AI Ml AI Skills

Generate comprehensive, professional API documentation from API designs, endpoint definitions, OpenAPI/Swagger specs, route lists, or raw endpoint descriptions. Use this skill whenever a user provides…

Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_prep_search,…

Use when planning to rank for a specific keyword. The agent Googles it, reads the top 10, classifies intent, reads the top 3 competitor pages, and produces a 90-day ranking plan with intent, SERP…

Analyze any Python library structure, explore modules, classes, and functions with signatures and documentation.

Sign with Developer ID, notarize with Apple, staple and package a macOS app as a DMG or ZIP for distribution outside the Mac App Store, using codesign and the asc CLI. Use when asked to notarize,…

Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden

按照标准格式生成渗透测试报告，包含项目信息表、漏洞发现清单、漏洞详情（含属性表、描述、复现步骤、证据截图、修复建议）、附录（风险等级定义、CVSS说明、词汇表）。当用户要求生成渗透测试报告、安全测试报告、漏洞报告时使用此技能。严格遵循项目模板目录中的标准格式。

Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always labelled with the bench stamp it came from.…

How to build presentation slide decks as HTML pages. Covers the slide format, canvas dimensions, and recommended libraries.

Expert system for generating, validating, and optimizing ClickHouse SQL. Use this when the user needs data, queries, or analysis.

Position an AI product when everyone claims AI and skeptics call it "just a wrapper." Find the real wedge (data, workflow, trust, domain), make reliability the differentiator, answer "won't the big…

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Distill and apply this repository's Next.js Nextra starter architecture, implemented features, extension points, and migration patterns. Use when Codex needs to understand this project, continue…

备考教练的一屏速查卡：工作流、3×4 学习选择、产物偏好、工作区文件、6 大题型、来源规则与子技能路由。 用户问怎么用、有哪些模式、文件用途或支持题型时使用。

Writes and reviews composables for Compose and CMP: the Route/Screen/leaf split, state-read placement and stability, loading/empty/error UX states, LazyColumn lists and grids, animation choice,…

Implement one RFC: check its predecessors, present a plan for approval, write the code, then demonstrate every acceptance criterion.

Guidelines to writing prompts, docs, or tasks for AI to read or execute, with strict context isolation.

Lingzao lightweight XHS keyword design Skill for Xiaohongshu SEO keywords, final 10 publishing keywords, keyword embedding, title, cover copy, opening lines, and keyword field checks. Use for lingzao…

Use when a brief has to become a film. Turns a one line ask into a Claude Design prompt written in the animations-v3 engine's own language, plus the built piece.jsx and a contact sheet to look at…

Assess a code change, design, architecture, workflow, or competing options against explicit criteria and evidence. Use when a request asks to assess, rate, compare, identify trade-offs, evaluate…

Assesses how ready a business is for AI adoption across six dimensions. Evaluates data maturity, tech stack, team skills, process documentation, budget, and culture. Generates a comprehensive…

公务员考试申论精细批改与多轮改写助手。用户要求“批改申论”“给申论小题打分”“看看漏了哪些采分点”“批改公文/汇报提纲/发言稿”“批改大作文”“逐段修改”“我改完了再批一次”“对比两版答案”，或提交申论材料、题干、作答要求和答案时，应使用本…

当用户纠结要不要学某个东西、学到什么程度，或在做时间/精力/项目取舍时使用。用「简易策略」先逼问要解决的既定问题，检验现有知识能否搞定，评估知识贬值速度与 ROI，用「探索 vs 应用」判断该学新的还是用现有的，给出「学 / 不学 / 只学最小够用」的结论，避免囤积会贬值的知识。触发场景：要不要学 X、值不值得深入、学到什么程度够、时间不够该学啥、该深挖还是够用就行。

Run the WikiSkill self-evolution loop (arXiv 2608.27454) on a Hermes workspace — raw→maintainer→proposer→gate with strict R_val > R_best gating.

