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synthesize-research

Synthesize qualitative research notes into thematic findings with verbatim quotes and JTBD statements.

6|Updated Feb 19, 2026
Search Tags:#research#data-analysis#themes#jobs-to-be-done#synthesize#quotes#qualitative
One-click install
npx skills add https://github.com/GeneralJerel/chalk-skills --skill synthesize-research-generaljerel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synthesize-research
Source: https://github.com/GeneralJerel/chalk-skills/tree/main/skills/synthesize-research
Command: npx skills add https://github.com/GeneralJerel/chalk-skills --skill synthesize-research-generaljerel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Synthesize interview notes, feedback, and transcripts into thematically organized research findings with JTBD statements that support analysis and decision-making.

Core Features & Use Cases

  • Thematic clustering: extract themes from multiple sources, with verbatim quotes and context.
  • JTBD generation: derive Jobs-to-be-Done statements linked to underlying themes.
  • Contradiction detection: surface conflicting narratives across sources with source attributions.
  • Synthesis results: produce structured reports ready for product docs and roadmaps.

Quick Start

Process a folder of interview notes and feedback to generate a structured synthesis with themes, verbatim quotes, and JTBD statements.

Frequently Asked Questions about synthesize-research

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

FAQPage Schema
How do I synthesize qualitative research notes into themes?▼

To synthesize qualitative research notes, this Skill extracts themes from multiple sources, clusters them with verbatim quotes and context, and flags any contradictions across the data.

Can I generate Jobs-to-be-Done statements from interview transcripts?▼

Yes, you can generate Jobs-to-be-Done statements from interview transcripts. The Skill derives JTBD statements directly from your qualitative data and links them to underlying themes.

What is the best way to extract verbatim quotes from user feedback?▼

The best way to extract verbatim quotes from user feedback is using thematic clustering. This process organizes feedback into cohesive findings, ensuring each theme links directly to supporting quotes and source metadata.

Does qualitative data analysis detect contradictions in support transcripts?▼

Yes, qualitative data analysis with this Skill detects contradictions in support transcripts. It surfaces conflicting narratives across sources and provides source attributions for full transparency.

How do I prepare qualitative survey data for product roadmap synthesis?▼

To prepare qualitative survey data for product roadmap synthesis, process the feedback to produce a structured report. The synthesis includes theme frequency, confidence levels, and JTBD statements for decision-making.

When should I not use automated thematic clustering for research?▼

You should not use automated thematic clustering when your qualitative data lacks sufficient detail for contradiction detection or when sources lack the context needed to generate accurate JTBD statements.

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