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research-synthesize

Turn research findings stored in memory into structured reports with evidence ratings, source references, and practical recommendations. Compare conflicting claims, identify unresolved questions, and explain limitations so accumulated research can support decisions and next steps.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations

ruvnet/ruflo
설치 방법 보기

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  • Combine findings from several research sessions
  • Compare conflicting claims and their supporting evidence
  • Prepare a research brief with recommended next steps
  • Save a synthesis for future reference

포함된 파일(1)

  • SKILL.md2.8 KB

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Research Synthesize

Synthesize accumulated research findings into actionable reports.

When to use

After running deep-research (one or multiple times), when you need to pull together findings from memory into a coherent synthesis with recommendations.

Steps

  1. Gather findings — search across research namespaces:
    • mcp__plugin_ruflo-core_ruflo__memory_search namespace research for raw findings
    • mcp__plugin_ruflo-core_ruflo__memory_search namespace research-sources for references
    • mcp__plugin_ruflo-core_ruflo__agentdb_pattern-search for discovered patterns
    • mcp__plugin_ruflo-core_ruflo__agentdb_context-synthesize for AI-assisted context building
  2. Grade evidence — for each finding, assess:
    • High: Multiple independent sources agree, directly observed, reproducible
    • Medium: Single credible source, indirectly supported, plausible
    • Low: Anecdotal, single unverified source, speculative
  3. Resolve contradictions — when findings conflict:
    • Identify the specific claim in tension
    • Compare evidence quality
    • Check recency (newer data may supersede)
    • Note unresolved contradictions explicitly
  4. Predict relevance — call mcp__plugin_ruflo-core_ruflo__neural_predict to score which findings are most relevant to the original goal
  5. Structure report:
    • Executive summary (2-3 sentences answering the original question)
    • Key findings (ranked by evidence quality)
    • Methodology (what sources were checked)
    • Limitations (what wasn't checked, what remains uncertain)
    • Recommendations (concrete next actions)
    • References (source links and memory keys)
  6. Store synthesis — call mcp__plugin_ruflo-core_ruflo__memory_store namespace research-synthesis with the full report

Output format

# [Research Topic] — Synthesis Report

## Summary
[2-3 sentence answer]

## Key Findings
1. [Finding] — Evidence: High/Medium/Low
2. [Finding] — Evidence: High/Medium/Low

## Contradictions
- [Claim A] vs [Claim B]: [resolution or "unresolved"]

## Recommendations
1. [Action] — because [reasoning]

## Sources
- [key]: [description]

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