Data & Analytics

Signals scout for PostHog revenue analytics. Watches for upstream failures (Stripe sync stalls, capture regressions), config drift, and goal-miss escalations.

Signals scout for observability gaps — significant event volumes with no insight, dashboard, or alert coverage. Recommends new insights, dashboards, or alerts as the product evolves.

Data processing, analysis, and visualization with Python/JavaScript. Use for data exploration, pandas operations, chart generation, and insights extraction.

Read, modify, execute, and convert Jupyter notebooks programmatically. Use when working with .ipynb files for data science workflows, including editing cells, clearing outputs, or converting to other formats.

`crowdkit.aggregation.classification.zero_based_skill.ZeroBasedSkill` | [Source code](https://github.com/Toloka/crowd-kit/blob/v1.2.1/crowdkit/aggregation/classification/zero_based_skill.py#L14) ```python ZeroBasedSkill( self, n_iter: int = 100, lr_init: float = 1.0, lr_steps_to_reduce: int = 20, lr_reduce_factor: float = 0.5, eps: float = 1e-05 ) ``` The **Zero-Based Skill** (ZBS) aggregation model performs weighted majority voting on tasks. After processing a pool of tasks, it re-estimates ...

Interpret and extract insights from data with statistical rigor. Trigger on phrases like "data analysis", "analyze this data", "statistical analysis", "interpret these results", "data insights".

**Role**: Step 8 — Generate the Mode C HTML dashboard from `analysis-result.json`. **Triggered by**: CLAUDE.md when `output_mode = "C"` after Step 7 (Analyst Agent completes analysis) **Reads**: run-local `analysis-result.json`, `references/html-template.md`, `references/color-system.md` **Writes**: `output/reports/{ticker}_C_{lang}_{YYYY-MM-DD}.html` **References**: `html-template.md`, `color-system.md`, `docs/adr/0001-mode-c-rendering-strategy.ko.md` ---

Fast context restoration after interruptions/silence (5+ minutes idle)/break/away/pause with executive summary/status update/where we left off/what was I doing/what's the status/what's done/what's next/current state/resume work/continue work/back from break/recap session/summarize progress/quick update when user returns and needs instant reorientation without scrolling through history

Expert data scientist for advanced analytics, machine learning, and

Continuous self-improvement system for Hermes Agent. Analyzes your past sessions to find recurring failures and skill gaps, then automatically creates or patches skills and runs self-evolution to fix them. Set it to run overnight and wake up to a better agent. Use /dojo to start.

四柱八字命理分析。通过交互式步骤收集出生信息（姓名、曾用名、阳历/农历生日、时辰、性别、出生地）， 排出四柱八字，参照经典命理典籍（穷通宝典、三命通会、滴天髓、渊海子平、子平真诠等）进行专业分析。 Use this skill whenever the user asks for 八字、四柱、命理、算命、Bazi、fortune telling、 birth chart analysis, or wants to know about their 八字命盘、运势、大运、流年. Triggers: "算八字", "看八字", "批八字", "排八字", "四柱", "命盘", "算命", "帮我看看八字", "我想算八字", "分析八字", "排盘", "bazi", "bazi analysis", "fortune telling", "birth chart", "算一卦", "看运势", "命运分析". 即使只是提到"算命"、"八字"而没有明确说要用skill，也应该使用此skill。

Guide for using the weather plugin — data queries, radar imagery, model maps, and meteorological calculations

**Purpose:** Animated data visualizations for medical content using Vizzu-lib. Perfect for trial results, survival curves, and medical dashboards. **Status:** ✅ Complete - Ready for use **Priority:** P1 - Fills critical gap: animated data visualizations ---

Unified visual content system for cardiology thought leadership. Automatically routes requests to the optimal tool—Fal.ai for blog imagery, Gemini for infographics, Mermaid for flowcharts/pathways, Marp for slides, Plotly for data visualization. One skill handles all visual needs within Claude Code.

Foundational knowledge for writing current PyMC models including syntax, distributions, sampling, and ArviZ diagnostics. Use when creating or reviewing PyMC models.

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or any ML-based analysis of genomic regions. Applies to BED file collections, scATAC-seq data, chromatin accessibility datasets, and region-based genomic feature learning.

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

Detect and extract hidden data embedded in images, audio, and other media

Automate network traffic analysis using tshark and pyshark for protocol

'Map advanced persistent threat (APT) group tactics, techniques, and

'Captures and analyzes network packet data using Wireshark and tshark

R shinythemes package for Shiny themes. Use for applying Bootstrap themes to Shiny apps.

R shinyjs package for JavaScript operations. Use for show/hide, enable/disable, and custom JS in Shiny.

R shinydashboard package for dashboard layouts. Use for admin-style dashboards with sidebar and boxes.