research-synthesize
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
Profile →npx skills add ruvnet/ruflo --skill research-synthesize --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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-
- When to use
- Steps
- Output format
What does the research-synthesize skill do?
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
How do I install it?
Run `npx skills add ruvnet/ruflo --skill research-synthesize --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ruvnet/ruflo, a repository with 67,015 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.