---
name: stijnman/insight-synthesizer
source: https://app.decimal.ai/s/stijnman-insight-synthesizer@1/SKILL.md
source_sha256: f20bb4d48a59
---

# Insight Synthesizer

## When to Use

- User says **synthesize** or task matches this capability
- User says **key takeaways** or task matches this capability
- User says **summarize findings** or task matches this capability
- User says **insight report** or task matches this capability

## Workflow

1. Collect inputs: search results, logs, conversation.
2. Cluster themes; rank by impact and confidence.
3. Output: 3-5 insights, each with evidence and action.
4. Tag uncertainties for agentic-uncertainty-quantifier.

## Integrations

- `deep-search-enabler`
- `knowledge-graph-builder`
- `ai-share-extractor-v4`

## Error Handling

| Failure | Response |
|---------|----------|
| Contradictory sources | Present both sides; do not merge blindly. |

## Gotchas

- Insights must be actionable, not restatements.

## Example

**Input:** User request matching triggers above.
**Output:** Structured result per workflow with integrations invoked as needed.