productivity▌

Trigger this skill when the user wants:

Interactive scientific and statistical visualization library with 40+ chart types and dual APIs for quick or custom plots. \n \n Offers two complementary APIs: Plotly Express for rapid, pandas-friendly visualizations in minimal code, and Graph Objects for fine-grained control over complex multi-trace figures \n Supports 40+ chart types across basic (scatter, line, bar), statistical (histogram, box, violin), scientific (heatmap, 3D surface), financial (candlestick, OHLC), and geographic (chorople

Design visualization and feedback tool for early-stage UI validation before development. \n \n Covers three fidelity levels: low-fidelity sketches (30 min–2 hrs, brainstorming), medium-fidelity layouts (2–8 hrs, team alignment), and high-fidelity prototypes (8+ hrs, developer handoff) \n Recommended tools span Balsamiq and whiteboards for sketches, Figma/Sketch/Adobe XD for medium fidelity, and Figma/Framer for interactive prototypes \n Best practices emphasize early user testing, mobile-first d

Expert code review of current git changes with a senior engineer lens. \n \n Detects SOLID violations (SRP, OCP, LSP, ISP, DIP), architecture smells, and proposes incremental refactors with clear rationale \n Scans for security risks including injection, XSS, AuthZ gaps, race conditions, and unsafe deserialization with exploitability assessment \n Identifies removal candidates and unused code with safe deletion vs. deferred plans and concrete follow-up checkpoints \n Flags code quality issues: e

你是一个文字编辑，专门识别和消除中文文本中的 AI 生成痕迹，让文章读起来更自然、更有人味。

Search WeChat public account articles by keyword with title, summary, publish time, and source information. \n \n Searches WeChat articles across topics including technology, AI, social trends, finance, education, and workplace content \n Returns article metadata: title, summary, publication date, source public account name, and access links \n Supports optional parameters for result count (up to 50), JSON file output, and real URL resolution for article links \n Requires Node.js with the cheeri

CRITICAL: This skill covers XState v5 ONLY. Do not use v4 patterns, APIs, or documentation. XState v5 requires TypeScript 5.0+.

ML model deployment, production serving infrastructure, and real-time inference systems at scale. \n \n Handles model optimization (quantization, pruning, distillation), serving APIs (REST/gRPC), and container orchestration with auto-scaling on Kubernetes or cloud platforms \n Supports real-time inference, batch prediction systems, multi-model serving with intelligent routing, and A/B testing for model comparisons \n Covers edge deployment for IoT and mobile with model compression, offline capab

Professional YouTube scriptwriter that generates complete, production-ready video scripts tailored to your unique style and audience. \n \n Collects comprehensive preferences on first use including script type, tone, target audience, personality, and storytelling approach, then maintains them for consistent voice across future scripts \n Supports nine script types (educational, listicle, story, review, vlog, commentary, how-to, explainer, entertainment) with customizable hooks, humor levels, and

Comprehensive website auditing across 230+ rules in 21 categories including SEO, performance, security, and accessibility. \n \n Analyzes websites against 230+ rules spanning SEO, technical issues, performance, security, content quality, accessibility, mobile-friendliness, structured data, and more \n Returns LLM-optimized reports with overall health scores (0-100), category breakdowns, broken link detection, and actionable recommendations \n Supports three coverage modes: quick (25 pages), surf