Writing AI Skills

Use for structured representation of a multi-file PDF skill with references, code snippets, artifacts, and an ordered form-filling recipe. Preserves evidence with SkillSpec routes, forbids,…

Use when syncing real-time data, structuring JSON trees, reading/writing, creating listeners, enabling offline persistence, managing presence, sharding, or writing security rules.

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows,…

Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.

Apply a controlled change to an assumption, factor, component, parameter, or condition and record response.

Use when writing scripts for Xiaohongshu videos, live streams, or carousel content, structuring narratives, creating engaging storylines, or planning content flow for maximum audience retention

Guidance for .NET MAUI XAML and C# data bindings — compiled bindings, INotifyPropertyChanged / ObservableObject, value converters, binding modes, multi-binding, relative bindings, fallbacks, and MVVM…

Use when auditing a large local skill collection, identifying duplicate or imported skills, comparing skill roots, or deciding what to keep, disable, or archive across Codex and adjacent agent skill…

Use when creating or refining a structured Java implementation plan from trusted issue summaries, approved designs, ADRs, OpenSpec changes, existing plans, or a valid combination. The plan records its…

This skill should be used whenever users need YouTube video scripts written. On first use, collects comprehensive preferences including script type, tone, target audience, style, video length, hook…

Writing: voice creation and validation, prose editing, anti-AI cleanup, professional communication, translation.

Create a GitHub issue with a drafted title and body. Use when the user asks to "create an issue", "file an issue", "open an issue", "submit an issue", "report a bug", "file a bug report", "file a…

Writes effective OKRs using Christina Wodtke's best practices and Google's OKR methodology. Use when setting goals, aligning teams, creating measurement frameworks, or tracking quarterly progress.

Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into design tokens. Use when the codebase has obvious duplication, hardcoded hex values or…

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn…

This skill should be used when the user asks to "plan a scene", "scene structure", "sequel scene", "dialogue subtext", "deep POV", "psychic distance", "try fail", "scene cards", "exposition", "info…

Write high-converting LinkedIn Ads copy using proven B2B frameworks. Use when the user asks about LinkedIn ad copywriting, ad headlines, ad descriptions, CTA text, LinkedIn ad messaging, offer…

Social-role value proposition. Use when the task requires a draft connecting role identity with product value. Apply this method to the specified inputs and verify the deliverable

Bash script style guide. Always use when writing bash scripts, shell scripts, or CLI bash tools.

Create context save points to preserve conversation state before breaks, risky changes, or compaction. Use when user says "save my progress", "create checkpoint", "mark this point", or before clearing…

Inspect native plugin readiness and deterministic workflow safety.

Facilitate a structured conversation to define DDD guardrails for domain design within a repository. Produces a formal ddd-principles.md document that the domain-driven-design atom will use as its…

Expert patterns for AI-powered image editing including inpainting, outpainting, ControlNet, image-to-image, and API integration with Replicate, Stability AI, and FalUse when "ai image editing,…

Plan pages, navigation and content sequence.

Plan and draft competitor comparison and alternative-page strategies for SEO and sales evaluation use cases. Use for "[competitor] alternatives", "you vs competitor", and comparison-page content…

Create original short videos using the 渲染扫描｜局部带逐段改写整体 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new subjects…

Builds decks with a story spine, house visual system, setting-specific density, and speaker notes. Use when asked to "create a presentation", "write a pitch deck", or "turn this doc into slides".…

Query FDA drug labeling data via openFDA. Use whenever the user asks about drug prescribing information — indications, warnings, dosage, adverse reactions, contraindications, or administration routes.…

将长篇小说转换为符合漫剧视频规范的剧本格式。漫剧 = 电影的开头（3秒入戏）+ 电视剧的密度（每分钟3个冲突）+ 相声的节奏（不断抖包袱/反转）+ 情绪的毒品（极致的爽或虐）。触发词：小说转剧本、novel to screenplay、短剧改编、漫剧改编、剧本格式转换、把小说改成剧本、漫剧视频剧本。

英语语法教练：用追问帮初中生与高中生自己发现语法错误，并在同意后记录语法弱项；高中覆盖必修与选择性必修。 触发语："帮我检查这句英语的语法"、"我时态老是错"、"定语从句 who/which/where 怎么选"、"三单为什么要加 s"、"非谓语动词怎么判断"、"语法填空怎么做"、"帮我找出我的语法弱项"、"这句话哪里错了"。…

Splits a plain English story into a numbered list of SCENES — each scene being one moment that gets exactly one illustration AND one narration clip downstream. The first step of the AI Storybook…

Batch-replace backgrounds or recolour SKU variants across a folder of product photos (white background, brand colour, seasonal scene, colour variants) while keeping the product untouched, with resume,…

Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, and streaming row updates. Designed to work alongside HF MCP server for comprehensive…

Use when a matter involves marriage, divorce, property division, custody, or inheritance for non-Muslim residents of the UAE under Federal Decree-Law 41/2022 (the UAE Civil Personal Status Law) or the…

Stay coherent across a long agentic session by keeping the task's state on disk — a WORKING_NOTES.md with the task, plan, decisions, and status — updated at every milestone and re-read after any…

Use for repeated-looking troubleshooting, solved-issue recall, adding durable troubleshooting notes, and maintaining the local LEARNINGS archive. Reads LEARNINGS-SUMMARY.md first, follows referenced…

This skill should be used when the user wants to read, fetch, extract, or analyze the content of a web page from a URL. Use when the user provides a URL to access documentation, articles, blog posts,…

This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that…

Repository guidance for using Valibot as the schema validation library within the hr-skills monorepo. Use when writing or modifying schemas in packages/hr-skills-ref/src/client/schema.ts or…

Select and apply the optimal proposal narrative structure (McKinsey Conclusion-First vs. Boston Storytelling) based on audience psychology, time constraints, and objectives. Use when presenting…

写作工艺强约束层。句长、句式、节奏、感官、情绪等跨书通用写作质量标准，扫描脚本 + 工艺手册。所有新书继承，写章/审查时强制执行。

Web of Science 全流程技能：主题/作者/标题/DOI/高级检索（内部 API，含 SID 回退）、论文详情解析、结果页解析（含离线快照模式）、翻页、DOM 结构参考。

Creates clear, reviewable implementation plans before executing. Use after brainstorming and before writing any code.

Build a per-target knowledge-base markdown next to the active profile by walking the BSP root and source tree. Use after init-image / init-source; not for editing profile fields.

Transforms notes into X (Twitter) posts. Triggers when user asks to create social content, draft tweets, or turn notes/ideas into posts.

Plan new software projects by decomposing the goal into MVP tasks, researching frameworks and libraries with subagents, and preferring opinionated prebuilt solutions over bespoke complexity. Use when…

Capture each irreversible decision as a superseding ADR.

Enforces Form + GlobalKey<FormState> with TextFormField whose sync validator returns a localized String? (never a hardcoded literal), AutovalidateMode.onUserInteraction, async availability checks…

Harden an existing prototype for real use, including failure states, accessibility, security boundaries, and maintainability.

Plan and produce a content calendar — a month (or quarter) of blog posts, LinkedIn articles, and SEO content mapped to business goals, personas, and keywords. Generates briefs for each piece,…

Turn a sourced idea into an article or essay with a clear argument, useful examples and traceable factual claims.