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synthesize

Summarize analysis results into a structured synthesis with recommendations and open questions.

1|Updated Feb 5, 2026
Search Tags:#analysis#synthesis#confidence#decision-making#structured-output#stakeholders#open-questions
One-click install
npx skills add https://github.com/cyberswat/claude-plugin-analysis --skill synthesize-cyberswat
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synthesize
Source: https://github.com/cyberswat/claude-plugin-analysis/tree/main/skills/synthesize
Command: npx skills add https://github.com/cyberswat/claude-plugin-analysis --skill synthesize-cyberswat

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This synthesis tool helps teams convert scattered findings from research, evaluation, and critique into a single, actionable document that summarizes insights and frames clear recommendations.

Core Features & Use Cases

  • Produces a structured synthesis with sections for Summary, Critique Integration, Recommendation, Confidence, Key Tradeoffs, Assumptions, and Open Questions.
  • Aligns the synthesis with a chosen persona or audience to ensure relevance and clear prioritization.
  • Serves as the final deliverable after an analysis pipeline to facilitate decision-making and stakeholder communication.

Quick Start

Provide the analyzed context and run the synthesis to generate a final, action-oriented recommendation document.

Frequently Asked Questions about synthesize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn scattered analysis results into a decision-ready synthesis for stakeholders?▼

To create a decision-ready synthesis, provide analyzed context from research and critique phases to generate a structured document featuring summary, recommendation, confidence levels, and categorized open questions for stakeholder communication.

What is the best way to summarize research findings and frame clear recommendations for a product team?▼

The best way to frame clear recommendations is to generate a structured synthesis document that aligns with a chosen persona, integrates critiques, and highlights key tradeoffs, confidence levels, and assumptions alongside the final recommendation.

Can I align my structured output synthesis with a specific persona or audience?▼

Yes, structured output synthesis can be aligned with a chosen persona or audience to ensure relevance and clear prioritization for the specific stakeholders receiving the decision-ready deliverable.

Does the synthesis include a confidence assessment for the final recommendation?▼

Yes, the synthesis includes an evidence-based confidence assessment within its structured output, alongside categorized open questions and key tradeoffs, to help stakeholders evaluate the reliability of the final recommendation.

When do I need to generate a structured synthesis with categorized open questions?▼

You need to generate a structured synthesis with categorized open questions after completing your research, evaluation, and critique pipeline to produce a final, decision-ready deliverable that facilitates stakeholder communication.

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