synthesize-research
Consolidates and summarizes research materials.
Install
mkdir -p .claude/skills/synthesize-research && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/13561" && unzip -o skill.zip -d .claude/skills/synthesize-research && rm skill.zipInstalls to .claude/skills/synthesize-research
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Transforms scattered research notes into a coherent, structured findings document. Consolidates dispersed research, identifies themes, surfaces contradictions, and highlights gaps. Use when you need to synthesize research, summarize findings across multiple files, or create a synthesis document from dispersed notes.Key capabilities
- →Gather research materials from markdown files.
- →Extract explicit findings, insights, and conclusions.
- →Identify themes by grouping related findings.
- →Synthesize an executive summary and themed sections.
- →Output a structured synthesis document and execution log.
How it works
This skill transforms scattered research notes into a coherent findings document by gathering materials, extracting findings, identifying themes, and synthesizing an executive summary and themed sections.
Inputs & outputs
When to use synthesize-research
- →Summarizing research across multiple files
- →Identifying research themes
- →Creating synthesis reports
About this skill
Synthesize Research
Transform scattered research notes into coherent, structured findings documents.
When to Use
Use this skill when:
- You have research notes scattered across multiple files
- You need to consolidate findings into a single document
- You want to identify themes and patterns across research
- You need to surface contradictions or gaps in research
Quick Start
/synthesize-research /.octon/instance/capabilities/runtime/skills/resources/synthesize-research/topic/
Core Workflow
- Gather Materials - Read all markdown files in the input folder
- Extract Findings - Pull out explicit findings, insights, and conclusions
- Identify Themes - Group related findings into 3-7 themes
- Synthesize - Write executive summary and themed sections
- Output - Save synthesis document and execution log
Parameters
Parameters are defined in .octon/framework/capabilities/runtime/skills/registry.yml (single source of truth).
This skill accepts one required parameter: a folder path containing research notes (markdown files).
Output Location
Output paths are defined in .octon/framework/capabilities/runtime/skills/registry.yml (single source of truth).
Outputs are written to .octon/inputs/exploratory/syntheses/ (synthesis document) and /.octon/state/evidence/runs/skills/synthesize-research/ (execution log).
Output Format
# Research Synthesis: {{topic}}
**Generated:** {{timestamp}}
**Source:** {{input folder path}}
## Executive Summary
{{3-5 sentence overview of key findings}}
## Key Themes
### Theme 1: {{Name}}
**Insight:** {{Clear statement}}
**Evidence:**
- {{Supporting point 1}}
- {{Supporting point 2}}
**Confidence:** {{High/Medium/Low}}
## Contradictions & Resolutions
| Finding A | Finding B | Resolution |
|-----------|-----------|------------|
## Open Questions
1. {{Question that remains unanswered}}
## Sources Reviewed
- {{File 1}}
- {{File 2}}
Boundaries
- Never fabricate findings not present in source materials
- Always cite which source file supports each finding
- Do not make recommendations beyond what evidence supports
- Write only to designated output paths
- Preserve nuance—don't oversimplify complex findings
When to Escalate
- If input folder is empty or contains no
.mdfiles, report error - If research goal is unclear, ask one clarifying question
- If major contradictions cannot be resolved, flag for human review
- If findings span domains requiring specialized expertise, note limitations
References
For detailed documentation:
- I/O contract - Inputs, outputs, dependencies, command-line usage
- Behavior phases - Full phase-by-phase instructions
- Safety policies - Tool and file policies
- Examples - Full synthesis examples
- Validation - Acceptance criteria
- Error handling - Error codes, recovery procedures, troubleshooting
When not to use it
- →If the input folder is empty or contains no `.md` files.
- →If the research goal is unclear and cannot be clarified with one question.
- →If major contradictions cannot be resolved and require human review.
Limitations
- →This skill never fabricates findings not present in source materials.
- →It always cites the source file for each finding.
- →It does not make recommendations beyond what evidence supports.
How it compares
This skill provides a structured and automated way to consolidate dispersed research, identify themes, and surface contradictions, which is more efficient than manual synthesis from multiple files.
Compared to similar skills
synthesize-research side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| synthesize-research (this skill) | 0 | 2mo | Review | Intermediate |
| literature-review | 559 | 2mo | Review | Advanced |
| youtube-wisdom | 10 | 1mo | Review | Intermediate |
| read-arxiv-paper | 16 | 5mo | No flags | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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