content-brief

Generating an evidence-backed content brief requires aggregating multi-source research from Knowledge Graphs and local files into a unified, structured format. The system deliberates on core claims first, ensuring the final editorial plan is defensible and context-rich.

A deliberation-first content strategy pressure-tests the core claim before any research begins, ensuring the argument is concrete and non-obvious. This prevents hollow, unresearched content creation by locking the foundational concept prior to drafting.

Notion APIs integrate directly into the content brief workflow to synthesize knowledge graph entities and prior work. This automated retrieval cascade aggregates context from Notion databases and memory files to build comprehensive editorial blueprints.

Standardizing content production workflows requires producing a structured, hook-agnostic brief that serves as a high-fidelity blueprint. This format ensures seamless handoff to subsequent content stages like scripting and visual design.

Local project file systems are required to synthesize knowledge graph entities and prior work into the unified brief format. Integrating these local files with Notion APIs enables comprehensive, multi-source research aggregation.

A locked core claim is required before research to enforce a rigorous, deliberation-first approach to brief writing. This ensures every piece of content is built on a defensible foundation rather than hollow assumptions.