Writing AI Skills

Legacy compatibility export for requested windows from a verified pre-v1.0.1 Master. Do not use for new shot-native productions.

Use when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed. Handles triage, the concede /…

AI 驱动的网页内容优化分析工具。输入 URL，自动抓取页面标题，通过 Google 搜索进行查询扩展， 获取 Google AI 概览，对比有机搜索覆盖与 AI 生成概览，生成中文优化建议报告。 当用户说"优化这个页面"、"分析这个网址"、"GEO 分析"、"内容优化"、"geo分析"或提供 URL 并要求内容改进建议时触发。

Run deep repository initialization to create durable project-map context for long sessions.

Protocol for handling ambiguous decisions and missing/conflicting knowledge during code generation, design, and review. Ensures AI surfaces genuine judgment calls with structured options and stops on…

Write a promotional tweet for a published article. Takes a post URL (Substack, X Article, blog) and crafts a teaser tweet that opens the story and draws readers in — not a summary, but a hook that…

Use when creating new agents, editing existing agents, or defining specialized subagent roles for the Task tool

Pre-mortem analysis that imagines a plan has failed, then works backward to identify causes and preventions. Use before launches, major decisions, or risky initiatives to surface hidden risks.

Create original short videos using the 自主收纳回路｜物件逐层入箱、空间扰动与闭合恢复 Creative DNA for MiniMax H3 or Seedance 2.0. Use when the user wants this causal, camera, motion, rhythm, or payoff structure with new…

L1 通用写作兜底专家。覆盖公文、周报、方案、邮件、文案、散文、新媒体稿件等场景，采用 7 维质量评分框架（事实/逻辑/结构/语言/风格/受众/洞察）与 10 种文体适配矩阵。当 L0 路由未命中任何 L2 专家时作为兜底触发。适用于没有特定领域严格规范的通用写作任务。

Guide for creating effective skills for Apollo GraphQL and GraphQL development. Use this skill when: (1) users want to create a new skill, (2) users want to update an existing skill, (3) users ask…

Use Neo4j GenAI Plugin ai.text.* functions and procedures for in-Cypher embedding generation, text completion, structured output, chat, tokenization, and batch ingestion. Covers ai.text.embed(),…

现代文阅读专项教练：先把文章真正读懂，再把话按阅卷规范说清楚。 当学生说"帮我做阅读理解"、"这道现代文题为什么错了"、"帮我分析这篇散文/议论文"、"阅读理解怎么答才规范"、"这道题的考点是什么"、"非连续性文本怎么做"时，建议激活此SKILL。 覆盖记叙文、散文、议论文、说明文、非连续性文本的读法与答题规范；高中延伸到必修与选择性必修（实用类、论述类文本与文学作品，多文本阅读，整本书阅读）。…

Generate PNG images by building a real Three.js 3D scene and capturing one frame headlessly — no image model involved. Takes a text prompt and an aspect ratio (1:1, 16:9, or 9:16) and produces a…

Draft results sections for academic manuscripts with APA 7th tables and narrative flow. Use for writing results, presenting findings, formatting statistical tables, or reporting quantitative analysis.

Build and debug LeRobot datasets, training, and policy evaluation. For a first pretrained robot-arm demo, start with architect's reference-app selection.

When something that should work doesn't, suspect the environment before rewriting the code — wrong directory, stale build, missing env var, version mismatch, dirty state. Use when a command fails…

Use when creating, updating, validating, evaluating, or maintaining Pi local wiki/documentation extension packages from templates. Provides create_wiki, update_wiki, list_wiki_templates, and…

Develop a Base44 app remotely from your own coding agent (Claude Code, claude.ai, or any MCP client) by connecting it to the Base44 sandbox. Cloud agents connect over MCP; local agents can connect…

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…

Use the workspace as the content system of a website: read published articles and pages, add drafts, upload pictures and videos, and write the text. Use when the user builds or edits a website whose…

Review a supplied Design Partner Agreement or early-access co-design agreement for program obligations, feature commitments, fees, conversion, confidentiality, data and security, intellectual…

Humanise text by removing AI writing patterns so it reads as human-written. Use when the user asks to humanise, de-AI or de-slop a draft, says it reads like a robot or like ChatGPT wrote it, or wants…

