measured quantitatively at scale. For obser SkillInstall · skills CLI | 3,351 | MIT | ||
| accessibility-test-plan Plan accessibility testing — assistive technologies, participant criteria, WCAG coverage, and session protocol. Use when scheduling testing with real SkillInstall · skills CLI | 3,351 | MIT | ||
| aesthetic-usability Apply the Aesthetic-Usability Effect — polished, consistent interfaces are perceived as more usable and forgive minor friction. Use when justifying vi SkillInstall · skills CLI | 3,351 | MIT | ||
| animation-principles Apply animation principles — easing, staging, follow-through — to one specific UI motion. Use when tuning how an animation feels. For product-wide dur SkillInstall · skills CLI | 3,351 | MIT | ||
| case-study Craft a portfolio case study with narrative arc, process evidence, and outcomes. Use when telling a project's story to an external audience. For an in SkillInstall · skills CLI | 3,351 | MIT | ||
| click-test-plan Design first-click and click tests for findability and navigation. Use when testing whether people can locate something. For full task-based observati SkillInstall · skills CLI | 3,351 | MIT | ||
| color-system Build a product colour system — tonal scales, semantic roles, and contrast compliance. Use when defining or rebuilding colour from scratch. For dark-m SkillInstall · skills CLI | 3,351 | MIT | ||
| concept-selection Choose between competing concepts against criteria fixed in advance, and record what each rejected concept was testing. Use when several directions ar SkillInstall · skills CLI | 3,351 | MIT | ||
| conversational-ux Design voice and conversational interfaces — dialog flows, error recovery, and persona. Use when the interface speaks and listens rather than being ta SkillInstall · skills CLI | 3,351 | MIT | ||
| critique-brand-consistency Critique a rendered screen against mood.md, voice.md, and tokens.md. Use when those brand files exist and you are checking compliance. For defining th SkillInstall · skills CLI | 3,351 | MIT | ||
| dark-mode-design Adapt an existing palette to dark mode — surface elevation, contrast rebalancing, and desaturation rules. Use when you already have a light palette to SkillInstall · skills CLI | 3,351 | MIT | ||
| data-visualization Select chart types and design data encodings — marks, axes, labels, and accessible chart styling. Use when presenting data graphically. Owns chart sel SkillInstall · skills CLI | 3,351 | MIT | ||
| design-negotiation Advocate for design quality, scope, and timeline with partners and leadership using evidence and shared goals. Use in the conversation itself. For the SkillInstall · skills CLI | 3,351 | MIT | ||
| design-rationale Write rationale connecting decisions to user needs, business goals, and principles. Use when a decision needs defending in writing. For a live convers SkillInstall · skills CLI | 3,351 | MIT | ||
| design-system-adoption Create adoption strategy and enablement materials to drive design system usage. Use when the system exists but teams ignore it. For contribution and v SkillInstall · skills CLI | 3,351 | MIT | ||
| design-system-governance Define how the system evolves — contribution model, versioning, deprecation, and change management. Use when multiple teams contribute. For driving up SkillInstall · skills CLI | 3,351 | MIT | ||
| design-token Define and organise tokens for colour, spacing, type, and elevation with naming and usage rules. Use when establishing the token layer. For auditing e SkillInstall · skills CLI | 3,351 | MIT | ||
| design-token-audit Audit token usage across a product for coverage, drift, and hard-coded values. Use when tokens exist and you suspect they are being bypassed. For defi SkillInstall · skills CLI | 3,351 | MIT | ||
| documentation-template Generate a reusable documentation scaffold for components, patterns, or guidelines. Use when standardising how the system is documented. For the conte SkillInstall · skills CLI | 3,351 | MIT | ||
| doherty-threshold Apply the Doherty Threshold — keep system response under 400ms to preserve user flow. Use when diagnosing perceived slowness or setting a performance SkillInstall · skills CLI | 3,351 | MIT | ||
| error-handling-ux Design error prevention, detection, and recovery across a product — message content, placement, and escape routes. Use when errors span multiple flows SkillInstall · skills CLI | 3,351 | MIT | ||
| feedback-patterns Design confirmations, status updates, and notifications that tell users an action registered. Use when the system must acknowledge success or change. SkillInstall · skills CLI | 3,351 | MIT | ||
| fitts-law Apply Fitts's Law — target acquisition time depends on size and distance. Use when sizing and positioning controls, especially for touch. For how many SkillInstall · skills CLI | 3,351 | MIT | ||
| form-design Design a form end to end — field order, grouping, validation, and completion. Use when the artifact is a form. For product-wide error strategy use `er SkillInstall · skills CLI | 3,351 | MIT | ||
| gesture-patterns Design gesture interactions for touch and pointer — swipe, drag, long-press, and their discoverability. Use when input is gestural. For OS-standard ge SkillInstall · skills CLI | 3,351 | MIT | ||
| heuristic-evaluation Run an expert review against Nielsen's heuristics and domain criteria, with severity ratings. Use when you need findings without recruiting participan SkillInstall · skills CLI | 3,351 | MIT | ||
| hicks-law Apply Hick's Law — decision time grows with the number of simultaneous choices. Use when a screen offers too many options at once. For how many items SkillInstall · skills CLI | 3,351 | MIT | ||
| icon-system Specify an icon system — grid, sizing, stroke weight, naming, categories, and implementation. Use when standardising iconography. For broader illustra SkillInstall · skills CLI | 3,351 | MIT | ||
| illustration-style Define an illustration style guide — visual language, colour usage, and application rules. Use when commissioning or standardising illustration. For i SkillInstall · skills CLI | 3,351 | MIT | ||
| interfaces-that-feel Apply an emotional resonance lens to a UI that is technically correct but flat, prescribing changes at the copy, motion, and interaction layer. Use wh SkillInstall · skills CLI | 3,351 | MIT | ||
