What problem does it solve?
This Skill resolves contradictory technology-detection signals by choosing the most likely interpretation using context-aware logic and evidence-based rules, preventing confusion in downstream techstack identification.
Core Features & Use Cases
- Context-aware conflict resolution: Resolves version mismatches, mutually exclusive framework detections, temporal inconsistencies, and categorical ambiguity using URL/subdomain context and timestamp reasoning.
- Human-in-the-loop flagging: Detects cases that are ambiguous or lack sufficient evidence and flags them for manual review with suggested investigation steps.
- Confidence adjustment and auditability: Adjusts confidence scores after resolution and produces clear reasoning plus an output report containing resolved vs unresolved conflicts.
Quick Start
Ask the AI to resolve the provided conflicts by applying the skill’s resolution strategies and returning resolved and unresolved items in the expected JSON structure.