Writing AI Skills

Blog/newsletter/content writing skill

Translate a complete HUAWEI Cup (China Post-Graduate Mathematical Contest in Modeling) problem into a sentence-level interpretation report, identifying definitions, constraints, data semantics,…

Design for everyone by treating accessibility as a first-class design discipline, not a compliance checklist. Part of the Intent design strategy system. Covers WCAG 2.2 for designers, screen reader…

将分集大纲写成结构化场次、动作节拍和逐句台词，核对人物与美术引用、估算时长并交付剧本评审报告。用于写剧本、对白和场次修订；不分镜、不直接执行配音或视频生成。

Use when the user wants a Xiaohongshu posting calendar, weekly review board, first-10-post launch plan, 10-20-post positioning test, or data-based next-step plan. Trigger phrases: "排期", "复盘", "30…

为 GPT‑6 Astra 编写、优化、压缩或诊断提示词，也审计面向 Astra 的 Skill 指令与 AGENTS.md。Use for GPT6 prompt writing or Astra instruction audits, not ordinary task execution.

Draft and revise complete Clay Sequencer email sequences using supplied campaign strategy and context.

Evaluate one sklearn-compatible learner with the locked validation scheme and persist structured skore reports. The splitter and any non-default score are already on the DataOp from…

For creators making surreal short videos that blend rough glowing hand-drawn animation with live-action spaces. Users provide a scene idea, contact object or hand, desired mood, and optional language…

Fit a Canva presentation to a target speaking duration by generating or rewriting presenter notes only (visible slide text is not edited). Use when users say "make this a 10-minute presentation",…

Generate LinkedIn post ideas from external sources (files, URLs, research). Use when the user provides source material (PDFs, URLs, articles) to brainstorm topics. NOT for writing or developing drafts…

Writes persuasive content for marketing and ads. Use when creating copy.

Default downstream MiniMax H3 specialist for every image-based request unless the user explicitly declares boundary-only first/last frames with no reusable reference role. Use the official six-section…

将朋友圈碎片图片、截图、物件、人物与零散想法，整理成具有幽默、黑色幽默、玩梗和编辑感的社交内容；自动选择 T1 人像主体、T2 杂物拼贴或 T3 全图压字视觉模板，并输出可直接生成的视觉简报与成图提示词。Use when the user wants to turn life fragments, photos, screenshots, objects, portraits, pets,…

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…

Create original short videos using the 图形复位｜身份卡与动作证明交替 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…

Transcribe a video with Sonilo and translate the transcript into editable .srt files — one per target language, plus the detected source language — so the wording can be read and corrected before…

Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill when: (1) setting up Apollo Kotlin in a Gradle project for Android, Kotlin/JVM, or…

深度润色已有英文科研论文，在尽量保留作者原意、数据、科学判断和表达习惯的前提下， 改善英文准确性、论证逻辑、证据与结论匹配、段落结构和术语一致性，并减少模板化、 宣传式和模型化表达，使文本保持真实作者声音。 适用于英文论文润色、修改 Introduction/Methods/Results/Discussion/Conclusion、 检查过度推断、按作者风格改稿、论文去 AI 感/去 AI…

Audits and optimizes GitHub profile pages — profile README, metadata fields, pinned repositories, stats widgets, and contribution visibility. Use this skill whenever the user asks to improve, create,…

Rewrite, edit, or draft prose so it becomes clearer while retaining the writer's lived detail, emotional temperature, uncertainty, rhythm, specificity, and intellectual character. Use for reflections,…

Use when running or writing shell commands with the Inkbox CLI (`inkbox` / `@inkbox/cli`) for identities, email, mailbox imports, phone, text/SMS, iMessage, A2A task/message history, contacts, notes,…

在不改变医学事实和证据的前提下，改善医学论文中模板化、重复、空泛或机械的语言，使表达更自然、具体且 符合作者语气。当用户说文字“太像 AI”“太模板化”“不自然”或要求医学学术语言自然化时使用；本 Skill 不用于规避 AI 检测，不判断文本作者身份，也不删除必要的 AI 使用披露。 Use to improve repetitive academic prose while…