| jakobs-law Apply Jakob's Law — users expect your product to work like the others they already use. Use when deciding whether to innovate on a familiar pattern. F SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-closure Apply the Law of Closure — the eye completes implied shapes from partial forms. Use when reducing visual weight by dropping borders or letting negativ SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-common-region Apply the Law of Common Region — a shared container, background, or border groups elements regardless of spacing. Use when grouping must survive a tig SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-continuity Apply the Law of Continuity — the eye follows alignment and unbroken paths. Use when sequencing steps, aligning content, or designing carousels and ti SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-figure-ground Apply the Law of Figure-Ground — establish which layer is foreground and actionable versus background. Use when designing modals, overlays, and depth. SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-proximity Apply the Law of Proximity — spatial closeness groups elements more strongly than any other cue. Use when spacing alone must carry grouping. For group SkillInstall · skills CLI | 3,351 | MIT | ||
| law-of-similarity Apply the Law of Similarity — shared colour, shape, or size signals that elements belong to one category. Use when signalling relationships across dis SkillInstall · skills CLI | 3,351 | MIT | ||
| layout-grid Define a responsive grid — columns, gutters, margins, and breakpoint behaviour. Use when establishing page structure. For the spacing scale inside com SkillInstall · skills CLI | 3,351 | MIT | ||
| loading-states Design waiting experiences — spinners, skeletons, optimistic updates, and progressive reveal. Use when content takes time to arrive. For the latency b SkillInstall · skills CLI | 3,351 | MIT | ||
| localization-design Design for multiple languages, writing directions, and cultural contexts — text expansion, RTL mirroring, and locale formats. Use when shipping beyond SkillInstall · skills CLI | 3,351 | MIT | ||
| micro-interaction-spec Specify one micro-interaction completely — trigger, rules, feedback, loops, and modes. Use when handing a single interaction to engineering. For motio SkillInstall · skills CLI | 3,351 | MIT | ||
| millers-law Apply Miller's Law — chunk information into groups of about four to fit working memory. Use when grouping fields, menu items, or steps. For reducing t SkillInstall · skills CLI | 3,351 | MIT | ||
| motion-system Define motion tokens — durations, easing vocabulary, and reduced-motion handling — for consistency product-wide. Use when standardising motion across SkillInstall · skills CLI | 3,351 | MIT | ||
| naming-convention Establish naming rules for components, tokens, and layers with patterns and worked examples. Use when names are inconsistent or being set. For what th SkillInstall · skills CLI | 3,351 | MIT | ||
| navigation-patterns Select and design a navigation pattern — tabs, drawer, hierarchy, or hub — matched to product structure and user tasks. Use when choosing how users mo SkillInstall · skills CLI | 3,351 | MIT | ||
| onboarding-design Design the first-run experience — activation path, progressive disclosure, and time to first value. Use for a user's very first session. For the mecha SkillInstall · skills CLI | 3,351 | MIT | ||
| parallel-concepts Build several genuinely different solutions to the same problem at once, spread across what the user does rather than how it looks. Use when one direc SkillInstall · skills CLI | 3,351 | MIT | ||
| pattern-library Structure a pattern entry — problem context, solution, usage examples, and related patterns. Use when documenting a recurring solution rather than a c SkillInstall · skills CLI | 3,351 | MIT | ||
| peak-end-rule Apply the Peak-End Rule — a flow is remembered by its most intense moment and its last. Use when designing completion, celebration, or cancellation mo SkillInstall · skills CLI | 3,351 | MIT | ||
| presentation-deck Structure a design presentation for a specific audience and decision. Use when presenting internally. For a portfolio narrative use `case-study`; for SkillInstall · skills CLI | 3,351 | MIT | ||
| prototype-strategy Choose prototype fidelity and method to match the design question and the decision at stake. Use before building a prototype. For what to test once it SkillInstall · skills CLI | 3,351 | MIT | ||
| readable-measure Set line length and measure for comfortable reading across type sizes and breakpoints. Use when tuning body text. Covers measure only — for the full s SkillInstall · skills CLI | 3,351 | MIT | ||
| search-ux Design search — query input, zero results, refinement, and result presentation. Use when users retrieve rather than browse. For browse structure, use SkillInstall · skills CLI | 3,351 | MIT | ||
| serial-position-effect Apply the Serial Position Effect — first and last items in a sequence are recalled best. Use when ordering menus, lists, and steps. For emphasising on SkillInstall · skills CLI | 3,351 | MIT | ||
| state-machine Model component behaviour as explicit states, events, and transitions. Use when a component has many interacting states that must be exhaustive. For t SkillInstall · skills CLI | 3,351 | MIT | ||
| teslers-law Apply Tesler's Law — every process has irreducible complexity that someone must absorb. Use when deciding whether the product or the user carries it. SkillInstall · skills CLI | 3,351 | MIT | ||
| test-scenario Write realistic usability task scenarios with success criteria and facilitation notes. Use when you have a study and need the tasks. For the surroundi SkillInstall · skills CLI | 3,351 | MIT | ||
| theming-system Design theming architecture — brand variants, dark mode, and high-contrast — mapped through token layers. Use when one system must serve multiple them SkillInstall · skills CLI | 3,351 | MIT | ||
| user-flow-diagram Diagram screen-level paths, decision points, and branch logic. Use when specifying how a feature is traversed. For the emotional end-to-end arc, use ` SkillInstall · skills CLI | 3,351 | MIT | ||
| ux-writing Write interface copy — microcopy, error messages, empty states, and CTAs. Use when the words are the deliverable. For content structure and ownership, SkillInstall · skills CLI | 3,351 | MIT | ||
