bottleneck-hunter

Decompose physical production layers to identify and rank supply-chain bottlenecks.

Updated Jul 8, 2026
One-click install
npx skills add https://github.com/hxhyyy/Vibe-Trading --skill bottleneck-hunter-hxhyyy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bottleneck-hunter
Source: https://github.com/hxhyyy/Vibe-Trading/tree/main/agent/src/skills/bottleneck-hunter
Command: npx skills add https://github.com/hxhyyy/Vibe-Trading --skill bottleneck-hunter-hxhyyy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of over-saturated investment research by identifying critical, under-the-radar physical supply-chain bottlenecks that are essential for emerging super-trends.

Core Features & Use Cases

  • Supply-Chain Decomposition: Breaks down complex trends like AI infrastructure or energy transition into physical Layer 2/3 choke points.
  • Rigorous Scoring: Evaluates potential bottlenecks against 6 scarcity criteria and mandatory financial valuation gates.
  • Use Case: If you are researching the AI infrastructure boom, use this skill to look past the well-known GPU manufacturers and identify the specific, constrained specialty fiberglass or optical module suppliers that the industry cannot scale without.

Quick Start

Use the bottleneck-hunter skill to decompose the AI infrastructure super-trend and generate a ranked opportunity board of supply-chain bottlenecks.

Frequently Asked Questions about bottleneck-hunter

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

FAQPage Schema
How do I identify supply-chain bottlenecks for investment research?

To identify supply-chain bottlenecks, decompose emerging industrial super-trends into physical production layers. Target Layer 2 and Layer 3 choke points to uncover constrained suppliers and investment opportunities not yet priced into the market.

What is a Layer 2 or Layer 3 choke point in supply-chain valuation?

A Layer 2 or Layer 3 choke point is a critical physical production layer constraint within an emerging super-trend. These specific, under-the-radar components, like specialty fiberglass, are essential for scaling and often hold hidden alpha.

How do I find under-the-radar investment opportunities in the AI infrastructure supply chain?

To find under-the-radar investment opportunities in the AI infrastructure supply chain, look past well-known manufacturers and decompose the physical layers. This isolates constrained specialty suppliers, such as optical module providers, that the industry cannot scale without.

How are potential supply-chain bottlenecks scored for arbitrage opportunities?

Potential supply-chain bottlenecks are scored by evaluating them against 6 scarcity criteria and mandatory financial valuation gates. This multi-step cross-referencing integrates physical decomposition with financial validation to ensure high-signal, low-risk output.

Can I use supply-chain decomposition for energy transition trends besides AI infrastructure?

Yes, you can use supply-chain decomposition for energy transition trends besides AI infrastructure. The approach targets any emerging industrial super-trend by breaking down physical production layers to find critical constrained suppliers across various sectors.

What are the limitations of using bottleneck analysis for investment valuation?

A limitation of bottleneck analysis is its strict reliance on mandatory financial gates and 6 scarcity criteria. Opportunities failing these rigorous checks are filtered out, potentially excluding high-risk, high-reward scenarios that lack current financial validation.