track-agri-hedge-fund-positioning
CommunityTurn COT data into tradable agri signals.
Authorfatfingererr
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps analysts translate COT data into actionable insights on hedge fund flows in agricultural futures, integrating macro indicators to support narrative-based trading decisions.
Core Features & Use Cases
- COT-based flow tracking: compute weekly net positions and group-level flows (Grains, Oilseeds, Meats, Softs, Dairy) to reveal capital directions.
- Firepower & Macro Tailwind: quantify buying firepower and macro wind to judge whether funds have room to add or are near crowded levels.
- Narrative-ready outputs: generate trading calls with annotations, plus visualizations and report-ready JSON/Markdown.
Quick Start
- Install dependencies and run the data fetch steps:
- python scripts/fetch_cot_data.py --start 2025-01-01 --end 2026-01-21
- python scripts/fetch_macro_data.py --start 2025-01-01 --end 2026-01-21
- Run the analysis: python scripts/analyze_positioning.py --start 2025-01-01 --end 2026-01-21
- Inspect outputs in output/ (result.json and agri_fund_positioning_*.png)
Dependency Matrix
Required Modules
pandasnumpyrequestsyfinancematplotlib
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: track-agri-hedge-fund-positioning Download link: https://github.com/fatfingererr/macro-skills/archive/main.zip#track-agri-hedge-fund-positioning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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