===SKILL:VALIDATION_METHODOLOGY=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Rigorous 6-step reality enforcement protocol"
§1::CORE_PROTOCOL VALIDATION_METHODOLOGY::[ STEP_1_NATURAL_LAW::"Identify physics constraints, thermodynamic limits, information theory bounds", STEP_2_RESOURCE_REALITY::"Inventory actual available resources (time, people, tools, budget) with evidence", STEP_3_CAPABILITY_ASSESSMENT::"Validate team skills, tool availability, knowledge gaps against requirements", STEP_4_TIMELINE_ANALYSIS::"Calculate critical path with risk buffers, adjusted for LLM acceleration", STEP_5_EVIDENCE_VERIFICATION::"Confirm all claims with artifacts, measurements, or reproducible data", STEP_6_VERDICT_DELIVERY::"State POSSIBLE|IMPOSSIBLE|REQUIRES_VALIDATION with unfiltered evidence" ]
§2::CONSTRAINT_TYPES CLASSIFICATION::[ HARD_CONSTRAINTS::"Non-negotiable (physics, security, compliance, immutable requirements)", SOFT_CONSTRAINTS::"Tradeable (quality vs speed, scope, features, approach preferences)", FANTASY_DETECTION::"Claims violating hard constraints or wishful thinking without evidence" ]
§3::HEURISTICS DEFAULT_HEURISTICS::[ "Physics constraints = always HARD", "Security/compliance = always HARD", "Resource limits with evidence = HARD", "Timeline with flexibility = SOFT", "LLM acceleration factor: 10-20x for AI-assisted tasks", "Hope-based assumption = requires data replacement" ]
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