research-to-knowledge

To turn external research into traceable evidence, this Skill converts authoritative sources into clear conclusions with verifiable source mappings. It enforces source evaluation and evidence-to-claim mapping to ensure decision-ready synthesis.

Updating a knowledge core with source-backed recommendations requires persisting validated findings into canonical documentation areas. This process applies safety validation and claims-to-source mapping to maintain durable project knowledge.

Source evaluation during literature review synthesis works by applying an External Content Safety Gate and building verifiable evidence-to-claim mappings. This generates an audit trail ensuring all conclusions remain trustworthy and backed by authoritative sources.

Yes, you can persist validated research findings directly into canonical docs. The process integrates durable project knowledge into designated documentation areas, ensuring future reference and knowledge core updates maintain source citations and audit trails.

You should avoid raw source dumps during external research because they lack careful evaluation, synthesis, and durable memory integration. Proper research requires converting evidence into decision-ready conclusions with verifiable mappings to authoritative sources for trustworthy project knowledge.