Content And Media for AI agents
100 security-reviewed content and media listings, skills, MCP servers, and toolkits you can install into Claude Code, Cursor, and other agents with one command.
MatPlotLibNet
matplotlib for .NET: a C# charting library that draws 83 chart types and saves them as SVG, PNG, PDF or an animated GIF from your server code. Fluent API, an MCP server for AI agents, charts in Verso notebooks, and native controls for Blazor, WPF, MAUI, Avalonia, Uno and ASP.NET Core. No JavaScript framework, no WebView, no hosted service
Motion Video
Produce beat-synced 1080p motion-graphic videos in HyperFrames (HTML + GSAP) with an AI voice-over, Vietnamese karaoke captions, SFX and generated music, in one of two proven styles (glass keynote or Spider-Verse-style comic). Use when the user asks for a launch/release/feature video, motion graphic, animated explainer or promo clip, or a restyle of an existing one.
Compare Screenshots
Compare screenshots to judge which image is less wrong, not to match a baseline. Use when a UI, game, document, render, chart, or generated asset needs objective visual telemetry, side-by-side inspection, crop/zoom review, or a fresh second opinion before accepting or rejecting a visual change. Also use on a single capture with no counterpart, to measure whether the frame is flat, empty, or badly…
Preview Shots
Open image shots (screenshots, snapshot baselines, montages, renders) in ONE macOS Preview window so the user can eyeball them. Use when the user asks to open / show / pull up / review shots in Preview or Finder, or right after producing visual artifacts the user should look at before signing off.
Write Docs
Write and edit project docs (README/markdown) as a glossary of principles, not a mirror of the code. Use when creating or revising a README; when a doc enumerates exact scenes, scenarios, helpers, class ids, file lists, or command/flag matrices the code already holds; when trimming narrative or changelog out of a doc; or when deduplicating overlapping docs and wiring a root doc to its sub-docs.
Split Pdf
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes, avoiding context window crashes and shallow comprehension.
Knowledge Base
Personal knowledge base manager. Processes inbox files (PDF, MD, DOCX, RTF, TXT, HTML, PNG, URL), extracts metadata, renames with citation conventions, generates summaries, maintains a generated searchable index, answers questions grounded in indexed sources, performs full-text keyword search, reports corpus health, moves pipeline output into topic folders, and builds slide decks from indexed or…
Slides Content
Multi-step workflow to create presentation slides from content (academic papers, articles, notes). Reads the source (splitting PDFs, extracting text from Word/RTF, or reading markdown/text/LaTeX directly), summarizes the content, generates Beamer slides with figures and tables, then converts to PPTX using the style guide. Reuses any pre-existing text extract or summary in the output directory to…
Survey Qsf
Builds a Qualtrics .qsf import file from a survey already written in markdown or in the conversation, question types, choice limits, write-in options, blocks, skip logic, and carry-forward included, and renders an exported .qsf back as readable markdown for revision. Fires on "make this a qualtrics survey", "build the qsf", "qualtrics import file", "get this survey into qualtrics", "read this qsf…
Diagram Pdf
Generate standalone TikZ diagrams (pipelines, hierarchies, cycles, hub-and-spoke, thematic) compiled to PDF, with a mandatory independent audit agent that catches overlap and routing defects before delivery. Triggers on "create a diagram", "diagram this", "draw a diagram", "workflow diagram", "visualize this workflow", "process diagram", "org chart", "concept map", "thematic diagram", "diagram th…
Beamer
Beamer slide generation with citation strategy decision, code-first matplotlib figures, outline checkpoint with content inventory, structure-aware rhetoric, Devil's Advocate slides, code blocks, and transition slides. Two optional axes tune the deck: `structure=` (mba [default], teaching, faculty, professional, consulting, working) selects the slide skeleton and rhetoric balance; `register=` (bus…
Youtube Outliers
3x outlier videos in a niche, their format, and 3 adaptations. Use when picking the next video or asked what is working in a lane.