| wireframe-spec Specify wireframe layout — content priority, component placement, and annotation. Use when defining structure before visual design. For grid mechanics SkillInstall · skills CLI | 3,351 | MIT | ||
| zeigarnik-effect Apply the Zeigarnik Effect — incomplete tasks stay mentally active. Use when designing progress indicators, saved drafts, and return hooks. For the em SkillInstall · skills CLI | 3,351 | MIT | ||
| feedback Send feedback to the Nexu team. Use when the user says /feedback followed by their message. SkillInstall · skills CLI | 3,296 | MIT | ||
| ai-cinematic-short-film Plan AI short films with story, shots, prompts, and continuity. SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| asset-import Use when acquiring or importing media into a OpenChatCut project asset library for video editing or creation, including local/attached videos, user-pr SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| batch-montage-variants Turn one pool of existing project media into a batch of distinct, publishable montage cuts instead of a single hero edit. Use for batch montage, one-s SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| beat-sync-montage Plan and build a finished beat-synced montage where cut placement serves the content, not just the metronome. Use for 卡点混剪, 卡点剪辑, 踩点视频, beat-sync mont SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| bio-read-qc-umi-processing Extract, process, and deduplicate reads using Unique Molecular Identifiers (UMIs) with umi_tools. Use when library prep includes UMIs and accurate mol SkillInstall · skills CLI | 3,107 | — | ||
| bio-read-sequences Read biological sequence files (FASTA, FASTQ, GenBank, EMBL, ABI, SFF) using Biopython Bio.SeqIO. Use when parsing sequence files, iterating multi-seq SkillInstall · skills CLI | 3,107 | — | ||
| bio-ribo-seq-orf-detection Detect and quantify translated ORFs from Ribo-seq data including uORFs and novel ORFs using RiboCode and ORFquant. Use when identifying translated reg SkillInstall · skills CLI | 3,107 | — | ||
| create-motion-graphics Use whenever the agent needs to add, create, hand-author, patch, or place Motion Graphic JSX assets in a OpenChatCut project. This is the direct-autho SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| ecommerce-product-montage Assemble product footage, UGC, and b-roll into a conversion-oriented montage with a hook → pain → demo → proof → CTA rhythm. Use for 带货混剪, 产品混剪, 商品短视频 SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| explainer-video Create finished explainer videos from a topic, script, outline, voiceover, product logic, data, technical concept, course material, or reference asset SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| export Use when a OpenChatCut video editing or creation workflow needs export, render, download, share, final delivery, subtitle-file export, render choice, SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| known-errors Use when a OpenChatCut tool call fails or returns an unexpected shape. SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| livestream-to-clips Cut an imported livestream recording of any genre into evidence-backed, platform-ready clips by combining transcript, visual, audio, interaction, and SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| long-video-to-shorts Cut one long podcast, interview, course, livestream, or other source video into social-ready shorts, reels, highlights, or clip timelines from existin SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| openchatcut Connect an MCP-capable coding agent to OpenChatCut and edit local video projects. Use when the user asks to install, connect, or set up OpenChatCut; i SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| product-help OpenChatCut product knowledge — UI layout, editor features, and how generation providers are configured. Use when the user asks about the product inte SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| skill-creator Create or improve OpenChatCut custom skills. Use whenever the user asks to create a skill, capture a workflow as a skill, write a SKILL.md, add a reus SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| widget-forms Use when the agent should ask the user for structured input with an in-chat form, including single-select, multi-select, text fields, style pickers, o SkillInstall · skills CLI | 3,107 | AGPL-3.0 | ||
| Silex Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, together. MCP server | 3,041 | — | ||
| motion-design Applies motion design principles to create emotionally-driven, technically sound animations and transitions. Provides timing, easing, choreography, an SkillInstall · skills CLI | 3,020 | MIT | ||
| government-writing 撰写规范的党政机关公文。当用户要"写/起草/拟一份 通知 / 意见 / 公文"时使用。当前内置文种：通知、意见，印发型主件支持办法/规定（法规体例；请示/报告/函可扩展，在 templates/ 增模板）。按《党政机关公文格式》GB/T 9704-2012 套发文字号、主送机关、层级序号、落款与固定 SkillInstall · skills CLI | 3,017 | MIT | ||
| lark-shared 【何时用:在其他 lark-* 技能遇到认证/授权/身份/配置问题、被要求前置读取,或首次使用 lark-cli 时;泛指需求默认走本地工具】lark-cli 共享规则:首次配置(config init)、认证登录(auth login --domain/--scope,split-flow)、登录 SkillInstall · skills CLI | 3,017 | MIT | ||
| package-author 当用户要把手头的工具打包/标准化成 pinvou 插件包时使用——包括纯技能(SKILL.md)、纯 MCP 服务或它们的组合包。用户说"打包/做成插件包/标准化这个工具/给我一个能上传的标准包/写 plugin.json/加个图标"等，或给了散乱脚本/目录要整理成可上传 zip 时，用本技能把内容 SkillInstall · skills CLI | 3,017 | MIT | ||
| pptx 本地直出可编辑 PowerPoint（.pptx）：用户要做 PPT / 幻灯片 / 演示文稿 / 汇报 / 方案时使用。先列大纲确认，再产结构化 deck 并按内容自动选主题，调 mcp_pptx_make_pptx 生成，产物必须上产物卡。 SkillInstall · skills CLI | 3,017 | MIT | ||
| skill-author 当用户想创建一个新技能时使用——用户描述想要的能力（说"帮我写个技能/创建一个 skill/生成 SKILL.md/做个 XX 技能"），本技能引导生成规范的 SKILL.md（name、description、正文指令）。若要交付成可上传插件包，可继续按「插件包标准化」规则补 plugin.jso SkillInstall · skills CLI | 3,017 | MIT | ||
| tmeet-skill 何时用：用户明确要通过命令行操作腾讯会议（tmeet），或 Agent 遇到工具缺失/调用失败/能力不足想反馈平台时。OAuth 登录/登出/状态、会议管理（创建/更新/取消/查询/搜索/受邀者）、录制管理（列表/播放地址/智能纪要/转写/权限申请）、元宝纪要（按关键词/时间搜索、稳态/瞬态详情）、 SkillInstall · skills CLI | 3,017 | MIT | ||
