explaingit

hailoc12/ai_native_company

Analysis updated 2026-06-24

46ShellAudience · pm founderComplexity · 1/5LicenseSetup · easy

TLDR

A Vietnamese pack of Claude Code skills, an ebook, and templates for running a solo founder business as a folder tree of SOPs operated by AI workers.

Mindmap

mindmap
  root((ai-native-company))
    Inputs
      Company description
      Task brief
      Templates
    Outputs
      Folder tree
      SOP markdown
      AI worker roles
    Use Cases
      Solo founder ops
      AI workforce design
      SOP scaffolding
    Tech Stack
      Claude Code
      Markdown
      Skills
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Code map

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What do people build with it?

USE CASE 1

Generate a three layer company folder tree of SOPs from a one paragraph description of your business.

USE CASE 2

Turn a recurring task like content publishing into a set of AI worker roles using the KWSR framework.

USE CASE 3

Use the bundled ebook and sample company as a template for a solo founder ops manual.

What is it built with?

Claude CodeMarkdownShell

How does it compare?

hailoc12/ai_native_companyjurisupport/jurisupport-plugins1061700625/github_vps
Stars464138
LanguageShellShellShell
Setup difficultyeasymoderatemoderate
Complexity1/53/52/5
Audiencepm founderops devopsops devops

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

Needs Claude Code plus a Pro, Max, or API plan with Sonnet 4 or later, and commercial use requires a paid agreement.

Creative Commons BY-NC-SA 4.0 lets you share and adapt for non commercial use with attribution and the same license, but commercial use needs a separate agreement.

In plain English

AI Native Company Community Edition is a Vietnamese-language project that packages a way of running a small business with AI agents instead of a large team. The README pitches the model to solo founders and small or medium businesses, claiming that one person can operate at the capacity of 15 to 20 with the help of specialized AI workers and that operating costs drop by 97 percent. The author, Loc Dang, runs a real one person company called AI Native Solutions and shares the structure he uses. The repository is not a piece of software you run on its own. It is a set of Claude Code skills, an ebook, sample company files, and templates. The two main skills are vibe-company-orchestrator, which designs the whole company as a folder tree with SOP markdown files, and vibe-aiworkforce, which turns a workflow or task into a set of AI worker roles. The orchestrator uses a three layer architecture for strategy, operations, and support, and references Porter Value Chain, Archimate, IPO, and RACI. The workforce skill uses a KWSR framework that splits each department into Knowledge, Workflow, Skill, and Rule folders. Getting started needs Claude Code, either the CLI or the IDE extension, plus a Claude Pro or Max plan or an API key with Claude Sonnet 4 or later. Setup is a git clone followed by copying the two skills into ~/.claude/skills. After that, the user types /vibe-company-orchestrator to describe their company and have the skill produce the folder structure and SOPs, or /vibe-aiworkforce to design AI workers for a specific task. The README also describes a four stage transformation path, from AI as a simple tool to a company designed for AI from the start, and a five state SOP machine: template, input, processing, output, and archive. The docs folder includes a full ebook in Markdown and DOCX, plus a sample company under examples. The license is Creative Commons BY-NC-SA 4.0. Commercial use requires a separate agreement through locdang.com.

Copy-paste prompts

Prompt 1
Install the vibe-company-orchestrator and vibe-aiworkforce skills from ai_native_company into ~/.claude/skills and run /vibe-company-orchestrator for a freelance design studio.
Prompt 2
Use vibe-aiworkforce to design AI workers for a weekly Vietnamese newsletter, output as KWSR folders.
Prompt 3
Translate the SOP machine description from ai_native_company to English and adapt it for a 2 person SaaS company.
Prompt 4
Review the example company folder in ai_native_company and propose where to plug in Notion and Airtable.

Frequently asked questions

What is ai_native_company?

A Vietnamese pack of Claude Code skills, an ebook, and templates for running a solo founder business as a folder tree of SOPs operated by AI workers.

What language is ai_native_company written in?

Mainly Shell. The stack also includes Claude Code, Markdown, Shell.

What license does ai_native_company use?

Creative Commons BY-NC-SA 4.0 lets you share and adapt for non commercial use with attribution and the same license, but commercial use needs a separate agreement.

How hard is ai_native_company to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is ai_native_company for?

Mainly pm founder.

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