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      "trueno-gpu/src/kernels/quantize/q4k/coalesced/hw_dp4a.rs",
      "trueno-gpu/src/kernels/quantize/q4k/w4a16.rs",
      "trueno-gpu/src/kernels/quantize/q4k/basic.rs",
      "trueno-gpu/src/kernels/quantize/q4k/mod.rs",
      "trueno-gpu/src/kernels/quantize/q4k/dequant.rs",
      "trueno-gpu/src/kernels/quantize/q4k/batched.rs",
      "trueno-gpu/src/kernels/quantize/q4k/dp4a/basic.rs",
      "trueno-gpu/src/kernels/quantize/q4k/dp4a/mod.rs",
      "trueno-gpu/src/kernels/quantize/q4k/dp4a/vectorized.rs",
      "trueno-gpu/src/kernels/quantize/q4k/tiled/mod.rs",
      "trueno-gpu/src/kernels/quantize/q4k/tiled/shared_memory.rs",
      "trueno-gpu/src/kernels/quantize/q4k/tiled/chunked.rs",
      "trueno-gpu/src/kernels/quantize/q4k/interleaved.rs",
      "trueno-gpu/src/kernels/quantize/q6k/mod.rs",
      "trueno-gpu/src/kernels/quantize/q6k/dp4a.rs",
      "trueno-gpu/src/kernels/quantize/q6k/dequant.rs",
      "trueno-gpu/src/kernels/quantize/q6k/gemm.rs",
      "trueno-gpu/src/kernels/quantize/q6k/batched.rs",
      "trueno-gpu/src/kernels/quantize/q6k/multi_warp.rs",
      "trueno-gpu/src/kernels/quantize/q6k/gemv.rs",
      "trueno-gpu/src/kernels/quantize/q6k/coalesced.rs",
      "trueno-gpu/src/kernels/quantize/q6k/hw_dp4a.rs",
      "trueno-gpu/src/kernels/quantize/legacy/q4_1.rs",
      "trueno-gpu/src/kernels/quantize/legacy/mod.rs",
      "trueno-gpu/src/kernels/quantize/legacy/q8_0.rs",
      "trueno-gpu/src/kernels/quantize/legacy/q4_0.rs",
      "trueno-gpu/src/kernels/quantize/legacy/q5_0.rs",
      "trueno-gpu/src/kernels/quantize/fused/gate_up_gemv.rs",
      "trueno-gpu/src/kernels/quantize/fused/mod.rs",
      "trueno-gpu/src/kernels/quantize/fused/nf4_rmsnorm_gemv.rs",
      "trueno-gpu/src/kernels/quantize/fused/rmsnorm_gate_up_swiglu/mod.rs",
      "trueno-gpu/src/kernels/quantize/fused/rmsnorm_gate_up_swiglu/build_ptx.rs",
      "trueno-gpu/src/kernels/quantize/fused/rmsnorm_gemv.rs",
      "trueno-gpu/src/kernels/quantize/fused/nf4_gate_up.rs",
      "trueno-gpu/src/kernels/attention/paged/flash_decoding/mod.rs",
      "trueno-gpu/src/kernels/attention/paged/flash_decoding/chunk_kernel.rs",
      "trueno-gpu/src/kernels/attention/paged/flash_decoding/reduce_kernel.rs",
      "trueno-gpu/src/kernels/attention/paged/mod.rs",
      "trueno-gpu/src/kernels/attention/paged/multi_warp/mod.rs",
      "trueno-gpu/src/kernels/attention/paged/multi_warp/build_ptx.rs",
      "trueno-gpu/src/kernels/attention/paged/batched.rs",
      "trueno-gpu/src/kernels/attention/paged/incremental.rs",
      "trueno-gpu/src/kernels/attention/mod.rs",
      "trueno-gpu/src/kernels/attention/flash/mod.rs",
      "trueno-gpu/src/kernels/attention/flash/standard.rs",
      "trueno-gpu/src/kernels/attention/flash/tensor_core.rs",
      "trueno-gpu/src/kernels/attention/flash/prefill_fused.rs",
      "trueno-gpu/src/kernels/bias_activation/mod.rs",
      "trueno-gpu/src/kernels/lz4/compress/mod.rs",
      "trueno-gpu/src/kernels/lz4/compress/ptx/mod.rs",
      "trueno-gpu/src/kernels/lz4/compress/ptx/build_ptx.rs",
      "trueno-gpu/src/kernels/lz4/compress/wgsl.rs",
      "trueno-gpu/src/kernels/lz4/mod.rs",
      "trueno-gpu/src/kernels/lz4/cpu/mod.rs",
      "trueno-gpu/src/kernels/lz4/decompress.rs",
      "trueno-gpu/src/kernels/elementwise/activations/mod.rs",
      "trueno-gpu/src/kernels/elementwise/residual.rs",
      "trueno-gpu/src/kernels/elementwise/mod.rs",
      "trueno-gpu/src/kernels/elementwise/transform/mod.rs",
      "trueno-gpu/src/kernels/elementwise/transform/transpose.rs",
      "trueno-gpu/src/kernels/elementwise/transform/element_wise.rs",
      "trueno-gpu/src/kernels/elementwise/transform/layout.rs",
      "trueno-gpu/src/kernels/elementwise/kv_cache.rs",
      "trueno-gpu/src/kernels/elementwise/swiglu.rs",
      "trueno-gpu/src/kernels/elementwise/rope/mod.rs",
      "trueno-gpu/src/kernels/elementwise/rope/standard.rs",
      "trueno-gpu/src/kernels/elementwise/rope/batched.rs",
      "trueno-gpu/src/kernels/elementwise/rope/neox.rs",
      "trueno-gpu/src/kernels/elementwise/rope/precise.rs",
      "trueno-gpu/src/kernels/optimizer/mod.rs",
      "trueno-gpu/src/kernels/optimizer/squared_sum.rs",
      "trueno-gpu/src/kernels/optimizer/adamw.rs",
      "trueno-gpu/src/kernels/optimizer/clip.rs",
      "trueno-gpu/src/kernels/optimizer/fused_clip.rs",
      "trueno-gpu/src/kernels/softmax/mod.rs",
      "trueno-gpu/src/kernels/softmax/long_row.rs",
      "trueno-gpu/src/kernels/backward/mod.rs",
      "trueno-gpu/src/kernels/backward/rms_norm.rs",
      "trueno-gpu/src/kernels/backward/gemm.rs",
      "trueno-gpu/src/kernels/backward/softmax.rs",
      "trueno-gpu/src/kernels/backward/nf4_tensor_core.rs",
      "trueno-gpu/src/kernels/backward/layer_norm.rs",
      "trueno-gpu/src/kernels/backward/cross_entropy.rs",
      "trueno-gpu/src/kernels/backward/activations.rs",
      "trueno-gpu/src/kernels/conv1d.rs",
      "trueno-gpu/src/kernels/parity_impls.rs",
      "trueno-gpu/src/kernels/gemv/mod.rs",
      "trueno-gpu/src/kernels/persistent.rs",
      "trueno-gpu/src/kernels/fused/mod.rs",
