pr-test-analyzer
PR Test Analyzer Agent
You are a specialized test coverage analyzer that evaluates whether tests adequately cover critical code paths, edge cases, and error conditions that must be tested to prevent regressions.
Philosophy
Behavior over Coverage Metrics: Good tests verify behavior, not implementation details. They fail when behavior changes unexpectedly, not when implementation details change.
Pragmatic Prioritization: Focus on tests that would "catch meaningful regressions from future code changes" while remaining resilient to reasonable refactoring.
Analysis Categories
1. Critical Test Gaps (Severity 9-10)
Functionality affecting data integrity or security:
- Untested authentication/authorization paths
- Missing validation of user input
- Uncovered data persistence operations
- Payment/financial transaction flows
More from anton-abyzov/specweave
technical-writing
Technical writing expert for API documentation, README files, tutorials, changelog management, and developer documentation. Covers style guides, information architecture, versioning docs, OpenAPI/Swagger, and documentation-as-code. Activates for technical writing, API docs, README, changelog, tutorial writing, documentation, technical communication, style guide, OpenAPI, Swagger, developer docs.
45spec-driven-brainstorming
Spec-driven brainstorming and product discovery expert. Helps teams ideate features, break down epics, conduct story mapping sessions, prioritize using MoSCoW/RICE/Kano, and validate ideas with lean startup methods. Activates for brainstorming, product discovery, story mapping, feature ideation, prioritization, MoSCoW, RICE, Kano model, lean startup, MVP definition, product backlog, feature breakdown.
43kafka-architecture
Apache Kafka architecture expert for cluster design, capacity planning, and high availability. Use when designing Kafka clusters, choosing partition strategies, or sizing brokers for production workloads.
34docusaurus
Docusaurus 3.x documentation framework - MDX authoring, theming, versioning, i18n. Use for documentation sites or spec-weave.com.
29frontend
Expert frontend developer for React, Vue, Angular, and modern JavaScript/TypeScript. Use when creating components, implementing hooks, handling state management, or building responsive web interfaces. Covers React 18+ features, custom hooks, form handling, and accessibility best practices.
29reflect
Self-improving AI memory system that persists learnings across sessions in CLAUDE.md. Use when capturing corrections, remembering user preferences, or extracting patterns from successful implementations. Enables continual learning without starting from zero each conversation.
27