validity-envelope-construction
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/validity-envelope-constructionConstructs multi-dimensional validity envelopes from perturbation data
- Solves the problem of defining validity boundaries across multiple axes
- Uses perturbation data and axis definitions as input
- Analyzes boundary conditions and interaction effects between axes
- Returns structured validity envelope descriptions for downstream mapping
SKILL.md
.github/skills/validity-envelope-constructionView on GitHub ↗
--- name: validity-envelope-construction description: Combine multi-axis perturbation data into a multi-dimensional validity description with boundary conditions and interaction effects. execution: subagent prompt: ./prompt.md input: perturbation_data (string), axes (string) used-by: validity-envelope-mapping --- # Validity Envelope Construction Construct the multi-dimensional validity boundary. ## Execution Subagent — spawned via subagent-spawning/spawn-agent. ## Budget One unit = one envelope construction from perturbation data.
More from yogsoth-ai/de-anthropocentric-research-engine
- abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
- ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
- ablation-component-mappingMap system architecture to ablatable units for ablation studies
- ablation-designDesign ablation studies to isolate component contributions in ML systems
- ablation-executionRemove components one by one from a system, record the response/impact of each removal.
- abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
- abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
- abstraction-ladderPerform bisociation at multiple abstraction levels
- abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
- abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.