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Check and drive an Android app's UI on an emulator or phone with the oh-my-android MCP tools. Use when building or fixing Android screens, verifying a UI change, or testing dark mode, large fonts, RTL or pseudo-locales.

Suggest which teammates to talk to, using Pensieve's git-blame knowledge map. Use when the user is stuck in unfamiliar code, asks who owns or knows an area, is about to change code mostly written by others, or wants a reviewer.

Find code, docs or past agent sessions fast with Pensieve's MCP search instead of chains of grep. Use whenever you need to locate where something is implemented, find code similar to what you're about to write, look up an error message or identifier, or recall what an earlier session decided.

Ground a plan for new code in what already exists and who knows it, using Pensieve. Use when planning a feature, refactor or new module, writing a design doc, or before starting a large change.

Find what is already working in a niche, then rewrite it in the user's own voice for their audience and hand back a shoot-ready short-form video script (Reels, TikTok, Shorts), with a LinkedIn post or long-form version as a secondary output. Ranks posts by how far each beat its creator's own median, names the hook formula, scores hooks, and strips AI tells. Use when the user says "make me a viral video", "write a reel/TikTok/short", "what's working in my niche", "find viral videos", "rewrite this in my voice", "give me a hook", "script my next video", or wants content that performs. Fuses Jake's LinkedIn and YouTube agent skills.

Edit talking-head and short-form video end to end: cut dead space, ums and retakes, add word-timed captions, dynamic visuals and stop motion, then finish the audio at -14 LUFS and export for Reels, TikTok and Shorts. Combines the HyperFrames, Remotion and video-use editing skills with local ffmpeg tools. Use whenever someone wants to edit, cut, tighten or caption a video, or says "cut the dead space", "remove the silences", "cut the ums", "jump cuts", "add captions" or "subtitles", "make this a reel", "add b-roll" or "motion graphics", "make a stop motion", "fix my audio", or drops raw footage that needs to become postable.

Takes someone with no technical skill from "I want a website or app that does X" to a live, working, great-looking product. Merges the best design skills (impeccable, Anthropic's frontend-design) with the best engineering discipline (gstack, superpowers). Covers a one-page plain-English spec, the simplest stack that works, a committed design direction before any code, small verified build steps, real-browser QA at 375/768/1440 with runnable checks, then deploy and a handoff note. Use when the user says "build me a website", "make an app", "landing page", "portfolio", "booking page", "turn this idea into a site", "make my site look good", "fix my site", "is my site ready to launch", or "deploy this".

Skill hidden by header-only quiet startup.

Package skill listed under its package source.

directory skills match overrides by SKILL.md

Declared only by the Claude plugin manifest.

Run one bounded upstream-first Pi-to-PiG porting or verification task.

Example skill loaded from resources_discover

Check and prepare only the tools needed for a selected PiG task.

给流水线里的一条内容写可以直接开工的分镜脚本，存回工作台的内容卡片。工作台在「设置」里把写脚本选成后台 Agent 时，点「AI 写脚本」调用，参数里带内容 id。

工具：语音转文字（本机 whisper.cpp）。回听配音有没有念错、给素材里的说话配字幕、对齐台词时间时用。

拆解一条 YouTube 视频：读字幕、简介和热门评论，弄清它为什么火、怎么讲的、观众在意什么，写成拆解报告存到这条视频上，给出题、调研、写脚本参考。工作台素材页点「拆解」时调用，参数里带视频 id；精选和出题时遇到还没拆过的 YouTube 素材，也按这里的格式拆。

按人的修改意见改一条已经生成好的视频，只改提到的地方，输出新版本并登记回工作台的内容卡片。工作台在内容详情里点「让 Claude 修改」时在后台调用，参数里带内容 id 和修改意见。具体怎么改看这条内容用的做法技能。全程无人值守，不能向任何人提问。

根据已发布内容的数据做复盘，找出什么在赢、给出各账号建议和下周选题方向，存到工作台的「数据复盘」。工作台在「设置」里把 AI 复盘选成后台 Agent 时，点「开始复盘」调用。

写脚本之前为流水线里的一条内容做调研：上网查真实的价格、工具能力、操作步骤、数据和反方观点；能自己动手验证的就在实验目录里实践（写代码、跑实验、用线上工具），写成每条都有出处的调研报告，同时把网页截图、官方视频和实践过程收集成素材，都存到工作台的内容卡片上。工作台在内容详情里点「AI 调研」时在后台调用，参数里带内容 id。

对流水线里一条内容的脚本做发布前预审（合规和质量），结果存回工作台的内容卡片。工作台在「设置」里把 AI 预审选成后台 Agent 时，点「AI 预审」调用，参数里带内容 id。

把流水线里一条内容的脚本做成成片 MP4，登记回工作台的内容卡片。工作台点「生成视频」时在后台调用，参数里带内容 id。具体怎么做看这条内容用的做法技能。全程无人值守，不能向任何人提问。