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive…

Save, recall, list, and archive concise project decisions and handoffs in an explicit local Codex memory store without hooks or background capture. Use only when the user asks to remember, save…

基于 Research-Starter-Kit 的 TPIC 框架帮助选题、比较候选问题、形成可检验的 Idea 与最小验证。用于研究决策、资源约束和创新点论证，不代替实验结果或论文写作。

Build, review, debug, and automate Gaussian quantum chemistry workflows. Use when working with Gaussian input files, Link 0 directives, route sections, charge and multiplicity, basis sets, SCF or…

Review Chinese investment-banking and capital-markets documents for textual, numerical, unit, terminology, date, cross-reference, table, and formatting defects. Use for…

Writes and reviews native-quality Vietnamese (vi-VN) engineering and product documentation — commit messages, PR descriptions, code review, RFCs, design docs, postmortems, runbooks, READMEs, API docs,…

Criteria for deciding when, where and how to remember information. Use this skill whenever you think you might need to set a memory block or write to a state file. It is CRITICAL that you use this…

Two-layer memory system with search-based recall. Use to save important facts, search past events, or recall user preferences and project context across conversations.

Svelte runes guidance. Use for reactive state, props, effects, or migration. Covers $state, $derived, $effect, $props, $bindable. Prevents reactivity mistakes.

Polish verified mathematical proofs without changing their mathematical content. Use after a proof has been accepted by the user, a reviewer, Lean, or a co-math review cycle; or when asked to improve…

Compose classical Chinese poetry on peace themes using authentic imagery, perspective shifts, and the voice of ordinary people experiencing war's aftermath.

Facilitate ideation, explore alternatives, and refine concepts through structured brainstorming techniques before implementation. Use when starting new projects, designing features, exploring…

Detect missing/stale core docs; dual-mode fill (user upload or AI draft under .pm/docs/drafts). Confirm before writing official paths.

Decide what information goes where — in context, in a file, or dropped. Use when handing work off (to another session, agent, or person), when a task involves large files or long outputs, when writing…

Craft CMS 5 PHP coding standards and conventions. ALWAYS load when writing, editing, reviewing, or discussing any PHP in a Craft plugin or module — even small edits. Also when running ECS, PHPStan, or…

Maintain a story bible and check narrative chapter drafts for continuity — character facts (appearance, voice, motive), relationships, world rules, timeline, and planted setups (복선). Seeds…

This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped…

Work out what existing competitive sales enablement needs to change now - after a competitor move, a run of field questions, a request from sales, or on a cadence - and draft the update. The…

KATA, the indentation-based configuration language Cerb uses for automations, toolbars, sheets, charts, workflows, policies, and more. Load it before writing any KATA -- the indentation and quoting…

Turn any local project into an AI-readable, maintainable, verifiable causal layer under the project's `.agent/` directory, and harden vague requirements into concrete task specs before editing. Use…

Submission-grade Nature/high-impact journal figure workflow for Python or R. Use whenever the user asks to create, revise, audit, or polish manuscript figures, multi-panel scientific plots,…

File-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across sessions. Covers three memory layers: (1) Knowledge…

Maximum control over AI image generation — write structured VGL (Visual Generation Language) JSON that explicitly controls every visual attribute. Define exact object placement, lighting direction,…

Deep Socratic grilling and interrogation protocol to stress-test assumptions, clarify non-functional requirements, and resolve edge cases before design.

Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished…

小说逻辑预防工具。在写作过程中通过场景微逻辑卡、动作前四问、时间-地点双轴标注、信息边界追踪、冻结状态等机制，硬阻塞式预防时间矛盾、空间瞬移、信息穿帮、行为越界、因果断裂。当用户需要预防逻辑漏洞、检查前后一致性、管理角色知情边界、冻结前文章节状态时使用。触发词：逻辑、逻辑预防、微逻辑卡、四问、知情边界、时间地点、一致性、前后矛盾、信息边界、冻结状态、逻辑矩阵。

Tidy evaluation and programmatic tidyverse patterns using rlang. Use this skill when writing functions that accept column names as arguments, building tidyverse-compatible APIs, or working with…

Review and improve an academic manuscript submission package to increase the chance of journal acceptance or external review. Use when the user asks for pre-submission checks, journal-fit advice,…