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.