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refactor: move discovery validation and YAML parsing to Rust #1634

Job	Run time
Classify verification scope	7s
Lockfile consistency	14s
Build wheel (linux-aarch64)	7m 11s
Build wheel (linux-x86_64)	9m 35s
Build wheel (macos-arm64)	8m 25s
Build wheel (macos-x86_64)	18m 11s
Build wheel (windows-x86_64)	14m 45s
Formatter performance guards	8m 15s
Native compiler on Python 3.13	9m 35s
Native compiler on Windows	17m 46s
Compiler golden outputs	8m 28s
Fresh-process compile (3000 models)	11m 20s
Native compiler on Python 3.14	10m 47s
Fresh-process compile cache (5000 models)	9m 49s
Dense all-rules compile (5000 models)	8m 33s
Fresh-process compile cache (10000 models)	12m 14s
Fresh-process compile (10000 models)	8m 21s
DuckDB E2E (build core)	10m 14s
Dense all-rules compile (3000 models)	7m 32s
PostgreSQL integration and E2E tests	8m 50s
Fresh-process compile cache (3000 models)	10m 43s
Dense all-rules compile (10000 models)	9m 26s
Dense all-rules compile (1000 models)	8m 13s
Fresh-process compile (5000 models)	7m 56s
Same-runner compile ratio (dense 3000 models)	15m 31s
Same-runner compile ratio (model analysis CPU vs base 3000 models)	14m 13s
DuckDB E2E (CLI commands)	18m 35s
DuckDB E2E (CLI inspection)	12m 35s
Static checks and unit + integration tests	13m 21s
DuckDB E2E (build incremental)	8m 11s
DuckDB E2E (integrations)	5m 39s
Same-runner compile ratio (custom rules CPU vs base 3000 models)	14m 17s
DuckDB E2E (CLI data)	6m 45s
Same-runner compile ratio (contracts CPU vs base 3000 models)	13m 24s
Same-runner compile ratio (fresh 3000 models)	17m 47s
Performance guards	0s
Rules performance guards	0s
Verify	4s
	6h 6m 52s