Curriculum

Curriculum

8 tracks · 41 lessons · every lesson ends in an artifact you keep

AllFoundationProComplete
#LessonArtifact you keepTimeTierStatus
01-1Tool Map for Scouts

Map ChatGPT, Claude, Codex, open models, spreadsheets, and workbenches to scouting jobs.

Report, memo, workbook, or prompt pack9 minFoundation2/4
01-2Prompting Like a Scout

Turn messy notes into report-ready language with role, context, evidence, constraints, and output shape.

Report, memo, workbook, or prompt pack12 minFoundation0/4
01-3Verification Habits

Build hallucination checks, uncertainty flags, and evidence review into every AI-assisted artifact.

Report, memo, workbook, or prompt pack10 minFoundation0/4
02-1Game Note Cleanup and Trait Clustering

Convert rough game notes into grouped traits and evidence-backed observations.

  1. 1Problem
  2. 2Walkthrough
  3. 3Materials
  4. 4Guided Rep
  5. 5Solo Rep
  6. 6Verify
  7. 7Artifact
Report, memo, workbook, or prompt pack11 minFoundationResume
02-2Strengths, Weaknesses, Projection, and Role Fit

Translate evidence into club-style summaries and projection language.

Report, memo, workbook, or prompt pack13 minPro0/4
03-1Building a Position Board

Normalize multiple player cards into a clear board structure.

Report, memo, workbook, or prompt pack14 minPro2/4
03-2Tiering and Role Buckets

Use AI to pressure-test role tags without flattening football nuance.

Report, memo, workbook, or prompt pack12 minPro0/4
04-1Cleaning Scouting Datasets

Clean roster and combine data while preserving data-quality warnings.

Report, memo, workbook, or prompt pack12 minFoundation2/4
04-2Formulas and Sortable Views

Build filtered position shortlists and explain the formulas.

Report, memo, workbook, or prompt pack13 minPro0/4
05-1What Codex Is Useful For

Turn repeated manual packet work into scripts and QA steps.

Report, memo, workbook, or prompt pack15 minPro2/4
06-1When Open Models Matter

Compare frontier and open models on football-specific tasks.

Report, memo, workbook, or prompt pack12 minPro2/4
07-1Reusable AI Skills

Write instructions, examples, and failure tests for a scouting assistant.

Report, memo, workbook, or prompt pack16 minComplete2/4
08-1Free-Agent Fit Memo

Use imperfect information to build a fit memo and decision constraints.

Report, memo, workbook, or prompt pack18 minPro2/4