Data & Analytics

Analyze model training or inference resource behavior from profiler artifacts, with focus on GPU memory (VRAM) and CPU hotspots. Uses JSON/JSON.GZ artifacts only to avoid unsafe deserialization.

Structured Jupyter notebook prototyping with pipeline integrity

Full stack observability - reproducibility, lineage, monitoring, alerting

Complete machine learning pipeline for trading: feature engineering, AutoML, deep learning, and financial RL. Use for automated parameter sweeps, feature creation, model training, and anti-leakage validation.

使用 Minimax（海螺）API 进行语音合成、声音克隆和音色设计。当用户想要语音合成、TTS、声音克隆、音色设计时使用此 skill。

'Obsidian-style [[wikilink]] knowledge graph and learnable

Unified crypto market data API and scripts for exchanges, markets, tickers, OHLCV, and orderbooks.

Используется для анализа данных из API Яндекс.Метрики, когда пользователь просит проанализировать трафик, конверсии, поведение посетителей или отчет по сайту.

Capture, normalize, and report metrics across any domain with reusable dimensions, programmable formulas, and scalable reporting workflows.

药品分析实验室方法开发过程中的痛点：

"name: mesagona description: Mesagona namespace for Netsnek e.U.

Complete memory system for OpenClaw agents. Combines behavioral protocol (when to save) + auto-capture (heartbeat-enforced) + keyword search (recall) + maintenance (consolidation). Use for persistent memory, context recovery, answering "what did we discuss about X", and surviving context compaction. Includes SESSION-STATE.md pattern for hot context and RECENT_CONTEXT.md for auto-updated highlights.

一个总分让用户快速判断 Agent 记忆系统健康状况。

Meegle OpenAPI for listing, searching, querying work items (filter, full-text, associated).

Meegle OpenAPI for views, kanban, Gantt, and measurement/charts.

Meegle OpenAPI for listing, searching, and querying work items. Includes single-space filter, cross-space filter, complex search, full-text search, associated items, and full search.

MarkdownからPDFを生成する。md-to-pdf（Puppeteer）を使用。GitHub風スタイル、日本語・カラー絵文字対応。

Build new MCP Apps (MCP servers with React UI output) using @modelcontextprotocol/ext-apps and the MCP SDK. Use when asked to scaffold or implement MCP App servers, add UI-rendering tools/resources, or migrate a standard MCP server to an MCP App with Vite single-file UI bundles.

Rule-based trading algorithm using Ichimoku (1H bias), Bollinger

市场分析服务 | Market Analysis Service. 企业市场趋势分析 | Enterprise market trend analysis. 竞品分析 | Competitor analysis. 用户行为洞察 | User behavior insights. 触发词：市场分析、竞品分析、market analysis、趋势.

Track daily caloric intake by sending food photos. Luna analyzes images using vision AI, estimates calories and macros, and stores everything in memory for daily/weekly summaries.

彩票智能分析助手，支持双色球（SSQ）和大乐透（DLT）的深度数据分析、趋势预测和智能推荐。适用于：历史开奖数据统计分析、热号冷号追踪、奇偶和值走势、连号模式识别、智能号码推荐（单注/复式）、7+2/6+2复式方案生成。当用户需要分析彩票数据、生成推荐号码或查看号码热度排名时激活。

LoRA fine-tuning pipeline for Stable Diffusion on Apple Silicon — dataset prep, training, evaluation with LLM-as-judge scoring. Use when fine-tuning image generation models for consistent style, custom characters, or domain-specific visuals. Requires Python with torch and diffusers.

"Longevity tracker dashboard: NMN/senolytics/Yamanaka stacks,