project-researcher

Audit existing project structure, coding conventions, and encapsulation for handovers.

Updated Feb 19, 2026
One-click install
npx skills add https://github.com/walker-hzx/AI-Assistant --skill project-researcher
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: project-researcher
Source: https://github.com/walker-hzx/AI-Assistant/tree/main/skills/project-researcher
Command: npx skills add https://github.com/walker-hzx/AI-Assistant --skill project-researcher

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

这个技能在接手现有项目时,通过对结构、编码规范与封装的审计,快速了解项目现状并给出具有可执行性的批判性评估与改进建议。

Core Features & Use Cases

  • 评估项目结构的清晰性、模块边界与技术栈,帮助快速定位关注点。
  • 识别编码规范和封装方面的差距,提供具体的重构或改写建议。
  • 产出包含改进清单的批判性评估报告,便于团队决策与迭代。

Quick Start

以一个简短的任务指令,指引 AI 对现有代码库进行中途接手调研并输出批判性评估报告。

Frequently Asked Questions about project-researcher

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

FAQPage Schema
How do I audit an existing codebase before taking over a project?

To audit an existing codebase before a takeover, assess the project structure, identify coding conventions, and evaluate encapsulation to produce a critical appraisal with actionable improvements. This quickly reveals quality and risk.

What is the best way to assess code quality during a mid-project handover?

Assessing code quality during a mid-project handover involves identifying structural clarity, module boundaries, and convention gaps. This delivers a critical appraisal report with a concrete improvement checklist for team iteration.

How do I identify coding conventions and encapsulation gaps in a legacy codebase?

Identifying coding conventions and encapsulation gaps in a legacy codebase requires analyzing module boundaries and structural dependencies. This reveals specific refactoring or rewriting suggestions to improve overall code quality.

Can I use this approach to evaluate project structure and dependencies for risk assessment?

Yes, you can evaluate project structure and dependencies for risk assessment by identifying the current project state and architectural layout. This provides a rapid understanding of structural risks and quality constraints.

When do I need a critical appraisal report for an existing project?

You need a critical appraisal report when taking over an existing project, performing legacy code audits, or requiring a rapid understanding of structure. It provides actionable guidance for improvements and team decisions.

What are the limitations of a mid-project code audit?

A mid-project code audit identifies conventions and structural encapsulation but may not cover runtime behavior or dynamic performance issues. It focuses on structural analysis and static quality assessment for handover scenarios.