Youtube Description
Search-or-browse call, then a full YouTube description with title check, tags, and a fixed footer. Use before upload, or when views stall and the metadata needs an audit.
Youtube Monetization
Ranked revenue stack and 90-day plan from niche, subs, and current revenue. Use when asked how to make money from a channel.
Youtube Lane
3 content lanes for a channel with buyer, engine, proof titles, and a kill test. Use when asked what to make or which niche to pick.
Youtube Channel Audit
Channel-page and upload-history audit with a top-20% publish bar, views per subscriber, and one fix per surface. Use when growth stalls, before a relaunch, or when asked to audit a channel.
Youtube Edit List
Edit decision list from a transcript, with an optional retention curve: cuts, holds, state changes, caption chunks, chapters, and the end frame. Use when handing a rough cut to an editor or re-cutting a video that lost viewers.
Youtube Retention
Timestamped fix list from a retention curve. Use when a video loses viewers and you paste the curve or the drop points.
Youtube Comments To Ideas
5 video ideas from pasted comments, each tied to the comment that proves demand. Use when asked what viewers want next.
Youtube Script
Hook plus setup-tension-payoff script from a packaged title. Use when asked to script, open, or write the talking points for a video.
Youtube Virality Gate
8-gate pre-publish check with a SHIP, FIX, or KILL verdict. Use before uploading or when asked if a video is ready.
Youtube Packaging
5 title + thumbnail pairs with paste-ready image prompts from a topic. Use before recording or when asked to package a video.
World Class Design
End-to-end process for getting distinctive, non-generic design out of AI coding agents — seed strings for real variety, ambitious briefs, a design-critic subagent scoring loop, image/video generation for texture, then subtractive polish. Use when starting a UI, landing page, app screen, or deck from a blank page and it must not look AI-generated, or when the user says "this looks like AI slop", "…
Gsap Explainer
Build a Kurzgesagt-quality GSAP-powered animated explainer video — a self-contained HTML file that plays like a produced YouTube video: layered worlds, character populations, physics-feeling choreography, a flying host mascot, seekable player chrome. Use when the user wants a high-production explainer/YouTube video, a "GSAP video", or a step up from a CSS-only animated explainer.
Explainer Studio
The guided end-to-end path for building an animated explainer video from zero — walks you phase by phase (script → assets → choreography → retention → gates → voiceover → publish), telling you which skill and tool to use at each step and what "done" means before advancing. Use when starting a new explainer video, when unsure what to do next mid-build, or when someone asks to be guided through the…
Explainer Assets
Generate crafted SVG/CSS components, props, characters, and environments for animated explainer videos — the build order, light rules, factory patterns, and engineering contracts that make assets read as illustrated objects AND survive choreography. Use when creating or upgrading any visual asset: a prop, mascot, component system, or background world.
Retention Pass
Run a 3-round YouTube-retention optimization pass on an animated explainer video (GSAP or CSS-only harness) — audit the hook/peak loop, kill dead zones, align scene length to choreography, add late B-beats, then verify with freeze-frames. Use when the user wants a video "optimized for retention", a "retention pass", or before publishing/recording VO for any explainer.
Notes To Video
Turn notes (LaTeX, PDF, or plain text) into 3Blue1Brown-style animated videos using Manim + TTS + ffmpeg. Use when the user wants to create an explainer video.
Gtm Seven Part Research
Run a data-backed GTM analysis using Frank's seven-part framework (User insight, Product design, Brand positioning, Content strategy, Marketing channels, Conversion strategy, Path optimization) with Apify MCP research, a full competitor sweep, and a styled HTML report plus a Markdown report. Use for any new product, idea, or client GTM.
