Insight Synthesiser with AI

# Insight Synthesiser — SoloStack Skill File
> Drop this file into your SoloStack repo and Claude Code will use it as
> context to run this workflow automatically.
---
## Overview
Turn scattered customer quotes into strategic insights with patterns, themes, confidence ratings, and recommended actions. Lighter and faster than full multi-source synthesis.
## Capabilities
1. **Top 3-5 headline insights** — Forces synthesis down to a small set of decision-relevant insights. Each backed by evidence count, not vibes.
2. **Quote tagging and clustering** — Every quote tagged by topic, sentiment, persona match, and strength. Clusters surface patterns automatically.
3. **Confidence ratings** — Strong / medium / weak per insight based on quote volume and consistency. Honest about what needs more validation.
4. **Surprises and contradictions** — Pulls out the things you didn't expect to hear (often the headline) and the places quotes disagree (usually two segments).
5. **Recommended action per insight** — Each insight paired with a product / marketing / sales / research action. Stops insights dying in a memo nobody acts on.
6. **Open questions list** — The follow-up research the synthesis surfaced, so the next discovery round has a head start.
## Pipeline
## Use Cases
- **Post-sprint synthesis:** You ran a discovery sprint, collected 10 interviews, and need 3 headline insights for the Friday stakeholder readout.
- **Sales-call quote pile:** Your AE has 50 call notes in Notion. Find the pattern, surface what marketing and product should know.
- **Support ticket review:** Last quarter's support tickets reveal a pattern nobody noticed. Synthesise them to surface what should change in the product.
- **Survey free-text analysis:** 200 survey free-text responses, no time to read them all. Tag and cluster to surface the 3 things people are actually saying.
## Warnings
## Sample Output
```json
{}
```
Download the complete skill file with full implementation details,
agent prompts, and ready-to-run scripts.