Analyze customer data (transcripts, surveys, interviews) with AI while preventing the four failure modes that silently break qualitative research. Use when analyzing customer interviews, processing transcripts, making sense of survey data, extracting insights from customer calls, or working with any qualitative or mixed dataset.
Analyze customer interviews, surveys, and transcripts with AI — without the hallucinations, cherry-picking, and false confidence that corrupt most AI-assisted qualitative research.
You get one output. It reads confidently. You build your next product decision on top of it. You never see what's missing.
Run the same customer transcripts through two models and you get completely different narratives, different "evidence," and different product recommendations — at the same confidence level. The model doesn't analyze your data. It generates the most statistically likely answer, which is almost always what you already believe, formatted as insight.
| Failure Mode | What Happens Without This Skill | |-------------|--------------------------------| | Invented evidence | Model fabricates or misattributes quotes | | False/generic insights | "Customers want simplicity" — true of every product | | Signal without direction | Observations with no actionable decision | | Contradictory insights | Real tensions in your data averaged into false consensus |
npx skills add ManiClones/agent-skills --skill ai-customer-analysis
"Analyze these customer transcripts using the ai-customer-analysis skill"
"I have 12 customer interview transcripts — help me find real insights"
"What are customers actually asking for in these survey responses?"
Every insight produces 5 required fields:
No insight ships without all 5 fields.
npx skills add ManiClones/ai-customer-analysis下载完整 Skill 目录，包含 SKILL.md 及所有相关文件
Category:business