research-synthesis

name

research-synthesis

description

Synthesize multiple research files into actionable insights through cross-referencing and pattern identification. Use when you have 3+ sources on a topic, need a literature review, consolidating notes from multiple sources, or understanding topics from multiple angles. Trigger phrases: 'synthesize these research files', 'find patterns across sources', 'consolidate these notes', 'create a literature review', 'understand by synthesizing'.

OpenClaw Integration: This skill is invoked by the Dojo Genesis plugin via /dojo run research-synthesis. The agent receives project context automatically via the before_agent_start hook. Use dojo_get_context for full state, dojo_save_artifact to persist outputs, and dojo_update_state to record phase transitions and decisions.

Research Synthesis Engine

Version: 1.0
Created: 2026-02-08
Author: Manus AI
Purpose: To turn raw research into a coherent understanding of a topic, identifying patterns, contradictions, and key recommendations.

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I. The Philosophy: From Information to Insight

This skill transforms the act of research from a process of information gathering to a process of insight generation. By systematically cataloging, cross-referencing, and synthesizing multiple sources, it uncovers patterns and contradictions that are not visible from any single source, leading to a deeper, more actionable understanding.

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II. When to Use This Skill

• When you have 3 or more research files on a single topic.
• When you need to create a literature review or a competitive analysis.
• When you want to consolidate notes from multiple meetings or interviews.
• When the planning-with-files meta-skill routes to this mode.

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III. The Workflow

This is a 5-step workflow for synthesizing multiple research files.

Step 1: File Ingestion and Cataloging

Goal: Read all uploaded research files and create a structured catalog.

1. Read Files: Use the file tool to read each uploaded file (use view for PDFs).
2. Extract Metadata: Identify author, date, and key topics for each file.
3. Create Catalog: Create an internal catalog document listing all files and their metadata.

Step 2: Cross-Referencing and Pattern Identification

Goal: Identify patterns, contradictions, and connections across all files.

1. Identify Themes: Read through the catalog to identify recurring themes.
2. Note Convergence: Where do the sources agree?
3. Note Divergence: Where do the sources disagree or contradict each other?
4. Identify Gaps: What topics are mentioned in one source but not others?
5. Create Cross-Reference Matrix: Create an internal matrix to map themes to sources.

Step 3: Synthesis Document Creation

Goal: Create a unified synthesis document that integrates findings from all files.

1. Organize by Themes: Structure the document by the themes identified in Step 2 (not by individual files).
2. Summarize Evidence: For each theme, summarize the convergent evidence and highlight contradictions.
3. Provide Key Insights: For each theme, provide a key insight that is not obvious from any single source.
4. Include Actionable Recommendations: Provide a list of concrete next steps based on the synthesis.
5. Cite Sources: Include citations to the specific files that support each claim.

Step 4: Validation and Refinement

Goal: Ensure the synthesis is accurate, complete, and actionable.

1. Review for Accuracy: Check that all claims are supported by the source files.
2. Check for Completeness: Ensure all major themes and contradictions are covered.
3. Verify Actionability: Ensure that recommendations are concrete and can be implemented.

Step 5: Delivery

Goal: Deliver the synthesis to the user with clear next steps.

1. Send Synthesis: Use the message tool to send the synthesis document as an attachment.
2. Summarize: Briefly summarize the key insights and recommendations.
3. Offer Deeper Dive: Offer to answer questions or explore specific themes in more detail.

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IV. Best Practices

• Organize by Themes, Not by Files: Synthesis requires integration, not just summarization.
• Contradictions Are Valuable: Highlight disagreements between sources—they often reveal the most interesting insights.
• Actionable Recommendations Are the Goal: A synthesis should lead to action.
• Cite Your Sources: Every claim in the synthesis should be traceable to a specific source file.

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V. Quality Checklist

• Is the synthesis organized by themes, not by individual files?
• Does the synthesis highlight both convergent evidence and contradictions?
• Does the synthesis provide actionable recommendations?
• Does the synthesis cite the source files for its claims?

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OpenClaw Tool Integration

When running inside the Dojo Genesis plugin:

1. Start by calling dojo_get_context to retrieve full project state, history, and artifacts
2. During the skill, follow the workflow steps documented above
3. Save outputs using dojo_save_artifact with the artifacts output directory
4. Update project state by calling dojo_update_state to record skill completion and any phase transitions