assumption-cascade

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Tactic: Surface assumptions, sort by dependency, attack root assumptions first, then trace cascade failures through the dependency graph.

yogsoth-ai By yogsoth-ai schedule Updated 6/16/2026

name: assumption-cascade description: "Tactic: Surface assumptions, sort by dependency, attack root assumptions first, then trace cascade failures through the dependency graph." type: tactic used-by: [red-teaming] strategies: [assumption-challenge, systematic-probing, groupthink-mitigation]

Assumption Cascade Tactic

Attack assumptions at their roots and trace how failures propagate through dependency chains.

Orchestration

  1. key-assumptions-check surfaces all assumptions (explicit and implicit)
  2. assumption-cascade-tracer builds dependency graph (which assumptions depend on which)
  3. Root assumptions identified (those with no upstream dependencies)
  4. devils-advocacy constructs strongest attack against each root assumption
  5. probe-execution tests root assumptions — if root fails, trace downstream cascade
  6. assumption-cascade-tracer maps full cascade: which conclusions collapse if root fails
  7. finding-aggregation reports cascade paths and total impact scope

Subagents Dispatched

  • key-assumptions-check (1 call for enumeration)
  • assumption-cascade-tracer (2 calls: dependency build + cascade trace)
  • devils-advocacy (1 call per root assumption)
  • probe-execution (1 call per root attack)
  • finding-aggregation (1 call at end)

Termination Conditions

  • All root assumptions tested (budget permitting)
  • Cascade found that invalidates >50% of conclusions (critical finding)
  • All assumptions survive attack (artifact resilient at assumption level)
  • Budget exhausted (report partial coverage)
Install via CLI
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill assumption-cascade
Repository Details
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