Bill 5830361463 Step 257: token efficiency tests + benchmarks (Phase 9c complete) ...

Systematic validation of all Phase 9c token-saving features: compact AST
(6-7% of full size), lean scope (4% of detailed), diagnostic deltas, budget
pagination across 3 pages, batch queries, and combined 95% savings. Benchmark
confirms sub-millisecond parse->mutate->diagnose cycles. Also adds Environment
Layer feature request to docs/annotations.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-11 19:34:58 +00:00

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