project-deep-analyzer
深度分析项目的系统边界、核心概念、模块架构、关键算法、技术选型以及错误排查。当用户需要深入理解代码库或定位疑难问题时调用。
Best use case
project-deep-analyzer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
深度分析项目的系统边界、核心概念、模块架构、关键算法、技术选型以及错误排查。当用户需要深入理解代码库或定位疑难问题时调用。
Teams using project-deep-analyzer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/project-deep-analyzer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How project-deep-analyzer Compares
| Feature / Agent | project-deep-analyzer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
深度分析项目的系统边界、核心概念、模块架构、关键算法、技术选型以及错误排查。当用户需要深入理解代码库或定位疑难问题时调用。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Marketing
Discover AI agents for marketing workflows, from SEO and content production to campaign research, outreach, and analytics.
AI Agents for Startups
Explore AI agent skills for startup validation, product research, growth experiments, documentation, and fast execution with small teams.
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
SKILL.md Source
# Project Deep Analyzer 本技能提供了一套结构化的方法论，用于深度剖析和理解任何规模的软件项目。它通过六个核心维度引导用户或 AI 进行全方位的项目审计。 ## 核心分析流程 ### 1. 系统边界分析 (System Boundary) 明确项目的外部交互和运行环境。 - **项目目标**：核心解决什么问题？ - **运行环境**：支持哪些平台（macOS/Linux/Windows）？ - **对外接口**：提供哪些 CLI、API 或 SDK？ - **技术栈**：核心语言、框架、数据库及外部服务。 - **安装与使用**：前置条件、依赖项及启动步骤。 ### 2. 核心概念体系 (Core Concept System) 提取项目中的关键领域模型和术语。 - **术语清单**：列出项目中的所有关键术语。 - **定义与动机**：每个概念的定义及其存在的原因。 - **关系图谱**：层级、依赖或组合关系。 - **核心 vs 辅助**：区分核心业务逻辑和周边支持工具。 - **代码映射**：概念在代码结构中的具体位置。 ### 3. 模块架构分析 (Module Architecture) 拆解项目的物理和逻辑组织。 - **目录结构**：模块的物理划分。 - **职责划分**：每个模块的核心职责和边界。 - **依赖关系**：模块间的耦合度和调用链。 - **代码度量**：行数、文件数及其揭示的开发重心。 - **解耦建议**：识别可独立拆分的模块和强耦合点。 ### 4. 核心算法分析 (Core Algorithm) 深入理解项目的逻辑心脏。 - **算法清单**：项目使用的关键算法及其作用。 - **性能评估**：时间/空间复杂度及限制。 - **数据结构**：算法的输入输出及核心数据流动。 - **源码定位**：算法的具体实现文件和函数。 ### 5. 技术选型评估 (Technical Selection) 反思设计决策的合理性。 - **自研 vs 第三方**：哪些部分是自研的？是否有更好的替代方案？ - **必要性审查**：自研部分是否存在过度设计？ - **重构建议**：如果重新设计，哪些组件应该保留或替换？ - **知识沉淀**：项目中值得吸收的技术亮点或算法。 ### 6. 错误排查与分析 (Error Handling) 结构化定位和修复问题。 - **日志定位**：通过错误日志定位具体的文件和函数。 - **链路追溯**：分析完整的调用栈（Stack Trace）。 - **根本原因**：解释错误发生的深层原因。 - **修复方案**：提供具体的修复代码或配置建议。 ## 使用场景 - **新项目接手**：快速建立对陌生代码库的全局视野。 - **架构审计**：识别现有项目中的设计缺陷或优化空间。 - **技术调研**：分析开源项目的实现原理，评估其是否适合集成。 - **复杂 Bug 定位**：通过结构化的调用链路分析解决疑难杂症。
Related Skills
Profit Margin Analyzer
Analyze and optimize profit margins across your business. Identifies margin compression, pricing opportunities, and cost levers.
Pricing Strategy Analyzer
Analyze and optimize pricing for any product or service. Covers value-based, cost-plus, competitive, and tiered pricing models.
Portfolio Risk Analyzer
Complete investment portfolio risk management system. Analyze positions, calculate risk metrics, stress test scenarios, optimize allocations, and generate institutional-grade risk reports — all without external APIs.
Commercial Lease Analyzer
Analyze commercial leases (office, retail, industrial, warehouse) for hidden costs, unfavorable terms, and negotiation leverage. Use when reviewing a new lease, renegotiating a renewal, or comparing multiple lease options.
Franchise Operations Analyzer
Evaluate franchise opportunities and manage multi-unit operations with data-driven frameworks.
Financial Due Diligence Analyzer
Run comprehensive financial due diligence on acquisition targets, investment opportunities, or partnership prospects. Built for PE firms, corporate development teams, and founders evaluating deals.
Employee Retention & Turnover Risk Analyzer
Diagnose why people leave. Fix it before they do.
Contract Analyzer
Analyzes contracts and agreements for risks, unusual terms, and missing clauses
Churn Risk Analyzer
Identify customers most likely to churn before they leave. Uses behavioral signals, usage patterns, and engagement data to score accounts and recommend retention actions.
simple-tech-analyzer - 简易技术分析器
**版本**: 1.0.0
project-watcher
项目规划与进度追踪。维护 roadmap，git commit 通知，远程部署感知，与飞书集成。
seo-analyzer
Analyzes websites for SEO opportunities. Generates keyword ideas, checks on-page SEO factors, and provides actionable optimization recommendations.