review-analysisAnalyze customer reviews, complaints, and feedback to find repeat patterns, likely root causes, and action priorities. Use when teams need to cluster complai...
Install via ClawdBot CLI:
clawdbot install Leooooooow/review-analysisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Analyze customer reviews from an online marketplace to identify recurring complaints about product defects, shipping delays, or mismatched expectations. This helps prioritize quality control improvements, adjust product descriptions, and reduce return rates.
Process app store reviews and user feedback to detect common issues like bugs, feature requests, or usability problems. This enables targeted updates, enhances user satisfaction, and informs the product roadmap.
Examine guest reviews and support tickets from hotels or restaurants to uncover patterns in service failures, cleanliness issues, or booking errors. This supports operational adjustments and staff training to improve guest experiences.
Analyze support complaints and refund requests for a software service to identify frequent technical glitches, billing disputes, or feature gaps. This aids in resolving high-priority issues and refining service offerings.
Use the skill to analyze user feedback and churn reasons, helping retain customers by addressing common pain points. This can reduce churn rates and increase lifetime value through iterative product improvements.
Apply the skill to seller and buyer reviews to identify trust issues, shipping problems, or product quality concerns. This enhances platform credibility, reduces disputes, and boosts transaction volumes.
Leverage the skill to analyze product reviews and return notes, pinpointing manufacturing flaws or delivery issues. This optimizes inventory management, reduces refunds, and improves customer loyalty.
💬 Integration Tip
Integrate this skill with CRM or support ticket systems to automate feedback analysis and generate real-time reports for decision-making.
Scored May 11, 2026
Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) yo...
Generates a structured report HTML based on a specific template. Invoke when user wants to create a report, slide, or summary card from raw content.
Data visualization, report generation, SQL queries, and spreadsheet automation. Transform your AI agent into a data-savvy analyst that turns raw data into actionable insights.
Automates CSV/Excel data cleaning, statistical analysis, trend detection, anomaly identification, visualization, and report generation.
Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and story...
Build custom dashboards from any data source with local hosting and visual QA loops.