Assumption Audit

SkillSecurity

Surface all assumptions, classify by vulnerability (load-bearing × likely-false),

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 Audit skill

What this skill tells your AI

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

Systematically audit assumptions underlying a method, theory, or gap.

When to Use

Need to identify which hidden assumptions are most dangerous — load-bearing yet unexamined.

Budget

Base SOPTarget±10% Range
web-search3027–33
web-research109–11
paper-overview3027–33
paper-search2018–22
paper-research109–11

State Ledger

<HARD-GATE>
| SOP | Done | Target | % |
|-----|------|--------|---|
| web-search | ? | 30 | ? |
| web-research | ? | 10 | ? |
| paper-overview | ? | 30 | ? |
| paper-search | ? | 20 | ? |
| paper-research | ? | 10 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>

Available Tactics

  • assumption-stress-test

Available SOPs

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

Execution Guidance

Surface all assumptions (shared SOP), classify by vulnerability (ABP), validate causal logic (CLR 8-check). Focus on load-bearing + non-explicit assumptions.

Output Format

Assumption Audit Report — assumption inventory, vulnerability matrix, CLR validation results, priority list for challenging.

Available Tactics

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

TacticWhen to use
assumption-stress-testSystematic stress testing of assumptions — surface, classify by vulnerability, attack, assess fragility. Combines assumption-surfacing (shared), abp-vulnerability-classification, and clr-validation SOPs.

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.

Signals

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