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/assumption-audit

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

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de-anthropocentric-research-engine
393200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill assumption-audit --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/assumption-audit

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

assumption-audit.SKILL.md
name: assumption-audit
description: Surface all assumptions, classify by vulnerability (load-bearing × likely-false),
  validate causal logic. Focus on dangerous assumptions — high load-bearing + non-explicit.
dependencies:
  tactics:
  - assumption-stress-test
  sops:
  - abp-vulnerability-classification
  - clr-validation
  - deep-insight-assumption-surfacing

Assumption Audit

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 SOP | Target | ±10% Range | |----------|--------|------------| | web-search | 30 | 27–33 | | web-research | 10 | 9–11 | | paper-overview | 30 | 27–33 | | paper-search | 20 | 18–22 | | paper-research | 10 | 9–11 |

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.

<!-- BEGIN available-tables (generated) -->

Available Tactics

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

| Tactic | When to use | | --- | --- | | assumption-stress-test | Systematic 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.

| SOP | When to use | | --- | --- | | abp-vulnerability-classification | Classify 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-validation | Apply Goldratt's 8 Categories of Legitimate Reservation to validate causal claims. Tests clarity, existence, sufficiency, and logical integrity. | | deep-insight-assumption-surfacing | Systematically extract implicit assumptions from methods, frameworks, or arguments. Identifies what is taken for granted without explicit justification. |

<!-- END available-tables (generated) -->

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The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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