Insight Synthesizer

Synthesizes findings from multiple sources into actionable insights. Use for: synthesize, key takeaways, summarize findings, insight report.

Stijnman Updated

File contents

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.

Stijnman/grok-custom-skills/tree/main/.grok/skills/insight-synthesizer commit e990cf705d

Frequently asked questions

npx skillmds@latest add stijnman/insight-synthesizer