Response Analysis
Score user-research responses on sentiment, pain, and excitement with quote-backed evidence. Use this whenever the user wants to analyse interview answers, survey responses, support tickets, sales-call transcripts, customer feedback, or any qualitative response on the three dimensions of sentiment, pain level, and excitement about a solution. Trigger on phrases like "analyse this response", "score this interview", "how does this customer feel", "rate the pain level", "extract sentiment", or when the user pastes a transcript and asks for structured emotional/attitudinal analysis. Use even if only one of the three dimensions is mentioned by name.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
Score qualitative responses on three dimensions, each backed by direct quotes from the source. Built for user research, customer interviews, and feedback triage where evidence-backed scoring matters more than vibes.
What this skill does
Response Analysis is a community-contributed Claude Code skill in the deal-management sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/response-analysis/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Response Analysis Claude Code skill is built for sales development reps, account executives, revenue operations teams, and customer success managers. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 185,000+ 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/response-analysis
curl -L https://claudskills.com/skills/response-analysis/SKILL.md \
-o ~/.claude/skills/response-analysis/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/response-analysis/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/response-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\response-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 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.
Frequently asked questions
How do I install the Response Analysis Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/response-analysis/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Response Analysis skill do?
Score user-research responses on sentiment, pain, and excitement with quote-backed evidence. Use this whenever the user wants to analyse interview answers, survey responses, support tickets, sales-call transcripts, customer feedback, or any qualitative response on the three dimensions of sentiment, pain level, and excitement about a solution. Trigger on phrases like "analyse this response", "score this interview", "how does this customer feel", "rate the pain level", "extract sentiment", or when the user pastes a transcript and asks for structured emotional/attitudinal analysis. Use even if only one of the three dimensions is mentioned by name.
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 Response Analysis skill?
Use Response Analysis when your Claude Code task falls under the Sales category — specifically in the deal management 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 Response Analysis" or describe the task and let Claude pick). Browse related skills at
/category/sales/.
What is a Claude Code skill and how does the Response Analysis 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. Response Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Sales category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
birdsigh. (2026). Response Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/response-analysis/
BibTeX
@misc{response-analysis-2026,
author = {birdsigh},
title = {Response Analysis [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/response-analysis/}
}
Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/response-analysis/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/response-analysis.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/response-analysis.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Response Analysis"></iframe>
Security scan
Grade A · scanned 2026-08-14 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/response-analysis/#security)
More Sales skills
Browse all Sales skills in the ClaudSkills registry, or explore these other picks from the same category:
Part of Acreator Store — Adam Lankamer's AI tools:
PerfectStudio ·
Ucaption ·
UTagger ·
AutoXPoster ·
TestYourSkills ·
AutomationFlows ·
Au Naturel ·
Telegram @acreatorstore