research-ingest

Converting research reports into implementation plans involves reading the report to extract findings, hard constraints, and dependencies, then mapping them to specific surfaces like UI, API, schemas, and orchestration to generate a phased task list. This process outputs structured plans with risk levels, handoff routing, and test commands.

Mapping research findings to monorepo surfaces requires extracting key questions and constraints from the report, then routing the derived tasks to the responsible surface areas such as backend, repo-b, repo-c, and orchestration. This yields a structured implementation plan with explicit handoffs and risk levels across the architecture.

Surface routing works by identifying the responsible architectural layers, such as API, UI, Schema, and Orchestration, and assigning extracted research findings directly to them. The output is a structured plan detailing handoffs, risk levels, and test commands for each surface.

Yes, you can generate implementation plans for multiple surfaces from a single research report. The process reads the completed report, identifies implied dependencies, and outputs a phased plan routing tasks across backend, repo-b, repo-c, and orchestration surfaces with specific handoffs and test commands.

To create a structured implementation plan, you need a ready research document containing core questions, findings, and constraints. The process extracts this data and outputs a phased plan with surface routing, risk levels, handoffs, and test commands.

A research report may fail to translate into actionable tasks if it lacks clearly identified core questions, hard constraints, or implied dependencies. Without these elements, the process cannot accurately map findings to surfaces or generate risk levels, handoff routing, and structured phased plans.