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Get Started Free →Extract CLI command structure from commander/yargs for AI agent skill generation Use when working with agent-skills, cli, commander, documentation, skill-generation, yargs.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -53% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -50% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -71% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 3% | 0% |
Extract CLI command structure from commander/yargs for AI agent skill generation
Avoid when:
program and helpTexts — program takes precedence and helpTexts is silently ignoredCliExtractionOptions (4 options — see references/config.md)
Commander: introspectCommander Fallback: parseHelpOutput Correlation: correlateFlags Extraction: extractCliSkill
Other measured skills in the registry, with their headline benchmark lift.