📊 Data Science & ML

CONTEXT: Cognitive Order Normalized in Transformer EXtract Truncated. Cross-model context handoff via Progressive Density Layering, MLDoE expert compression, Japanese semantic density, and Negentropic Coherence Lattice validation. Creates portable carry-packets that transfer cognitive state between AI sessions. Use when context reaches 80%, switching models, ending sessions, user says save, quicksave, handoff, transfer, continue later, /qs, /context, or needs session continuity.

DeFi protocol monitoring with alerts for TVL drops, capital rotation, hacks, bridge surges, unlocks, and revenue. Runs checks on demand or scheduled.

Scientific research engine with agentic tree search. Infinite loops until discovery, rigorous tracking, adversarial review, serendipity preserved.

Local speech-to-text using faster-whisper. 4-6x faster than OpenAI Whisper with identical accuracy; GPU acceleration enables ~20x realtime transcription. SRT/VTT/TTML/CSV subtitles, speaker diarization, URL/YouTube input, batch processing with ETA, transcript search, chapter detection, per-file language map.

Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structured JSON output, adaptive polling. Universal skill for 30+ AI agents including Claude Code, Amp, Codex, and Gemini CLI.

AI image, video, and music generation. Flux, Veo 3.1, Suno V5.

中国福利彩票双色球号码预测分析大师。深耕彩票分析三十年，精通数学、物理学、概率论、易经玄学等专业知识，擅长多维度号码研判。通过分析历史走势数据，结合概率统计与传统智慧给出号码推荐。触发词："双色球"、"彩票预测"、"选号"、"下期号码"、"红球蓝球"。

AI image, video, and music generation. Flux, Veo 3.1, Suno V5.

AI image, video, and music generation. Flux, Veo 3.1, Suno V5.

Fitness and diet tracking tool. Use when the user wants to analyze food photos for calories, log workouts, calculate metabolism (BMR/TDEE), get daily calorie summaries, or generate training/diet plans. Invoked with /bulkcut-coach.

Unified speech-to-text skill. Use when the user asks to transcribe audio or video, generate subtitles, identify speakers, translate speech, search transcripts, diarize meetings, or perform any speech-to-text task. Also use when a voice message or audio file appears in chat and the user's intent to transcribe it is extremely clear.

This skill should be used when the user asks to "crawl taoguba", "crawl tgb", "scrape taoguba articles", "run the crawler", "crawl bbs", "crawl home page", "generate article HTML", or needs to run the Taoguba (tgb.cn) web crawlers.

Use SAP-RPT-1-OSS open source tabular foundation model for predictive analytics on SAP business data. Handles classification and regression tasks including customer churn prediction, delivery delay forecasting, payment default risk, demand planning, and financial anomaly detection. Use when asked to predict, forecast, classify, or analyze patterns in SAP tabular data exports (CSV/DataFrame). Runs locally via Hugging Face model.

Fetch structured data from social media and web platforms via Parseium APIs. Use when users want to extract profiles, posts, videos, comments, or other data from Instagram, TikTok, YouTube, Reddit, LinkedIn, Zillow, Indeed, or App Store.

Talk to your Apple Health data — ask questions about your workouts, heart rate, activity rings, and fitness trends using AI.

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Talk to your Garmin data — ask questions about your activities, training load, VO2 Max, heart rate zones, and more using AI.

Design, build, and deploy Ask Gallery — a semantic photo search system for mobile devices. Use when asked to create image search features using natural language queries, build photo analysis pipelines with VLM/CLIP/OCR/face recognition, design vector search architectures with TiDB/Meilisearch/Kafka/EKS, or implement swappable ML model registries. Triggers on keywords like semantic search, photo search, image captioning, visual question answering, gallery AI, image embedding, multimodal search.

Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API.

Talk to your Strava data — ask questions about your activities, fitness trends, PRs, and training load using AI.