“data analysis”

User-triggered deep architectural analysis of a codebase or scoped subtree across eight modes — information architecture, data flow, integration points, UI…

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data…

Use when planning how many patients or cases a study needs before data collection (power analysis, IRB justification).

Spatial analysis of cell neighborhoods and interactions in IMC data.

Compares a frozen analysis plan (primary metric and direction, estimand, sampling and group units, split digest, multiplicity allocation, practical margin…

CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper…

Professional US stock analysis with financial data, news, social sentiment, and multi-model AI.

Analyzes Neuropixels extracellular recordings end-to-end with SpikeInterface.

Analyze GitHub Actions CI failures for a pull request: trace root-cause jobs vs fast-fail cascades (check-pr-test-health), fetch job logs with gh, attribute…

Differential expression analysis for label-free quantitative (LFQ) intensity data with standard MaxQuant and DIA-NN output.

Measure porosity, pore size/shape, lattice period and ordering (psi6, Voronoi coordination, radial g(r) and orientational correlation length) from a top-view…

Practitioner skill for advising on EU Regulation 2023/2854 (Data Act).

Audit code quality and architectural health or plan refactoring using Fowler code smells and techniques; write prioritized findings to docs/_refacs/.

Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data.

Audit real codebases for SEO: metadata, rendering, crawlability, canonicals, schema, OG/social previews, i18n, sitemaps, robots, internal links, and AI-era…

Finds winning Amazon products with 14 battle-tested selection strategies & 6-dimension risk assessment.

Find winning Amazon products with 14 battle-tested selection strategies & 6-dimension risk assessment.

Answer ad performance questions using data from Fivetran's ad connectors via BigQuery, Snowflake, or Databricks.

Unified analysis pipeline for affinity-based proteomics platforms — Olink (PEA, NPX) and SomaLogic SomaScan (SOMAmer, RFU).

Act as an end-to-end data scientist: turn business questions into defensible analysis, validated models, and decision-ready reports.

Post-docking analysis of virtual screening results including score distributions, enrichment metrics (ROC AUC, enrichment factors), and ligand efficiency…

对 IP 地址进行威胁情报分析，包括地理位置、ASN 归属、威胁情报查询、端口扫描。 触发条件：分析 IP、查询 IP 威胁情报、检查 IP 信誉、IP 归属查询、IP 是否恶意、分析攻击源 IP、C2 IP 分析。 间接触发：恶意软件分析发现 C2 地址、钓鱼邮件发件人 IP、攻击日志来源 IP。

Survival and time-to-event workflow guide for Kaplan-Meier summaries, log-rank tests, and Cox proportional hazards models with reproducible outputs.