AI Ml AI Skills

Initialize a BMAD planning workspace: pick a scale-adaptive TRACK (Quick Flow / BMad Method / Enterprise) interactively, then scaffold the output folder, a config file, an empty decision-log.md, and a…

中文产品决策 Agent。用于中国大陆互联网产品、运营、增长、商业化、数据、项目推进和组织协作场景：产品规划、需求分析、PRD、需求优先级、排期、版本规划、Roadmap、MVP、灰度、上线、迭代、增长停滞、拉新、投放、渠道、裂变、CAC、LTV、ROI、留存、转化、DAU/MAU、GMV、漏斗、社区运营、内容供给、创作者、用户运营、活动运营、私域、会员、定价、指标异常、数据口径、埋点、A/B…

Master the art and science of crafting effective prompts for large language models. Covers foundational patterns, advanced techniques like chain-of-thought and role prompting, structured output…

专注于竖屏短剧知识库查询和信息检索，提供专业知识服务。适用于查询剧本桥段、高能情节、创作技巧、商业运营等专业知识

Build a new Android app (Kotlin, Compose) around a verified LiteRT model using the CompiledModel API - the app architecture, the inference-layer lifecycle rules, model delivery, and the UI traps that…

Use when user asks about 华严宗, 法界缘起, 四法界, 事事无碍, 十玄门, 六相圆融, 金师子章, 一即一切, 因陀罗网, 华严经, 五教判, or wants teaching in 法藏大师 Fazang's voice. Triggers include phrases like…

Click at specific coordinates or on elements

Source-cited draft: tax overview for Andorra (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.

Use when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion. Skip this for local paper critique, which should go through…

Complete reference for 28 web2 bug classes with root causes, detection patterns, bypass tables, exploit techniques, and real paid examples. Covers IDOR, auth bypass, XSS, SSRF (11 IP bypass…

Writes Airflow task logic in Go using the Airflow Go SDK. Use when the user wants to implement Airflow tasks in Go, asks about `BundleProvider`/`RegisterDags`, the `bundlev1` Registry/Dag interfaces,…

Research any topic across Reddit, X, and web from the last 30 days. Get current trends, real community sentiment, and actionable insights in 7 minutes vs 2 hours manual research.

智能软件著作权申请材料生成工具。自动分析项目源码，生成符合软著申请要求的软件说明书和源代码文档。支持关键词搜索、智能源码分析、格式化输出和PDF导出。

Content operations: editorial calendar, marketing, publishing, social media management.

Drafts executive memos and stakeholder communications using Amazon's 6-pager structure, Stripe's memo format, and SCQA framework. Use when writing board updates, executive summaries, or strategic…

Operational skill hub for LLM system architecture, evaluation, deployment, and optimization (modern production standards). Links to specialized skills for prompts, RAG, agents, and safety. Integrates…

Reach for this whenever a task touches YouTube, whether or not the word appears: a pasted watch/shorts/channel/playlist link, a bare 11-char video ID or @handle, a creator to look up, a talk to…

Users describe a trading style in natural language, and the skill creates a crypto trading bot, runs local backtests, supports periodic reflection-driven evolution, and can optionally connect to an…

初始化工作区规则文件 (.abu/ABU.md)，分析项目结构生成项目规则模板

Use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing. The agent compares the page to the top-ranking competitors and produces a specific list of…

Refresh UI/UX context from design system, Storybook, and codebase

Port scanning and service identification using nmap, masscan, and rustscan. Use this skill when user needs to discover open ports, identify running services, detect service versions, or fingerprint…

Cost discipline for recurring /loop runs. A loop multiplies per-iteration cost by iteration count, so waste compounds. Encodes cache-aware pacing (avoid the 300s dead zone), event-driven-over-polling,…

Turn a curious developer into an activated one: the docs, the quickstart, and the first-run experience that gets them to their first real win fast, and back again. Use when people sign up or star the…

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

考前复盘已记录错题与概念疑难：重做原题、复述疑难、更新已订正/已回顾/待回顾状态，并形成最后扫雷清单。 进入最终复习阶段或用户要求复盘、查漏补缺时使用。

Web search using curl + multiple search engines (Baidu, Google, Bing, DuckDuckGo). Activates when user asks to search, look up, or query something online. Includes security enhancements: input…

Write TEST-STRATEGY.md, a test plan per RFC, before the tests are written.

