Assumption Stress Test

SkillSecurity

Systematic stress testing of assumptions — surface, classify by vulnerability,

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Assumption Stress Test skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/assumption-stress-test/SKILL.md and read by ahel’s review.

Systematically stress-test assumptions to find dangerous ones.

Operations

  • assumption-surfacing (shared) — extract all implicit assumptions
  • abp-vulnerability-classification — classify by load-bearing × vulnerable
  • clr-validation — validate causal logic of critical assumptions

Available SOPs

Shared: assumption-surfacing Subagent: abp-vulnerability-classification, clr-validation Import: paper-research

Execution Guidance

Surface all assumptions (shared SOP). Classify each by load-bearing × vulnerable matrix. Validate causal logic of most critical assumptions (High-Load × High-Vulnerable quadrant).

Minimum Yield

<HARD-GATE>
- assumptions surfaced: >= 5
- vulnerability classifications: >= 5
- CLR validations on critical assumptions: >= 2
- dangerous assumptions identified: >= 1
</HARD-GATE>

Available SOPs

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

SOPWhen to use
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.
clr-validationApply Goldratt's 8 Categories of Legitimate Reservation to validate causal claims. Tests clarity, existence, sufficiency, and logical integrity.
deep-insight-assumption-surfacingSystematically extract implicit assumptions from methods, frameworks, or arguments. Identifies what is taken for granted without explicit justification.
deep-insight-paper-researchFull-text paper reading via three-pass Keshav method. Import of literature-engine/literature-research skill. Authoritative source for claims about paper content.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
assumption-stress-test
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine