A comprehensive 3-stage investment analysis system for evaluating stocks across global markets using cold logic, multi-agent debates, and deep AI industry chain mapping.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install investment-framework-bundle
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install investment-framework-bundle using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Investment Framework Bundle?
The Investment Framework Bundle is a professional-grade research workflow designed for sophisticated AI agents. It guides users through a rigorous three-stage analysis process: V1 (Logic Decoupling), V2 (Bull/Bear Debate), and V3 (Deep AI Industry Chain Analysis). By utilizing Openclaw Skills, investors can transition from emotional trading to a structured, data-driven approach that encompasses everything from survival rules to quantitative screening. This skill supports A, H, and US markets, providing a Wall Street-level pipeline for analyzing semiconductor, software, and infrastructure investments.
The framework is built to be objective and unforgiving, prioritizing capital preservation through strict risk-control protocols. Whether you are assessing a single stock or mapping an entire sector, this tool ensures that every investment thesis is stress-tested against opposing viewpoints and historical valuation benchmarks.
Investment Framework Bundle Use Cases
- Evaluating potential stock purchases or bottom-fishing opportunities with high precision.
- Conducting deep-dive research into AI industry chain stocks, from GPUs to application layers.
- Running structured bull vs. bear debates to identify and minimize cognitive biases.
- Verifying stock valuations using Reverse DCF models and historical PE/PB percentiles.
- Managing portfolio risk through strict survival rules and objective stop-loss mechanisms.
How Investment Framework Bundle Works
- The workflow begins with V1 Cold Logic analysis, filtering the target through survival rules and the A-X framework (Market, Opponent, Error, Price, Signal, Position, Profit, Time, and Stop Loss).
- The skill performs triple value verification using Reverse DCF, relative valuation comparison, and moat strength testing (ROIC > 15%).
- Upon passing V1, the system moves to V2 for a structured multi-agent debate where 'Bull' and 'Bear' personas collect facts across fundamental, sentiment, macro, and technical dimensions.
- If the target involves the AI sector, V3 Deep Research is triggered to map the asset across five layers of the AI industry chain: Compute, Infrastructure, Cloud, Application, and Valuation.
- The process concludes with a synthesized report featuring a quantified score, actionable entry/exit targets, and a catalyst calendar.
Investment Framework Bundle Setup
To utilize this investment system within Openclaw Skills, you must provide the ticker or name of a financial instrument. Use the following triggers to initialize the specific stage of the workflow:
# Initialize stage V1 analysis
"Help me analyze [Ticker] using the investment framework."
# Trigger a stage V2 Bull/Bear debate
"Run a V2 debate for [Ticker]."
# Execute a V3 deep dive for AI stocks
"Perform a V3 AI industry chain deep research on [Ticker]."
Investment Framework Bundle Data Schema & Taxonomy
The skill organizes its analysis into a structured metadata taxonomy for high clarity and actionable output:
| Module | Key Data Points |
|---|---|
| A-X Framework | Market conditions, Opponent behavior, Error mechanisms, Price deviation, Entry signals, Position sizing, Profit targets, Time limits, Stop-loss events |
| AI Industry Layers | 1. Compute (GPU/HBM), 2. Infrastructure (Data Centers/Power), 3. Cloud Services, 4. Application Layer, 5. Valuation Methodology |
| Debate Dimensions | Fundamentals (Revenue/Cash Flow), Sentiment (Analyst ratings), Macro (Policy/Industry trends), Technicals (MACD/RSI/Support) |
Investment Framework Bundle Advanced Features
- Multi-agent simulation for adversarial cross-examination between bull and bear research roles.
- Reverse DCF modeling to calculate market-implied growth expectations and identify ridiculous valuation gaps.
- Quantitative screening filters for liquidity (Market Cap > $5B), growth (YoY > 30%), and Forward P/E thresholds.
- Qualitative scoring system (+/- points) for AI product commercialization, management vision, and moat strength.
- Integration with curated high-quality data sources for US, HK, and A-share markets including The Information and StockAnalysis.
SKILL.md
Loading
Related Openclaw Skills
Auto-Rental Search
An AI-driven travel search skill that provides real-time car rental comparisons, flight bookings, and hotel reservations via a specialized CLI executor.
Night Bazaar
A travel and culinary exploration skill that finds night markets, food streets, and booking options via the flyai CLI.
Travel Insurance Finder
A CLI-driven AI agent skill for discovering, comparing, and booking real-time travel insurance plans powered by Fliggy.
Travel SIM Card & eSIM Finder
A specialized AI agent skill for discovering and booking international travel SIM cards and eSIM data packages using real-time Fliggy data.
AI Viral Title Generator
An AI-powered tool that generates high-engagement video titles and processes video exports through a high-performance cloud GPU pipeline.
Best Unified Video Lyrics
An AI-powered video editing skill that automatically synchronizes on-screen lyrics with song vocals for professional music video production.
Featured*