| visualizer 当用户要求数据可视化、做图表、生成看板、数据仪表盘、可视化报告、Excel/CSV 转图表、预算/销售/运营等指标分析页面、Chart.js 可视化时使用。只处理数据可视化任务；纯网页、banner、海报、简历等非数据图表设计任务应交给 visual-design。数据报告页以图表为主体归本技能；以 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-meeting 何时用:仅当用户明确指向企业微信『在线会议』(含会议号/入会链接、可远程参会)时使用;泛指约会默认先按消歧流程确认,纯日程走 wecomcli-calendar。企微会议全生命周期:创建、查询、搜索、详情(含纪要/待办)、转写原文逐字记录、更新、取消;仅说'开会/约个会'未明确类型时先追问确认,不可 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-shared 何时用:任何 wecomcli-* 技能准备执行 wecom-cli 命令前必须同时读取本技能(公共前置检查),本技能不处理具体业务请求。检查 CLI 已安装且版本 ≥1.3.4、企微凭证已授权(缺失时按品悟代管口径引导,勿自行 npm 安装);获取机器人/授权真人身份(identity whoam SkillInstall · skills CLI | 3,017 | MIT | ||
| thesvg The open SVG brand library: 7,600+ brand logos and cloud icons (AWS, Azure, GCP) as official SVG. Search, copy, ship via npm, CDN, CLI, React, Vue, Sv MCP server | 3,009 | — | ||
| jadx-ai-mcp Plugin for JADX to integrate MCP server MCP server | 3,007 | — | ||
| open-computer-use 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use MCP server | 2,975 | — | ||
| form-tokens Use when asked to define a design token system, create tokens, document tokens, set up CSS custom properties, build a Tailwind token config, establish SkillInstall · skills CLI | 2,919 | MIT | ||
| form-web Use when asked to design a landing page, marketing website, or any web presence intended to convert or inform. Examples: "design a landing page for X" SkillInstall · skills CLI | 2,919 | MIT | ||
| open-ontologies Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check. MCP server | 2,902 | — | ||
| mcp-proxy A bridge between Streamable HTTP and stdio MCP transports MCP server | 2,826 | — | ||
| generative-ai Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation. MCP server | 2,670 | — | ||
| wordpress-router Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify SkillInstall · skills CLI | 2,362 | — | ||
| wp-abilities-api Use when working with the WordPress Abilities API (wp_register_ability, wp_register_ability_category, /wp-json/wp-abilities/v1/*, @wordpress/abilities SkillInstall · skills CLI | 2,362 | — | ||
| wp-abilities-audit Audit a WordPress plugin's REST surface and produce a standardized audit document proposing Abilities API registrations. Produces a markdown doc with SkillInstall · skills CLI | 2,362 | — | ||
| wp-abilities-verify Verify a WordPress plugin's Abilities API registrations: enumerate abilities, check that callback behavior matches each annotation's claim (the advers SkillInstall · skills CLI | 2,362 | — | ||
| wp-ability-development Use when designing, updating, or reviewing the schemas or behavior of a WordPress ability. SkillInstall · skills CLI | 2,362 | — | ||
| wp-block-development Use when developing WordPress (Gutenberg) blocks: block.json metadata, register_block_type(_from_metadata), attributes/serialization, supports, dynami SkillInstall · skills CLI | 2,362 | — | ||
| wp-block-themes Use when developing WordPress block themes: theme.json (global settings/styles), templates and template parts, patterns, style variations, and Site Ed SkillInstall · skills CLI | 2,362 | — | ||
| wp-env Use when setting up, configuring, or troubleshooting local WordPress development environments with @wordpress/env (wp-env). Triggers on mentions of wp SkillInstall · skills CLI | 2,362 | — | ||
| wp-interactivity-api Use when building or debugging WordPress Interactivity API features (data-wp-* directives, @wordpress/interactivity store/state/actions, block viewScr SkillInstall · skills CLI | 2,362 | — | ||
| wp-patterns Pattern: create or update WordPress block patterns (starter pages, templates, template parts, Query Loop layouts), review pattern registration, block SkillInstall · skills CLI | 2,362 | — | ||
| wp-performance Use when investigating or improving WordPress performance (backend-only agent): profiling and measurement (WP-CLI profile/doctor, Server-Timing, Query SkillInstall · skills CLI | 2,362 | — | ||
| wp-phpstan Use when configuring, running, or fixing PHPStan static analysis in WordPress projects (plugins/themes/sites): phpstan.neon setup, baselines, WordPres SkillInstall · skills CLI | 2,362 | — | ||
| wp-playground Use as the WordPress Playground routing wrapper for ambiguous Playground work, local CLI runs with @wp-playground/cli, playground.wordpress.net share SkillInstall · skills CLI | 2,362 | — | ||
| wp-plugin-development Use when developing WordPress plugins: architecture and hooks, activation/deactivation/uninstall, admin UI and Settings API, data storage, cron/tasks, SkillInstall · skills CLI | 2,362 | — | ||
| wp-plugin-directory-guidelines Use when reviewing WordPress plugins for GPL compliance, checking license headers or compatibility, evaluating upsell/freemium/trialware patterns, val SkillInstall · skills CLI | 2,362 | — | ||
| wp-project-triage Use when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/ SkillInstall · skills CLI | 2,362 | — | ||
| wp-rest-api Use when building, extending, or debugging WordPress REST API endpoints/routes: register_rest_route, WP_REST_Controller/controller classes, schema/arg SkillInstall · skills CLI | 2,362 | — | ||
| wp-wpcli-and-ops Use when working with WP-CLI (wp) for WordPress operations: safe search-replace, db export/import, plugin/theme/user/content management, cron, cache f SkillInstall · skills CLI | 2,362 | — | ||
| wpds Use when building UIs leveraging the WordPress Design System (WPDS) and its components, tokens, patterns, etc. SkillInstall · skills CLI | 2,362 | — | ||
| rev-dex-dumper Dump DEX files from a running Android app for unpacking/deobfuscation. Activate when the user wants to unpack an Android APK, dump DEX from memory, ex SkillInstall · skills CLI | 2,355 | — | ||
| rev-frida Generate Frida hook scripts using modern Frida API. Activate when the user wants to write Frida scripts, hook functions at runtime, trace calls or arg SkillInstall · skills CLI | 2,355 | — | ||
| rev-idapython IDAPython and IDALib script reference for reverse engineering. Activate when the user needs to write IDAPython scripts in IDA, use IDALib for headless SkillInstall · skills CLI | 2,355 | — | ||
| rev-struct Reconstruct data structures by analyzing memory access patterns across functions SkillInstall · skills CLI | 2,355 | — | ||
| rev-symbol Restore function symbols by analyzing code patterns, strings, constants, and cross-references SkillInstall · skills CLI | 2,355 | — | ||
| rev-u3d-dump Dump Unity IL2CPP symbols from iOS/Android builds. Extract method names, addresses, and type info from IL2CPP binaries and global-metadata.dat, then g SkillInstall · skills CLI | 2,355 | — | ||
