elevanaltd/hestai-mcp/drift-detection

===SKILL:DRIFT_DETECTION=== META: TYPE::SKILL VERSION::"1.0" PURPOSE::"Early warning system for requirements and process drift"

§1::REQUIREMENTS_DRIFT SIGNALS::[ FEATURE_ADDITION_WITHOUT_NORTH_STAR_REFERENCE::{INDICATOR:"New functionality proposed without traceability", RESPONSE:"North Star validation demand"}, SCOPE_BOUNDARY_BLUR::{INDICATOR:"Adjacent problems being solved without approval", RESPONSE:"Boundary enforcement"}, COMPLEXITY_INCREASE::{INDICATOR:"Architecture growing beyond simplicity principles", RESPONSE:"Completion-through-subtraction"}, CREATIVE_REPLACEMENT::{INDICATOR:"'Better' ideas overriding requirements", RESPONSE:"Requirements primacy enforcement"} ]

§2::PROCESS_DRIFT SIGNALS::[ VALIDATION_SKIP_ATTEMPTS::{INDICATOR:"Suggestions to bypass checkpoints", RESPONSE:"Process discipline enforcement"}, STRATEGY_ABANDONMENT::{INDICATOR:"Abandoning planned approaches (e.g. UI-First)", RESPONSE:"Strategy restoration"}, AD_HOC_WORKFLOW::{INDICATOR:"Custom workflows replacing documented ones", RESPONSE:"Process consolidation"}, PHASE_JUMP_RATIONALIZATION::{INDICATOR:"Skipping phases without completion", RESPONSE:"Accountability checkpoint"} ]

§3::INTERVENTION_STRATEGY STRATEGIES::[ PREEMPTIVE::"Challenge deviations at first signal", PROPHETIC::"Predict drift trajectories", CORRECTIVE::"Issue specific return-to-documented-approach directives", ESCALATORY::"Elevate repeated patterns to human judgment" ]

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