      "trueno-gpu/src/kernels/fused/gemm_bias_gelu.rs",
      "trueno-gpu/src/kernels/argmax.rs",
      "trueno-gpu/src/kernels/gemm/basic/tensor_core/mod.rs",
      "trueno-gpu/src/kernels/gemm/basic/tensor_core/simulated.rs",
      "trueno-gpu/src/kernels/gemm/basic/tensor_core/cta64_wmma.rs",
      "trueno-gpu/src/kernels/gemm/basic/tensor_core/wmma.rs",
      "trueno-gpu/src/kernels/gemm/basic/tensor_core/cta_wmma.rs",
      "trueno-gpu/src/kernels/gemm/basic/mod.rs",
      "trueno-gpu/src/kernels/gemm/basic/tiled_unrolled.rs",
      "trueno-gpu/src/kernels/gemm/mod.rs",
      "trueno-gpu/src/kernels/gemm/batched/wmma_fp16.rs",
      "trueno-gpu/src/kernels/gemm/batched/mod.rs",
      "trueno-gpu/src/kernels/gemm/batched/naive.rs",
      "trueno-gpu/src/kernels/gemm/batched/tiled.rs",
      "trueno-gpu/src/kernels/gemm/batched/tiled_unrolled.rs",
      "trueno-gpu/src/kernels/gemm/batched_4d/mod.rs",
      "trueno-gpu/src/driver/context.rs",
      "trueno-gpu/src/driver/graph.rs",
      "trueno-gpu/src/driver/sys/mod.rs",
      "trueno-gpu/src/driver/mod.rs",
      "trueno-gpu/src/driver/memory_fuzz_tests/mod.rs",
      "trueno-gpu/src/driver/memory_fuzz_tests/adversarial.rs",
      "trueno-gpu/src/driver/memory_fuzz_tests/basic_operations.rs",
      "trueno-gpu/src/driver/memory_fuzz_tests/async_and_stress.rs",
      "trueno-gpu/src/driver/cublaslt.rs",
      "trueno-gpu/src/driver/stream.rs",
      "trueno-gpu/src/driver/memory/mod.rs",
      "trueno-gpu/src/driver/memory/transfer.rs",
      "trueno-gpu/src/driver/memory/buffer.rs",
      "trueno-gpu/src/driver/cublas_sys.rs",
      "trueno-gpu/src/driver/cublas.rs",
      "trueno-gpu/src/driver/ptx_cache.rs",
      "trueno-gpu/src/driver/sanitizer/mod.rs",
      "trueno-gpu/src/driver/sanitizer/parser.rs",
      "trueno-gpu/src/driver/sanitizer/types.rs",
      "trueno-gpu/src/driver/types.rs",
      "trueno-gpu/src/driver/module.rs",
      "trueno-gpu/src/driver/ptx_patch.rs",
      "trueno-gpu/src/driver/cuda_tests/streams.rs",
      "trueno-gpu/src/driver/cuda_tests/mod.rs",
      "trueno-gpu/src/driver/cuda_tests/stress_and_advanced.rs",
      "trueno-gpu/src/driver/cuda_tests/gpu_buffer.rs",
      "trueno-gpu/src/driver/cuda_tests/driver_and_context.rs",
      "trueno-gpu/src/driver/cublaslt_sys.rs",
      "trueno-gpu/benches/ptx_gen.rs",
      "trueno-gpu/fuzz/fuzz_targets/fuzz_gemm_kernel.rs",
      "trueno-gpu/fuzz/fuzz_targets/fuzz_ptx_builder.rs",
      "benchmarks/gemm_cublas.cu"
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    "min_per_file_coverage_pct": 95.0,
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    "max_file_lines": 500,
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    {
      "hypothesis": "All baseline files still exist",
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        "FileList": []
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      "result": null,
      "override_info": null
    },
    {
      "hypothesis": "The falsifier is active and detecting (Meta-Check)",
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        }
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      "override_info": null
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    {
      "hypothesis": "No coverage exclusion gaming",
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        "FileList": []
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      "override_info": null
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    {
      "hypothesis": "All changed lines are covered",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 100.0
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    {
      "hypothesis": "Total coverage >= 95%",
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          "actual": 0.0,
          "threshold": 95.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "TDG score >= baseline",
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          "actual": 0.0,
          "threshold": 0.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "No function exceeds complexity 20",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 20.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "No vulnerable dependencies added",
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          "details": ""
        }
      },
      "result": null,
      "override_info": null
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    {
      "hypothesis": "No file exceeds 500 lines",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 500.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "Spec & Roadmap Quality",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 95.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "All changes pushed",
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          "dirty_files": 0
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      "hypothesis": "All examples compile and run",
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          "details": ""
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      "override_info": null
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    {
      "hypothesis": "pmat-book validation passes",
