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Tools and open resources

Fantasy basketball analyzer

A research-backed draft and season toolkit for one ESPN auction league: rules decoded, player values and a draft-night script.

Status: In use

What it does

  • The league settings translated into strategy, including the weekly games-played cap.
  • A top-130 player value table with auction dollars, ADP, strengths, weaknesses and risk, plus a target list with a maximum bid per player.
  • A draft-night game plan and a short in-season weekly routine.
  • A mind map of about 150 KB of cited research, and notes on data sources and automation options.

Why it exists

To test how well an AI-assisted research process can prepare someone for a real, time-boxed decision.

Stack and status

Stack

  • Markdown and CSV documents
  • HTML mind map
  • Research reports with sources

Status: In use

Used for the October 2026 draft. It is a document and data toolkit, not a live software app.

What is public and what is private

Public

Nothing.

Private

The league data and player tables.

Honest limitations

  • Values are model estimates, and sports outcomes are uncertain.
  • League specific.
  • No claim about how any team finishes.

Start with a session

Want AI-assisted research for a decision of your own? Book a 1:1 session.