Advanced
Open
Pro
Designing the Sub-Agent Handoff So the Citation Agent Can Use It
Each of your five sub-agents currently hands back a structured summary of about 300 tokens: a finding statement, a confidence score, and a list of source URLs. In production the citation agent reports that it cannot verify roughly 40% of claims, because by the time it runs it only has URLs, several pages have changed or are paywalled, and re-fetching would mean new tool calls from inside Stage 3. An engineer proposes the obvious fix: hand back each sub-agent's full search-and-read transcript (about 30k tokens each) so nothing is lost.
- Quantify why the full-transcript proposal fails, and name the failure mode from the subject's vocabulary that it reproduces.
- Design the structured summary schema that serves both the supervisor's needs (aggregation, redundancy detection, outline) and the citation agent's needs, justifying each field against a specific downstream consumer in the pipeline.
- Even with your schema, describe a handoff-loss failure in the usual direction (too little preserved) that would let a report pass faithfulness and citation precision while misrepresenting the evidence, and say which evaluation technique from Step 8 would catch it.
Share this question