knowledge_backfill_request
Prepare a knowledge backfill run for a project by retrieving done-flows and existing ADRs with classification instructions.
Instructions
Prepare a knowledge backfill run for a project. Returns done-flows + existing ADRs + structured instructions that YOU (Claude) must follow to classify and propose knowledge drafts.
This is the MCP-first alternative to the keyword heuristic. Workflow:
Call this tool → receive flows, existing ADRs, and the ruleset
Read the flows, decide which qualify as ADR / Pattern / Runbook / Lessons-Learned
Skip anything already covered by existing ADRs
Group similar flows into ONE draft with multiple sourceFlowIds
For each draft: call knowledge_draft_create with the payload
Be conservative. Only propose drafts you are confident about. Better few high-quality drafts than many noisy ones.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| projectId | No | Project ID (defaults to linked project) | |
| limit | No | Max flows to include (default 50, max 100) |