Writing AI Skills

Set dressing and environmental storytelling placement for interiors and exteriors using prop density, narrative clusters, and readability rules via MCP.

Create original short videos using the 未来证据｜异常闯入现实 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects and…

Product-line depth inventory. Use when the task requires tiers, specifications, and price differences within a product category. Apply this method to the specified inputs and verify the deliverable

Workflow for ribosome profiling, P-site aware preprocessing, periodicity checks, ORF detection, and translation efficiency analysis.

Create original short videos using the 样本倍增｜机器开启后连续输出同类群体 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

The gate you must pass before writing a single line (动笔前必填). Five questions that force an actual choice - which kind of song this is (attitudinal, situational, narrative, or expository, and why the…

Explain technical sources, errors and generated code at grade 8 with bounded analogies, source claims, glossary and teach-back. Read README.md for the guide map.

Assess patent novelty and non-obviousness against prior art. Use when user says "专利查新", "patent novelty", "可专利性评估", "patentability check", or wants to evaluate if an invention is patentable.

Builds custom fuzzers with LibAFL, the modular Rust fuzzing library. Covers composing observers, feedbacks, mutators, schedulers, and executors into a fuzzer for targets the standard tools do not fit.…

Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.

Marketing and messaging reconnaissance — read existing landing pages, copy, positioning docs, and marketing materials to understand the current messaging state. Use when asked to "review our current…

Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.

Editor automation for QFramework (github.com/liangxiegame/QFramework) — architecture-layer code generation (Architecture/System/Model/Command/Utility/Query via ArchitectureCodeGenerator),…

Beta. Act on new Gmail as it arrives: get pinged only for urgent mail, digest newsletters, forward invoices — any standing instruction, across one or several accounts.

When the user wants to create, optimize, or validate URL slugs for content pages. Also use when the user mentions "URL slug," "URL path," "blog URL," "article URL," "short URL," "clean slug,"…

Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. This should trigger for requests such as Review JDBC or SQL data access…

Optimizes context window via MECW principles and memory tiering. Use when context exceeds 30% or before long multi-step tasks.

Complete LinkedIn campaign guide - targeting strategy, copywriting rules, human-like campaign steps, and message templates. Use when building LinkedIn outreach sequences, writing LinkedIn messages, or…

Create original short videos using the 样本倍增｜机器开启后连续输出同类群体 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Linux device driver skill for kernel driver development. Use when writing platform/i2c/spi drivers, char device lifecycle, IRQ handling, DMA engine API, regmap, power management, or udev rules.…

Applies competitive exclusion and niche theory to understand differentiation, coexistence, and competitive strategy. Triggers: 'what niche are we in', 'how do we differentiate', 'why can these two…

Create original short videos using the 外部装配｜逐件安装到整机动作验收 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

The structural layer of a lyric (词的结构层) - what each section is for and what it must not say, which song form to pick, where the title lands and how often it comes back, and how line counts, line…

Audits fielded survey-response data for registered elements, data quality, bot and AI-automation screening, and sample integrity, and produces an appendix-ready quality report. Use at soft launch…

Opt-in ambient signal capture. After explicit enablement, applies on substantive inbound messages to detect original thinking and entity mentions. Use an authorized sub-agent where supported;…

Full patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when…

Build continuous-shot motion-driven HTML stories from a subject or narrative, including research, story structure, consistent AI stills, Seedance scene and connector clips, interface styling, media…

When the user wants to write, generate, or create article body content—blog post body, long-form content, how-to guide, listicle. Also use when the user mentions "write article," "article content,"…

Create original short videos using the 外部装配｜逐件安装到整机动作验收 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Trial-product design. Use when the task requires specification proposals that lower the barrier to a first trial. Apply this method to the specified inputs and verify the deliverable

Use for full-manuscript prose and narrative craft on an Administrative Science Quarterly (ASQ) manuscript — voice, structure, and the storytelling ASQ is known for. Polishes the writing; it does not…

Workflow for foundational sequence parsing, conversion, compression handling, and interval-aware file validation.

Create original short videos using the 阻断改道｜资源检查后落入替代活动 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Converts a Property Condition Assessment (PCA) into an underwriting-ready capital plan: immediate (Year 0) repair costs, a 10-year replacement-reserve schedule by building component, an implied…

Feed and whole-publication ingestion: turn an entire blog, newsletter, or RSS/Atom archive into brain source pages. Covers feed discovery, pagination walking, normalization to a common article shape,…

Run Salesforce Code Analyzer to scan code for security, performance, best practice, and code style violations. Supports all engines (PMD, ESLint, CPD, RetireJS, Flow, SFGE, ApexGuru), targets (files,…

When the user wants to write or optimize short-form marketing copy—headlines, CTAs, ad copy, landing page copy, email copy. Also use when the user mentions "copywriting," "headline," "CTA copy," "ad…

Use when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/migration scripts, quarkus.flyway.* configuration, migrate-at-start, and alignment…

Create original short videos using the 阻断改道｜资源检查后落入替代活动 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Create original short videos using the 异客日常化｜多项普通任务累积到黄昏返回 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Entry point and router for the lyric writing library (作词工作流与路由). The two workflows that fork at the very first question - music-first versus lyrics-first - and their different stage tables, which…

Help HR managers, People Ops teams, and recruiters understand HR knowledge management, including HR knowledge bases, policy and SOP documentation, employee self-service content, tribal knowledge…

Help users write effective PRDs. Use when someone is documenting product requirements, preparing specs for engineering, writing feature briefs, or defining what to build for their team.

Converts a PDF into one self-contained, readable HTML file that preserves images, tables, charts and reading order — optionally translating it into another language while keeping every figure. Uses…

When the user wants to plan, create, or market a podcast. Also use when the user mentions "podcast," "podcast strategy," "podcast SEO," "show notes," "podcast distribution," "Spotify podcast," "Apple…

Expert blueprint for visual novels (Doki Doki Literature Club, Phoenix Wright, Steins;Gate) focusing on branching narratives, dialogue systems, choice consequences, rollback mechanics, and persistent…

Use when `evidence-review` has completed extraction and needs a bounded narrative synthesis.

Create original short videos using the 异客日常化｜多项普通任务累积到黄昏返回 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Use this skill when you've written an email draft that needs polishing, want a second set of eyes on your copy, or want to improve engagement and conversion rates on any email. Optimizes any email…

Create original short videos using the 极端职业符号落入日常｜身份揭示到休假松弛 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards…