Evidence Formatter Skill

What problem does it solve?

Formats raw technology identification evidence into clear, verifiable documentation with consistent reasoning, attribution, and citation-style outputs.

Core Features & Use Cases

• Evidence-to-report formatting: Converts confidence-scored evidence into structured entries that group technical signals and job-posting mentions with transparent reasoning.
• Deduplication: Merges highly similar or redundant evidence while preserving the strongest signal and maintaining source attribution.
• Citation generation: Produces human-readable citations for every evidence item, including source skill name, URLs, timestamps, and strength.
• Limitation documentation: Adds caveats and recommendations when evidence quality is limited (e.g., job-posting-only or weak/insufficient technical signals).

Quick Start

Use the evidence_formatter skill to format and cite the technologies and their evidence from your correlation and confidence scoring pipeline.