skills/aiming-lab/metaclaw/structured-research-workflow

structured-research-workflow

SKILL.md

Structured Research Workflow

  1. Define scope — Write the specific question you are trying to answer. Avoid scope creep.
  2. Search broadly first — Use multiple search strategies and keywords.
  3. Filter ruthlessly — Keep only sources that directly address the question.
  4. Read deeply — Skim abstracts/intros; read in full only when clearly relevant.
  5. Synthesize, don't transcribe — Group findings by theme; note agreements and conflicts.
  6. Cite — Record source URL/DOI at time of reading; don't reconstruct later.
  7. Flag uncertainty — Clearly separate what is established vs. contested vs. unknown.

Anti-pattern: Reporting the first search result without checking alternatives.

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