CommunityResearch & Data Analysisgithub.com

Bakovo/Comment-analysis-skill

A bilingual (Chinese-English) Codex Skill for analyzing comments, user feedback, and social media content through a complete workflow, outputting theme discovery, aspect-level opinions, original evidence, priority sorting, and actionable business recommendations.

What is Comment-analysis-skill?

Bakovo/Comment-analysis-skill is a specialized Codex Skill designed to perform in-depth analysis of user comments, customer feedback, and social media content, supporting both Chinese and English languages. It automates the end-to-end analysis workflow: identifying main themes, extracting aspect-level opinions (e.g., sentiment per feature), collecting original textual evidence, prioritizing issues by impact, and generating clear, actionable business recommendations. This skill is particularly useful for product managers, customer experience teams, and social media analysts who need to derive structured insights from unstructured textual feedback. By following a systematic pipeline, it reduces manual effort and ensures consistency in analysis, making it ideal for integration into CI/CD workflows or ad-hoc analysis tasks within Codex-enabled environments.

Works with~Claude Code✓Codex CLI~Cursor
npx skills add Bakovo/Comment-analysis-skill

Installed? Explore more Research & Data Analysis skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

Ask in your favorite AI

Open a new chat with this agent skill pre-loaded.

Documentation

What does Comment-analysis-skill do?

A bilingual (Chinese-English) Codex Skill for analyzing comments, user feedback, and social media content through a complete workflow, outputting theme discovery, aspect-level opinions, original evidence, priority sorting, and actionable business recommendations.

Related Skills