yogsoth-ai Dialectical Reformulation
Apply double-loop learning to question the problem's governing variables.
Budget
| Base SOP | Target | ±10% Range |
|---|---|---|
| web-search | 20 | 18–22 |
| 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 | ? | 20 | ? |
| web-research | ? | 10 | ? |
| paper-overview | ? | 30 | ? |
| paper-search | ? | 20 | ? |
| paper-research | ? | 10 | ? |
Budget Gate: OPEN/CLOSED (>=80% required to exit)
</HARD-GATE>
Available Tactics
- dialectical-escalation
Available SOPs
Import: web-search, web-research, paper-overview, paper-search, paper-research Subagent: governing-variable-surfacing, counter-assumption-generation
Execution Guidance
Surface Argyris governing variables (the unstated rules driving behavior), generate counter-assumptions for each, test whether the problem dissolves under alternative governing variables (double-loop learning).
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| deep-insight-dialectical-escalation | Double-loop learning escalation — surface governing variables, generate counter-assumptions, test if problem dissolves under alternatives, score wickedness if it persists. |
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. |
| governing-variable-surfacing | Apply Argyris framework to identify governing variables — the unstated rules driving behavior in a research field. |