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Ready-made skills

Qbit AI Toolkit can publish reusable skills for recurring engineering workflows. The documentation explains what each skill does and its constraints; the versioned skill asset itself belongs under agent-assets/skills/.

Good candidates​

Reusable skills are appropriate for workflows such as:

  • architecture-impact analysis;
  • security review;
  • release validation;
  • installer development and verification;
  • external-library documentation lookup;
  • repository governance and validation gates.

What every published skill should document​

A ready-made skill should state its trigger conditions, required tools, supported environments, write permissions, expected outputs, failure behavior, and examples of when not to use it.

Versioning​

Changing a skill's operational behavior can affect multiple repositories even when its filename does not change. Treat behavior changes as versioned assets and keep compatibility expectations explicit for downstream consumers.