t3-p1-03authored3–5h
Medium-risk file from a loose spec
requires: t3-p1-02
Spec
Repeat on a medium-risk file, this time with a goal-oriented instruction rather than a precise spec - "migrate this module, infer types, preserve behaviour". Compare: did the agent make more assumptions, and were they good ones? Document the difference in intervention frequency against t3-p1-02.
Why this matters
Spec precision has a real cost and a real payoff, and the exchange rate differs by agent, language and file. Measuring it on your own codebase is the only way to know where your break-even sits.
Verify
No result yet. Run `learn verify t3-p1-03` locally, or push to trigger CI.
artifact
unrun
judge
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Rubric
# t3-p1-03 — Medium-risk file from a loose spec
**Task:** Repeat on a medium-risk file, this time with a goal-oriented instruction rather than a precise spec - "migrate this module, infer types, preserve behaviour". Compare: did the agent make more assumptions, and were they good ones? Document the difference in intervention frequency against t3-p1-02.
**Strong:** Directly answers every one of the review questions below in the affirmative, with specific evidence from the actual work, not a restatement of the task.
- Is the comparison quantitative, or just an impression?
**Passing but weak:** The deliverable exists and technically satisfies the spec, but is generic, restates the task instructions instead of engaging with them, or only partially addresses the review questions below.
**Fails:** The deliverable is missing, or engages with none of the review questions below - e.g. it describes what was built without explaining the reasoning the task actually asks for.