# Knowledge Synthesis Synthesis Workflow

> Sub-skill of knowledge-synthesis: Synthesis Workflow.

- Skill: `vamseeachanta/knowledge-synthesis-synthesis-workflow` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/knowledge-synthesis-synthesis-workflow`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/knowledge-synthesis-synthesis-workflow/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/knowledge-synthesis-synthesis-workflow

---


# 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]
```