Writing AI Skills

Guides the RLM agent to use REPL code execution with recursive LM calls for complex reasoning, decomposition, and multi-step problem solving.

Use this skill to write tests with the `kotlin.test` library — the multiplatform assertion + annotation API that compiles the same in `commonTest` and on the JVM (JUnit4 or JUnit5), Android, JS,…

Create original short videos using the 关系重排｜群体建立—双人收紧—前后站位 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Discover and select existing system, project, plugin, or knowledge-hub Skills before creating a new one. Use when a task mentions Skills, when initialization chooses capabilities, or when overlapping…

Create original short videos using the 环境介入对决｜攻防交换、外力中断与原位复战 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Who is speaking, when they are speaking, and how much they are allowed to know (歌词的叙事层). The three narrative fields every lyric must fill - point of view, tense anchor, and the one thing deliberately…

Reaproveita conteúdo entre formatos com máxima eficiência: vídeo → artigo → posts → thread → email → stories. Preserva a essência da mensagem original e adapta o tom e estrutura para cada plataforma…

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...

Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this skill when the user needs to validate run inputs, generate pacsomatic-compliant samplesheets, prepare…

Implements Syncfusion .NET MAUI Toolbar (SfToolbar) for navigation bars and command bars. Use when working with toolbars, toolbar items, navigation bars, toolbar buttons, or action toolbars in .NET…

Help users conduct effective usability testing. Use when someone is planning user tests, designing prototype validation, preparing usability studies, or trying to understand why users struggle with…

Portfolio curation, case study selection, and portfolio presentation strategy.

Close a spike - capture findings, write decision to STATE.md, update SUMMARY.md.

Generates a new image that imitates the style of a reference image while updating content based on user intent. Uses a three-stage pipeline: image annotation (long caption), caption rewriting, and…

Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow.

Price financial instruments in MATLAB using the Financial Instruments Toolbox. Route to the appropriate numerical method reference based on the user's request: Monte Carlo simulation (AssetMonteCarlo,…

Create a writing scaffold teaching the genre conventions specific to an academic discipline. Use when students write lab reports, historical essays, or other discipline-specific text types.

Use this skill when the user says 'meta tags', 'title tag', 'meta description', 'optimize meta', 'SERP preview', or needs to write or optimize HTML meta tags for better search visibility and…

Create original short videos using the 环境介入对决｜攻防交换、外力中断与原位复战 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

Cost-metric definition review. Use when the task requires a check for mixed use of leads, people, and orders. Apply this method to the specified inputs and verify the deliverable

This skill should be used when the user asks about "AI music", "Suno", "song creation", "music generation", "lyrics writing", "song structure", "verse chorus bridge", "genre prompting", "lo-fi",…

Create original short videos using the 环境前沿｜局部点燃到全域占据 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…

Writing the words of a rap (说唱的词本身), not how the vocal sits in the beat. Rhyme density - how many rhymed syllables per bar and what it costs in intelligibility; multisyllable and compound rhymes,…

Cria narrativas de marca, histórias pessoais e storytelling corporativo para o mercado brasileiro. Usa estruturas narrativas comprovadas (Jornada do Herói, ABT, SparkLine) adaptadas ao contexto…

Help HR managers, recruiters, hiring managers, and interview panels design structured, competency-based interview questions, interview guides, and evaluation scorecards for any role. Use when asked to…

Build positioning and messaging from category, ICP, alternatives, differentiated value, proof, and buyer language. Produces a positioning statement, message hierarchy, persona messaging matrix,…

Implement a work already planned: extracts a checklist, builds it, and proves every check with an independent verifier. Use when the user says "extract a checklist", "build this ticket", "implement…

Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

Rigorous, defensible email-spoofability verdict and SPF supply-chain risk analysis computed from published DNS alone. Deepens the record-level SPF/DMARC/DKIM/BIMI/MTA-STS/DNSSEC fetch recipes in the…

Route broad or ambiguous AgentKit SEO work to the right module while keeping context scoped. Use when a request spans multiple surfaces, asks for overall digital-presence strategy, involves provider…

Rewrites technical research content into a structured lay summary that cross-disciplinary teams can quickly understand and act on. Use when the user wants to explain research to colleagues outside…

You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and…

Consolidates redundant documentation while preserving all valuable content; keeps a doc set truthful after things change. Modes: (1) POST-CHANGE GOVERNANCE — when code, scripts, config, env vars,…

Runs a one-command technical GEO audit on any domain. Checks AI crawler access, llms.txt presence, server-side rendering, sitemap, and schema markup. Streams results live and ends with a 0–100 score…

This skill should be used when writing blog posts, articles, or long-form content in the writer's distinctive writing style. It produces authentic, opinionated content that matches the writer's…

Consensus cell type annotation: runs 10+ algorithms (KNN-Harmony/BBKNN/Scanorama/scVI, CellTypist, ONCLASS, Random Forest, SCANVI, SVM, XGBoost) on a labeled reference and transfers labels via…

Manages context overflow by handing off to a fresh subagent at 80% usage. Use when context pressure is critical and work must continue uninterrupted.

Josh Braun's 5 cold email writing principles plus personalization best practices. Use when refining email copy, improving message quality, or reviewing outreach for common mistakes.

Create original short videos using the 环境前沿｜局部点燃到全域占据 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…

Product-line breadth inventory. Use when the task requires product-category coverage and gaps. Apply this method to the specified inputs and verify the deliverable

Use when building the theoretical engine for an Administrative Science Quarterly (ASQ) manuscript — mechanisms, process vs. variance logic, constructs, and boundary conditions. Builds the argument; it…

'Document the app': write or refresh an app's system docs from its code. 'Are the docs right?': check mode, which only reports where docs and code disagree.

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…

Headless CMS integration: Sanity, Payload CMS, Strapi, Contentful / Integrasi Headless CMS: Sanity, Payload CMS, Strapi, Contentful.

Structure scenes by access pattern: asset vs live hierarchies, wrapper nodes, sub-scenes, path-agnostic code.

Coordinate multiple local agents through a durable board with owner, state, and evidence fields.

Strategic product gate: challenge the brief, find the 10-star product hiding inside the request, before writing any code

Implements the Spec-Driven Development lifecycle (Intent, Requirements, Design, Tasks, Build) for structured feature development. Use when the user wants to scaffold a new feature spec, generate EARS…

Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.

Source-anchored design rules for QFramework v1.0.257 covering the four-layer architecture (Controller/System/Model/Utility), Command/Query/Event/BindableProperty core tools, and the CoreKit-family…

Polish a single H3 unit file under `sections/` into survey-grade prose (de-template + contrast/eval/limitation), without changing citation keys.