Video & Animation

Content strategist and manager for the maths video channel. It asks for the target audience, region, platforms, capacity and goals, researches the market (competitors, outlier videos, search demand, monetization rules, RPM by region, upload timing), and writes a growth and monetization strategy, a scored idea backlog, a content calendar and ready-to-produce video briefs (problem, angle, hook, outline, titles, thumbnail, description, tags, upload slot) that /manim-video turns into videos. It also reviews channel analytics and updates the plan. Use when the user says "plan the channel", "content plan", "video ideas", "what should the next videos be", "channel strategy", "grow the channel", "monetize", "make briefs", "review my analytics", or invokes /channel-planner.

Name, file, and track AI-generated media (images, video, audio) to a human-readable convention backed by a machine-readable sidecar, so assets are recognizable at a glance and reliably retrievable by an agent when orchestrating them into downstream workflows. Grounded in film/VFX shot naming (Netflix, MovieLabs), the MovieLabs Ontology for Media Creation (metadata separated from essence; structural vs functional), work-vs-publish separation (ShotGrid, ftrack), and C2PA/EU AI Act provenance. Use when downloading or filing generated assets, designing or applying an asset naming convention, building a project media library, or pulling assets into a lip-sync / image-to-video / edit workflow. Triggers on "name this asset", "naming convention", "file this generation", "asset library", "how should I name this", "sidecar", "content credentials", "provenance", "grab the asset for the workflow", "version this render".

MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。 Also MUST USE when user mentions any platform or shares any URL/链接: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, Facebook, Instagram, V2EX, LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL. 15 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 channels. Run `agent-reach doctor --json` to see which backend serves each platform right now. NOT for: 写报告/数据分析/翻译等内容加工（本 skill 只负责从互联网获取内容）； 发帖/评论/点赞等写操作；已有专门 skill 的平台（先用专门 skill）。 【路由方式】SKILL.md 包含路由表和常用命令，复杂场景需按需阅读对应分类的 references/*.md。 分类：search / social (小红书/推特/B站/V2EX/Reddit/Facebook/Instagram) / career(LinkedIn) / dev(github) / web(网页/文章/RSS) / video(YouTube/B站/播客)。

Use when writing or auditing any written content — captions, carousels, newsletters, threads, LinkedIn posts, long-form — and as the FINAL filter on every piece. Reach for it whenever text feels generic, fluent-but-hollow, over-formatted, or "sounds like AI." Strongest on written prose; lighter on spoken reels.

Design, diagnose, and lock believable photorealistic adult human character identities that avoid generic, averaged, or visibly AI-generated faces. Use when creating adult actors or characters for film, video, games, or visual stories; when a portrait feels like an "AI face," stock model, beauty render, or character sheet; when a face must feel sympathetic, ordinary, distinctive, or consistent across scenes; or before turning a character identity into cinematic, emotional, or continuity-controlled images and video.

Write and revise prose so it reads like a specific, thoughtful person wrote it, not an AI. Use this skill for any writing the user will send, post, publish, or say out loud, even when they don't mention AI or tone: business emails, Slack or Teams messages, memos, reports, proposals, procedures, LinkedIn and other social posts, captions, bios, YouTube scripts, video narration, hooks, outlines, and stories. Also use it whenever the user asks to humanize or de-AI text, make it \"sound like me\", check whether something sounds like AI, review a draft for AI tells, tighten or simplify prose, or rewrite in plain English. Combines Orwell's rules and plain-English discipline, Wikipedia's Signs of AI Writing field guide, a channel-aware humanizer pattern list, and StoryScope research on the narrative habits that give away AI-written stories.\n

Expert guide to discovering, tracking and critically evaluating the AI landscape (models, tools, papers, products) as of late 2026. Use when the user asks \"what's the best model for X\", \"what's new in AI this week\", \"which coding agent should I use\", \"is this benchmark claim legit\", \"compare GPT vs Claude vs Gemini\", \"best open-weight model I can self-host\", \"what AI tool fits my use case\", \"where do I track AI papers/releases\", \"explain this leaderboard\", \"is model X actually SOTA\", or wants a current frontier snapshot (labs, open weights, agents, coding tools, multimodal/video, on-device). Not for building/training models from scratch, general ML tutoring, or startup finance/strategy (use the start-up-tech-* skills).

Convert handwritten, typed or OneNote-exported course notes, homework solutions and exams into accessible Markdown that builds both a tagged PDF (PDF/UA-1) and a website (WCAG 2.1 AA), with every figure redrawn as described SVG and every equation typeset in real notation with a spoken form. Bundles the build scripts, LaTeX class, checks, a notation lint and a project scaffold. Use this whenever someone uploads or points to lecture notes, scanned or OneNote PDFs, homework solutions or teaching material and mentions accessibility, ADA Title II, WCAG, PDF/UA, screen readers, alt text, or transcription, and also for any later review round on such a project (fixing figures, labels, math notation, captions, glyphs missing from a PDF, reorganizing the repository), even if they do not say "accessible".

Connect a social media account or channel to PostEverywhere. Use when the user wants to add Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Telegram, Discord or WordPress, or when a post can't go out because no account is connected.

