·nexus-mapper
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nexus-mapper

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haaaiawd/nexus-skillsGitHub: haaaiawd/nexus-skillsSource: haaaiawd/nexus-skills

Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots. Use when starting work on an unfamiliar repository, onboarding with AI-assisted context, preparing for a major refactoring initiative, or enabling reliable cold-start AI sessions across a team. Produces INDEX.md, systems.md, concept_model.json, git_forensics.md and more. Requires shell execution and Python 3.10+. For ad-hoc file queries or instant impact analysis during active development, use nexus-query instead.

haaaiawd·nexus·mapper
43Installs·44Trend·@haaaiawd

Installation

GitHub: haaaiawd/nexus-skills
$npx skills add https://github.com/haaaiawd/nexus-skills --skill nexus-mapper

How to Install nexus-mapper

Quickly install nexus-mapper AI skill to your development environment via command line

  1. Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
  2. Run Installation Command: Copy and run this command: npx skills add https://github.com/haaaiawd/nexus-skills --skill nexus-mapper
  3. Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Source: haaaiawd/nexus-skills.

SKILL.md

View raw

本 Skill 指导 AI Agent 使用 PROBE 五阶段协议，对任意本地 Git 仓库执行系统性探测，产出 .nexus-map/ 分层知识库。

[!IMPORTANT] 在 PROFILE、REASON、OBJECT、BENCHMARK 完成前，不得产出最终 .nexus-map/。 这不是为了形式完整，而是为了防止 AI 把第一眼假设直接写成结论。最终产物必须建立在脚本输出、仓库结构、反证挑战和回查验证之上。

| 用户提供本地 repo 路径，希望 AI 理解其架构 | ✅ | | 需要生成 .nexus-map/INDEX.md 供后续 AI 会话冷启动 | ✅ | | 用户说「帮我分析项目」「建立项目知识库」「让 AI 了解这个仓库」 | ✅ | | 运行环境无 shell 执行能力（纯 API 调用模式，无 runcommand 工具） | ❌ | | 宿主机无本地 Python 3.10+ | ❌ | | 目标仓库无任何已知语言源文件（.py/.ts/.java/.go/.rs/.cpp 等均无） | ❌ | | 用户只想查询某个特定文件/函数 → 直接用 viewfile / grepsearch | ❌ |

Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots. Use when starting work on an unfamiliar repository, onboarding with AI-assisted context, preparing for a major refactoring initiative, or enabling reliable cold-start AI sessions across a team. Produces INDEX.md, systems.md, concept_model.json, git_forensics.md and more. Requires shell execution and Python 3.10+. For ad-hoc file queries or instant impact analysis during active development, use nexus-query instead. Source: haaaiawd/nexus-skills.

Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/haaaiawd/nexus-skills --skill nexus-mapper
Source
haaaiawd/nexus-skills
Category
!Security
Verified
✓
First Seen
2026-03-10
Updated
2026-03-10
URL
https://www.learn-skills.dev/en/skills/haaaiawd/nexus-skills/nexus-mapper

Browse more skills from haaaiawd/nexus-skills

Quick answers

What is nexus-mapper?

Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots. Use when starting work on an unfamiliar repository, onboarding with AI-assisted context, preparing for a major refactoring initiative, or enabling reliable cold-start AI sessions across a team. Produces INDEX.md, systems.md, concept_model.json, git_forensics.md and more. Requires shell execution and Python 3.10+. For ad-hoc file queries or instant impact analysis during active development, use nexus-query instead. Source: haaaiawd/nexus-skills.

How do I install nexus-mapper?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/haaaiawd/nexus-skills --skill nexus-mapper Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw

Where is the source repository?

https://github.com/haaaiawd/nexus-skills

Details

Category
!Security
Source
skills.sh
First Seen
2026-03-10

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nexus-query
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