plugin-changes-qa

You can automate plugin quality assurance by running a skill that executes deterministic bash scripts for structural validation and employs LLM agents for semantic code review, ensuring compliance with context-lean principles and command conventions.

The best way to validate plugin development is to run a comprehensive QA suite that checks structural integrity via bash scripts and verifies semantic correctness via LLM agents to ensure role descriptions and patterns are accurate.

Yes, automated plugin testing can integrate with a bead tracking issue management system, cross-referencing QA findings to monitor, manage, and report identified structural or semantic issues.

Run automated QA checks before merging new features into the compound-workflows plugin to automatically catch potential bugs, enforce coding conventions, and ensure all new commands and skills are properly documented.

Yes, you can use LLM-powered semantic analysis to review code, verifying compliance with context-lean principles, checking role description accuracy, and validating command completeness across the plugin.

Bash scripts provide deterministic structural validation but do not assess semantic correctness; you need LLM agents to evaluate context-lean patterns, role descriptions, and command conventions for comprehensive quality assurance.