synthesize-interviews

Extract themes, pain points, and recommendations from interview transcripts into Markdown reports.

12|4|Updated Mar 14, 2026
One-click install
npx skills add https://github.com/mshadmanrahman/pm-pilot --skill synthesize-interviews-mshadmanrahman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: synthesize-interviews
Source: https://github.com/mshadmanrahman/pm-pilot/tree/main/skills/pm-core/synthesize-interviews
Command: npx skills add https://github.com/mshadmanrahman/pm-pilot --skill synthesize-interviews-mshadmanrahman

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turn raw user interviews, notes, and feedback into structured themes, pain points, and recommendations. Produces both a synthesis report and a standalone pain points document. Triggers on: "synthesize interviews", "interview findings", "user research synthesis", "what did users say", "analyze feedback".

Core Features & Use Cases

  • Turn raw interview data into themes, pain points, and recommendations.
  • Produce both a synthesis report and a standalone pain points document.
  • Triggers on: "synthesize interviews", "interview findings", "user research synthesis", "what did users say", "analyze feedback"

Quick Start

Paste your transcripts or point to your files, and say synthesize interviews.

Frequently Asked Questions about synthesize-interviews

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I synthesize user research interviews into themes and pain points?

You can synthesize user interviews by providing raw transcripts, notes, and feedback to extract structured themes, pain points, and actionable recommendations. This generates a Markdown synthesis report and a separate pain points document with labeled quotes and evidence provenance.

What is the best way to analyze multiple interview transcripts for user pain points?

The best way to analyze multiple interview transcripts is to process them together to generate a standalone pain points document. This approach clearly labels extracted themes and quotes while maintaining evidence provenance directly from the provided interview inputs.

Can I use raw notes and feedback to generate a user research synthesis report?

Yes, you can use raw notes and feedback to generate a user research synthesis report. The synthesis process accepts these unstructured inputs and converts them into structured Markdown outputs, highlighting actionable recommendations and core themes.

Does interview synthesis require external tools or dependencies to process transcripts?

No, interview synthesis requires no external tools or dependencies to process transcripts. It operates solely on the provided inputs, such as interview notes and transcripts, to output structured Markdown themes and pain points directly.

How are quotes and evidence provenance handled when analyzing user feedback?

When analyzing user feedback, quotes and evidence provenance are preserved by clearly labeling them within the Markdown output. This ensures that every extracted theme and pain point in the synthesis report traces directly back to the original transcript.

When should I avoid automating interview findings extraction?

You should avoid automating interview findings extraction if your raw data lacks sufficient text detail or context. Since the process relies entirely on provided inputs without external tools, incomplete notes may yield fragmented themes and pain points in the final Markdown report.