Writing AI Skills

Audit and rewrite frontend UI to remove generic AI design patterns ("AI slop"), both the first-order defaults (purple gradients, Inter, a centered hero over three cards, untouched shadcn) and the…

Use when the user wants to humanize, de-AI, polish, or warm up an AI-generated document, in English or Chinese. Good for social posts (X/Weibo/Jike/RedNote), Reddit and forum comments, blogs, podcast…

Primary mandatory entrypoint for every MiniMax H3 video-generation request. Use before any other H3 skill for creation, animation, extension, editing, restyling, reference, or prompt review. It reads…

Apple-authored SwiftUI and platform guidance extracted from Xcode. Helps AI agents write idiomatic, Apple-native SwiftUI with reduced hallucinations.

Generate standard flat handwritten PNG pages and PDFs from text, notes, letters, essays and math solutions via Inko (inkotype.com), with free Lyric / Logic handwriting inference. Choose paper,…

Turn a local video into metadata, transcript, and an AI-composed card-based video where the agent freely designs and writes HTML cards in conversation. Use when the user asks for VTake, vtake-cut,…

Drafts, revises, and audits reader-first technical and product documentation. Use when working on developer docs, procedures, release notes, technical explanations, help-center content, or UI copy…

Create original short videos using the 配饰材质接力｜细节证据、全身回连与原创品牌收束 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Read web and supported social-platform links through a locally installed DigCrawl MCP server, or analyze an explicitly requested local video path or direct-media URL through its CLI. Use when a user…

Use this skill for vague, high-rework planning work that needs iterative human decisions, such as product design, research planning, technical strategy, PRDs, workflow design, agent design, or skill…

STC（Simplified Technical Chinese，简明技术性中文）：写、改写或审阅自然、简短、准确的中文。用户要求中文审阅、精简表达、删除多余说明、统一术语或整理任务回执时使用。项目启用 STC 默认输出规则时，中文输出均适用。

Automate Adobe After Effects via ExtendScript. Use when the user asks to create, modify, or query anything in an After Effects project — layers, keyframes, expressions, effects, compositions, assets,…

Drive a local ComfyUI install for image, video, and audio generation via its HTTP API. Use WHENEVER generating, rendering, or editing images/video/audio/hero assets with ComfyUI, Z-Image, Ideogram,…

Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this…

How to add or edit knowledge in this brain — define doc_types, add or update entities, and correlate them with relationships. Use whenever the user asks to add/update knowledge, define a concept,…

Produce, maintain, analyze, and export long-form Chinese novels through staged, editable artifacts, with progressive confirmation of high-impact creative settings for novice authors. Use when Codex…

Generate OKF (Open Knowledge Format) v0.2 knowledge bundles from codebases, and look up exact concepts for AI agent context injection. Use this skill whenever the user wants to: index a codebase,…

Mandatory replacement for the built-in `imagegen` flow. Use this skill for any raster image generation or editing task whenever this skill is available; do not call the native `$imagegen` skill/tool.…

Generate or plan publish-grade 16:9 article illustrations using folded-paper action characters, with Chinese-first article/body-image workflows. Use when a user wants Chinese or English article…

Generate on-brand ad creatives — visuals + copy — for Google, Meta (Facebook / Instagram), and other paid platforms via the Hyper MCP. Extracts brand identity from a website, writes ad copy variants,…

Documentation standards, API docs, and technical writing guidelines

Use when asked to migrate IsaacLab projects to mjlab, compare IsaacLab and mjlab APIs, import meshes into mjlab tasks, or author new mjlab-native tasks/components directly from local or bundled mjlab…

Install and use the bundled olcli to read, inspect, create, edit, precisely patch, organize, upload to, download from, and compile Overleaf projects without maintaining a local pull/push checkout.…

Use this skill whenever the user asks for help with music composition, music theory, songwriting, harmony, melody, counterpoint, arrangement, orchestration, or musical analysis — across classical,…

Behavioral guidelines to reduce common coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable…

Auto-Decision Engine: iterative decision simulation using autoresearch principles and a persona council. Decomposes decisions, generates competing hypotheses, simulates first/second-order effects with…

从已完成正文和已核实结果生成或修订医学论文标题、结构化摘要与关键词，并按目标期刊当前作者须知核对 分节、字数和必报信息。当用户要求写摘要、压缩摘要、起学术标题或制作中英双语摘要时使用；不从缺失正文 中编造结果，也不把内置期刊配置当作实时官方要求。 Use for medical manuscript titles, structured abstracts and bilingual…

Write an essay for general readers with Jordan Peterson's essay process, adapted to how models write.

