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Technical debt management - scan codebase for bad smells and create tracking issues
Passed 12 of 17 test cases with the skill, and 12 of 17 without it.
3 fixed13 passed either way3 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
When initializing a research scan output header, what basic context metadata must be recorded at the start of the report?
| Checked | Without skill | With skill |
|---|---|---|
| Records repository, HEAD commit, scope, and date in the report | Missed | Passed |
The instructions your model reads when the skill loads.
research [scope]: inspect the requested scope, defaulting to turbo/, and
report verified findings. This operation is read-only.issue [report]: create an English GitHub issue from current, verified
findings. If no report exists, research first. Create or comment on an issue
only when the caller requested that operation.The tech-debt-research and tech-debt-issue commands remain aliases for these
operations. A report is evidence at its recorded revision, not a standing
instruction to change code.
rg to find candidates and inspect matching files and consumers. Exclude
dependencies, generated/vendor content, and historical migrations from
generic cleanup recommendations. Preserve permanent migration records.catch, or an
ESLint off / Oxlint allow setting is not proof of a defect. Read override
scope, replacement enforcement, generated-code boundaries, and documented
exceptions. In particular, do not replace every floating promise with
detach() or assume every parentless resetSignal() leaks.Keep the report proportional to the findings: scope and revision, confirmed issues, dismissed candidates when useful, and next actions. Save detailed evidence when it is too long for the response. Do not invent schedules or effort estimates from match counts.
test cases passed, vs 12 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.