skills.rest
fatfingererr
fatfingererrCOMMUNITY
Explore all skills by this author →
𝕏@fatfingererrGitHub

nickel-concentration-risk-analyzer

Analyze global nickel supply concentration by country and mine-level data to quantify market concentration.

3|1|Updated Jan 12, 2026
Search Tags:#scenario#analyze#data-quality#concentration#nickel#HHI#RKAB
One-click install
npx skills add https://github.com/fatfingererr/macro-skills --skill nickel-concentration-risk-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nickel-concentration-risk-analyzer
Source: https://github.com/fatfingererr/macro-skills/tree/main/skills/nickel-concentration-risk-analyzer
Command: npx skills add https://github.com/fatfingererr/macro-skills --skill nickel-concentration-risk-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, requests, beautifulsoup4, camelot-py, tabula-py, matplotlib, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables analysts to quantify global nickel supply concentration, determine Indonesia's dominant role, and evaluate how policy shifts or scenario changes affect global supply and price dynamics.

Core Features & Use Cases

  • Concentration metrics: compute Country Share, CR1/CR3/CR5, and HHI; generate time-series and visualizations.
  • Scenario analysis: simulate RKAB quota cuts, export restrictions, or refinery capacity changes and estimate global impact across hard/half/soft outcomes.
  • Data provenance & validation: trace data origins, apply data-tiering, and highlight data quality with confidence scores.

Quick Start

Run the analysis pipeline to produce results, visuals, and reports:

  • python scripts/nickel_pipeline.py analyze --asof=2026-01-16 --scope=mined
  • python scripts/nickel_pipeline.py scenario --cut=20 --target=Indonesia --exec-prob=0.5
  • python scripts/nickel_pipeline.py ingest --data-level=free_nolimit

Frequently Asked Questions about nickel-concentration-risk-analyzer

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

FAQPage Schema
How do I calculate nickel supply concentration using HHI and CRn metrics?▼

To calculate nickel supply concentration, this Skill computes Country Share, CR1/CR3/CR5, and HHI using country and mine-level data, generating time-series visualizations and Markdown reports to quantify market dominance.

What is the impact of Indonesia RKAB quota changes on global nickel supply?▼

The impact of Indonesia RKAB quota changes is modeled through scenario analysis, estimating global supply impacts and price sensitivity across hard, half, and soft outcomes based on execution probabilities and target parameters.

Can I analyze nickel market concentration scenarios with Python and pandas?▼

Yes, you can analyze nickel market concentration scenarios with Python and pandas. The Skill uses pandas and numpy to process mined nickel content data, apply data-tiering, and output JSON scenario results.

Does this concentration analysis support time-series data and data quality validation?▼

Yes, this concentration analysis supports time-series data and data quality validation by tracing data origins, applying data-tiering, and highlighting data quality with confidence scores to ensure unit consistency for mined nickel content.

What is the best way to simulate nickel export restrictions and refinery capacity shifts?▼

The best way to simulate nickel export restrictions and refinery capacity shifts is using the scenario command, which models global supply impacts and price sensitivity by setting target countries and execution probabilities.

Related Skills

Explore More Data & Analytics Skills→
Prorise-coolProrise-cool
24

scraping-specialist

Scrape websites and extract structured data into CSV or JSON.

Community
Advanced
writerwriter
6

portfolio-risk-drift-detection

Detect and explain credit risk drift in lending portfolios using vintage analysis and migration matrices.

Official
Advanced
yuping322yuping322
20

hk-concentration-risk

Monitor stock, sector, and geographic concentration risk in Hong Kong equity portfolios.

Community
Advanced
nexscope-ainexscope-ai
38

ecommerce.amazon-market-research

Analyze Amazon category market data via the SellerSprite API.

Official
Intermediate