Use when work needs to be handed off to another agent or another human. Produce a continuation-ready brief with the objective, completed work, assumptions, unresolved issues, and next action instead of a generic summary. Good triggers include "prepare a handoff", "make this resumable", and "summarize this for another agent".
92
100%
Does it follow best practices?
Impact
89%
1.41xAverage score across 8 eval scenarios
Passed
No known issues
A backend engineer was performing a staged deployment of a new service version when an unrelated page forced them to hand over to a colleague. The deployment is partially complete and in an inconsistent state. You need to produce a document that allows the colleague to safely continue.
Version 2.4.0 of the inventory-service, replacing 2.3.1 in production.
inventory-service:2.4.0 in the Kubernetes deployment manifestprod namespace: kubectl apply -f k8s/inventory-service.yamlmigrations/V14__add_index_on_sku.sql) has not been run — it needs to run before the old replicas are removed, as 2.3.1 pods will fail without the index once traffic reaches a thresholdinventory.new_batch_processing has not been enabled in the config service; 2.4.0 falls back to legacy behaviour without itkubectl rollout restart at this point would wipe all 2.4.0 progress and restart from 2.3.1; do NOT do this/batch endpoint for 8 minutes; always run the migration firstPrepare the handoff document for the colleague taking over the deployment.
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
skills
compact-handoff