| rev-unicorn-debug Debug and emulate specific code fragments or functions using the Unicorn engine. Activate when the user wants to emulate a function with Unicorn, trac SkillInstall · skills CLI | 2,355 | — | ||
| fable-domain Discuss a domain with the user, research it from real sources, then generate a trusted skill bundle for it - a step-by-step workflow with a flowchart, SkillInstall · skills CLI | 2,311 | MIT | ||
| fable-judge Adversarial verification of finished work. Treats any "done" as a set of claims, then re-runs the claimed verifications, diffs what actually changed, SkillInstall · skills CLI | 2,311 | MIT | ||
| fable-loop End-to-end orchestrated workflow that runs a task the way Fable ran sessions - parallel evidence subagents, one committed plan, surgical execution wit SkillInstall · skills CLI | 2,311 | MIT | ||
| fable-method A step-by-step problem-solving loop (classify the ask, define done, gather evidence, decide, act surgically, verify by observation, report outcome-fir SkillInstall · skills CLI | 2,311 | MIT | ||
| release-helper Ensures configuration and code changes are released correctly. Use PROACTIVELY whenever you edit config.json, change any setting, or fix a configurati SkillInstall · skills CLI | 2,311 | MIT | ||
| short-drama-skill-finder Recommend AI short drama, micro drama and manju (漫剧) skills from a hand-checked list of 90+ projects, matched to the user's stage (novel adaptation, e SkillInstall · skills CLI | 2,293 | CC0-1.0 | ||
| unigit-ecosystem UNIGIT public brand and ecosystem hub — AI should work for everyone. MCP server | 2,290 | — | ||
| Collision-Zone Thinking Force unrelated concepts together to discover emergent properties - "What if we treated X like Y? SkillInstall · skills CLI | 2,244 | — | ||
| Inversion Exercise Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true? SkillInstall · skills CLI | 2,244 | — | ||
| Meta-Pattern Recognition Spot patterns appearing in 3+ domains to find universal principles SkillInstall · skills CLI | 2,244 | — | ||
| problem-solving Creative problem-solving techniques for breaking through stuck points - includes collision-zone thinking, inversion, pattern recognition, and simplifi SkillInstall · skills CLI | 2,244 | — | ||
| Scale Game Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales SkillInstall · skills CLI | 2,244 | — | ||
| sequential-thinking Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into alternative approaches, or dynamicall SkillInstall · skills CLI | 2,244 | — | ||
| Simplification Cascades Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z SkillInstall · skills CLI | 2,244 | — | ||
| When Stuck - Problem-Solving Dispatch Dispatch to the right problem-solving technique based on how you're stuck SkillInstall · skills CLI | 2,244 | — | ||
| absurdist-play The philosophy of absurdist play — the meta-skill that trains your ability to acquire and use all other skills. Creates genuine connection through cre SkillInstall · skills CLI | 2,192 | MIT | ||
| adult-social-skills Building and maintaining social connections as an adult. Use when someone is lonely, has moved to a new city, wants to make friends, struggles in grou SkillInstall · skills CLI | 2,192 | MIT | ||
| afrexai-performance-engineering Complete performance engineering system — profiling, optimization, load testing, capacity planning, and performance culture. Use when diagnosing slow SkillInstall · skills CLI | 2,192 | MIT | ||
| afrexai-startup-metrics-engine Complete startup metrics command center — from raw data to investor-ready dashboards. Covers every stage (pre-seed to Series B+), every model (SaaS, m SkillInstall · skills CLI | 2,192 | MIT | ||
| afterself Digital legacy agent — dead man's switch, final message executor, and ghost mode responder that preserves your digital presence. Use when the user wan SkillInstall · skills CLI | 2,192 | MIT | ||
| Founder OS Complete startup operating system — from idea validation to Series A. Covers customer discovery, PMF measurement, fundraising, team building, financia SkillInstall · skills CLI | 2,192 | MIT | ||
| Freelance Empire Complete freelance business operating system — from first client to six-figure solo business. Covers positioning, pricing, proposals, client managemen SkillInstall · skills CLI | 2,192 | MIT | ||
| Inventory & Supply Chain Manager Complete inventory management, demand forecasting, supplier evaluation, and supply chain optimization for businesses of any size. From stockroom to st SkillInstall · skills CLI | 2,192 | MIT | ||
| Product Management OS Complete product management system — discovery, prioritization, roadmapping, metrics, and cross-functional leadership. Use when building products, run SkillInstall · skills CLI | 2,192 | MIT | ||
| mcpb Desktop Extensions: One-click local MCP server installation in desktop apps MCP server | 2,178 | — | ||
| pinky Let AI use your iPhone or Android phone, with you in the loop: any MCP agent from macOS, Windows or Linux, or Pinky itself, right on the phone. MCP server | 2,154 | — | ||
| ql-artifact QualityLayer artifacts: use when asked to create, open, edit, review, rename, copy, archive or delete an artifact in QualityLayer or QL, or address fe SkillInstall · skills CLI | 2,147 | — | ||
| ql-manage Operate QualityLayer or QL without starting a coding workflow: find, inspect or oversee tasks, saved lessons, settings, installation, updates and diag SkillInstall · skills CLI | 2,147 | — | ||
| AISafetyHot AI Safety HOT: daily AI safety news, papers and incidents in one place — jailbreaks, prompt injection, alignment, evals, governance. Website, daily di MCP server | 2,125 | — | ||
| translate-explanation Translate existing code-explanation docs into another language, Chinese by default. Translates a whole `CODE_EXPLANATION/` folder into a parallel `COD SkillInstall · skills CLI | 2,125 | MIT | ||
| vuln-repro End-to-end methodology for reproducing AND patching publicly disclosed, already-fixed vulnerabilities: sourcing the advisory and the fix commit, readi SkillInstall · skills CLI | 2,125 | MIT | ||
| design-dna Extract, define, and apply design DNA across three dimensions: design system (tokens), design style (qualitative feel), and visual effects (Canvas, We SkillInstall · skills CLI | 2,123 | MIT | ||
| goal-calculator-repair Repair the fixed integer calculator using current failure evidence. SkillInstall · skills CLI | 2,071 | Apache-2.0 | ||
