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#2377 Overall#226 in ResearchVerified SKILL.md

Sentiment Analysis

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns.

Claude CodeCodexSKILL.md
—ClawHub downloads
—ClawHub active installs
25.5KGitHub repository stars
—Momentum rank

What It Does

Sentiment Analysis packages a focused browser & research workflow for an AI agent. Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Popular Use Cases

  • Research a topic across public sources
  • Collect structured information from web pages
  • Navigate a browser-driven workflow
  • Summarize findings with source links

Install this Agent Skill

Claude Code

npx skills add https://github.com/phuryn/pm-skills --skill sentiment-analysis

Commands derived from the public GitHub SKILL.md record. Checked 2026-10-18. Review the source before running them.

Requirements

Claude CodeRequired / review
CodexRequired / review
Public SKILL.md sourceRequired / review
Review instructions and requested permissions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Why It’s Popular

Sentiment Analysis is a verified Agent Skill from phuryn with a public SKILL.md, compatible with Claude Code, Codex.

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