Synthesis Workflow

---
name: knowledge-synthesis-synthesis-workflow
description: 'Sub-skill of knowledge-synthesis: Synthesis Workflow.'
version: 1.0.0
category: business
type: reference
scripts_exempt: true
---

# Synthesis Workflow

## Synthesis Workflow


```
[Raw results from all sources]
          ↓
[1. Deduplicate — merge same info from different sources]
          ↓
[2. Cluster — group related results by theme/topic]
          ↓
[3. Rank — order clusters and items by relevance to query]
          ↓
[4. Assess confidence — freshness × authority × agreement]
          ↓
[5. Synthesize — produce narrative answer with attribution]
          ↓
[6. Format — choose appropriate detail level for result count]
          ↓
[Coherent answer with sources]
```