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Feedback Analysis

Agent skill
1 skill

Turns a large volume of customer feedback (support tickets, app-store reviews, NPS verbatims, survey free-text) into ranked themes with sentiment, volume, and trend-over-time. Use when you have hundreds or thousands of comments and need to know "what are people complaining about," "what changed since last quarter," or "which theme should we fix first." The quant/at-scale complement to interview-depth synthesis.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Turns a large volume of customer feedback (support tickets, app-store reviews, NPS verbatims, survey free-text) into ranked themes with sentiment, volume, and trend-over-time. Use when you have hundreds or thousands of comments and need to know "what are people complaining about," "what changed since last quarter," or "which theme should we fix first." The quant/at-scale complement to interview-depth synthesis.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 7bb28bdcad640ef98ed80cc859b86176d3fa2ddb3a11622114e12253d931eb7b

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Feedback Analysis | Agent Skills Atlas