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Get Started Free →Designs or reviews CLIs so coding agents can run them reliably: non-interactive flags, layered --help with examples, stdin/pipelines, fast actionable errors, idempotency, dry-run, and predictable structure. Use when building a CLI, adding commands, writing --help, or when the user mentions agents, terminals, or automation-friendly CLIs.
.claude/skills/kunanonj-cursor-plugin-cli-cli-for-agents/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 23% | 0% |
| case-04 | ✓→✓ | = Same ✓ | -20% | 0% |
Human-oriented CLIs often block agents: interactive prompts, huge upfront docs, and help text without copy-pasteable examples. Prefer patterns that work headlessly and compose in pipelines.
Bad: mycli deploy → ? Which environment? (use arrow keys) Good: mycli deploy --env staging
mycli, then mycli deploy --help. Do not print the entire manual on every run.--help that works--help.--help includes Examples with real invocations. Examples do more than prose for pattern-matching.textOptions: --env Target environment (staging, production) --tag Image tag (default: latest) --force Skip confirmation Examples: mycli deploy --env staging mycli deploy --env production --tag v1.2.3 mycli deploy --env staging --force
cat config.json | mycli config import --stdin).mycli deploy --env staging --tag $(mycli build --output tag-only).textError: No image tag specified. mycli deploy --env staging --tag <image-tag> Available tags: mycli build list --output tags
--dry-run (or equivalent) so agents can preview plans before committing.--yes / --force to skip confirmations while keeping the safe default for humans.resource + verb: if mycli service list exists, mycli deploy list and mycli config list should follow the same shape.textdeployed v1.2.3 to staging url: https://staging.myapp.com deploy_id: dep_abc123 duration: 34s
--help, stdin/pipeline story, error messages with invocations, idempotency, dry-run, confirmation bypass flags, consistent command structure, structured success output.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 16,725 | 13,960 | -17% | 1 | 1 | 0% | 3,631 | 4,055 | +12% | 0 | 0 | — |
case-02 | fail→pass | 18,361 | 11,754 | -36% | 1 | 1 | 0% | 3,594 | 3,183 | -11% | 0 | 0 | — |
case-03 | fail→pass | 14,861 | 8,456 | -43% | 1 | 1 | 0% | 2,844 | 2,313 | -19% | 0 | 0 | — |
case-04 | pass→pass | 10,174 | 4,424 | -57% | 1 | 1 | 0% | 2,022 | 1,617 | -20% | 0 | 0 | — |
case-05 | pass→pass | 12,043 | 4,977 | -59% | 1 | 1 | 0% | 2,441 | 1,724 | -29% | 0 | 0 | — |
case-06 | pass→pass | 9,534 | 7,655 | -20% | 1 | 1 | 0% | 1,883 | 2,280 | +21% | 0 | 0 | — |
case-07 | pass→pass | 10,256 | 6,056 | -41% | 1 | 1 | 0% | 2,145 | 1,942 | -9% | 0 | 0 | — |
case-08 | pass→pass | 10,701 | 6,274 | -41% | 1 | 1 | 0% | 1,984 | 1,943 | -2% | 0 | 0 | — |
case-09 | pass→pass | 10,059 | 6,034 | -40% | 1 | 1 | 0% | 2,012 | 2,142 | +6% | 0 | 0 | — |
case-10 | pass→pass | 11,714 | 7,613 | -35% | 1 | 1 | 0% | 2,292 | 2,036 | -11% | 0 | 0 | — |
case-11 | pass→pass | 13,286 | 10,563 | -20% | 1 | 1 | 0% | 2,688 | 2,869 | +7% | 0 | 0 | — |
case-12 | fail→pass | 14,768 | 10,251 | -31% | 1 | 1 | 0% | 2,813 | 2,757 | -2% | 0 | 0 | — |
case-13 | pass→pass | 7,573 | 3,403 | -55% | 1 | 1 | 0% | 1,371 | 1,348 | -2% | 0 | 0 | — |
case-14 | pass→pass | 8,795 | 2,754 | -69% | 1 | 1 | 0% | 1,658 | 1,272 | -23% | 0 | 0 | — |
case-15 | pass→pass | 6,442 | 3,729 | -42% | 1 | 1 | 0% | 1,226 | 1,413 | +15% | 0 | 0 | — |
case-16 | pass→pass | 6,221 | 3,077 | -51% | 1 | 1 | 0% | 1,124 | 1,256 | +12% | 0 | 0 | — |
case-17 | fail→pass | 10,795 | 9,159 | -15% | 1 | 1 | 0% | 1,977 | 2,427 | +23% | 0 | 0 | — |
case-18 | pass→pass | 8,841 | 8,284 | -6% | 1 | 1 | 0% | 1,939 | 2,353 | +21% | 0 | 0 | — |
case-19 | pass→pass | 15,326 | 6,949 | -55% | 1 | 1 | 0% | 2,483 | 2,146 | -14% | 0 | 0 | — |
case-20 | pass→pass | 11,192 | 11,875 | +6% | 1 | 1 | 0% | 2,387 | 3,067 | +28% | 0 | 0 | — |
case-21 | pass→pass | 9,907 | 10,088 | +2% | 1 | 1 | 0% | 2,237 | 2,786 | +25% | 0 | 0 | — |
case-22 | pass→pass | 13,580 | 14,886 | +10% | 1 | 1 | 0% | 2,990 | 3,910 | +31% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +18 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.