Connect a social media account or channel to PostEverywhere. Use when the user wants to add Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Telegram, Discord or WordPress, or when a post can't go out because no account is connected.

Connect a social media account or channel to PostEverywhere. Use when the user wants to add Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Telegram, Discord or WordPress, or when a post can't go out because no account is connected.

Read-only ads audit (Meta, Google, LinkedIn, TikTok, Microsoft, YouTube, Apple) from exports, scored. Use for: granska mina annonser, annonsgranskning, audit my ads, PPC audit.

Theo dõi fanpage Facebook, kênh YouTube/TikTok và tin ngành của đối thủ để lập báo cáo thị trường có nguồn, nêu khoảng trống nội dung và ý tưởng hành động. Dùng cho bản tin tuần/ngày hoặc hồ sơ đối thủ tùy ngành; không dùng để tương tác hay vượt giới hạn nền tảng.

Make finished static charts with plotnine, in Chinese or English, for slides, documents, weekly/monthly business reviews and journal papers. Picks the chart from what the user wants to compare (ranking, trend, change between two points, composition, contribution to a change, target attainment, metric decomposition, distribution, relationship, estimates with intervals, KPI summary), renders it at the exact output size (slide / doc / journal column) as SVG, PDF and PNG, and checks the layout automatically. Business-review charts follow reporting conventions (▲▼ instead of red/green, colour only for anomalies, basis captions, period-aligned comparisons). Use when the user asks to draw, plot, chart or visualize data, make a figure for a deck, report, business review or paper, or fix a chart that looks "busy but says nothing". 用于画图、做图表、汇报/周报月报/论文配图、改图。Not for interactive charts (plotly/echarts) or dashboards.

Stop the generic admin-dashboard screen on any product. Use on every new or changed UI, page, list, settings view, reading view, or generated layout. Bans obvious subtitles, the eyebrow-title-subtitle stack, decorative metric heroes, equal KPI cards, card-in-card, decorative row chrome, and a narrow centered column with huge side gutters. The first screen is this product's job at full content width. Secondary facts get a named place, not a delete. Do not strip a manager down to a database grid, and do not hide a list action behind Open. A product with several areas gets a persistent sidebar. Personality comes from composition and the existing accent, not from a display font. Do not reuse the objects, verbs, or layout of a previous screen. Triggers: UI, tela, dashboard, cards, KPI, métricas, subtítulo, layout, "muita informação", "não sei onde olhar", /lean-screen. Task rules stay in ux-best-practices. Visual identity stays in the design system or frontend-design.

Create, revise, and verify precise architecture diagrams for agentic AI, RAG, software systems, robotics, transformers, CNNs, GNNs, audio/speech, video, multimodal systems, and neural networks. Use for architecture figures, research-paper diagrams, model schematics, TikZ/LaTeX figures, editable SVGs, tensor and data-flow diagrams, and code-to-architecture documentation. Produce editable source plus a rendered figure; check semantics, routing, text, and provenance.

Renders MuJoCo simulations with Three.js (in-browser WASM, a streamed Python MuJoCo process, or logs). Use for Z-up scene setup, converting MuJoCo geoms and meshes to Three.js meshes, per-frame body pose sync (wxyz quaternions), capturing camera snapshots and canvas video for Gemini Robotics-ER, mapping ER [y, x] 0-1000 points to 3D by raycasting, projecting 3D back to image coordinates, and debugging sideways, twisted, mis-sized or blank renders.

Builds robot perception, planning and verification with Gemini Robotics-ER 2 (gemini-robotics-er-2-preview, gemini-robotics-er-2-streaming-preview) through the Google Gen AI SDK 2.x Interactions API and Live API. Use when code calls Gemini Robotics / ER models, or for pointing, bounding boxes, trajectories, grasp points, 2D-to-3D lifting, agentic vision (code execution), task orchestration with robot function calling, video moment finding / progress classification / success detection, real-time Live API robot agents, or migrating generateContent / ER 1.6 code.

Edit video projects, motion graphics, text, captions, effects, audio and exports in AK Screen 3.0 or later through its MCP tools. Use for AK Screen editing requests when the AK Screen MCP server is available.

Grow a small business on Threads (Meta). Audits a Threads account from its posts and numbers, finds the one thing holding it back, tears down best and worst posts, writes ready-to-post captions with one job each, plans 30 days, sets a reply routine, watches competitors, and briefs creators for paid posts. Use when someone asks how to get customers, reach, replies or sales from Threads, what to post, why posts flop, how to reply, how to work with Threads creators, or for a Threads content plan or audit — for any small or home business in any country.

Generate images, infographics, speech, podcasts, music, and sound effects with the framechord CLI, using optional reusable character identities and local YAML and Markdown briefs.

Records visual proof while testing UI behavior — the agent tests the app hands-on via computer use while a screen recording with structured test/assertion annotations captures the session — then posts the video and a results summary to the PR and tracker issue. Use whenever a change needs verifiable evidence that it works, instead of prose claims — including headless environments (scripted screenshots and probes) and non-UI changes (measured numbers, output pairs).

Generate images, infographics, speech, podcasts, music, and sound effects with the framechord CLI, using optional reusable character identities and local YAML and Markdown briefs.

Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with optional generated or supplied visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage.