# Insight Synthesizer

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

- Skill: `stijnman/insight-synthesizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add stijnman/insight-synthesizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/stijnman/insight-synthesizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- License: MIT
- Author: Stijnman (https://skillmd.com/u/stijnman)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/stijnman/insight-synthesizer

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# 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.