| chekhov-dramaturgy Writing plays and screenplays in the Chekhovian mode (契诃夫戏剧法) — distilled from the complete plays (没有父亲的人/普拉东诺夫, 伊凡诺夫, 林妖→万尼亚舅舅, 海鸥, 三姊妹, 樱桃园, nine on SkillInstall · skills CLI | 2,060 | MIT | ||
| ozu-screenplay-style Writing screenplays in the style of Ozu Yasujiro and Noda Kogo (小津安二郎・野田高梧) — distilled from six complete screenplays (晚春 Late Spring, 麦秋 Early Summer SkillInstall · skills CLI | 2,060 | MIT | ||
| succession-series-writing Writing a Succession-style ensemble series (继承之战群像剧写法) — distilled from Jesse Armstrong's complete shooting scripts for all four seasons, 39 episodes SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-american-case-studies Case studies of American screenwriting (美国电影剧作案例) — Mei Feng's readings of the Hollywood Western (value pairs, four oppositions), screwball comedy (st SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-character-conflict Character creation, protagonist/antagonist design and dramatic conflict for scripts (人物/对手/冲突) — merged from Lajos Egri (three-dimensional character, SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-chinese-opera-banqiang Playwriting for banqiang-system Chinese opera (板腔体：京剧、豫剧、越剧、秦腔、评剧、沪剧、淮剧、川剧弹戏), where sung passages are paired seven- or ten-character lines varied by SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-chinese-opera-banqiang-cases Worked full-length scripts of banqiang-system Chinese opera with their creation records (板腔体全本语料库). Primary texts; 翁偶虹《锁麟囊》 (the revised score edition SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-chinese-opera-qupai Chinese opera playwriting for the qupai (曲牌体) system — 元杂剧, 明清传奇, 昆曲, 川剧高腔, where sung text is filled into fixed tune patterns (填词) rather than built SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-chinese-opera-qupai-cases Worked qupai-system (曲牌体) opera scripts, act by act. Guan Hanqing's three surviving zaju (窦娥冤／救风尘／金线池 — twelve acts, 126 tunes, one mode and one rhyme SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-chinese-series-practice Mainland-Chinese TV-series craft, documents and production chain (国产剧创作体系与制片链) — the China layer parallel to the Japanese and Korean/French skills. Di SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-dialogue Dialogue writing and revision for screen and stage (对白/台词/潜台词) — merged from Robert McKee's Dialogue (dialogue as action, said/unsaid/unsayable, expos SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-format-adaptation Screenplay format, page craft, the writing process and adaptation (剧本格式/写作流程/改编) — merged from Wendy Henson (spec format rules), Richard Walter (page SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-genre-anatomy Genre anatomy from John Truby's The Anatomy of Genres (类型解剖 / 类型节拍 / 混合类型 / 超越类型) — genres as beat systems with a life philosophy underneath; three ru SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-industry-business The screenwriting business and career (编剧行业与生意经) — merged from Diamond & Weissman's Bulletproof (buyer's-eye workflow, three Cs, one-page nine-step, s SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-japanese-screenwriting Japanese (and other non-Hollywood) screenwriting methods (日本编剧方法/原创剧本实战) — distilled from ten Japanese directors and writers in ゼロからの脚本術; Kosawa Ryota SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-korean-french-screenwriting Korean and French screenwriting practice (韩国/法国编剧方法) — from the international masterclass; Oh Seung-uk (Christmas in August, The Shameless; field rese SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-premise-theme Premise, theme, controlling idea, subject selection and logline for scripts (前提/主题/立意/选材/戏核) — merged from Lajos Egri's premise-as-tyrant and dialecti SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-scene-craft Scene and sequence craft (场景/段落/细节/道具/悬念/情趣) — merged from Robert McKee's scene design and five-step scene analysis (value turn, beats, text/subtext, SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-series-case-studies Case studies of television series writing (剧集案例库) from primary texts; Sorkin's six West Wing teleplays (act-page tables, eight act-out types); Chase's SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-series-engine-bible From an idea to a sellable series design; series engine / franchise, story pattern, character webs that keep generating conflict, pilot types, and the SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-series-structure Episode and season structure for TV series (剧集单集与季的结构) — teasers and cold opens, broadcast four/five/six-act grids with page anchors, three tests for SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-sitcom-comedy Half-hour television comedy craft (半小时情景喜剧/笑点力学/困境机器/多机位单机位格式) — merged from Evan S. Smith's Writing Television Sitcoms (premise-driven comedy in thre SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-story-structure Story structure for screenplays and stage plays (故事结构) — merged from Syd Field's paradigm and plot points, Blake Snyder's Save the Cat beat sheet and SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-truby-anatomy Organic story anatomy from John Truby's The Anatomy of Story (有机结构/设计原则/22步骤/道德议题/四角对立/幽灵/场景编排) — the designing principle (story process plus original SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-workflow Project orchestrator for the screenwriting skill set (剧本项目主线调度 / 状态存档 / story bible) — a meta-skill that adds no new craft knowledge but routes a scre SkillInstall · skills CLI | 2,060 | MIT | ||
| sw-writers-room How episodic television actually gets made by a group (编剧室与制作现实) — merged from Goldberg & Rabkin (pitch as audition, leave-behind, cracking the story, SkillInstall · skills CLI | 2,060 | MIT | ||
| critical-thinking 仕事の文書(稟議書、提案書、企画書、報告書など、読んだ人に判断を求める文書)を、決裁者の目で検査して直すスキル。「決裁者の目で見て直して」「出す前に見て」「通る形にして」「稟議(提案書・企画書)をチェックして」と頼まれたら「決裁者の目で見て直す」の手順に従う。文書の中で答えが出ることは聞かずに直し、 SkillInstall · skills CLI | 2,056 | MIT | ||
| natural-japanese 仕事の日本語文書を、自然で読みやすく、わかりやすい日本語で書く・直すためのスキル。議事録、調査レポート、顧客向けのレポート、社内ガイド、技術記事、PR の説明文、リサーチメモ、企画書、メール、スライド構成などの作成や推敲と、note やブログ、エッセイの執筆に使う。文字起こしから議事録を作るときにも SkillInstall · skills CLI | 2,056 | MIT | ||
