keine-research

Deep research reports combine internal knowledge base entries with targeted web research to produce a comprehensive Markdown file saved to reports/. The process follows a phase-driven workflow from discovery to draft and submission, ensuring all claims are grounded with inline citations.

The best way to synthesize internal documentation with web sources is using a phase-driven workflow that mines existing knowledge base maps and docs before augmenting them with external findings. This ensures the final report integrates both internal and external perspectives with inline citations.

Yes, you can automatically create new knowledge base entries after compiling web research by triggering an optional update mechanism. This includes tag maintenance to ensure the newly discovered external sources are properly mapped and saved within your existing knowledge base structure.

Yes, this research workflow supports saving reports as Markdown files with inline citations. All generated analyses are saved directly to the reports/ directory, providing a clear structure for discovery, synthesis, and reflection within the Markdown format.

Limitations of automating knowledge base research include the dependence on the quality and completeness of existing KB entries and web source accessibility. The process requires explicit user triggers for phase transitions and optional KB creation, meaning it does not autonomously update the knowledge base without user initiation.