Generate counterexamples (monsters), attempt monster-barring, incorporate surviving counterexamples as lemma refinements (Lakatos method).
Scanned 6/1/2026
Install to Claude Code
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill counterexample-heuristics --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: counterexample-heuristics
description: "Generate counterexamples (monsters), attempt monster-barring, incorporate surviving counterexamples as lemma refinements (Lakatos method)."
type: tactic
used-by: [adversarial-stress-testing]
strategies: [lakatos-heuristics, assumption-negation, critical-case-design]
---
# Counterexample Heuristics
## Orchestration Steps
1. Receive claim/theorem from strategy
2. Dispatch `counterexample-generation` to produce candidate monsters
3. For each counterexample:
a. Dispatch `monster-barring-attempt` — can it be excluded legitimately?
b. If barring succeeds: record as excluded, note narrowed scope
c. If barring fails: counterexample is genuine
4. For genuine counterexamples, dispatch `claim-refinement`:
- Incorporate as lemma (add condition to claim)
- Or weaken claim scope
5. Report: original claim, counterexamples found, refined claim
## Subagents
- counterexample-generation
- monster-barring-attempt
- claim-refinement
## Termination Conditions
- All generated counterexamples resolved (barred or incorporated)
- Claim refined to survive all counterexamples (success)
- Claim collapses entirely under counterexamples (falsified)
- Budget exhausted (report current state)
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