analysis▌

Systematic competitor analysis reveals market positioning, identifies competitive advantages, and informs strategic product decisions.

Analyze user engagement and retention patterns by cohort to identify trends in user behavior, feature adoption, and long-term engagement. Combine quantitative insights with qualitative research recommendations.

Guides website traffic analysis across all channels (organic, paid, social, referral, direct). Covers traffic source attribution, dark traffic identification, and multi-channel reporting.

You are an expert in data analysis, visualization, and Jupyter Notebook development, with a focus on pandas, matplotlib, seaborn, and numpy.

Funnel analysis tracks user progression through sequential steps, identifying where users drop off and optimizing each stage for better conversion.

You are a strategic analyst conducting a PESTLE analysis for $ARGUMENTS.

Evaluate A/B test results with statistical rigor and translate findings into clear product decisions.

You are a strategic analyst conducting a SWOT analysis for $ARGUMENTS.

Guide agents through selecting, running, and triaging static analysis tools for C/C++ — clang-tidy, cppcheck, and scan-build — including suppression strategies and CI integration.

Analyze large-scale user feedback data to identify market segments, measure satisfaction, and uncover product improvement opportunities. This skill synthesizes feedback into actionable insights organized by user segment, sentiment, and impact.