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signals-scout-anomaly-detection
【效率与协作】Signals scout that watches the project's most-viewed dashboards and insights for anomalies — bursts, drops, flat-lines, and trend breaks — against each insight's own seasonality-matched baseline.
content-strategy
【数据与研究】Analyzes sales data from PayPal and QuickBooks to find top performers and slow movers, layers in seasonality, and produces a prioritized 30-day content brief: what to push, what offers to run, what to hold. Strategic output only — no calendars or assets. Use when the user asks what to post, wants a content plan, asks what's selling, or what to promot…
tax-prep
【效率与协作】Prepares tax materials as a two-link chain — month-end-prep confirms the books are closed and reconciled first, then tax-season-organizer calculates the quarterly estimated payment or builds the year-end 1099-NEC list and accountant packet from those closed numbers. Requires a ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); uses Gusto, PayP…
tax-season-organizer
【开发与工程】Prepares tax-season materials for the owner's accountant, not tax advice. US federal tax; a non-US business gets its closed-books packet instead. Two modes: (1) quarterly estimated tax from YTD net income in the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); (2) year-end 1099 prep, scanning the ledger, PayPal, and Stripe for contractors pa…
scenario-gemini-omni
【设计与创意】Use when generating, extending, or editing video with Gemini Omni models on Scenario via MCP: text-to-video, image-to-video from a first frame, reference-to-video keeping a character, product, or place consistent, appending footage to a clip, restyling footage by prompt (season, wardrobe, art style), native audio with dialogue and ambience, or pickin…
scienceclaw-benchmark-for35
【数据与研究】Use when forecasting monthly tourism, visitor or other seasonal business and service series (Monash Tourism Monthly, 24-month horizon, period 12) from each series' history, delivering non-negative forecasts per series scored by mean MASE. Corresponds to FoR35 of the companion ScienceClaw-Eval benchmark.
time-series-analysis
【数据与研究】Temporal pattern detection and forecasting. Use when analyzing trends over time, detecting seasonality, identifying anomalies in time series, or building simple forecasting models for planning.
blog-calendar
【效率与协作】Generate editorial calendars for blogs with topic clusters, publishing schedules, content decay detection, freshness update plans, seasonal opportunities, content mix formula, template integration, and distribution scheduling. Plans monthly or quarterly calendars optimized for SEO topic authority and AI citation freshness requirements (30-day update …
batch-background-swap
【设计与创意】Batch-replace backgrounds or recolour SKU variants across a folder of product photos (white background, brand colour, seasonal scene, colour variants) while keeping the product untouched, with resume, retries, budget cap and a CSV log. Use for 批量换背景, 批量白底, SKU 换色, colour variants, background replacement, bulk edit.
time-series-analysis
【数据与研究】Use this Skill for time series analysis: ARIMA/SARIMA identification (ACF/PACF, AIC), seasonal decomposition (STL), VAR, GARCH volatility, and forecast evaluation.
tax-season-organizer
【效率与协作】Готовит материалы к налоговому периоду для собственников малого бизнеса на УСН и НПД: это пакет для бухгалтера, а не налоговая консультация. Четыре режима: авансовый платёж по УСН (доходы нарастающим итогом, ставка объекта «Доходы» 6% или «Доходы минус расходы» 15%, минимальный налог 1%); выплаты подрядчикам ГПХ и самозанятым (статусы, чеки «Мой нало…
time-series
【数据与研究】Decomposes and forecasts time-indexed data with STL, ARIMA/SARIMA, and Prophet, validated by time-ordered backtests against a seasonal-naive baseline. Use when someone asks "forecast next quarter's demand", "is this series seasonal", "why is my ARIMA forecast flat", "how do I backtest a forecast", or has any metric indexed by time that needs predicti…
trend-analysis
【设计与创意】Separates durable trends from noise using a baseline, seasonal decomposition, and a signal test requiring persistence, magnitude beyond 2 standard deviations, 3+ independent corroborating data points, and a plausible mechanism - then characterizes the trend's stage and forecasts trajectory with a confidence range. Use when someone asks "is this a rea…
hot-topic-content-maker
【设计与创意】Turn a trending topic into a post you can publish today. Bring the hot topic, moment, or seasonal peg — or have it read the public trending boards on Douyin, TikTok, and X, or name a topic and have it search what people are actually posting about it on Xiaohongshu and Douyin, and pick the ones worth a look. This trending content workflow finds the an…
retail-new-year-pack
【效率与协作】Turn seller-supplied new-year store mood notes into one retail playlist of 8 to 15 instrumentals. This new year music studio writes a retail playlist and seasonal store BGM set for doors-open, browse, and close. Use it for new year music, retail playlists, and seasonal store BGM.
taobao-main-video-maker
【设计与创意】Create a Taobao product main-image video or Tmall product main-image video from product photos, selling points, and brand references. This AI product video maker builds a product-led opening, detail or use moment, and clean finish for Taobao product listings, Tmall product pages, ecommerce product listing videos, new-product launches, and seasonal ca…
wechat-moments-poster-maker
【设计与创意】Create WeChat Moments posters and campaign graphics from a product photo, event brief, promotion, recruitment message, seasonal greeting, brand assets, or accepted draft. Produce square or vertical social visuals with a clear focal point and headline-safe space for WeChat Moments, customer-community updates, launches, invitations, and marketing campa…
capacity-planning
【开发与工程】Decides how much infrastructure a system needs — headroom for growth, scaling policy, and the cost of both. Use this whenever the user asks how much capacity is needed, mentions autoscaling or right-sizing, is planning for a traffic event or seasonal peak, or is trying to cut infrastructure cost without breaking reliability. For measuring where the s…