Analyze web page content, structure, and layout to understand what a page contains and how it is organized. Trigger when the user asks to: analyze a page, understand page structure, inspect a website,…

Expert methodology for binary patching and bypass development. Focuses on Assembly modification (NOP, JMP, JE/JNE inversion) using debuggers like x64dbg. Includes automated patching scripts for…

Lightweight anti-over-engineering guard. Activates when: (1) Modifying code or files the user did not explicitly ask to change (2) Creating new abstraction layers without being asked (3) Rewriting…

ACTIVATE when evaluating acquisition targets, conducting M&A due diligence, planning integration strategy, analyzing synergies, preparing sale materials, assessing culture fit, valuing targets,…

一场不留情面的访谈，用来打磨方案或设计，并在过程中顺手产出文档（ADR 与词汇表）。

Forward-looking catalyst calendar identifying upcoming events and their expected price impact over a 90-day window

Run a 12-hour Hyperloom Qwen3-14B-FP8 optimization session on SGLang, vLLM or ATOM with the per-kernel KernelForge backend instead of GEAK. Use when the user wants the medium-length Hyperloom demo and…

Create a ai change management with structured process, quality checks, and system integration

Use when user asks to create/edit Online graph charts, data visualization, or says "创建图表", "生成图表", "新建图表", "做一个图表", "online图表", "数据图表", "柱状图", "折线图", "饼图", "统计图", "可视化", "chart", "graph", "create…

用于【AI科幻】题材下的提纲审阅优化 SOP 编排。作为题材包装层、兼容入口与路由层，负责保留AI科幻入口名，并明确要求优先强制加载并使用 `通用-大纲审阅优化闭环`，同时按总纲 / 分卷对象分流到对应题材审阅与设计 Skill。

Use when a creative goal must become a finished media file: pick and order generative-media models per modality — AI voiceover, image-to-video clips, score — then glue them with ffmpeg (mux, duck,…

Author and maintain versioned Playwright (@playwright/test) TypeScript UI specs for browser user flows. Use when asked to create, run, debug, or refactor E2E tests, form/navigation/auth flows,…

Fetches AI news from smol.ai RSS and generates structured markdown with intelligent summarization and categorization. Optionally creates beautiful HTML webpages with Apple-style themes and shareable…

Router skill for LLMQuant equity derivatives workflows. Use when the user needs single-stock derivative, convertible, warrant, structured payoff, or hybrid security analysis.

Generate frontend component tests (React Testing Library, Vue Test Utils, snapshot) for existing components. Auto-invoke when user says "test this component", "write component test", or "add component…

宜搭应用开发总入口技能。通过具备代码生成能力的智能体（千问办公/Claude/Open Code 等）+ 宜搭低代码平台，实现一句话搭建或修改完整应用。 当用户提到“宜搭”、“yida”、“低代码”、“创建应用”、“创建表单”、“发布页面”、“自定义页面模板”、“搭建”、“系统”等关键词时，使用此技能；只是讨论通用前端/后端代码、非宜搭平台产品、或只解释概念而不操作宜搭资源时不触发。…

Delegate bounded tasks to Grok Build from a supervising agent such as Codex. Use when the user asks Grok to investigate, review, implement, or provide another perspective, or when a distinct coding…

Execute tests on generated code and iterate until passing

AI voice assistants with custom instructions, knowledge bases, and tool integrations.

MANDATORY skill that activates whenever code is written to implement an OpenSpec change task. Triggers: openspec-plus-apply is active, /opsx-apply is running, the user is implementing tasks from an…

Use when writing a swing/intraday breakout strategy on Superior Trade — anything described as breakout, momentum, trend following, 12-hour high, range expansion, riding new highs, Donchian breakout.…

Social media analytics and reporting — read native platform data honestly and turn it into next actions. Use when someone wants to "check my analytics," "see how my posts are doing," "build a social…

Master API Platform v4 State Providers and Processors (ProviderInterface/ProcessorInterface) to decouple data retrieval and persistence from entities

Get layered, context-aware explanations of unfamiliar code. Understand what it does, why it was written that way, and how to work with it safely.

Plan or review LoRA and edit-training work specifically for FLUX.2 Klein or Qwen-Image-Edit, including paired datasets, trainer-version contracts, and held-out fidelity checks. Do not use for generic…

Draft professional emails based on context, tone, and recipient. Use for composing business emails.

Determine whether a change in ExStruct needs an ADR, using repository-specific governance and criteria. Use when reading an issue, PR, review thread, or diff and you need a verdict of required,…