serenity-bottleneck-hunter

Reverse-map investment themes through supply chains to identify overlooked upstream bottleneck stocks.

350|66|Updated May 27, 2026
One-click install
npx skills add https://github.com/Mrjie7205/serenity-bottleneck-hunter --skill serenity-bottleneck-hunter
Or copy as Structured Prompt for Agent
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Skill: serenity-bottleneck-hunter
Source: https://github.com/Mrjie7205/serenity-bottleneck-hunter/tree/main
Command: npx skills add https://github.com/Mrjie7205/serenity-bottleneck-hunter --skill serenity-bottleneck-hunter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yfinance, akshare, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps investors avoid crowded theme leaders by reverse-mapping an investment theme through its supply chain to identify overlooked upstream companies with potential bottleneck economics.

Core Features & Use Cases

  • Reverse Supply-Chain Mapping: Breaks a theme into downstream, system, component, equipment, and material layers to expose hard-to-bypass dependencies.
  • Bottleneck Screening: Applies nine bottleneck archetypes, including single-source supply, sold-out capacity, universal components, equipment constraints, and overlooked suppliers.
  • Candidate Validation: Combines player-census and ETF coverage audits, ticker verification, company-status checks, price and momentum analysis, valuation context, red-team research, and explicit invalidation conditions.
  • Research Reports: Produces self-contained HTML reports with chain visualizations, candidate rankings, timing indicators, action triggers, risks, citations, and forward-performance tracking.
  • Use Case: For a theme such as AI data-center power, trace the supply chain, identify upstream equipment or materials suppliers, verify their tradable securities, assess whether the bottleneck is monetizable, and rank candidates by thesis quality and entry conditions.

Quick Start

Ask the skill to analyze an investment theme, such as AI data-center power, and return validated upstream bottleneck-stock candidates with their supply-chain rationale, price context, triggers, risks, and research disclaimer.

Frequently Asked Questions about serenity-bottleneck-hunter

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find overlooked upstream bottleneck stocks for a specific investment theme?

To find overlooked upstream bottleneck stocks, you reverse-map an investment theme through its supply chain layers—downstream, system, component, equipment, and materials—to identify hard-to-bypass dependencies and single-source suppliers with bottleneck economics.

What is reverse supply-chain mapping for thematic equity research?

Reverse supply-chain mapping for thematic equity research deconstructs an investment theme into downstream and upstream layers to expose universal components, single-source supplies, and equipment constraints, validating tradable securities through ETF coverage audits and price analysis.

Can I screen Chinese equities for bottleneck stocks using akshare and yfinance?

Yes, you can screen Chinese equities for bottleneck stocks by using akshare to pull valuation data and yfinance or EODHD for price and momentum analysis, applying nine bottleneck archetypes to validate candidate securities.

How do I validate candidate securities during thematic stock screening?

You validate candidate securities during thematic stock screening by performing player-census and ETF coverage audits, verifying tickers, checking company status, running price and momentum analysis, and applying red-team research with explicit invalidation conditions.

What are the limitations of using bottleneck archetypes for supply chain analysis?

Limitations of using bottleneck archetypes for supply chain analysis include the need for validated ticker resolution and the risk that identified bottleneck economics may not be monetizable, requiring explicit invalidation rules and forward-performance tracking to manage.

Does thematic investing supply chain analysis work for AI infrastructure and semiconductor cycles?

Thematic investing supply chain analysis works effectively for capital-expenditure cycles like AI infrastructure, robotics, semiconductors, and aerospace, tracing equipment and materials suppliers to validate tradable bottleneck securities and generate investment theses.