Writing AI Skills

Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method, field) and level of…

When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer…

Generate AI images using ByteDance Seedream 4.5. Use when you need to: (1) create images from text descriptions, (2) transform images with style transfer, or (3) generate high-quality artistic or…

Use when writing any client-facing content, marketing copy, or communications. Use when AI output sounds generic, corporate, or lacks personality. Triggers on "sounds like AI", "lacks voice", "too…

Create original short videos using the 踏面异变｜重复触点到基底破裂 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…

Apply the Karpathy understanding-first principle — verify what AI built, own your understanding, map the jagged capability landscape of LLMs. Use this skill when the user has used AI to build…

Developing with Zotero: Web API v3 (read/write, file upload, sync, OAuth, item types/fields), the desktop client's JS API, plugin development (7-10), translators (web/import/export/search), and…

Audit a game, feature, live-ops system, progression loop, social feature, or monetization surface using a Self-Determination Theory-inspired motivation framework. Use when evaluating what kind of…

Use this skill when the user asks to "write OKRs", "structure our OKRs", "help with quarterly goals", "OKR review", "are our OKRs good", "how do I write key results", "our objectives and key results",…

SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

Use for any in-page content edit on a WordPress site with a page builder. Covers finding elements, applying surgical edits, duplicating before large changes, and verifying the result. Works across…

Technical blog post writing with structure, code examples, and developer audience conventions. Covers post types, code formatting, explanation depth, and developer-specific engagement patterns. Use…

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.

Draft patent claims for an invention. Use when user says "撰写权利要求", "draft claims", "写权利要求书", "claim drafting", or wants to create patent claims. The core skill of the patent pipeline.

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes…

Decide whether an authored piece is ready to represent its writer in public by testing recognition, legibility, integrity, and worth. Use before publishing a post, video, essay, or controversial idea;…

Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on.

Professionally evaluate story outlines, judge and score from dimensions of market potential, innovation attributes, and content highlights. Suitable for story outline quality assessment, IP adaptation…

Use when handling code review feedback as the change author, addressing reviewer comments, drafting replies, resolving disagreements, or summarizing updates. TRIGGER on "address review feedback",…

Make a "magic moment" video — turn a creator's talking-head recording into a vertical video preserving the source narration where their Muse story replays through artifacts and brief exchanges synced…

MoonBit code generation and packaging best practices. Use when writing MoonBit code to avoid common AI mistakes with syntax, tests, and benchmarks, or when defining and publishing a Wasm executable…

Writes LinkedIn posts in a direct, analytical, dry-humored technical voice with visual companion guidance. Triggers on: "write this in my style", "draft a post", "rewrite this for LinkedIn", "post…

Create original short videos using the 踏面异变｜重复触点到基底破裂 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…

Use when the user wants to performance-test, load-test, or stress-test a public website end-to-end with k6. Produces a hybrid (protocol + browser) test suite, SLO-backed thresholds, a load-generator…

用于【AI科幻】题材下的 GoodNovel 平台输出任务。作为题材包装层、兼容入口与路由层，负责保留AI科幻入口、补充关系张力与现实调查边界，并明确要求优先强制加载并使用 `通用-输出GoodNovel版`。关键词：AI科幻GoodNovel版、英文平台、关系张力、调查悬疑。

Use when drafting the revision and response letter after an Academy of Management Journal (AMJ) revise-and-resubmit — structuring point-by-point responses to the action editor and reviewers across a…

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes reading, analyzing, or extracting content from presentations; editing text, images, styles, or…

Use this skill when training SDRs, standardizing outbound email quality, reviewing or rewriting cold emails against word-count and CTA rules, choosing one of the 8 allowed messaging frameworks, or…

Collect real bounded CLI help/version evidence during research without opening arbitrary shell access.

Query the Gene-Drug Knowledge Database (GDKD) for variant-specific gene–drug associations in oncology. Use when the user asks about cancer genomic biomarkers, drug sensitivity/resistance by gene or…

First-person controller: WASD, mouse look, jump, coyote time, jump buffering, air control.

AI-powered writing assistant for social media content creation. Provides six structured methods for writing, outlining, completion, inspiration, revision optimization, and material integration.

Detect 43 AI writing patterns + rewrite to specific human voice. 5×5 voice × purpose matrix + AI-Slop formula scoring + 3 modes (detect / rewrite / edit) + iterative N≤3 convergence. North star — LLMs…

Design or critique data tables and lists — scannable structure, alignment rules (left for text, right for numbers), sorting/filtering, row interactions, and the right list type for the content.…

Create and maintain agent-authored Paperclip status cards, or compile a prose interest prompt into bounded CompanySearchQuery objects and write the first summary from the assigned Summarizer run.

Draft and review Epicenter pull request titles and bodies, including changelog and merge details. Use when creating a PR or editing its text, not for local commits, branches, or issue replies.

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.

Distills a completed user workflow or interaction into a reusable agent skill. Use when the user asks to turn their workflow, interaction, or multi-step process into a skill, or when they say "make…

Build and edit tile-based 2D levels in Godot 4.7 with TileMapLayer and TileSet: paint layers, set up collision/navigation/custom-data on tiles, autotile with terrain sets, and read/write cells from…

Use when asked to run Design Error Detection (quick defect scan), find design errors in a Simulink model, perform root cause analysis on DED findings, fix division-by-zero, overflow, dead logic or…

Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance. Covers Metal migration, shader conversion, RealityKit…

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

测试用的说明书：用 BaoCut 转录、翻译、剪辑与导出视频。

Higher-level OSS launch orchestrator that analyzes repos, selects channels, and coordinates launch plans.

A new-architecture package (shared/, domain/, features/) exposes its API through barrels that contain nothing but `export *`, and keeps its private code in an internals location. Read this when…

Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.

Specialize in vertical short drama knowledge base queries and information retrieval, providing professional knowledge services. Suitable for querying script segments, high-energy plots, creation…

会議テキストやメモから構造化された議事録を自動生成するスキル。 「議事録をまとめて」「会議メモを整理して」「アクション項目を抽出して」等のリクエストで発動。

Run strict quality-gated orchestration (Ralph mode) with mandatory verification gates.

Use when work moves between Claude Code and Codex, a session resumes from a handoff, or an agent may rewrite an existing implementation. Loads the shared CONTINUITY.json contract, preserves accepted…

Generate stories where ordinary people become crucial through their structural position in systems. Use when you want protagonists who aren't chosen ones but accidental pivots, when mundane jobs…