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.