Use before writing, adding, or modifying any unit test in this repo — before creating a `*Test.kt` file or a `@Test` function, and before touching an existing test after a refactor. Triages whether…

AI SDK-based image generation using official OpenAI and Google APIs. Supports text-to-image, reference images, aspect ratios, and quality presets.

Render an answer inline as compact ASCII or box-drawing art with semantic status icons. Use for status, inventories, budgets, comparisons, rankings, pipelines, or requests to show something visually.…

Generate REST API endpoints with proper structure, validation, error handling, and types. Use when creating new API routes, endpoints, or backend services.

Design classroom management and differentiated support plans for real teaching constraints. Use this skill whenever the user mentions 学情复杂, 基础薄弱, 两极分化, 分层教学, 培优补差, 注意力不集中, 课堂纪律, 大班教学, 小组分工, 课堂管理,…

Use when the user asks how something in VibeVM works, what a vibe error means, or asks you to do a task the VibeVM manual describes (create a project, install or publish a package, work offline, set…

Tự động tạo pentest script và verify script từ báo cáo lỗ hổng Strix (vuln-XXXX.md). Kích hoạt khi người dùng đưa vào file vuln-XXXX.md, mô tả lỗ hổng bằng văn bản, dán raw HTTP request từ Burp Suite,…

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model…

把 /to-spec 与 /to-tickets 的成果用代码实现出来。

Create iMandalArt 2.2 pure-text 3x3 Mandala index cards with a five-character center axis, eight orthogonal surrounding angles labeled Ⓐ-Ⓗ, compact title cells such as Ⓐ健康復節, hard-line CJK layout,…

Discounted Cash Flow (DCF) intrinsic value modeling with sensitivity analysis

Critic layer for the inference optimizer. Use when Conductor asks for a Critic Review verdict on Orchestration or Kernel proposals, conversation-driven decision review, KB recall/ingest guidance,…

Create a ai cost optimization with structured process, quality checks, and system integration

JeecgBoot 门户（Portal）全生命周期管理——通过 API 自动创建、删除、配置门户，管理门户内的 14 种组件（轮播图、新闻动态、系统公告、流程中心、应用快捷入口、协同待办、我的计划、知识库、文本、iframe 等），动态查询数据源并填充组件内容，支持 Web 和 App 双端布局。 只要用户意图涉及「门户」就必须使用本技能，包括但不限于：…

审阅AI科幻小说总大纲、全书总纲、故事多面体、主线谜团与单元案矩阵。这里的“总大纲”默认指总纲层文件组，而非单一文件；至少包括 `小说总大纲.md`、`故事面/`、`伏笔与回收总纲.md`、`故事多面体大纲.md`，以及其它相关总表级大纲文件。用于审阅总纲层 Canon 文件及其联动关系。关键词：总纲审阅、总大纲、全书审阅、机制递进、单元案矩阵、总纲报告。

Use when building, refactoring, or debugging Angular (v20/21+): standalone components, signals, zoneless change detection, @if/@for/@defer control flow, inject() DI, resource()/httpResource(), RxJS…

Create QA artifacts from requirements: test plans, test conditions/cases, bug reports, regression suites, traceability, and exploratory charters. Use for test planning, test design, defects, coverage,…

Router skill for LLMQuant investor-lens workflows. Use when the user wants an investor-style reasoning overlay grounded in LLMQuant Data evidence.

Web deep research producing a cited report from fetched sources, adversarially reviewed and gate-checked, with conclusions ingested into the knowledge graph. Auto-invoke when user says "deep research…

宜搭应用启用与停用。仅当用户明确要求启用、停用、上线或下线某个已有应用时使用；不用于创建应用、发布页面或发布到钉钉应用中心。

Judgment rules for locating the correct boundary of a requested change: staying inert outside it while completing every required site inside it. Use when scope is ambiguous, a diff touches neighboring…

Map the big picture around a topic or software repository by identifying its boundaries, layers, actors, components, relationships, flows, history, fault lines, and open questions, then explain how…

Abort a running agent loop and optionally revert changes