Skills

Science

The scientific method for understanding a problem: a goal locked before evidence...

Install

npx skills add danielmiessler/LifeOS --skill Science -g -a claude-code -y
Repository
danielmiessler/LifeOS19.7k
Category
Testing
Updated
8d ago
License
MIT
Context cost
Lightabout 874 tokens
Runs scripts
No, instructions only

What it does

The scientific method for understanding a problem: a goal locked before evidence, plural falsifiable hypotheses, and the cheapest evidence that tells them apart, from a timeboxed debug to a research-grade investigation. USE WHEN think about, figure out, diagnose, investigate, why is this happening, science, quick diagnosis, structured investigation, define the goal, what are we trying to achieve, research-grade investigation. NOT FOR multi-angle lens passes (IterativeDepth) or measured improvement of a target (HillClimb).

Science

Applies the scientific method to understanding a problem: a checkable goal fixed before evidence, competing falsifiable hypotheses, the evidence that tells them apart, and a decision on what to do next. DefineGoal frames the problem, QuickDiagnosis handles timeboxed debugging, and StructuredInvestigation runs the whole loop at working grade or research grade. Improving a target by measured experiment (hypotheses for a change, experiment design, reading results, iterating) is HillClimb's job, and skills/HillClimb/References/Experiments.md describes a well-framed experiment; a climb that stalls on a wrong frame comes back here. Use IterativeDepth for multi-lens exploration.

Ideal State

  • Every investigation ties a goal locked before evidence collection to competing falsifiable hypotheses, and every verdict traces to evidence against those precommitted criteria.
  • Rigor matches the stakes: a quick diagnosis stays timeboxed, a complex problem leaves an auditable record, and a research-grade question gets pre-registration and independent review.
  • Goal achievement and hypothesis support are judged separately, null and inconclusive results stay visible, and every investigation ends in an explicit next action or stopping decision.
  • A question that turns into "make this measured number better" leaves Science for HillClimb with its goal and hypotheses attached.

Intent Routing

IntentTriggerFile
DefineGoal"define the goal", "what are we trying to achieve"Intents/DefineGoal.md
QuickDiagnosisQuick debugging (15-min rule); not for an obvious five-minute fix or creative/generative work, which need no ceremonyIntents/QuickDiagnosis.md
StructuredInvestigation"investigate", complex or research-grade investigationIntents/StructuredInvestigation.md
Read the whole SKILL.md on GitHub

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