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Get Started Free →gentleman-programming/gentle-ai-bench
Trigger: bench, journey, journeys, driven mode, gentle-ai-bench, journey corpus, j-numbers, bench axis. Author and verify gentle-ai bench journeys; go test ./bench never proves driven execution.
Passed 21 of 24 test cases with the skill, and 8 of 24 without it.
and 14 more in the full report
14 fixed8 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to run a single benchmark journey `j-301` locally using `gentle-ai-bench run --binary ./bin/gentle-ai`. Should I pass `--journey j-301` or `--filter j-301` to run just this one journey?
| Checked | Without skill | With skill |
|---|---|---|
| Directs using the --only flag to target a single journey ID. | Missed | Passed |
The instructions your model reads when the skill loads.
Load when touching bench/ in gentle-ai, adding or changing a journey, changing a product semantic a journey might pin, or diagnosing a bench failure in CI's Unit Tests job.
go test ./bench validates corpus declarations only. It does NOT execute journeys. The only driven proof is building the harness and the product binary and running the harness against it; a green go test ./bench claims nothing about execution..github/workflows/ci.yml and copy its exact build and gentle-ai-bench run --binary ... commands. Use --only <journey-id> to drive one journey.journeys_*.go file. The collision guard fails loudly naming both files; pick an unused ID by reading the corpus, never reuse a retired one.Review: — reviewOptedIn (the runner enables receipt-driven development globally before the first step, uncounted, and fails the journey if the switch does not come on) or reviewUntouched (its subject IS the switch, or it has nothing to do with reviews). The declaration is mandatory; validateCorpus fails the run without it. Lifecycle journeys must not depend on the product default. Reviews default to ON; reviewUntouched does not imply OFF. Journeys requiring OFF must explicitly disable it, while default-mode journeys must assert ON/default with unset sources.execute transition must carry a runnable command; the dead-execute guard fails the run otherwise.dead_end prints n/a unless the run actually measured one. Never fabricate a value to move the column.by_design exemption costs a shape from the closed vocabulary plus a verified quote of the product's own next-action text. If the quote no longer tells the operator what to do, it is a defect wearing an exemption.journeys_*.go file when the shared ones are owned by open PRs; bump the core journey-count pin in the same change.go test ./... in bench/ for declarations, THEN the driven harness for execution; both results go in the PR body.PR evidence includes the driven-mode summary line (completed / unsupported / failed counts) from a locally built binary, not only go test output.
test cases passed, vs 8 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.