---
id: deep-research-synthesizer
name: Deep Research Synthesizer
version: 1.0.0
layer: skill
runtime: docs
author: home23
description: Turn many sources or brain outputs into one coherent synthesis with contradictions, confidence, and next actions.
category: research
keywords:
  - research
  - synthesis
  - sources
  - brain
  - contradictions
  - analysis
triggers:
  - synthesize this research
  - pull these sources together
  - what do all these findings say
  - summarize the research with contradictions
capabilities:
  - synthesize: combine many sources or research outputs into one usable answer
---

# Deep Research Synthesizer

Use this skill after evidence gathering, not before it.

## When to use

Use `deep-research-synthesizer` for:
- many-source research questions
- combining multiple COSMO brain findings
- summarizing contradictions, consensus, and uncertainty
- turning raw findings into a final answer

## Workflow

1. Check whether an existing COSMO brain already covers the topic.
2. Pull only the most relevant sources or brain slices.
3. Separate consensus from contradiction.
4. Assign confidence based on source quality, recency, and agreement.
5. End with next actions or open questions if certainty is low.

## Output

- Main answer
- Supporting evidence
- Contradictions or disagreements
- Confidence level
- Next action

## Gotchas

- Do not flatten disagreement into fake certainty.
- Do not overvalue quantity of sources over quality.
- If the evidence is thin, say so and propose the next research move.

## Examples

```text
Synthesize these COSMO findings into one answer.
Show consensus, contradictions, and confidence.
End with the next question we should research if certainty is still low.
```
