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stress-test-validity-envelope-mapping

Research
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Map the complete validity envelope of a claim across all relevant dimensions, synthesizing breakpoints into a bounded region.

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Source SKILL.md: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/stress-test-validity-envelope-mapping/SKILL.md

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Validity Envelope Mapping

Tactics

  • boundary-probing
  • contradiction-derivation

Method

  1. Identify all dimensions where claim validity may vary
  2. For each dimension, probe from center outward to find boundaries
  3. Record transition points (valid -> invalid)
  4. Construct multi-dimensional validity envelope
  5. Identify the weakest dimensions (narrowest valid range)
  6. Report envelope with confidence levels per boundary

Budget

SizeEnvelope dimensionsProbes per dimensionResolution
S25Coarse
M48Medium
L612Fine

Orchestration

  1. Dispatch parameter-space-mapping for full dimension inventory
  2. For each dimension, dispatch extreme-value-generation
  3. Dispatch breakpoint-detection with binary search refinement
  4. Dispatch validity-envelope-construction for final synthesis

Subagents

  • parameter-space-mapping
  • extreme-value-generation
  • breakpoint-detection
  • validity-envelope-construction

Available Tactics

Optional, no fixed order; the final leaf is always a sop.

TacticWhen to use
boundary-probingMap parameter space, generate extreme values, test at boundaries, detect breakpoints, synthesize validity envelope.
contradiction-derivationNegate a claim, derive logical consequences step by step, detect whether a genuine contradiction or absurdity emerges.

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
breakpoint-detectionTest a claim at extreme parameter values and detect the precise point where it breaks down.
extreme-value-generationGenerate boundary and extreme test values for a given parameter dimension to stress-test claims.
parameter-space-mappingIdentify all parameter dimensions along which a claim's validity might vary.
stress-test-validity-envelope-constructionSynthesize breakpoints across dimensions into a coherent validity envelope for a claim.