Exit Survey Theme Analyzer

Q: What is a Claude Code skill and how does the Exit Survey Theme Analyzer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Exit Survey Theme Analyzer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: frontend · Last updated: 2026-06-03

Analisa comentários abertos de entrevistas de desligamento e pesquisas de engajamento (open-ends) extraindo temas, sentimento e sinais. A extração de temas é feita pelo agente (LLM); o script apenas renderiza um relatório HTML a partir de um JSON de temas. Produz temas rankeados por frequência, sentimento (negativo/neutro/positivo), citações anonimizadas representativas, cruzamentos por segmento e flag de temas em alta negativa. Privacidade: citações anonimizadas, células de segmento com menos de 3 comentários suprimidas. Dual-mode: works in Claude Code (agent extrai temas + Python script renderiza HTML) AND Claude Cowork (agent extrai temas + markdown output, plus a self-contained HTML artifact when artifacts are available). Trigger em "analisar comentários de pesquisa", "temas de exit interview", "análise qualitativa de feedback", "open-ends de engajamento", "exit survey themes", "o que os comentários dizem". Mantida pela Comp.

What this skill does

Exit Survey Theme Analyzer is a community-contributed Claude Code skill in the frontend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/exit-survey-theme-analyzer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Exit Survey Theme Analyzer Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/exit-survey-theme-analyzer
curl -L https://claudskills.com/skills/exit-survey-theme-analyzer/SKILL.md \
  -o ~/.claude/skills/exit-survey-theme-analyzer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/exit-survey-theme-analyzer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/exit-survey-theme-analyzer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\exit-survey-theme-analyzer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Exit Survey Theme Analyzer Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/exit-survey-theme-analyzer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Exit Survey Theme Analyzer skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Exit Survey Theme Analyzer skill?

Use Exit Survey Theme Analyzer when your Claude Code task falls under the Engineering category — specifically in the frontend area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Exit Survey Theme Analyzer" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Exit Survey Theme Analyzer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Exit Survey Theme Analyzer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/trycomp-io/comp-skills/blob/HEAD/skills/exit-survey-theme-analyzer/SKILL.md
License: MIT
Author: trycomp-io

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

trycomp-io. (2026). Exit Survey Theme Analyzer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/exit-survey-theme-analyzer/

BibTeX

@misc{exit-survey-theme-analyzer-2026,
  author    = {trycomp-io},
  title     = {Exit Survey Theme Analyzer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/exit-survey-theme-analyzer/}
}

Embed this skill

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Badge

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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