jgarden/player roles are hypotheses
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Player roles are hypotheses

A scouting label should be backed by rounds, context, and a visible sample size.

Working note · 25% developed · low confidence. Maturity describes this note, not certainty about every claim.

Describe the observation first

“Attempted the opening duel in 7 of 18 rifle rounds” is an observation. “Entry player” is a hypothesis. Keep these separate in the interface and in the data model.

Look for counterexamples

Map, side, economy, and team strategy can all change a player’s responsibilities. A single demo is a small sample. Show the rounds that support a label and the rounds that complicate it.

A useful report

Include opening attempts, trade opportunities, utility sequences, and late-round situations. Link each aggregate back to the underlying round. The CS2 Metrics Engine is a place to explore this approach.

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