Gtm Seven Part Research D2c
Run a data-backed e-commerce D2C GTM analysis using Frank's seven-part framework (User insight, Product and offer design, Brand positioning, Content strategy, Marketing channels, Conversion strategy, Path optimization), with unit economics, an Amazon, Shopify, and Meta Ad Library competitor sweep, Apify MCP research, and a styled HTML report plus a Markdown report. Use for any physical consumer p…
Gtm Seven Part Research Zh
用 Frank 七步框架（用户洞察、产品设计、品牌定位、内容策略、营销渠道、转化策略、路径优化）对新产品或新想法做数据驱动的上市（GTM）调研，通过 Apify MCP 检索真实数据，包含完整竞品扫描，最终产出带样式的自包含 HTML 报告和补充 Markdown 报告，全部为中文。适用于任何新产品、新想法或客户 GTM 分析。Use for any new product, idea, or client GTM when a Chinese-language research report is wanted.
Gtm Seven Part Research D2c Zh
用 Frank 七步框架（用户洞察、产品与报价设计、品牌定位、内容策略、营销渠道、转化策略、路径优化）为电商 D2C 品牌做数据驱动的上市（GTM）调研，包含单位经济模型、覆盖品牌独立站、Amazon 和 Meta 广告库的竞品扫描，通过 Apify MCP 检索真实数据，最终产出带样式的自包含 HTML 报告和补充 Markdown 报告，全部为中文。适用于面向美国等海外市场的实体消费品、D2C 品牌、Shopify 独立站、出海品牌、Amazon 或 TikTok Shop 上新，以及客户电商 GTM 分析。Use for any physical consumer product or D2C brand GTM when a Chinese-language research report is wanted.
Ls Markdown Reference Validator
Use when validating repository Markdown local references and anchors; scheduled-safe YAML-configured reports keep host-aware scans explicit and local-only.
Compositor Mcp
MCP server for Compositor, the open-source Photoshop alternative for Mac: let Claude read and edit .comp projects
LATTICE MG
Cross-Modal, Temporal, and Agent-Delegation Defenses Against Jailbreaks in Text-to-Image and Text-to-Video Generation
Multi Image To 3d
Convert multiple photos (1-4 angles) of the same object into a high-accuracy 3D model using Meshy API and import into Blender.
Image To 3d
Convert a photo into a 3D model using Meshy API and import it into Blender via MCP.
Wireframe To 3d
Convert 2D orthographic wireframe PNG drawings to 3D Blender models exported as glTF/GLB. Use this skill whenever the user provides wireframe images (technical drawings, line drawings, orthographic views, side/front/back panels) and wants to generate a 3D model, mesh, or .glb file. Triggers on phrases like "convert this wireframe to 3D", "make a 3D model from these drawings", "build a model from…
Product Shot
Make commercial-grade product photos with an image model: liquid/texture (formulation) shots, product images that keep the real logo and packaging intact, and clean ad cuts. Use when the user has a product image (cosmetics, skincare, food, drink, any packaged good) and wants a texture/swatch shot, a hero ad image, a background/scene, or asks 'make a product photo / 제형 컷 / 광고컷 / keep the logo'. Th…
Pixel Run
Turn a character reference image into a clean, looping pixel-art RUN cycle. Produces a transparent GIF, a 4x4 (16-frame) sprite sheet PNG, and a ZIP of individual frames. Use when the user shares a character image and asks for a running animation, run cycle, sprite sheet, pixel-art walk/run, or 'make this character run'. The skill gives the AI a rigorous, character-agnostic generation prompt AND…
Cheat Shoot
登记一条视频已拍摄。**建 video folder + 询问实际拍摄稿是否与 scripts/<id>.md 一致 + buffer +1**。与 cheat-publish 配对：拍了进队列，发了出队列。触发词："拍了"/"拍了 X"/"shot"/"shot it"/"已拍 X"/"录完了"。
Animated Asset
Create a fully rigged, animated voxel creature from a one-line idea — fal text-to-image → Hunyuan-3D → C++ voxelizer → headless Blender rig + 13 animation clips → glTF. Use when asked to add, generate or create a new creature, animal, animated asset or voxel model (e.g. "add a corgi", "make a wolf", "generate a new animal").
Dprint
Format Markdown and configuration files with dprint.
Human Review
Assemble .human-review/review.html — a tabbed reviewer's guide for a change set — from the review-points.md the coding agent committed with its fixes (what it fixed, declined and assumed), plus diagram deltas, a Code City shot, a feature video, the endpoint-complexity increment, the REST contract diff and deep-linked snippets. Explicit invocation only — user types /human-review.
