star-code-reviewer

Audits source code for research-convention and plan-implementation compliance with evidence-backed reporting.

39|Updated Jul 15, 2026
One-click install
npx skills add https://github.com/wanghao9610/STAR --skill star-code-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: star-code-reviewer
Source: https://github.com/wanghao9610/STAR/tree/main/.cursor/skills/star-code-reviewer
Command: npx skills add https://github.com/wanghao9610/STAR --skill star-code-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This skill ensures code quality and project consistency by automatically auditing source code against established research conventions and verifying that implementations align with project plans.

Core Features & Use Cases

  • Convention Auditing: Checks code against a six-dimension rubric including docstrings, naming, simplicity, and project-specific conventions.
  • Plan Conformance: Verifies that code implementations match the tasks, deliverables, and done-criteria defined in project plans.
  • Mechanical Fixes: Offers a safe, interactive pass to apply mechanical, behavior-preserving fixes like docstring updates or unused import removal.

Quick Start

Run the star-code-reviewer skill to audit all code in the current project against the latest research conventions.

Frequently Asked Questions about star-code-reviewer

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

FAQPage Schema
How do I audit source code for adherence to project conventions and plan-based implementation requirements?

To audit source code for adherence to project conventions, run a static analysis pass across your defined project scope, such as git diffs, specific plan modules, or entire codebases, to identify blockers, major issues, and minor style deviations.

What is the best way to verify code implementations match the tasks and done-criteria defined in project plans?

Verifying code implementations match the tasks and done-criteria defined in project plans requires a plan conformance check, validating deliverables through evidence-backed reporting to ensure alignment with your established project scope.

Can I automatically apply mechanical, behavior-preserving fixes like docstring updates and unused import removal?

Yes, you can automatically apply mechanical, behavior-preserving fixes like docstring updates and unused import removal through a safe, interactive pass designed to update code without altering its functional logic.

How does static analysis check code against a rubric including docstrings, naming, and simplicity?

Static analysis checks code against a six-dimension rubric including docstrings, naming, simplicity, and project-specific conventions by scanning the codebase and generating evidence-backed reports that highlight deviations and blockers.

Does the code review process work across different project scopes like git diffs and entire codebases?

Yes, the code review process operates across defined project scopes including git diffs, specific plan modules, or entire codebases, allowing you to target exactly which sections of the project receive the convention audit.

What are the limitations of using static analysis for convention auditing in a research workflow?

Static analysis for convention auditing in a research workflow is limited to identifying mechanical deviations and plan conformance issues; it cannot evaluate complex runtime logic or subjective architectural decisions outside its six-dimension rubric.