generator-offline-review

Run the generator analysis workflow offline using pre-recorded Prisma fixtures.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/vperreard/Mathildanesth --skill generator-offline-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generator-offline-review
Source: https://github.com/vperreard/Mathildanesth/tree/main/.claude/skills/generator-offline-review
Command: npx skills add https://github.com/vperreard/Mathildanesth --skill generator-offline-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Offline variant of generator-ai-review runs the full analysis workflow without requiring Supabase or a live database, using pre-recorded Prisma fixtures to ensure reproducible experiments.

Core Features & Use Cases

  • Record/Replay Prisma proxy for offline data generation.
  • Identical workflow to generator-ai-review: Offline Generate, Data-Driven Analysis (Claude + Codex), Plan, Execute.
  • Phase 0 fixture validation and fixture management for repeatable results across weeks.

Quick Start

Run the offline generator workflow using pre-recorded Prisma fixtures to reproduce the full analysis without a live database.

Frequently Asked Questions about generator-offline-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run generator analysis offline without a live database connection?▼

You can run generator analysis offline without a live database by using pre-recorded Prisma fixtures. A record/replay proxy coordinates fixture management to reproduce the full data-driven analysis workflow without requiring Supabase or a live DB.

What is a Prisma fixture and when do I need it for reproducible experiments?▼

A Prisma fixture is a pre-recorded snapshot of database data used for reproducible experiments. You need it when running offline performance reviews or data-driven analyses of generator outputs across multiple weeks without live database access.

How do I validate fixtures before starting an offline generate and analysis workflow?▼

You validate fixtures during Phase 0 of the offline generate workflow. This fixture validation and management step ensures data integrity and repeatable results before executing the data-driven analysis, plan, and execution pipeline.

Can I reproduce a generator-ai-review workflow without Supabase?▼

Yes, you can reproduce the generator-ai-review workflow without Supabase by using the offline variant. It substitutes the live database with a record/replay Prisma proxy and pre-recorded fixtures while maintaining the identical analysis phases.

What are the limitations of using pre-recorded fixtures for offline performance reviews?▼

Using pre-recorded fixtures for offline performance reviews limits analysis to previously captured data states. Since the record/replay proxy uses static Prisma fixtures, it cannot reflect real-time database changes or test dynamic data-driven scenarios outside the recorded scope.

Does the offline generator analysis workflow support the same phases as the live version?▼

Yes, the offline generator analysis workflow supports the identical phases as the live version. It coordinates Offline Generate, Data-Driven Analysis with Claude and Codex, Plan, and Execute steps using fixture management instead of a live database.