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 colleague has been migrating a legacy web application from Python 2 to Python 3. They got halfway through before being pulled onto another project. You need to prepare a document that will allow a fresh engineer to pick up exactly where things left off.
Here is the current state of the migration work:
src/ directory that need changesauth/ and models/ subdirectories are fully converted)2to3 tool on all converted files; manual review completed for auth/requirements.txt — all dependencies now have Python 3 compatible versions pinnedviews/, api/, and utils/models/ files (the tool output looks correct but hasn't been human-checked)test_session.py, test_cache.py, test_legacy_xml.pysix compatibility shim (currently used in 7 files) or remove it.github/workflows/ci.yml) to switch from Python 2.7 to 3.9docs/migration_tracker.xlsx.github/workflows/ci.ymlsrc/app.pypytest src/tests/ -vutils/xml_parser.py uses a deprecated cElementTree import that 2to3 does not rewrite automatically — the replacement is xml.etree.ElementTreesix shim removal is risky in api/compat.py because that file is imported by 14 other modules and has not been audited yetProduce a handoff document for the engineer who will continue this work.
evals
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skills
compact-handoff