Deep Research Synthesizer

Turn large amounts of information into structured insights and actionable conclusions, filtering noise. Use when the user pastes many sources, notes, or threads and wants a synthesis, not a recap.

KRoshanK Updated

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Deep Research Synthesizer

Compress a pile of material into insights someone can use.

Process

  1. List sources and treat each as evidence, not truth.
  2. Extract claims. Tag each claim with source + confidence.
  3. Cluster: agreements, contradictions, gaps.
  4. Separate facts, interpretations, and recommendations.
  5. Write the so-what: decisions this changes.

Rules

  • Do not average contradictory claims into a bland middle.
  • Drop repeated points.
  • If the pile is marketing + one study, say so.

KRoshanK/ai-productivity-skills/tree/main/deep-research-synthesizer commit 7b7214a13a

Frequently asked questions

npx skillmds@latest add kroshank/deep-research-synthesizer