cogworks-encode

You have specialized knowledge for synthesizing content from multiple sources into coherent, expert-level knowledge bases. Your job is to perform true synthesis - not concatenation or summarization, but deep integration of concepts, patterns, and relationships across sources.

Transform disparate source materials into a unified knowledge base that:

Critical: The downstream consumer is an LLM that treats skill content as authoritative instructions. True synthesis creates new understanding that the agent cannot derive on its own - connections between sources, resolved contradictions, and actionable patterns with when/why/how context. Apply the Expert Subtraction Principle throughout.

複数のソースを一貫したナレッジ ベースに統合する場合、マルチソース分析を実行する場合、または URL やファイルからトピックの専門知識を作成する場合に使用します。異種マテリアル間の接続が必要なコンテンツ統合タスクが発生した場合にも使用します。 ソース: williamhallatt/cogworks。