Automated Quality Risk Strategy & Dashboarding
Modern repositories often lack a cohesive quality strategy, leading to excessive tech debt and inconsistent testing. This skill functions as an embedded Senior QA Engineer that performs a deep inspection of your codebase to generate a pragmatic, risk-based Quality Risk Strategy (QRS) and a visual HTML dashboard.
What it does
- Codebase Inspection: Analyzes your repository's structure, tools, and maturity level.
- Risk Assessment: Identifies high-risk areas based on actual file composition and existing test coverage.
- Actionable Strategy: Generates a repo-specific
1-quality-risk-strategy.mddetailing exactly what to test and why. - Visual Dashboard: Produces a self-contained HTML dashboard for stakeholders to visualize the quality posture.
Why use this skill?
Generic AI prompts often produce high-level, "fluffy" advice. This skill is governed by strict workflows and checklists (Repo Inspection, Maturity Assessment, Archetype Guidance) to ensure the output is grounded in your specific technical stack. It saves hours of manual audit time by automatically identifying gaps in your CI/CD, unit testing, and integration patterns, providing a "Minimum Viable Quality" roadmap that is immediately implementable.
Output
The skill delivers two main assets: a detailed Markdown strategy document and a portable HTML dashboard that renders the risk profiles and maturity scores found during the audit.