Conflict Resolver Skill

Resolve contradictory technology signals by applying context-aware logic and evidence-based rules to select consistent interpretations, producing a structured resolution report for techstack identification.

Version mismatch during framework detection happens when contradictory signals appear. Resolution involves rule-based strategy execution using timestamps and URL or subdomain context to choose the most likely interpretation.

Handle temporal inconsistencies by applying rule-based strategy execution using timestamps to evaluate archive and current observations, selecting consistent interpretations for the final techstack classification.

Flag ambiguous tech classification conflicts for manual review when resolution is uncertain due to categorical ambiguity, providing suggested investigation steps for human-in-the-loop verification.

Use confidence scoring to evaluate tech stack conflicts by adjusting confidence scores after resolution and producing an output report that clearly distinguishes resolved items from unresolved ones.