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Get Started Free →fallow-rs/panel-review-loop
Iteratively review and improve a Fallow user-facing surface across representative real-world projects until the panel has no blocking concerns.
Passed 20 of 22 test cases with the skill, and 13 of 22 without it.
and 8 more in the full report
7 fixed13 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
What specific review command or tool is executed on captured project evidence in step 4 of the fallow-rs panel review loop instead of generic cargo test?
| Checked | Without skill | With skill |
|---|---|---|
| Names panel-review as the command executed on output evidence. | Missed | Passed |
The instructions your model reads when the skill loads.
The real-world corpus is intentionally untracked. Before its first use, follow
the benchmark setup and run
npm --prefix benchmarks run download-fixtures.
benchmarks/fixtures/real-world/.panel-review on the evidence, not on an intended answer.Keep the corpus stable across iterations. Preserve output contracts unless the plan explicitly approves a versioned change.
test cases passed, vs 13 / 22 without
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More skills from the same source and nearby in the registry, with their headline benchmark lift.