Results for “research-quality”

Reviews cohesion, naming, responsibility, complexity, and maintainability. Do not use as a default companion to every code change.

Analyzes test suites to measure assertion diversity, detect shallow or trivial assertions, and identify tests that lack meaningful verification.

Spec Craft

Validate financial data quality in market analysis documents before publication, checking price scales, instrument notation, date accuracy, allocation totals, and unit usage.

Audits code quality against a shared contract, producing structured findings and blocking pipeline phases on critical issues without modifying code.

Docs Craft

Configure and manage data quality tests, profiling, alerts, and incidents in OpenMetadata. Use when setting up quality tests, configuring profiler workflows, creating observability alerts, or triaging data quality incidents.

通用多轮迭代改进：对任意研究制品反复调用 /review → 解析反馈 → 修复 → 更新 wiki，直到达标

Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Code Craft

Review test quality using best practices validation. Use when user says "lets review tests" or "I want to evaluate test quality"

Routes quality reviews to specialized critic agents based on file type or flags, covering peer review, code review, and manuscript polish.