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Performs an architectural and quality code review on a specified file or set of files. Checks for coding standard compliance, architectural pattern adherence, SOLID principles, testability, and performance concerns.
Passed 5 of 12 test cases with the skill, and 7 of 12 without it.
3 fixed7 passed either way7 still failing6 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.8-flash on 10/18/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need to verify if `src/combat/damage.gd` complies with `docs/architecture/ADR-005.md`, which is a 35,000 token document. Should we perform a full file Read and page through the entire file using repeated Read calls?
| Checked | Without skill | With skill |
|---|---|---|
| Maps heading line numbers first using a targeted pattern search before reading sections | Passed | Passed |
| Uses bounded range reads specifically restricted to Decision and Consequences sections | Missed | Passed |
The instructions your model reads when the skill loads.
!bash "${CLAUDE_SKILL_DIR}/../../hooks/yaml-helper.sh" resolve_config --keys automation
Every AskUserQuestion call follows .claude/docs/automation-modes.md
(collaborative asks always · guided major-only · autonomous logs and proceeds;
automation_always_ask categories always prompt).
If the inputs this skill needs do not exist, the answer is "could not run" — not a filled-in report. Check first, and stop if the check fails.
FOUND or ABSENT — not "assumed present".NOT ASSESSED — NO DATA. Do not estimate it, do not infer it from an
adjacent artifact, and do not leave a mandated cell to be filled by whoever
reads the template next.NOT ASSESSED — NO DATA as the whole verdict, naming what was missing and
which skill produces it.A verdict of NOT ASSESSED is a success. It is the correct, useful answer to
"what does the data say?" when there is no data. The failure mode this prevents is
specific: a report whose verdict enum has no "could not run" state produces
false clean passes — an asset audit returning COMPLIANT on a project with no
assets and no standards, or a performance profile reporting ">99% headroom against
a 16.67ms budget" with zero profiler data and no budget ever set.
Absence of evidence is never evidence of absence. A scan that finds no matches because there are no files to scan has not verified anything. Say which of the two happened — a reader cannot tell from a green result.
test cases passed, vs 7 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.