Story-first Plotly workflow for turning a dataset into a polished interactive visualization with local review artifacts. Use this skill when the user wants a concise, intuitive chart with a clear takeaway, plus final index.html and preview.html, without website publishing work.
Write and execute IBM SPSS Statistics syntax following SPSS conventions and run SPSS MCP analyses defensively. Use when the user asks to run statistical analysis (frequencies, descriptives, regression, t-test, ANOVA, correlations, factor analysis, crosstabs, MDS/PROXSCAL, clustering, survival, mixed models, etc.)…
Use when asked to analyze codescout tool usage, check for error patterns, audit tool health, generate a usage report, spot anti-patterns, or clear usage statistics to start fresh.
Use when the user wants a complete SPSS or SPSS-MCP empirical research workflow: organize source data, prepare datasets, design variables and models, run SPSS analyses, export Chinese result paragraphs and tables, write a Chinese LaTeX paper, and compile the final PDF.
Plan paid campaigns, research ad angles, write ad copy, report and diagnose account performance, check conversion tracking, and carry out supported account changes within the user's authorization.
Build an autonomous experimentation pipeline for any business metric using Karpathy's autoresearch pattern. Use when user wants to optimize a metric continuously, set up automated experimentation, or apply autoresearch to their business.
Generate visual charts, diagrams, and interactive widgets in the style of Claude's artifact system. Produces clean, flat, professional outputs — either standalone SVG files or self-contained HTML pages — with a 9-color ramp palette, proper typography, and light/dark mode support. Use this skill whenever the user asks…
Design rigorous A/B test plans with hypothesis, sample size calculation, Minimum Detectable Effect (MDE), randomization strategy, and decision rules. Includes guardrail metrics and rollout playbook. Use when planning product experiments, conversion optimization, or data-driven feature decisions.
A Chinese-language assistant for CUMCM and similar mathematical modelling competitions, where teams use data and mathematics to solve real-world problems.
Inspect Parquet file metadata with the iParq CLI, including compression, encodings, physical and logical types, row groups, sort order, statistics, geospatial statistics, dictionary pages, page indexes, page locations, Bloom filters, and storage sizes. Use when an agent needs to explain how one or more .parquet files…
Modern tidyverse patterns, style guide, and migration guidance for R development. Use this skill when writing R code, reviewing tidyverse code, updating legacy R code, or enforcing consistent style. Covers native pipe usage, joinby() syntax, .by grouping, pick/across/reframe, filterout/whenany/whenall…
Perform structured data exploration and analysis using notebook execution. Use this skill when working with datasets retrieved from databases, data lakes, or files and you need to understand their structure, investigate patterns, and produce defensible analytical findings. The objective is to progressively explore the…
Load when reflecting on AI collaboration quality or tracking growth over time. Analyzes session history to surface how deeply you think with AI tools and whether your orchestration sophistication matches your cognitive depth. Provides actionable nudges to push toward more strategic work.
A set of instructions for controlling LiteLLM usage and spending. It covers virtual keys, which can identify users or applications, along with budgets, limits, and request labels.
Triage Elastic Security Attack Discovery findings — fetch correlated attack narratives, assess confidence with entity risk and rule frequency signals, and present an interactive triage dashboard for approval, case creation, and acknowledgment. Use when triaging attack discoveries, reviewing correlated attacks…
A tool for analysing Chinese mainland stocks, market sectors, the wider economy, daily market activity, and ETF options. ETFs are funds traded like shares, and options are contracts linked to an asset's price.
Full Sentry SDK setup for React Native and Expo. Use when asked to "add Sentry to React Native", "install @sentry/react-native", "setup Sentry in Expo", or configure error monitoring, tracing, profiling, session replay, or logging for React Native applications. Supports Expo managed, Expo bare, and vanilla React…
A Chinese-language analysis tool for futures markets, where contracts set terms for buying or selling an asset later. It uses Pandadata's DeepView interface to examine positions, money flows, inventories, prices, and related contracts.
A tool that turns legal analysis into a structured risk report with four visual views: a radar chart, risk matrix, impact path diagram, and decision tree. These show risks, their likelihood and severity, how they spread, and possible decisions.
Export the current Gephi map as a clean PNG, labeled PNG, and SVG after checking that it is laid out, styled, and visually valid. Use for publication-ready map export and caption handoff.
Generate explainable China Sports Lottery football predictions with event-time snapshots, T-24h/T-6h/T-90m/closing model horizons, separate directional and value states, strict reference/target market isolation, sourced pre-match intelligence, hierarchical Dixon-Coles probabilities, multi-window model validation…
Design, estimate, validate, and write up a difference-in-differences analysis, using the post-2018 heterogeneity-robust toolkit with an explicit statement of which parallel-trends assumption is imposed. TRIGGER on "difference-in-differences", "DiD", "TWFE", "event study", "staggered adoption", "staggered rollout"…
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