ruvnet/ruflo1 file

Research Synthesize

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

Specification
Skill ID
ruvnet/ruflo/research-synthesize
Publisher
ruvnet
Repository
ruflo
Installs
0
Files
1
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

ruvnet/ruflo/research-synthesizeInstalls these files
  • SKILL.md

What this skill tells the agent

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
  1. 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
  1. Resolve contradictions — when findings conflict:
  • Identify the specific claim in tension
  • Compare evidence quality
  • Check recency (newer data may supersede)
  • Note unresolved contradictions explicitly
  1. Predict relevance — call mcp__plugin_ruflo-core_ruflo__neural_predict to score which findings are most relevant to the original goal
  2. 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)
  1. 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]

Use this skill in a project

Open any RiverX project, search the Skills panel for ruvnet/ruflo/research-synthesize, and install it in one click.

Use this skill