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Shakti Style Classification for AI Director

telemetry.

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@v2/shakti-style-classification is the V2 adapter between @shakti/sota-critical combat-sport classification and V2AdaptiveAI AI Director matchup tuning.

Contract#

  • @shakti/sota-critical classifies each player as boxer, kickboxer, striker, grappler, or submission-specialist from observed V2 combat telemetry.
  • The output includes primary and secondary styles, confidence, range preference, pressure tolerance, cancel confidence, and a per-ruleset affinity vector for mk, sf, tekken, wwe, ufc, sc, and dj.
  • @v2/shakti-style-classification converts the classifications into AI Director matchup hints: preferred opponent styles, matchup pressure, and pairwise style distance.
  • V2AdaptiveAI exposes the contract through FV2AdaptiveAIShaktiStyleClassification, FV2AdaptiveAIStyleMatchupHint, and FV2AdaptiveAIShaktiStyleContract.

Rollback Boundary#

Style classification is off-rollback. It is published as shakti.player.style.updated after match end or session aggregation, then bridged to v2.director.shakti.matchup.updated for AI Director. Calls from rollback frames are rejected. If a future rollback-with-CPU mode consumes style information, it must use a match-start snapshot or next-match update, never a mid-rollback Shakti RPC.

V2Services registers shakti-sota-critical on the Shakti domain with bMayInfluenceRollback = false; V2Netcode has no Shakti dependency.