Analytics
Data analysis and visualization
wechat-daily-report
by leonense22
微信群聊天记录日报图片生成工具。分析微信群聊天记录，结合 AI 生成内容，最终输出为手机端分辨率的日报长图（PNG）。
capability-mapping
by melodic-software
Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.
executive-reporting-maestro
by famaoai-creator
Output file path (JSON or .md)
designing-data-visualizations
by sumik5
Comprehensive data visualization principles covering chart type selection, color scales, design best practices, and data storytelling. Use when creating charts, dashboards, or any visual data representation. For UI/UX design principles, use applying-design-guidelines instead. For technical diagrams (flowcharts, architecture), use mermaid-diagrams instead.
retrospective-master
by hexbee
"Professional retrospective coach based on the GRAI model (Goal-Result-Analysis-Insight) to guide users through structured retrospectives. Transform experiences into lessons, and lessons into capabilities. Use when: (1) Systematic review needed after project/event completion, (2) Learning from failures, (3) Summarizing and replicating success experiences, (4) Creating improvement action plans."
dependency-grapher
by famaoai-creator
Generate dependency graphs (Mermaid/DOT) from project files.
code-hygiene
by ggwicz
Reviews source code for structural quality violations and code smells across any programming language. Produces a read-only findings report with concrete refactoring suggestions. Activates on code review, code audit, code quality check, code smells, "clean this up," "make this more maintainable," or "reduce complexity."
referee-report
by pascalamiet
Structured workflow for writing peer review reports for academic economics journals. Use when: asked to review a paper, write a referee report, evaluate a submission, or provide structured feedback on academic work.
budget-variance-tracker
by famaoai-creator
Compares actual spend and revenue against forecasts. Provides variance analysis and corrective insights to ensure financial discipline.
complexity-reduce
by manastalukdar
Reduce cyclomatic complexity with targeted refactoring strategies
evo-executing-plans
by rockcookies
Use when you have a written implementation plan to execute in a separate session with review checkpoints
clinical-decision-support
by Victory-Hugo
"用于制药和临床研究环境中生成专业临床决策支持（CDS）文档，包括患者队列分析（基于生物标志物分层并结合结局分析）以及治疗推荐报告（基于循证指南并包含决策算法）。支持 GRADE 证据分级、统计分析（如风险比、 生存曲线、瀑布图）、生物标志物整合以及监管合规要求。输出为可发表级别的 LaTeX/PDF 格式，针对药物开发、临床研究和证据综合进行了优化。"
authoring-skills
by sumik5
Creates effective Claude Code Skills with proper structure, naming, and evaluation. Use when creating new skills, converting source material (Markdown/PDF/EPUB/URL/multiple files/folders) into skills, or reviewing skill usage analytics. Covers naming conventions, progressive disclosure, multi-file grouping, source conversion, and lifecycle management.
finance-manager
by auldsyababua
Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommendations. Use when users need to analyze spending patterns, track budgets, visualize financial data, extract transactions from PDFs, calculate savings rates, identify spending trends, generate financial reports, or receive personalized budget recommendations. Triggers include requests like "analyze my finances", "track my spending", "create a financial report", "extract transactions from PDF", "visualize my budget", "where is my money going", "financial insights", "spending breakdown", or any finance-related analysis tasks.
networkx
by eyadsibai
Use when "NetworkX", "graph analysis", "network analysis", "graph algorithms", "shortest path", "centrality", "PageRank", "community detection", "social network", "knowledge graph"
skill-performance-profiler
by auldsyababua
Analyzes skill usage patterns across conversations to track token consumption, identify heavy vs. lightweight skills, measure invocation frequency, detect co-occurrence patterns, and suggest consolidation opportunities. Use when the user asks to analyze skill performance, optimize skill usage, identify token-heavy skills, find consolidation opportunities, or review skill metrics.
csv-data-visualizer
by auldsyababua
This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data profiling. It provides comprehensive tools for exploratory data analysis using Plotly for interactive visualizations.
coding-guidelines-verify
by Nymbo
"Verify changes follow nearest-scoped AGENTS.md rules: group changed files by nested scope, auto-fix formatting, run lint/tests, and report violations."
experiment-tracking
by eyadsibai
Use when "experiment tracking", "MLflow", "Weights & Biases", "wandb", "model registry", "hyperparameter logging", "ML experiments", "training metrics"
dask
by eyadsibai
Use when "Dask", "parallel computing", "distributed computing", "larger than memory", or asking about "parallel pandas", "parallel numpy", "out-of-core", "multi-file processing", "cluster computing", "lazy evaluation dataframe"
dendron
by kevinslin
do not use this skill
executing-plans
by eyadsibai
Use when you have a written implementation plan to execute in a separate session with review checkpoints
data-analyst
by auldsyababua
This skill should be used when analyzing CSV datasets, handling missing values through intelligent imputation, and creating interactive dashboards to visualize data trends. Use this skill for tasks involving data quality assessment, automated missing value detection and filling, statistical analysis, and generating Plotly Dash dashboards for exploratory data analysis.
business-analytics-reporter
by auldsyababua
This skill should be used when analyzing business sales and revenue data from CSV files to identify weak areas, generate statistical insights, and provide strategic improvement recommendations. Use when the user requests a business performance report, asks to analyze sales data, wants to identify areas of weakness, or needs recommendations on business improvement strategies.