What problem does it solve? Writers and analysts often slip from legitimate claims about technological effects into deterministic claims that technology alone, autonomously, or inevitably produces social outcomes. This Skill audits texts to detect and classify such technological determinism without denying genuine technological causality. ## Core Features & Use Cases - Determinism Detection: Identifies four deterministic patterns—sufficiency, exclusivity, autonomy, and inevitability—in claims about technology and society. - Causal Structure Analysis: Reconstructs each claim's mechanism, mediators, conditions, contingency, feedback, power relations, and material substrate before judging it. - False Positive/Negative Guards: Distinguishes legitimate causal claims (enablement, constraint, acceleration, path dependence) from unsupported necessity, and catches implicit determinism where 'can' silently becomes 'will'. - Structured Findings: Outputs findings with evidence, deterministic pattern classification, severity grades (A–E), confidence levels, and revision recommendations. - Use Case: Given an essay claiming 'AI will inevitably transform labor markets,' the Skill tests whether adoption, institutional mediation, and alternatives are argued or merely assumed, then classifies the claim and recommends whether revision is necessary. ## Quick Start Analyze this essay for technological determinism and report any passages that treat AI development as sufficient, autonomous, or inevitable.
