inspector/.claude/skills/pre-push-gate/evals/evals.json
cliffhall 6dd43e78ba docs: tune skill eval cases and document how to write them
`skills:eval` was at 38/46 with several skills measuring 0-33%. The low
scores were mostly bad eval cases rather than bad descriptions, for two
reasons that were nowhere written down:

- The harness runs each case with `--max-turns 1`, so the skill has to be
  the model's FIRST tool call. A prompt asking "how does X work here", or
  naming a concrete file, sends the model to Read/Grep first — a better
  answer to the question, scored as a miss. Every 0% case was one of these.
- `AGENTS.md` is resident on every turn, so a prompt it already answers is
  answered without any skill and the case can never pass.

Replace the cases that measured the wrong thing, expand every model-invoked
skill from 3 to 5 positives (negatives kept) so one flake cannot cross the
threshold, and reshape `local-dev`'s description to the action-first form.

Add `docs/skill-authoring.md` with the case shapes that fire, the ones that
cannot, and the probe-then-measure loop.

RUNS=5 npm run skills:eval: 63/63 at or above threshold, 60 at 100%,
all 18 negatives clean.

Closes #2202

Signed-off-by: cliffhall <cliff@futurescale.com>
2026-08-31 23:22:25 -04:00

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[
{
"prompt": "npm run local:gate just failed at the coverage stage. What do I do?",
"expect": "pre-push-gate"
},
{
"prompt": "The gate's Storybook stage is failing for me. How do I diagnose it?",
"expect": "pre-push-gate"
},
{
"prompt": "Everything in the gate started timing out at once. What causes that?",
"expect": "pre-push-gate"
},
{
"prompt": "How do I check whether a stage of the gate really passed?",
"expect": "pre-push-gate"
},
{
"prompt": "The gate failed at the lint stage. How do I work out what is wrong?",
"expect": "pre-push-gate"
},
{
"prompt": "What is 17 multiplied by 23?",
"expect": null
},
{
"prompt": "Write a limerick about a cat.",
"expect": null
}
]