学术论文修改与优化助手。当用户发送论文内容并提出修改需求时使用此技能。 采用自主执行流程，各步骤自动流转，无需用户干预，模型自主判断迭代是否达标。 每个步骤结束时生成检查点文件，下一步必须读取该文件继续工作，防止跳步。 最终通过脚本自动计算准确的 diff 标记，而非大模型手动标记，确保 diff 精确性。 输出 HTML 文件（使用 assets/paper-template.html…

Manipulate, annotate, and render phylogenetic trees programmatically with the ETE Toolkit (ete3) — parse and edit Newick/NHX, detect duplication/speciation events, infer orthology and paralogy, query…

Copywriting frameworks and templates for every funnel element. Headlines, CTAs, body copy, email sequences, objection handlers, and benefit stacks using AIDA, PAS, and StoryBrand frameworks.

Use when you need to mine a conversation, session transcript, or design discussion for architectural decisions before writing ADRs. Identifies problem-solution pairs, trade-off debates, technology…

Convert a completed engineering session into a narrative blog and zero or more reusable operational skills. Use when the user explicitly asks to productize, document, or publish a finished session…

学术论文获取全家桶，基于 scansci-pdf MCP server。多路由下载 PDF（开放获取 → 出版商 API → 机构通道并行竞速）、批量清单下载、引文导出（BibTeX/RIS/EndNote）、推送 Zotero、机构登录（WebVPN/CARSI/EZProxy）、环境诊断排障。当用户要下载论文（单篇或批量）、导出引文、推送 Zotero、配置机构访问，或下载遇到…

Transform technical findings into clear, structured written content: penetration test reports, vulnerability disclosures, security blog posts, and technical documentation.

Analyze raw earnings call transcripts for publicly traded companies and produce structured public equity memos. Use this skill whenever the user uploads, pastes, or references an earnings call,…

New SwiftUI APIs, behaviors, and deprecations in the 2027 OS releases (iOS 27 and aligned macOS/watchOS/tvOS/visionOS). Consult when asked what's new in SwiftUI 27, or when working with: - @State…

Draft and edit concise, reviewer-specific author responses in clear academic English. Use for paper rebuttals, response letters, revise-and-resubmit memos, reviewer-response matrices, evidence triage,…

Summarize meeting transcripts and extract action items

Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter…

Define evidence-bounded Splunk report contracts and readiness findings for scheduled and ad hoc reports without creating, running, scheduling, editing, or sending them. Use when a requester needs the…

Analyzes team composition using Belbin's nine team roles across Thinking, Action, and People categories. Maps team members to roles such as Plant, Shaper, Coordinator, Implementer, and others to…

마틴 루터(Martin Luther, 1483–1546)의 신학과 설교론을 토대로 설교 주제를 개발하고 깊이 있는 메시지를 형성하도록 돕는 코칭 스킬. 루터의 핵심 신학(이신칭의 sola fide·오직 은혜 sola gratia·오직 성경 sola scriptura·만인제사장직·두 왕국론·법과 복음 구분·노예의지·십자가 신학 theologia…

Improve the visual quality, cohesion, and finish of an existing frontend without changing the product direction. Use when the user asks to polish, refine, tighten, elevate, clean up, or make a UI feel…

Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a…

Schema and discipline for writing and reading step handoff documents - the only channel between implementation steps. Evidence must be pasted, downstream plan changes proposed not imposed. Grants…

When the user wants to write, rewrite, or improve marketing copy for any page, including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user…

Write warm, high-EQ, folksy-optimistic content in the voice of Ted Lasso. Use when the user asks for an encouraging, kind, or optimistic tone; a motivational pep talk; reframing a negative or…

Master orchestration layer for Universal UI Skills v2. Orchestrates the rigorous design pipeline from Brief to Pre-Flight with first-class media and scroll storytelling.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content…

When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,'…

How to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, actors, task groups), protocols and generics…

Write and review content for the OpenSEO website (web/) — blog posts, guides, feature pages, FAQs. Distills the philosophy for on-brand, useful, accurate content. Use whenever adding or editing…

Generate competitive SEO content briefs with per-section word counts, competitor scoring, keyword density guidance, and page-type templates. Supports both new page briefs and improve-existing-page…

Complete Foundry PoC writing guide + all cheatcodes + DeFiHackLabs reproduction patterns. Use this when building a proof of concept exploit, setting up a fork test, using Foundry cheatcodes, or…