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 QA engineer who has been building a new automated test suite for a payment processing service is moving to another team. Before leaving they need to make sure someone else can continue improving coverage. You need to write a document that enables their replacement to take over immediately.
The payment service handles three main flows: checkout, refund, and subscription renewal. The QA engineer was tasked with achieving 80% branch coverage across all three flows.
responses library for HTTP mocking and factory_boy for fixture generation; configuration in pytest.ini and tests/conftest.py.github/workflows/tests.ymltests/fixtures/ folder has placeholder files but no real fixture datasrc/billing/renewal.py and calls an external billing provider (BillingProvider class in src/billing/provider.py)BillingProvider class must be mocked in tests; the actual provider SDK is not available in the test environment and will throw if called directlyWrite a document that allows the replacement QA engineer to continue this work.
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
skills
compact-handoff