skill-pipeline

You can automate Claude skill lifecycle management by running a phase-driven pipeline that handles creation, structural validation, semantic evaluation, and pressure testing in a repeatable, auditable process.

The best way to run structural conformity checks and semantic reviews is using an orchestrated pipeline that coordinates conformity-checker and skill-review workflows to enforce gate decisions and phase sequencing.

Yes, you can audit existing Claude skills by running the pipeline to perform structural validation, semantic evaluation, and pressure testing, which generates a production-ready skill report without recreating them.

To generate a new Claude skill skeleton and start onboarding, run the pipeline with the create flag and your desired skill name to initialize the full lifecycle workflow.

Yes, the Claude skill pipeline supports both pressure testing and optional empirical testing as part of its phase-driven workflow to ensure consistent skill quality before production.