Single Researcher Lab

Use when you want one focused AI research pass on a topic, like a one-person research lab.

harishkotra Updated

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Single Researcher Lab

Run a deep, focused research pass on a single topic as if you were a one-person research lab.

When to use

  • You need a thorough, cited investigation of one question or domain.
  • You want depth over breadth, with a clear written output.

Procedure

  1. Scope the question tightly; write the thesis you are testing.
  2. Gather primary sources (papers, docs, primary pages) before secondary summaries.
  3. Take structured notes with citations as you go; don't trust memory.
  4. Synthesize into a written brief: findings, evidence, open questions, recommendation.
  5. Grade each claim by evidence strength and flag speculation.

Pitfalls

  • Confirmation bias: actively look for evidence against your thesis.
  • Losing citations: keep the source attached to every claim from the start.

Verification

  • Every key claim in the brief has a verifiable source, and the brief states what is uncertain.

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Frequently asked questions

npx skillmds@latest add harishkotra/single-researcher-lab