改进技能：按用户的一句想法、运行中发现的问题、出厂更新或定期整理，找到该改的技能和位置，在草稿里改好，交给用户确认。工作台在后台调用，参数里带改动 id、方式和草稿目录。

每日选题。抓取全网热榜，结合各账号人设，把当天值得借势的热点按各账号的选题范围直接转成短视频选题，写进工作台的「账号选题」（一步到位，不经过选题雷达的精选）。用户说“跑一下今天的选题”“出选题”“看看今天有什么热点能做”，或定时任务触发时使用。

选题雷达的精选。读工作台各渠道定时抓到的素材（抖音、微博、B站、知乎、百度、头条、推特、YouTube、Hacker News 等），按各账号的选题范围挑出值得做成短视频的主题，写进工作台选题雷达的「精选」，等人决定给哪些账号出题。工作台点「让 Claude 精选」时调用，用户说“精选一下素材”“跑一下精选”时也用。

给选题雷达里的一个精选主题，按指定账号的人设和系列各出几条短视频选题，写进工作台的「账号选题」等人挑选。工作台点「给账号出题」时调用，参数里带精选 id、账号代号和每个账号的数量。

GPUtw 台灣 GPU 雲端 REST API 整合助手（gputw, GPUtw.ai, 台灣 GPU 雲, 租 GPU, 裸機 GPU, GPU 執行個體）。 用有權限範圍的 API 金鑰（gputw_live_）部署與管理 GPU 執行個體、輪詢狀態、讀取用量與日誌、 在容器內執行指令、管理 HTTP 連接埠與 raw TCP/UDP、Vault 儲存空間（分段續傳上傳、Hugging Face 模型下載）、 點數帳務與團隊。適用於撰寫自動化腳本、CI、代理程式，以及除錯 401/403/402/409/429 與 Cloudflare 403 回應。 Use when the user mentions GPUtw, gputw.ai, renting a GPU in Taiwan, /vault, or a gputw_live_ API key.

Open a user's local Git project in Oil Git and inspect real branches, commits, changes, and conflicts. Use when the user asks to inspect a project with Oil Git or to locate the repository they are working on in the desktop view. Read-only display only; do not use for Git write operations, website browsing, or cloud repository management.

托管模式：你当经理，不自己写代码。把活写成工单，派给用户电脑上的其他 AI 命令行工具（便宜模型）去做，你负责验收、换一家模型审查、逐条核实。用户不在时也能无人托管，自己接着干。用户说「走工单」「托管」「派出去」「我走了你接着干」「让别的模型做」时使用；第一次使用时先摸清这台电脑有哪些工人，并和用户一起定好。

Start-of-session brief. Runs the ground-truth script (repos, worktrees, open PRs + CI, background jobs), reads notes/handoff.md and reconciles it against those facts, checks deadlines, then proposes the task of the day from the handoff, BACKLOG.md and questions.md. Use it at the start of every session, right after /clear, or whenever the user asks where things stand ("where are we", "what's next", "continue the work", "what's running", "resume", "start the day", "what did we do last time").

Headless, reproducible browser automation with Playwright for any project — screenshots of web pages or local dev servers (desktop/tablet/mobile, full page or one element, single page or every page/menu of an app in one batch), frontend audits (console errors, failed requests, broken images/links, responsive overflow, axe accessibility, LCP/CLS performance), before/after visual comparison, scripted E2E flows (log in, click, fill, page through, assert), and logged-in pages via saved sessions. Use this whenever the user wants to screenshot or visually check a site, find frontend bugs, see how a page looks on mobile, compare the UI before and after a CSS/code change, reproduce a bug from an issue or ticket and capture evidence images for it, verify a UI flow works, or run/write a browser test — even if they never say "Playwright" or "browser". If Claude in Chrome could also do the job, briefly ask which to use (with a recommendation) instead of silently picking.

Work with GitHub through the gh command line tool - pull requests, issues, CI checks and their logs, reviews, releases and the REST or GraphQL API. Use when a task mentions a PR, an issue, a failing check, a review or a release on GitHub.

Operate real websites with mu's fast judge-driven browser (the browse tool and the browser sub-agent). Use when a task needs clicking, typing or searching on a site, reading a page that only renders in a browser, or web research across several pages.

A skill with a name that doesn't match the directory.

This is a multiline description. It spans multiple lines. And should be normalized.

A skill that cannot be invoked by the model.

Example skill loaded from resources_discover

Add the terse context meter to the Claude Code status line. Use when the user asks to install, enable or show the context meter or percentage in the status line.

