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project-marlin

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Streamline AI-driven code-review workflow

Software Engineering#workflow#code-review#ai-code-evaluation#pr-selection#prompt-preparation
Authorparasharcuraj
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Project Marlin provides a structured, repeatable workflow for evaluating AI-generated Python code changes on real GitHub repositories. It guides you through assembling prompts, selecting meaningful PRs, running a three-turn evaluation, and rating and justifying outcomes, all while ensuring decisions are grounded in your own analysis and not external models.

Core Features & Use Cases

  • Six-step workflow: Assessment, PR selection, prompt preparation, CLI setup, PR creation, and submission, with strict sequential ordering.
  • Three-turn evaluation: Execute at least three deliberate turns (A vs B) and justify the better response.
  • PR-context-driven prompts: Create task-focused prompts that describe outcomes and behaviors, not implementation details.
  • Non-PR references: Avoid relying on existing PRs; work from a pre-PR baseline for reproducibility.
  • Production readiness mindset: Emphasize edge cases, acceptance criteria, and safe, auditable changes.

Quick Start

Follow Marlin's six-step workflow to evaluate an AI-generated PR on a real repository, starting with expert assessment and ending with submission.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: project-marlin
Download link: https://github.com/parasharcuraj/project-marlin/archive/main.zip#project-marlin

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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