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Adds an opt-in stack-sized persistent execution-thread entrypoint. Sequential execution reuses only a registered worker with sufficient stack; ordinary callers and larger stack requests retain the scoped-thread fallback. Concurrent execution and Cairo Native cache implementation are unchanged.
Based on 4c5fd9e, the exact dependency of Madara continuous-nonce batching PR starkware-libs#1255. Companion Madara draft starkware-libs#1256 (madara-alliance/madara#1256) wires its existing executor loop through this entrypoint.
Validation: six standalone Rust 1.89 thread-lifecycle tests passed, including borrowed fallback work, TLS reuse, larger-stack fallback, child-thread isolation, panic propagation and replacement isolation. Non-Native helper compilation passed. Full Madara integration cargo check and four Native-enabled/disabled rejection/reversion/nonce/shutdown regressions passed in release workflow 34696401227. Seven benchmark cells passed; the largest portfolio cell OOM-killed at its unchanged 12 GiB limit after 3,999 of 5,000 invokes. Keep draft: memory retention attribution/profiling and a successful full PM150 run remain unresolved. See the companion draft for exact numbers and limitations. No Cairo Native implementation changes.