Publish Demo
Publish a finished /human-review page as a demo snapshot — copy it into the human-review repo's demo/, render its landing-page card from the page itself, commit and push, which is what makes the Pages copy, the rolling zip and the ghcr image. Explicit invocation only — user types /publish-demo.
Image Generation
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Image Treatment
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Codex Image To Eagle
Archive Codex-generated images from the current user's Codex generated_images directory into Eagle with the prompt saved as annotation. Use when the user asks to save, archive, import, or sync Codex generated images to Eagle with prompts, tags, and folders.
Nuyoah Xiezhen Prompt
当需要生成、改写、扩展或反向拆解 AI 写真、人像摄影、editorial photography 中文提示词时使用；也用于用户提供一组写真参考图，希望换一位人物、按同一摄影企划重新拍摄新分镜，并在明确要求生图时完成 Codex Image 生成、检查与可选归档。普通提示词请求默认不主动生图。
Nuyoah Portrait Character Designer
将一句人物气质或形象要求转为人脸结构、妆容与中文生图提示词；用于原创人像、同妆不同脸、固定脸换妆、角色阵容及局部面部反推。普通设计默认输出文字，明确要求才生图。不负责完整写真企划、泛用图片反推或视频角色连续性。
Nuyoah Meta Skill
设计、创建、审计、改进和验证 Agent Skills；用于工程化可复用方法、修改 SKILL.md、校准触发或吸收外部机制。不用于普通 Prompt 改写、业务执行、安装或发布。
Flutter Design System
Use when creating or extending a Flutter design system package - design tokens, type scale, spacing, colour palette, or a new reusable component built from Figma tokens. Triggers on a request for a component shared across apps, or for visual standardisation.
Flutter Caching
Use when implementing caching or offline behaviour in a Flutter feature - an offline-first repository, image caching, a Dio cache interceptor, a write sync queue, cache invalidation, or choosing between secure storage and shared_preferences. Also triggers on "make it work without internet", "store it locally", or "it is slow, it refetches every time".
3d Print Workflow
Prepare a model file, link or modeling brief for FDM printing through sizing, slicing, authorized printer dispatch and result review. Use printable-modeling when geometry must be created or edited.
Printable Modeling
Create or edit geometry intended for FDM printing from uploaded images, existing models or a modeling brief. Choose parametric CAD or organic mesh work, preserve editable source and validate exports.
Idea To Print
Turn an idea or uploaded image into a reviewable 3D sculpture and an authorized FDM print. Coordinate design selection, mesh refinement, evidence-based validation, slicing and resumable printing handoff.
Product Promo Animation
Generate a single-file, self-contained HTML product promotional animation video (15-30s) from a product brief/PRD. Produces a multi-scene GSAP timeline storyboard, a four aspect-ratio switcher (16:9/4:3/1:1/9:16), a zero-emoji SVG icon system, brand colors harvested from the official site, playback controls, and SEO video metadata. Use when the user asks for a product promo animation, marketing/a…
Cnki Download
Download CNKI papers as PDF by default through authorized native links; use CAJ only when explicitly requested or accepted.
