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KX-04 · Analysis

Theory-to-Experiment Converter

Translate hypotheses into concrete measurement designs with declared controls.

HypothesisPilot-Validation Required

Converts each retained hypothesis into an experiment blueprint: variables, controls, calibration chain, sample requirements, and the specific outcome that would falsify it.

Institute module developed within the KRYOS v6 framework ecosystem. Established scientific methods retain their conventional attribution.

When to use

Once a ranked hypothesis set exists and instrument capability is known.

When not to use

Where required instrumentation is unavailable and no proxy is defensible.

Required inputs

  • Ranked hypotheses
  • Instrumentation inventory
  • Facility constraints

Optional inputs

  • Historic protocols
  • Budget envelope

Assumptions and constraints

  • Measurement validity is treated as a design requirement, not an afterthought.

Process steps

  1. 01Define independent, dependent, and nuisance variables per hypothesis.
  2. 02Specify controls, blanks, and null runs.
  3. 03Define the calibration chain and its verification points.
  4. 04Set the pre-registered analysis and decision threshold.
  5. 05State the stop condition.

Human review gates

  • Measurement-science reviewer signs off on validity before execution.

Primary output — Experiment blueprint per hypothesis.

  • experiment_id, hypothesis_id, variables{independent,dependent,nuisance}
  • controls[], null_runs[], calibration_chain[]
  • preregistered_analysis, decision_threshold, stop_condition

Failure signals

  • No null runs specified.
  • Analysis chosen after data collection.

Quarantine triggers

  • Blueprint executed with undocumented protocol deviation.

Mini prompt

Convert each hypothesis into an experiment blueprint using [INSTRUMENTATION] and [CONSTRAINTS]. Specify variables, controls, null runs, calibration chain, pre-registered analysis, and [REVIEW THRESHOLD].

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