Writing AI Skills

Single entry skill for open-websearch setup and focused live retrieval, preferring local CLI/daemon paths while remaining compatible with workspace-exposed MCP tools.

Import and use Kubb's generated code (types, clients, hooks, schemas, mocks). Use when writing app or test code that consumes a Kubb build.

Playwriting for banqiang-system Chinese opera (板腔体：京剧、豫剧、越剧、秦腔、评剧、沪剧、淮剧、川剧弹戏), where sung passages are paired seven- or ten-character lines varied by metre (板式) rather than filled into fixed tune…

Run error analysis on a dataset. Build a review UI, select diverse samples, monitor annotations, and organize failure modes.

Fetch and analyze WeChat Official Account hot articles / 公众号爆款文章 by sector or keywords. Use when the user asks for 爆款文章分析, 赛道爆款, 公众号爆款数据, reading counts, likes, shares, comments, title patterns,…

Prepares a household appliance (microwave, oven, toaster, fridge) for use by ensuring it is in the correct open/closed state. Use when the agent needs to heat, cool, or cook an item and must first…

论文写作、修改、压缩和实验组织全流程中阻止【防御性写作】。把论文视为一场学术发布会， 而不是项目总结、实验日志或自我审查报告：识别这项工作最值得发表的价值，围绕它建立 最有利、最完整、最有说服力的叙事。不平均展示、不主动示弱、不写实验流水账、不替审稿人 攻击自己。 触发词：论文润色、论文修改、写摘要、写引言、写结论、压缩论文、rebuttal、回复审稿意见、…

Use when touching retiring old logic, collapsing duplicate owners, removing fallbacks, or schema/persistence/source-of-truth boundaries; identify opportunities automatically; destructive execution…

Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look",…

Evaluate 4 execution strategies (sequential, parallel-subagents, workflow, agent-team) for a phase or fan-out task. Outputs 7-signal score table, agent count math, cost guards, and strategy…

API design patterns and conventions for this project. Covers RESTful URL naming, response format standards, error handling, and authentication requirements. Use when writing or reviewing API…

Use when writing or reviewing Jetpack Compose motion: visibility enter/exit, animating one property toward a target, color or size transitions, multiple properties from one state, switching composable…

Create or update Codex hooks for global or project scope by asking for scope and hook type when ambiguous, then writing the hook config, scripts, and any required feature flag config.

Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post,…

Automated content creation pipeline for business growth. Creates blog posts, landing pages, email sequences, social media content, and video scripts with a supply-demand topic gate, 5-dimensional…

Drive an ANSYS Fluent solver session through the standalone `ansys-fluent-mcp` MCP server. USE WHEN the user asks to load a case/mesh, inspect physics, change settings, run iterations, or query…

Use this skill when writing a concise commit message from a diff.

Build and manage static sites with marmite - a zero-config static site generator that turns markdown files into websites

Use when 用户要求按特定作者的中文风格写作、修补、重写、终稿精修、风格审阅或结构保真翻译，尤其强调厚段、长句链、事实先行、判断锋利、书卷气评论，或要求减少无意义的装饰性状语和补语。

Edit videos and beautify photos in CapCut on mobile. Use when the user asks to open CapCut, create/edit/export videos, add text/effects/music/captions, use templates, or retouch and enhance photos.

This skill should be used when the user is building, planning, or strategizing and the key question is whether to optimize content (what) or change form (how/medium). Trigger on "내용 vs 형식", "content…

Turns the User's Mind, meaning the Notes, Questions and earlier Answers above the Question, into a structured report draft with a title, a summary, sections and a conclusion, keeping their Citations…

Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python…

Use when hunting for OBJ/GLB/glTF/VOX parser compatibility issues by streaming candidate models, parsing each immediately, deleting clean files, and retaining only actionable failures, unknown…

Read and explain research papers in clear English. Use when a user provides a PDF, arXiv or OpenReview link, venue page, paper title, or abstract and asks for a paper summary, method or math…

Before compaction Loopkit extracts decisions into claude-decisions.json (machine-readable). Read it alongside claude-progress.txt at session start — prose is for humans, JSON is for the loop.

