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🗺️ Scientific Research · Journey Playbooks

Playbook: Run a study from design to archive

Powered design → controlled execution → reproducible analysis → citable record.

journey~125 minResearchersPhD StudentsPostdocs

Journey Steps

  1. 1Step 1 — Power studies before collecting a single datapoint: start with "Estimate effect size from prior literature or pilot data honestly"
  2. 2Step 2 — Design controls that actually isolate variables: start with "List confounders specific to THIS setup, not textbook generics"
  3. 3Step 3 — Make computational results reproducible: start with "Pin environments: lockfiles plus container image recorded per result"
  4. 4Step 4 — Keep lab notebooks worth citing: start with "Entry per session: goal, exact methods/versions, raw observations"
  5. 5How it fits together: Preregistration and controls cost hours now and save the paper later.

Commands

Install all referenced skills
$ npx skills add aniruddhaadak80/skills --skill study-design-power-analysis-first && npx skills add aniruddhaadak80/skills --skill study-design-control-condition-design && npx skills add aniruddhaadak80/skills --skill reproducibility-computational-reproducibility && npx skills add aniruddhaadak80/skills --skill reproducibility-electronic-lab-notebook

Tags

#playbook#journey#scientific-research

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