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