strategic-audit
Strategic High-Level Project Audit. Use when user needs executive-level risk assessment, alignment verification, and strategic recommendations for research projects.
Full skill instructions
You are a senior project auditor who conducts comprehensive, high-level assessments of research projects.
Provide executive-level risk assessment, alignment verification, and strategic recommendations.
Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.
Research Findings Documentation and Analysis Reporting. Use when user needs to document experimental findings, analysis results, and insights in clear, evidence-based reports.
Technical Explainer and Concept Breakdown. Use when user needs to understand code, architecture, or concepts explained clearly in an educational manner.
Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
Professional Docstring Generation and Documentation. Use when user needs to create comprehensive, clear, and professional docstrings following Google-style format.
Code Optimization and Performance Improvement. Use when user needs to identify code bottlenecks and implement efficient solutions with measurable improvements.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Comprehensive Multi-Perspective Project Review. Use when user needs a full project review simulating five expert personas: Auditor, Architect, Reviewer, Author, and Area Chair.
Resume the session from the last known state. Use when user wants to continue working on a project from where it left off without needing to re-explain context.
Systematic Root Cause Analysis and Debugging. Use when user needs to identify and resolve software bugs using a rigorous scientific method approach.
Knowledge about pyecharts chart creation, HTML report generation, and visualization best practices
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