adversarial-stress-testing

Adversarial Stress Testing

Core Question: Does this artifact collapse under logical limits and boundary conditions?

Methodology Sources

• Lakatos (1976) — Proofs and Refutations: counterexample-driven refinement
• Dutilh Novaes (2016) — Adversarial argumentation as dialogical practice
• Clarke BVA — Boundary Value Analysis for systematic edge testing
• Flyvbjerg (2006) — Critical case methodology: most-likely/least-likely selection
• Popper (1959) — Falsificationism: seek conditions where claims break

Strategy Routing

| Artifact Type | Primary Strategy | Rationale | |---|---|---| | claim, hypothesis | assumption-negation | Direct logical attack | | gap, research-question | lakatos-heuristics | Counterexample refinement | | idea, approach | boundary-enumeration | Parameter space testing | | experiment-design | critical-case-design | Decisive test selection | | any (synthesis) | validity-envelope-mapping | Comprehensive envelope |

Budget Table

| Resource | S | M | L | |---|---|---|---| | Negation derivation chains | 3 | 6 | 10 | | Counterexamples/boundary cases | 5 | 12 | 25 | | Parameter dimensions | 3 | 6 | 10 | | Validity envelope dimensions | 2 | 4 | 6 |

Tactics

• contradiction-derivation — Negate, derive, detect contradiction
• boundary-probing — Map parameter space, test extremes, find breakpoints
• counterexample-heuristics — Generate monsters, bar or incorporate

Context Management

• Persist derivation chains and counterexamples across rounds
• Track which negations produced genuine contradictions vs. benign outcomes
• Accumulate validity envelope boundaries incrementally

Output

Produces AdversarialStressReport containing: identified breakpoints, validity envelope, surviving refined claims, and confidence assessment.

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Available Strategies

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

| Strategy | When to use | | --- | --- | | assumption-negation | Classic reductio ad absurdum: negate the core claim, derive logical consequences, seek contradiction or absurdity. | | boundary-enumeration | Systematic Boundary Value Analysis: identify parameter boundaries, test at and beyond limits, detect breakpoints. | | critical-case-design | Flyvbjerg critical case methodology: select most-likely and least-likely cases to maximize inferential power. | | lakatos-heuristics | Proofs and Refutations method: generate counterexamples, attempt monster-barring, incorporate surviving counterexamples as lemma refinements. | | stress-test-validity-envelope-mapping | Map the complete validity envelope of a claim across all relevant dimensions, synthesizing breakpoints into a bounded region. |

Available Tactics

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

| Tactic | When to use | | --- | --- | | boundary-probing | Map parameter space, generate extreme values, test at boundaries, detect breakpoints, synthesize validity envelope. | | contradiction-derivation | Negate a claim, derive logical consequences step by step, detect whether a genuine contradiction or absurdity emerges. | | counterexample-heuristics | Generate counterexamples (monsters), attempt monster-barring, incorporate surviving counterexamples as lemma refinements (Lakatos method). |

Available SOPs

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

| SOP | When to use | | --- | --- | | context-checkpoint | Append research process and results to the current Phase's context file. Each append MUST contain >=500 lines of markdown covering both process and results. Use this skill at plan-designated checkpoint points — typically after each strategy completes or at key decision nodes within a research Phase. | | context-init | Create a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed. | | mitigation-proposal | Proposes concrete mitigation strategies for identified weaknesses. Generates prevention, detection, and response measures with feasibility assessment. | | stress-test-saturation-detection | Determines whether validation has reached saturation — no new weaknesses or failure modes being discovered. Used by all 5 campaigns as termination signal. | | verdict-synthesis | Synthesizes findings from a completed campaign into typed verdict reports. Produces DebateVerdict, RedTeamReport, FailureAnticipationReport, CounterfactualMap, or AdversarialStressReport depending on campaign. Also supports cross-campaign StressTestSummary. | | weakness-classification | Classifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment. |

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