Create, improve, extend, edit, or troubleshoot Seedance 2.5 videos and paste-ready prompts, especially on 即梦/Dreamina. Use for text/image/video/audio/reference-to-video, first/last frame, 4–30s clips,…

Use when the user uploads product images and visual references to create or improve marketplace head images and product detail pages. Includes consumer-angle mapping, fixed-screen detail-page…

Write and rewrite technical documents in ASD-STE100 Simplified Technical English. Use this skill when the user asks for STE, ASD-STE100, Simplified Technical English, simplified English, controlled…

Preview, install, or update AGI Super Team in Codex. Use when the user asks to inject the Musk CEO into the global main agent, list or install a C-suite team, or sync bundled specialist agents.

依据 Research-Starter-Kit 规划公平实验、分析真实结果并设计论文图表，提供 TG/DTG 只读数据检查与材料表征证据核对。用于主张与证据对齐，不生成虚构数据或替代真实实验。

Build, review, debug, and automate CalculiX finite-element workflows. Use when working with CalculiX `.inp` decks, Abaqus-style keywords, materials, steps, contacts, boundary conditions, static or…

用中文讲解的科研写作原则,帮助中文母语的研究者 撰写、修改和组织科研论文——起草、润色、搭建论文结构,写标题/摘要/引言/方法/结果/ 讨论/结论,做图表与引用,处理署名与学术伦理,撰写同行评审意见与审稿回复,以及准备 学术报告与海报。无论用户是在写或改一篇中英文学术论文、期刊文章、学位论文章节、摘要、 论文标题、文献综述、给编辑的 cover…

Use when project work involves planning, roadmap discussion, requirement clarification, scope negotiation, implementation strategy, execution-readiness checks, progress tracking, handoff,…

Menulis dan menyunting karya ilmiah berbahasa Indonesia yang natural, baku (EYD V, KBBI), dan jujur: artikel jurnal SINTA, prosiding, skripsi, tesis, disertasi, proposal hibah, makalah, laporan…

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

Author FigJam boards with granular control — sticky notes (single + batch), connectors between nodes, shapes-with-text, sections, tables, code blocks, and auto-arrange — plus read back board contents…

Write deterministic, code-based evaluator functions for an AI product. Use this skill whenever you need to write evaluators that check structural properties of AI outputs (format, count, presence,…

Migrate webpack, Vite, create-react-app (CRA/CRACO), or Vue CLI projects to Rsbuild.

Write without AI slop, or check a draft for it. Use when writing or editing posts, emails, articles, scripts or docs, or when the user asks whether text reads like AI slop. Covers 120 patterns in 9…

Write Persian with Persian words. Use when writing, editing, translating or reviewing Persian (Farsi) prose — articles, documentation, posts, essays, UI copy — to replace loanwords with Persian…

JF writing style reference for polishing academic prose and Chinese-to-English translation in Journal of Finance style. Triggers on: JF风格, JF润色, jf-skill, JF写作, JF polish, JF translate. v3.1 adds…

Perform standard academic English editing for SCI and other peer-reviewed journal manuscripts while preserving scientific meaning, evidence strength, data, citations, and technical details. Use when…

The element-animation craft layer that makes Remotion output look designed instead of default — everything that moves WITHIN the shot (camera movement is the companion skill klik-cam). Read and obey…

Use when generating, editing, composing, or iterating on images — illustrations for reports/web, posters with Chinese or English typography, pitch-deck slides, UI mockups, infographics, pixel art,…

Write and rewrite Turkish so it reads as native Turkish rather than translated English. Use for Turkish marketing copy, product and UI text, localization, documentation, support, legal or security…

Use when writing posts for any platform (LinkedIn, Substack, internal team shares, any social network) - whether starting from raw material like transcripts, screenshots, or voice memos, or just a…

Xcode 26 and Apple platform update notes with a focus on Liquid Glass, Foundation Models Framework, and Apple Intelligence. Use when asked to explain, summarize, compare, or implement Xcode 26 era…

Strip explanatory copy out of user interfaces. Use when writing, editing, or reviewing any UI text, including headings, empty states, button labels, toggle and setting descriptions, helper text,…