| abstract-summarizer Transform lengthy academic papers into concise, structured 250-word abstracts. SkillInstall · skills CLI | 2,054 | MIT | ||
| abstract-trimmer Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict SkillInstall · skills CLI | 2,054 | MIT | ||
| academic-abstract-refiner Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries SkillInstall · skills CLI | 2,054 | MIT | ||
| academic-highlight-generator Generates submission-ready Elsevier/SCI Highlights from manuscript text or extracted PDF/DOCX/TXT content. Use when a user needs 3-5 concise, evidence SkillInstall · skills CLI | 2,054 | MIT | ||
| adverse-event-narrative Generates CIOMS I-compliant ICSR narratives from adverse event case data for FDA and EMA regulatory submission. Includes temporal analysis, MedDRA cod SkillInstall · skills CLI | 2,054 | MIT | ||
| anatomy-quiz-master Generate interactive anatomy quizzes for medical education with multiple. SkillInstall · skills CLI | 2,054 | MIT | ||
| anki-card-creator Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card SkillInstall · skills CLI | 2,054 | MIT | ||
| arxiv-preflight Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper be SkillInstall · skills CLI | 2,054 | MIT | ||
| author-response-builder Turns reviewer comments into structured, professional point-by-point responses linked to manuscript revisions, clarifications, rebuttals, and addition SkillInstall · skills CLI | 2,054 | MIT | ||
| authorship-credit-gen Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions t SkillInstall · skills CLI | 2,054 | MIT | ||
| automated-soap-note-generator Generate structured SOAP notes from clinical narratives, transcripts, or existing notes; use when the user needs de-identified clinical documentation SkillInstall · skills CLI | 2,054 | MIT | ||
| basic-discovery-translational-opportunity-finder Finds translational opportunities that connect basic-research discoveries to clinically meaningful use cases such as diagnosis, stratification, progno SkillInstall · skills CLI | 2,054 | MIT | ||
| batch-effect-correction Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and SkillInstall · skills CLI | 2,054 | MIT | ||
| bioinformatics-translational-opportunity-finder Identifies translationally meaningful paths for bioinformatics findings by mapping omics or computational discoveries to diagnosis, stratification, pr SkillInstall · skills CLI | 2,054 | MIT | ||
| biomarker-landscape-scanner Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level. SkillInstall · skills CLI | 2,054 | MIT | ||
| biomed-outline-generator Generates structured biomedical outlines for review articles, discussion sections, and thesis proposals. Use when a user provides biomedical keywords, SkillInstall · skills CLI | 2,054 | MIT | ||
| biotech-pitch-deck-narrative Use biotech-pitch-deck-narrative for academic writing workflows that need structured investor-facing storytelling, explicit assumptions, and clear out SkillInstall · skills CLI | 2,054 | MIT | ||
| blind-review-sanitizer Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for do SkillInstall · skills CLI | 2,054 | MIT | ||
| cerna-analysis Use when building a ceRNA regulatory network from a key gene list by combining bundled miRNA-mRNA and miRNA-lncRNA database files, with flat-file CSV SkillInstall · skills CLI | 2,054 | MIT | ||
| cibersort-immune-infiltration-analysis Use when estimating relative immune cell infiltration from a bulk expression matrix with a CIBERSORT-style nu-SVR deconvolution workflow based on an L SkillInstall · skills CLI | 2,054 | MIT | ||
| citation-formatter Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies fo SkillInstall · skills CLI | 2,054 | MIT | ||
| claim-strength-calibrator Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status. SkillInstall · skills CLI | 2,054 | MIT | ||
| clinical-question-clarifier Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question. Always use this sk SkillInstall · skills CLI | 2,054 | MIT | ||
| conference-abstract-adaptor Adapt scientific abstracts to conference-specific word limits, section rules, and formatting constraints; use when reshaping an existing abstract for SkillInstall · skills CLI | 2,054 | MIT | ||
| conference-abstract-writer Condenses a full study into conference-submission abstract format. Use when adapting a manuscript abstract or study summary to meet a specific confere SkillInstall · skills CLI | 2,054 | MIT | ||
| conference-poster-pitch Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. SkillInstall · skills CLI | 2,054 | MIT | ||
| consensus-clustering-analysis Use when identifying stable sample subtypes from bulk expression matrices with ConsensusClusterPlus, including PAC-based model selection and consensus SkillInstall · skills CLI | 2,054 | MIT | ||
| consistency-checker-across-manuscript Checks consistency across title, abstract, methods, results, figures, tables, and supplements to identify internal contradictions and version drift in SkillInstall · skills CLI | 2,054 | MIT | ||
| contradictory-findings-resolver Explains why studies on the same biomedical topic reach different or opposing conclusions by auditing differences in population, endpoint definition, SkillInstall · skills CLI | 2,054 | MIT | ||
| cover-letter-drafter Drafts journal-ready cover letters for manuscript submission. Use when preparing a submission package, communicating the manuscript's contributions an SkillInstall · skills CLI | 2,054 | MIT | ||
| cover-letter-drafter Generates professional cover letters for journal submissions and job. SkillInstall · skills CLI | 2,054 | MIT | ||
| cover-letter-generator Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes. Use when preparing an academic submission package SkillInstall · skills CLI | 2,054 | MIT | ||
| decision-curve-analysis Use when evaluating the clinical utility of a binary prediction model from a single clinical CSV file by fitting a logistic decision-curve model, plot SkillInstall · skills CLI | 2,054 | MIT | ||
| decision-tree-analysis Use when building a decision tree model in R and generating feature importance ranking outputs. Supports classification and regression, automatic task SkillInstall · skills CLI | 2,054 | MIT | ||
| deg-screening-analysis Use when screening differentially expressed genes from a bulk expression matrix between two user-specified groups, producing DEG tables, a volcano plo SkillInstall · skills CLI | 2,054 | MIT | ||
