# Insight Synthesis

> Use to convert raw customer feedback into compelling narratives, themes, and recommendations.

- Skill: `majiayu000/insight-synthesis` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/insight-synthesis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/insight-synthesis/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/insight-synthesis

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# Insight Synthesis Framework Skill

## When to Use
- Wrapping up research studies, surveys, or ongoing feedback programs.
- Preparing executive readouts or roadmap recommendation docs.
- Aligning cross-functional stakeholders on prioritized issues/opportunities.

## Framework
1. **Signal Stacking** – layer qualitative quotes, quantitative metrics, and behavioral data for each insight.
2. **Theme Laddering** – cluster related findings into parent themes, mapping to personas and journeys.
3. **Impact Assessment** – estimate business impact (ARR, adoption, satisfaction, efficiency) and confidence level.
4. **Recommendation Crafting** – outline proposed actions, owners, and success metrics.
5. **Storytelling** – build narrative arcs with hooks, evidence, and clear calls to action.

## Templates
- Insight card (context, signal evidence, impact, recommendation).
- Executive summary outline with top themes and action table.
- Appendix structure for quotes, charts, and methodology notes.

## Tips
- Keep verbatim quotes close to stats to reinforce credibility.
- Use visual cues (heatmaps, journey overlays) to help audiences grasp patterns quickly.
- Pair with `stakeholder-ops` to ensure follow-up actions are logged and tracked.

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