Manage capa CLI configuration — `capabilities.yaml` / `capabilities.json`, skills, MCP servers, tools, hooks, sub-agents, rules, plugins, AGENTS.md / CLAUDE.md, security options, tool exposure modes,…

Review and revise academic papers with a senior-reviewer workflow. Use when an AI research/coding agent needs to work on an existing paper draft, PDF, LaTeX project, Word document, markdown…

Detect whether a passage shows AI-like writing signals and return an explainable risk estimate with confidence, caveats, and next steps.

Plan a new feature following project standards

Maintain a per-repo napkin as a continuously curated runbook (not a session log). Activates EVERY session. Read and curate it before work, keep only recurring high-value guidance, organize by…

Handle batches of Jira tickets through shared analysis, per-ticket feature-dev, Lumen UI guardrails, changesets, and draft PRs. Use when the user provides multiple Jira tickets or asks to deliver…

Turn one supplied product image and a short brief into one product-led advertising image. Use for a new product scene or composition, not exact pixel editing, typography production, or a batch…

Make a clean 45–90 second product demo video for any software product, rendered from code to MP4 with music. Airy light canvas, short centred lines the camera pushes into, the product's own UI rebuilt…

Auto-detects the active QML file from editor context, runs qmlscene, and copies the rendered image to the clipboard by default. Invoke proactively when the agent needs to preview or visually verify a…

网文人设与群像工程。当用户需要设计主角性格、塑造配角功能、构建反派魅力、设计人物关系、规划人物弧光时触发。覆盖60+主角性格标签、30+配角功能模型、20+反派塑造模板，以及人物关系范式与弧光设计方法。

Set up, repair, or verify the local AI short-video environment: video-use, FFmpeg, the Source Han Sans TW subtitle font, ElevenLabs credentials, and optional HyperFrames skills. Use whenever a user…

为单篇或多平台自媒体创作澄清需求并生成可确认的创作简报。用于用户只给一句话选题、一个链接、一份素材、一个产品或模糊创作要求，需要确认目标受众、内容目标、核心判断、角度、深度、调性、证据、禁区和平台差异时。纯数据分析、已确认方向后的改稿和细节微调不使用此 Skill。

Persistent, token-efficient project memory. When ON, maintains a `.shob/memory/` folder of structured `.md` files so the full context of the project is NEVER lost across responses, sessions, or…

Remove audit, defensive, self-critical, developer-facing and commitment writing from manuscripts, Supplementary Information, legends, table notes, data/code statements and figure content. Preserve…

When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'caption,' 'Instagram caption,' 'IG…

Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR.

Use in conversation to stress-test a plan or direction. Interviews the human in rounds, asking every question that is ready with a recommended answer, until no decision is left open.

Use when building or editing AI inside an n8n workflow: the AI Agent node, Text Classifier, Information Extractor, Sentiment Analysis, Summarization Chain, Basic LLM Chain, embeddings, vector stores,…

Split a request into independent tasks, execute them in parallel, and summarize each agent's task, status, and result. Use when the user says "batch" or asks to execute a multi-part request in…

阿里云百炼 / Aliyun Bailian / DashScope 资源管理与 `bl` CLI hub： 应用调用（bl app）、应用记忆、知识库检索、模型目录/模型列表、用量/额度/配额、免费额度、 工作空间、MCP 市场、pipeline、文件上传、console API、登录鉴权与配置、 Agent skill 安装/列表/更新/卸载（bl skill…

Opt-in model-driven Nacos Router weather baseline.

Create or update README files, AGENTS.md rules, and skills from actual code. Use before editing any README.md, AGENTS.md, or skill, or when condensing them.

Use this skill to perform actions inside an Unreal Engine project via a live-editor MCP connection. Trigger when the user wants to change, query, or run something in their Unreal Engine project, not…

Submission cover-letter assistant for existing LaTeX manuscripts. Use to generate, optimize, align-check, preflight, and journal-fit-check cover letters against paper evidence, novelty claims, and…

Use when processing audio for Xiaohongshu content, editing voiceovers, improving sound quality, creating podcasts, or producing audio-based posts