Valcraft Msw
Apply the MSW Kernel to a markdown document — a plan, spec, skill, prompt, or any other .md file. Derives the document's contract, judges every claim by the kernel's deletion test, deletes the claims that fail, audits every limit for authority, and reports in the kernel's format. Use when explicitly invoked with a file, or when the user asks to apply MSW, run the MSW deletion test, or strip a doc…
Valcraft Distill
Distill a prompt artifact — inline prompt text, a markdown prompt file (system prompt, agent instructions, slash command), a skill directory, or a workflow — into its minimal goal-directed essence, a short structured summary of goal, applicability, steps, and load-bearing constraints. Use when explicitly invoked, or when the user asks to distill, condense, deconstruct, or boil down a prompt or sk…
Slidemuse
将书籍、PDF、论文、报告或文字材料制作成视觉优先的图片版 PPT，适用于竞赛、答辩、路演、课程展示和读书分享；在用户明确要求时按 Scene v1 还原可编辑 PPTX。流程包含需求和大纲确认、四套风格选型及逐页生图；不用于直接修改已有可编辑 PPTX。
Pulse Sequence Design
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Deep Learning Recon
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Mri Hardware
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Diffusion Mri
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Mri Research
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Mri Reconstruction
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Mri Research Workflow
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Ghost Editor
AI video editor for talking-head reels. Turns a raw phone recording of someone talking to camera (retakes, pauses, false starts) into a finished vertical 1080x1920 reel for Instagram, TikTok or Shorts: best take of each sentence, pause trimming, word-timed captions that never cover the face and stay inside the platform safe area, motion scenes on the spoken word, sound effects and music mixed aga…
Desktop Outfit Video
生成「AI 桌面换装视频」的完整提示词，并可选地直接调用 Seedance 2.5 出片。当用户想做桌面录屏风格的动态壁纸换装视频、想复刻这类爆款、或提到「桌面换装」「动态壁纸换装」「AI 换装视频」时使用。
Platform Optimization
Use when writing or adapting short-form or sponsored video content for a specific platform, such as TikTok, Instagram Reels, YouTube, or YouTube Shorts, or repurposing one script across platforms. Keywords - optimal video length, hook timing, captions, platform-native style, algorithm signals, sponsorship disclosure, cross-platform repurposing.
Midjourney Prompting
Use when writing, fixing, or refining Midjourney prompts in any style, including photography, illustration, anime, and fine art, or when choosing Midjourney parameters and reference images. Keywords - Midjourney, MJ prompt, --ar, --stylize, --chaos, --sref style reference, character and omni reference, lighting and camera terms, image generation prompt.
Scriptwriting Methodology
Use when writing or critiquing video scripts meant to sell, such as sponsored segments, affiliate content, ads, hooks, and calls to action. Keywords - direct response, DR formula, PAS, AIDA, hook formulas, CTA, script structure, conversion copy for video.
Conversion Psychology
Use when optimizing sponsored or affiliate video scripts to convert, diagnosing why content is not driving action, or choosing which persuasion lever fits an offer. Keywords - buyer psychology, emotional triggers, social proof, scarcity, urgency, authority, reciprocity, loss aversion, why people buy.
Design To Code
Turn a design, mockup, Figma frame or screenshot into implementation that actually matches it — mapping values to the codebase's existing tokens and components, covering the states the design never drew, and listing what the design left ambiguous instead of guessing. Use when handed a design to build, when asked whether an implementation matches its source, or when a build has drifted from the de…
Design Systems
Build UI inside an existing design system — find its tokens and components, reuse before adding, decide between extending a component and introducing a new one, and preserve conventions you did not set. Use when a project already has design tokens, a component library, a theme or a shared Figma library and you are about to add or change UI inside it. Not for establishing a visual direction where…
Qwik Router Development
Use when modifying or reviewing Qwik Router code under packages/qwik-router, including runtime routing, buildtime route generation, middleware, adapters, SSG, markdown/MDX handling, or router tests.
Pbi Doc
Documenta projeto Power BI (PBIP) inteiro em markdown estruturado + HTML navegável (mini-site de doc). Use quando o usuário pedir "documenta esse projeto", "gera doc do power bi", "explica esse modelo", "preciso entregar handoff", ou apontar uma pasta PBIP pra mapeamento descritivo (não auditoria).
Bambu Studio Ai
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Video Watch
Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.
Fal Ai Generation
Generate and edit images, create video, audio, 3D assets or material maps through fal.ai MCP or the Python queue client. Use for fal model discovery, reference uploads, generation, recovery and local delivery.
Img2threejs
Turn an object or character reference image into a quality-gated, animation-ready procedural Three.js model built in code. Use for image-to-3D reconstruction, detail-accurate object rebuilds, stylized/likeness-maximized human characters, sculpt specs, and staged code generation.
