Double-loop learning escalation — surface governing variables, generate
Scanned 9/5/2026
Install to Claude Code
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill deep-insight-dialectical-escalation --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: deep-insight-dialectical-escalation
description: Double-loop learning escalation — surface governing variables, generate
counter-assumptions, test if problem dissolves under alternatives, score wickedness
if it persists.
execution: tactic
dependencies:
sops:
- counter-assumption-generation
- deep-insight-assumption-surfacing
- governing-variable-surfacing
- wickedness-scoring
---
# Dialectical Escalation
Escalate from single-loop to double-loop learning.
## Operations
governing-variable-surfacing → counter-assumption-generation → wickedness-scoring
## Available SOPs
**Subagent:** governing-variable-surfacing, counter-assumption-generation, wickedness-scoring
**Shared:** assumption-surfacing
## Execution Guidance
Surface the governing variables (Argyris: the unstated rules everyone follows), generate the opposite assumption for each, test whether the problem still exists under the alternative. If it persists regardless, assess wickedness level.
Single-loop: "How do we solve this problem better?" Double-loop: "Should we be solving this problem at all?"
## Minimum Yield
```
<HARD-GATE>
- Governing variables surfaced: >= 3
- Counter-assumptions generated: >= 3
- Problem dissolution tests: >= 2
- Wickedness assessment: completed if problem persists
</HARD-GATE>
```
<!-- BEGIN available-tables (generated) -->
## Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
| --- | --- |
| counter-assumption-generation | Generate dialectical opposites for governing variables — coherent alternative worldviews where the opposite is true. |
| deep-insight-assumption-surfacing | Systematically extract implicit assumptions from methods, frameworks, or arguments. Identifies what is taken for granted without explicit justification. |
| governing-variable-surfacing | Apply Argyris framework to identify governing variables — the unstated rules driving behavior in a research field. |
| wickedness-scoring | Score a problem against Rittel's 10 criteria to determine if it is tame, complex, or wicked. |
<!-- END available-tables (generated) -->
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