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What is dangforge?

ncuzlyang/dangforge — explained in plain English

Analysis updated 2026-05-18

17Audience · pm founderSetup · easy

In one sentence

A Chinese-language AI agent skill that walks an AI through a structured value-investing checklist before analyzing a stock.

Mindmap

mindmap
  root((DangForge))
    What it does
      Structured stock checklist
      Value investing framework
      Scenario based valuation
    Tech stack
      Claude Code skill
      Codex compatible
      Cursor Agent compatible
    Use cases
      Stock analysis
      Sector analysis
      Position sizing
    Audience
      Investors
      PMs and founders
    Disclaimer
      Education only
      Not investment advice

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Have an AI agent run a structured valuation checklist before giving an opinion on a stock.

USE CASE 2

Cross-check a company's announcements, financial reports, and analyst research before analysis.

USE CASE 3

Build pessimistic, neutral, and optimistic valuation scenarios for a stock or sector.

USE CASE 4

Get a proposed position-sizing plan along with conditions that would invalidate the thesis.

What is it built with?

Claude CodeCodex

How does it compare?

ncuzlyang/dangforge0petru/sentimo0xblackash/cve-2026-46333
Stars171717
LanguagePythonC
Setup difficultyeasymoderatemoderate
Complexity3/54/5
Audiencepm founderdeveloperresearcher

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

How do you get it running?

Difficulty · easy Time to first run · 5min

Requires an AI agent capable of reading a GitHub repository, such as Claude Code or Codex, or the separately hosted MuseAI service.

So what is it?

DangForge is not a piece of software you run directly. It is a written skill, a structured set of instructions in Chinese, meant to be handed to an AI agent like Claude Code, Codex, or Cursor Agent so the agent follows a consistent process when analyzing a stock. It is based on a value investing framework attributed to someone referred to as MR Dang. The idea behind it is simple: instead of letting an AI write a smooth sounding but shallow summary about a stock, the skill forces the agent through a fixed checklist before it gives an opinion. That checklist includes pulling the latest data, cross checking company announcements, financial reports, and analyst research against each other, examining the underlying business model, breaking down what drives profit, calculating both a simple valuation and a forward looking price to earnings ratio, building pessimistic, neutral, and optimistic scenarios, estimating expected dividend yield and cash flow, and finally proposing a position sizing plan along with specific conditions that would prove the original thesis wrong. To use it, someone working with an AI agent that can read GitHub repositories simply shares the repository link and asks the agent to install and use the skill, then asks it to analyze a specific stock by name or ticker. The README also points to a separate hosted service called MuseAI as an easier option for people who do not want to set up their own agent environment, since it can read the repository and run the same analysis process directly. The project includes an explicit disclaimer that it is meant only for education, research, and learning about investment analysis methodology, and that it does not constitute investment advice, a securities recommendation, or any promise of returns.

Copy-paste prompts

Prompt 1
Please install this skill from https://github.com/ncuzlyang/DangForge and use it to analyze a stock.
Prompt 2
Use DangForge to walk me through the pessimistic, neutral, and optimistic valuation cases for a company.
Prompt 3
Apply the DangForge checklist to cross-check a company's latest earnings report and analyst research.
Prompt 4
Use DangForge to propose a position sizing plan and risk triggers for a stock I am considering.

Frequently asked questions

What is dangforge?

A Chinese-language AI agent skill that walks an AI through a structured value-investing checklist before analyzing a stock.

How hard is dangforge to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is dangforge for?

Mainly pm founder.

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