Image Reference Workflow
Explore image concepts and make faithful edits of accepted references for 3D or creative production, with explicit model choices and visual review.
Workspace Authoring
Create or maintain Workspace cards, report tabs and Markdown deliverables with consistent styling, working media previews and clear project organization.
Character Sheet Pipeline
Prepare strict-front character sheets, isolated parts and optional multiview references for 3D modeling from an approved image.
Cumcm Workflow
Build or resume mathematical-modeling competition work, including CUMCM, MCM/ICM, graduate and regional contests, data challenges, and open-topic statistical modeling. Guide problem framing, modeling, computation, validation, Chinese or English LaTeX writing, and reviewed PDF/source delivery using current official requirements. Not for ordinary paper polishing.
Riso Still
Create or improve procedural risograph still art, illustrations, posters, print series and images in this repo. Develops reference-led composition, perspective, pose and ink plates; delivers a native-resolution PNG and self-contained Canvas 2D source. Use for standalone still requests; use riso-film for moving work.
Riso Film
Design, build or improve procedural risograph animations and videos in this repo, including narrative films, abstract shorts, motion effects and visual inspection. Delivers self-contained Canvas 2D HTML and a verified MP4. For standalone still art use riso-still; for sound use riso-score. Not for editing tools/.
Riso Score
Scores a riso film or reworks its score. Designs the cue list from the film's FILM.md events, builds a deterministic renderAudio() from the sound kit in studies/sound.html, iterates with tools/audio.mjs, gates determinism, length, loudness and sync, and records measured results in FILM.md. Use for "score this film", "add sound/music", "the climax is too loud", "fix the handoff at 16 s", "check th…
Paper Reading
Read, summarize, and critically analyze an academic paper from a PDF, official HTML page, URL, or pasted full text. Use for requests such as "read this paper", "快速看懂", "精读论文", "analyze this paper", "paper summary", or strict paper critique. Produces evidence-traceable Markdown or a portable interactive HTML report at one complete, concise close-reading depth, with read-only inspection of authorit…
3dicon
Turn a prompt or a still image into a looping animated icon with real transparency — GPT Image / Nano Banana for the art, Seedance via OpenRouter for the motion, exact-unpremultiply matting for the alpha, animated WebP out. Use when asked to animate an app icon, make a 3D icon loop, produce a transparent animated asset, or add motion to flat icon art.
Krillinai Render Vertical
Use when rendering portrait videos with KrillinAI CLI, including converting source video to vertical format, adding short bilingual subtitles, rendering dubbed vertical videos, and checking vertical subtitle readability.
Krillinai Subtitle
Use when generating subtitles with KrillinAI CLI from a YouTube link, Bilibili/local video, or existing media, including platform caption download, Whisper fallback, translation, bilingual SRT, and short vertical subtitle output.
Krillinai Render Horizontal
Use when rendering landscape videos with KrillinAI CLI, including original video plus bilingual subtitles or dubbed video plus target-language subtitles.
Skill
A Claude skill from krillinai/OpenCreator.
Oc Verify
验证 OpenCreator develop 分支的增量功能、共享集成和进入 master 前的源码门禁。用于“验证 develop”“检查合并后功能”“确认能否进 master”等请求；普通局部开发修改和实际 Desktop 打包发布不使用。
Opencreator Runtime
OpenCreator 内部 Creator Agent 的稳定运行规则，仅由应用自动安装和激活。
Krillinai Pipeline
Use when validating or documenting a multi-stage KrillinAI CLI output plan; the current pipeline command supports dry-run planning only, not end-to-end execution.
Oc Bugfix
处理并回写 OpenCreator 飞书 Bug 文档中的问题，依次完成事实排查、详细方案确认、修复、功能测试和原因/方案回写。仅在用户明确要求处理该 Bug 文档或明确调用本 skill 时使用；普通开发修复不自动启用。
Krillinai Tts
Use when generating target-language dubbing with KrillinAI CLI from SRT subtitles, including TTS audio creation and optional dubbed video generation.