look-06-input-output-efficiency
CommunityQuantify input-output efficiency per revenue unit.
Authorshadowinlife
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps analysts quantify how efficiently a company converts revenue into working capital, fixed assets, and labor costs, and compares performance against industry peers.
Core Features & Use Cases
- Compute one-unit revenue capital needs (WC per revenue), fixed-asset intensity (fix_assets per revenue), and labor-productivity metrics (revenue per labor cost) across multiple years.
- Benchmark against SW L3 peers by market cap, surfacing per-year comparisons and a peer Benchmark summary.
- Support true per-capita analysis when an employee-count bundle is provided; enables revenue and profit per employee calculations and flags data gaps for user review.
Quick Start
Run look-06 with your stock and as-of date to obtain the efficiency metrics, and optionally supply a JSON employee-count bundle to enable real per-capita calculations.
Dependency Matrix
Required Modules
duckdb
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: look-06-input-output-efficiency Download link: https://github.com/shadowinlife/nano_quant_skills/archive/main.zip#look-06-input-output-efficiency Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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