GitHub
data-analysis
Analyze and interpret data to generate meaningful insights using statistical methods and visualization. Use when working with datasets, metrics, statistics, or when insights from data are needed.
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tools data analysis AI Skills
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GitHub
database-optimizer
Analyze and improve database performance through safe, measurable query, index, and configuration optimizations.
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GitHub
31-analyze-think-150
[31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, planning, reviewing, or anytime you need...
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GitHub
debug-investigator
Investigation Analyst persona for systematic troubleshooting and debugging. ACTIVATE when messages contain debug, investigate, troubleshoot, analyze, diagnose, error, bug, root-cause, RCA, trace, or inspect key...
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GitHub
nfl-analysis
Guide statistical analysis of NFL data using nflreadpy MCP tools. Use when analyzing real NFL statistics for research, validation, or comparison.
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GitHub
claude-codex-gemini-consensus
Comprehensive multi-AI consensus workflow for: 1. CODE REVIEW - Clinical/technical review following SOP with TODO.md/IDEAS.md tracking 2. ANALYSIS PLANNING - Statistical/bioinformatic analysis plans saved to an...
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GitHub
ux-researcher-designer
UX research and design toolkit for user-centered design, including persona generation, journey mapping, usability testing, and research synthesis. Trigger: When conducting user research, creating personas, mapp...
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GitHub
polars
Expert guidance for Polars dataframe manipulation in Python. Use this skill when working with dataframes, data processing, ETL pipelines, or any task involving tabular data manipulation. Provides best practices...
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GitHub
data-visualization
Build mathematically correct, visually prominent data visualizations for time-series charts. Use this skill when creating charts with mathematical overlays (trendlines, patterns, indicators), fixing visual arti...
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GitHub
performance-analyzer
Automatically analyze performance issues when user mentions slow pages, performance problems, or optimization needs. Performs focused performance checks on specific code, queries, or components. Invoke when use...
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GitHub
grafana-http-api
Comprehensive skill for interacting with Grafana's HTTP API to manage dashboards, data sources, folders, alerting, annotations, users, teams, and organizations. Use when Claude needs to (1) Create, read, update...
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GitHub
weekly-review
사용자의 주간 학습 기록(마크다운 파일들)을 분석하여 통계 및 복습용 자료를 생성할 때 사용한다.
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GitHub
visx
Build data visualizations with visx (React + D3). Use for charts, graphs, and interactive data exploration.
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GitHub
data-analysis
AI-powered data analysis for Empathy Ledger - themes, quotes, story suggestions, transcript analysis.
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GitHub
supabase
Navigate Supabase database tables, relationships, and query patterns. Schema reference for Empathy Ledger.
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GitHub
quantization-evaluation-pipeline
Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when eval...
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GitHub
template-system
HTML infographic templates. Use when creating carousel slides or infographics.
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GitHub
visualize-architecture
Generates ASCII-based architecture, data flow, or call graph diagrams for software projects. Use this when the user asks to "visualize", "draw", or "show the relationship" between code modules, especially in a...
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GitHub
data-analysis
Analyze datasets using pandas, generate reports, and create visualizations
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GitHub
analysis
Symmetry analysis, Lyapunov exponent chaos detection, and period detection APIs. Use when analyzing CA states, detecting patterns, measuring stability, or classifying dynamic behavior.
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GitHub
bias-assessment
Evaluate AI systems for fairness using demographic parity, equalized odds, and bias detection techniques with mitigation strategies.
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GitHub
explainability-planning
Plan explainable AI (XAI) requirements including SHAP, LIME, attention visualization, and regulatory explainability needs.
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GitHub
k8s-observability
VictoriaMetrics + Loki + Grafana. Light or full mode.
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GitHub
visualization-creator
Create new visualizations for the IWAC Dashboard. Use this skill when: - Adding a new chart, graph, map, or data visualization - Creating Python data generation scripts for new visualizations - Building reusabl...
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