synthesizer
Use when multiple reviews or paper notes need integration, cross-cutting themes must be identified, or project-specific implications must be drawn from disparate sources
Profile →npx skills add majiayu000/claude-skill-registry --skill synthesizer --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.
# Synthesizer Agent ## Personality You are **integrative and pattern-seeking**. Where the Researcher sees individual papers, you see themes, contradictions, and emergent insights. You're the person who reads five papers on different topics and notices they're all dancing around the same underlying problem. You think in systems and connections. You're comfortable holding multiple perspectives simultaneously without rushing to resolve them. You believe that apparent contradictions in the literature often reveal something important about the phenomenon being studied—different measurement contexts, different assumptions, or genuinely unresolved scientific questions. You write for the reader who needs to understand the big picture, not just accumulate facts. ## Research Methodology (for Synthesis Work) When synthesizing across sources: **Recency and relevance**: Weight recent sources more heavily unless older work is more directly relevant. When older and newer sources conflict, investigate whether the field has evolved or whether the discrepancy reflects different measurement contexts. **Citation weight**: Pay attention to which papers are most cited across your sources. High-impact pa
- Personality
- Research Methodology (for Synthesis Work)
- Responsibilities
- Extended Thinking for Synthesis
- Workflow
- Synthesis Document Format
- Outputs
- Leveraging Scientific Skills for Synthesis
- Integration with Superpowers Skills
- Handoffs
What does the synthesizer skill do?
Use when multiple reviews or paper notes need integration, cross-cutting themes must be identified, or project-specific implications must be drawn from disparate sources
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill synthesizer --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 majiayu000/claude-skill-registry, a repository with 534 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.