| dei-statement-drafter Draft Diversity, Equity, and Inclusion statements for academic applications. SkillInstall · skills CLI | 2,054 | MIT | ||
| differential-expression-analysis Use when analyzing bulk RNA-seq or microarray expression data to identify differentially expressed genes between two biological groups (case vs contro SkillInstall · skills CLI | 2,054 | MIT | ||
| digital-twin-discharge-drafter Use when drafting patient discharge summaries, creating personalized discharge instructions, simulating post-discharge outcomes, reducing hospital rea SkillInstall · skills CLI | 2,054 | MIT | ||
| discharge-summary-writer Generate hospital discharge summaries from admission data, hospital course, diagnoses, procedures, and follow-up plans; use when a structured discharg SkillInstall · skills CLI | 2,054 | MIT | ||
| discussion-composer Composes a Discussion around key findings, mechanisms, clinical relevance, and limitations. Use when writing or improving a Discussion section for any SkillInstall · skills CLI | 2,054 | MIT | ||
| discussion-section-architect Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research resul SkillInstall · skills CLI | 2,054 | MIT | ||
| disease-mechanism-evidence-map Systematically maps mechanism evidence for a disease from molecules to pathways, cell types, tissues, biological consequences, and clinical phenotypes SkillInstall · skills CLI | 2,054 | MIT | ||
| drug-target-evidence-landscape Organizes the evidence and competitive landscape around a drug, target, or pathway by separating disease relevance, tractability, preclinical evidence SkillInstall · skills CLI | 2,054 | MIT | ||
| ectd-xml-compiler Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications. SkillInstall · skills CLI | 2,054 | MIT | ||
| ehr-semantic-compressor 1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the do SkillInstall · skills CLI | 2,054 | MIT | ||
| elastic-net-feature-selection Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic n SkillInstall · skills CLI | 2,054 | MIT | ||
| estimate-immune-score-analysis Use this skill to compute ESTIMATE immune-related microenvironment scores from a bulk expression matrix, generate an ESTIMATE score heatmap, and optio SkillInstall · skills CLI | 2,054 | MIT | ||
| evidence-level-ranker Ranks papers by evidence family, methodological quality tier, validation depth, and claim discipline; assigns anchor, context-setting, mechanistic sup SkillInstall · skills CLI | 2,054 | MIT | ||
| external-model-validation Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan- SkillInstall · skills CLI | 2,054 | MIT | ||
| faq-generator Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ SkillInstall · skills CLI | 2,054 | MIT | ||
| fastqc-report-interpreter Use when analyzing FASTQC quality reports from sequencing data, identifying quality issues in NGS datasets, or troubleshooting sequencing problems. In SkillInstall · skills CLI | 2,054 | MIT | ||
| figure-first-paper-reader Reads a paper figure by figure before re-integrating the full narrative, so the user can identify the core findings quickly and check whether each vis SkillInstall · skills CLI | 2,054 | MIT | ||
| figure-legend-gen Generate standardized figure legends for scientific figures and charts; use when preparing publication-ready legends that summarize design, variables, SkillInstall · skills CLI | 2,054 | MIT | ||
| figure-legend-writer Writes complete, publication-grade figure legends that can stand on their own. Use when writing or revising figure legends for any scientific figure — SkillInstall · skills CLI | 2,054 | MIT | ||
| figure-reference-checker Use figure reference checker for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. SkillInstall · skills CLI | 2,054 | MIT | ||
| find-paper-references Automatically find references for academic paper Markdown files. Reads full paper text, identifies each knowledge point requiring citation (epidemiolo SkillInstall · skills CLI | 2,054 | MIT | ||
| flowio Parse Flow Cytometry Standard (FCS) files v2.0–3.1 and extract events/metadata for preprocessing workflows (e.g., when you need NumPy arrays, channel SkillInstall · skills CLI | 2,054 | MIT | ||
| forest-plot-styler Analyze data with `forest-plot-styler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. SkillInstall · skills CLI | 2,054 | MIT | ||
| format-references-endnote EndNote reference formatting workflow — converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) using EndNote CWYW-recognized {Author, Y SkillInstall · skills CLI | 2,054 | MIT | ||
| format-references-zotero Zotero reference formatting workflow. Converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) with native Zotero field codes (ADDIN ZOTE SkillInstall · skills CLI | 2,054 | MIT | ||
| gene-protein-expression-matrix-normalization Use when normalizing bulk gene or protein expression matrices with log2 transform, z-score standardization, or min-max scaling before downstream visua SkillInstall · skills CLI | 2,054 | MIT | ||
| gene-structure-mapper Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. SkillInstall · skills CLI | 2,054 | MIT | ||
| geniml Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labe SkillInstall · skills CLI | 2,054 | MIT | ||
| geopandas A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reproj SkillInstall · skills CLI | 2,054 | MIT | ||
| gokegg-analysis Use when performing GO and KEGG enrichment on a gene list from bulk RNA-seq or microarray studies, then generating a combined GO/KEGG dot chart. NOT f SkillInstall · skills CLI | 2,054 | MIT | ||
| grant-budget-justification Use grant budget justification for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries. SkillInstall · skills CLI | 2,054 | MIT | ||
| grant-mock-reviewer Simulate structured grant peer review for biomedical proposals; use when stress-testing significance, innovation, approach, feasibility, and reviewer- SkillInstall · skills CLI | 2,054 | MIT | ||
| grant-proposal-assistant Assist with biomedical grant proposal drafting, structure, and revision; use when preparing fundable proposal sections, aligning aims and methods, or SkillInstall · skills CLI | 2,054 | MIT |
Filters apply to the top 400 of 3,446 tools by stars. Full list for agents: other-misc.json