bottleneck-hunter

Decompose industrial super-trends into physical supply-chain bottlenecks for investment screening.

Updated Jul 29, 2026
One-click install
npx skills add https://github.com/santoosaraujo/vibe-trading-claude --skill bottleneck-hunter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bottleneck-hunter
Source: https://github.com/santoosaraujo/vibe-trading-claude/tree/main/.claude/skills/bottleneck-hunter
Command: npx skills add https://github.com/santoosaraujo/vibe-trading-claude --skill bottleneck-hunter

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 within high-growth super-trends.

Core Features & Use Cases

  • Supply-Chain Decomposition: Breaks down complex trends like AI infrastructure or energy transition into physical Layer 2 and Layer 3 choke points.
  • Rigorous Scoring: Evaluates potential bottlenecks against 6 scarcity criteria including supply concentration and expansion lead times.
  • Financial Validation: Integrates mandatory valuation gates to ensure that identified bottlenecks are actually viable investment opportunities rather than just over-priced concepts.

Quick Start

Use the bottleneck-hunter skill to analyze the physical supply chain for the AI infrastructure trend and identify potential investment opportunities.

Frequently Asked Questions about bottleneck-hunter

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

FAQPage Schema
How do I identify physical supply-chain bottlenecks for thematic investing?

To identify physical supply-chain bottlenecks for thematic investing, decompose industrial super-trends into Layer 2 and Layer 3 choke points, then evaluate them against six scarcity criteria to find hidden alpha.

How does supply-chain decomposition find undervalued investment opportunities?

Supply-chain decomposition finds undervalued investment opportunities by breaking down high-growth trends like AI infrastructure into physical choke points, applying rigorous scoring to supply concentration and expansion lead times.

Can I use bottleneck analysis to avoid over-priced concepts in sector research?

Yes, you can use bottleneck analysis to avoid over-priced concepts in sector research by applying mandatory valuation gates that validate whether identified supply-chain constraints are actually viable financial opportunities.

What data do I need to evaluate supply concentration and expansion lead times?

To evaluate supply concentration and expansion lead times, you need web search capabilities to validate scarcity criteria and financial data tools to perform mandatory valuation screening on the identified bottlenecks.

Does bottleneck hunting work for analyzing the energy transition super-trend?

Yes, bottleneck hunting works for analyzing the energy transition super-trend by mapping its physical supply chain to identify critical, under-the-radar choke points and scoring them for investment viability.

What is the difference between bottleneck-hunter and standard thematic market research?

Standard thematic market research often focuses on over-saturated trends, whereas bottleneck-hunter identifies under-the-radar physical supply-chain bottlenecks within those trends and applies rigorous financial validation gates to screen them.