SAQS freeze card sync from 617c08a30546 (parent 7525c28aecc6; role Preview; gitignore-aware)

docs tip sync from GH 39311f2: P0 honesty + serve gates (no weights)

measure: FP8 complete + window smoke 2/2 (not gate)

align: FP8/vLLM primary OS + dual Aug3 co-ship (b909004)

Harden August 3 Spark launch candidate

feat: scaffold Qwen3-Coder-Next-Spark-Agentic pack (card+scripts, no weights)