从微信聊天记录导出文件中识别公众号文章链接或分享卡片，提取标题、公众号名称、发布时间、正文和图片，并保留原文链接。当用户要求整理、摘录或归档聊天记录里的公众号文章时使用。

从微信聊天记录导出文件中找出视频链接或本地视频附件，整理可获得的逐字稿、内容摘要、关键结论和时间点，并保留来源。当用户要求解读、总结或归档聊天记录里的视频内容时使用。

Make and change presentations in Herald Slides, the presentation editor in Herald OS - a deck from a topic (an outline first, a title slide, one idea a slide, short bullets, speaker notes, a closing slide), decks from a Herald Docs document and slides of a Herald Sheets range, layouts chosen for the content, the slide master and its layouts (a logo, slide numbers, a footer and the date on every slide, placeholders, backgrounds), themes and custom themes in a brand's colours, transitions, gradients, flowcharts and diagrams with grouped shapes and connectors, table borders, speaker notes for every slide, pictures, tables, text boxes and shapes, reordering, duplicating and hiding slides, find and replace, saving PowerPoint files and exporting PDFs, all through the slides tool

Work in Herald Sheets, the spreadsheet in Herald OS - read workbooks, write values and formulas (a formula from a description, explaining one, filling it down), fill a column from examples, clean data (duplicates, spaces, numbers and dates kept as text, splitting a column, letter case, filling down), make and change charts, summarize a table as a pivot table does, name ranges, set dropdown lists and other validation, comment on cells and leave notes, say what stands out, build a workbook such as a trip budget, format numbers and cells, sort, filter, freeze, manage sheets, put a range in a Herald Docs report, save Excel and CSV files and export PDFs, all through the sheets tool

Change Herald OS itself - make and switch themes, fonts and the wallpaper, widgets, the menu bar, control-menu entries, branding, keybindings, settings, routines and hooks

Act as the operating environment on this computer via the system bridge

Write and edit documents in Herald Docs, the word processor in Herald OS - letters, cover letters, CVs, reports, memos, meeting notes, proposals, essays and newsletters drafted from a brief or a template, rewrites of the text Herald marked for a request (shorter, longer, another tone, another language, spelling and grammar), reviews that comment on clarity, grammar and tone, summaries, formatting and paragraph styles, find and replace, tables, pictures, a Herald Sheets range as a table in a report, headers and footers with page numbers and dates, fields, footnotes and endnotes, page setup and sections, comments and replies, tables of contents, templates, statistics such as word count and reading time, saving Word, Markdown and text files and exporting PDFs, all through the docs tool

Make and edit pictures in Herald Canvas, the layered image editor in Herald OS - posters, banners, thumbnails, collages and photo fixes through the canvas tool, with editable text and shape layers, layer effects (shadows, strokes, glows) copied between layers, masks, alignment and guides, auto tone and colour, filters (sharpen, denoise, blur), colour lookup tables, on-device background removal and content-aware fill, generated pictures placed where asked, Photoshop files opened and exported with their layers, how to plan an edit from a description, plus the .comp project format and every adjustment setting

Find documents such as invoices among badly named files, read them, name them clearly and file them where the person keeps them, with a plan they approve and an undo

Explain why a program crashed from its crash report or core dump, and whether it is worth reporting

Prove model-disabled skills stay outside the model catalog.

Exercise project skill discovery and loading in snapshot tests.

Prove user-disabled skills remain available to the model.

Read, create, and modify Excel workbooks (.xlsx), including data, formulas, formatting, and pandas analysis. Use for Excel inputs or deliverables. Load before running Office commands. Data and formula tasks skip visual inspection; inspect only for formatting or layout needs. Use only bundled LibreOffice unless the user explicitly opts out; without that opt-out, do not search for another LibreOffice executable.

Create, read, edit, and check PowerPoint presentations (.pptx), including slide text, tables, images, and charts. Use when a PPTX file is an input or requested deliverable. Load this skill before running Office commands. Use only bundled LibreOffice unless the user explicitly opts out; without that opt-out, do not search for another LibreOffice executable.

Create, read, edit, and check Word documents (.docx), including reports, letters, and formatted tables. Use when a DOCX file is an input or requested deliverable. Load this skill before running Office commands. Use only bundled LibreOffice unless the user explicitly opts out; without that opt-out, do not search for another LibreOffice executable.

Use when creating, changing, or validating an agent preset or other Cordis composition for this harness, including deciding host versus preset placement and checking that an authored preset mounts.

Use when designing, reviewing, adding, enabling, disabling, installing, configuring, or debugging a plugin, bundle, feature, page, panel, tool, or MCP connection in the current Harness profile, including a shipped plugin that is disabled by default, and for any visual object, decoration, or widget request that names no other destination, which means an installed UI plugin rendered in the Harness Web UI.

Use when writing or reading a Cordis bundle patch or agent preset for this harness and you need the Loader YAML dialect (insert, override by id, group, disabled, isolate, !!js) or the list of installable Harness plugin packages and what each provides.

Use when writing or changing a model-facing tool definition (name, description, parameter schema, or its system-prompt section), and when designing skills, context loading, or multi-step workflows, to make information discoverable and use context efficiently.

Inspect the bundled Preview workspace and its deterministic Session examples.

Use when auditing or fixing prose that reads like a leaked reasoning transcript — dead design-session citations such as (decision N), audit item codes, or §N of uncommitted drafts; change narration such as "used to", "no longer", "this cut"; stack or review vantage ("a later PR in this stack", "rejected in review"); reviewer-addressed justifications; control-flow narration; or hedged planning residue in comments, JSDoc, docs, or Agent Notes.