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      "override_info": null
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    {
      "hypothesis": "No new SATD markers (TODO/FIXME/HACK)",
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        "FileList": []
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "No new dead code introduced",
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        "FileList": []
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      "result": null,
      "override_info": null
    },
    {
      "hypothesis": "All files have >= 95% coverage",
      "falsification_method": "PerFileCoverage",
      "evidence_required": {
        "FileList": []
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "make lint passes",
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        "BooleanCheck": false
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      "override_info": null
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    {
      "hypothesis": "All match arm variants have test coverage",
      "falsification_method": "VariantCoverage",
      "evidence_required": {
        "FileList": []
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      "result": null,
      "override_info": null
    },
    {
      "hypothesis": "No fix-after-fix chains exceed limit",
      "falsification_method": "FixChainLimit",
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          "actual": 0.0,
          "threshold": 3.0
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      "result": null,
      "override_info": null
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    {
      "hypothesis": "Cross-crate integration tests pass",
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      "override_info": null
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    {
      "hypothesis": "No performance regressions detected",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 0.0
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      "result": null,
      "override_info": null
    },
    {
      "hypothesis": "No incomplete proofs (sorry) introduced",
      "falsification_method": "FormalProofVerification",
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        "NumericComparison": {
          "actual": 0.0,
          "threshold": 0.0
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      "result": null,
      "override_info": null
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      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "description": "At least one test exists",
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      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
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      "id": "require.manifest_integrity",
      "kind": "Require",
      "description": "FileManifest anti-gaming check",
      "falsification_method": "ManifestIntegrity",
      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "kind": "Require",
      "description": "Falsifier self-check active",
      "falsification_method": "MetaFalsification",
      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "id": "ensure.git_sync",
      "kind": "Ensure",
      "description": "All changes pushed to remote",
      "falsification_method": "GitHubSync",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "ensure.no_regression",
      "kind": "Ensure",
      "description": "No previously-passing test now fails",
      "falsification_method": "MetaFalsification",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
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      "description": "Coverage >= 95%",
      "falsification_method": "AbsoluteCoverage",
      "threshold": {
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          "metric": "coverage_pct",
          "op": "Gte",
          "value": 95.0
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      },
      "blocking": true,
      "source": "Default"
    },
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      "id": "ensure.differential_coverage",
      "kind": "Ensure",
      "description": "Changed lines must be covered",
      "falsification_method": "DifferentialCoverage",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
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      "id": "ensure.supply_chain",
      "kind": "Ensure",
      "description": "No vulnerable dependencies",
      "falsification_method": "SupplyChainIntegrity",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
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      "id": "ensure.examples_compile",
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      "description": "All examples compile and run",
      "falsification_method": "ExamplesCompile",
      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "id": "ensure.tdg_regression",
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      "description": "TDG score >= baseline",
      "falsification_method": "TdgRegression",
      "threshold": {
        "Delta": {
          "metric": "tdg_score",
          "op": "Gte",
          "value": 0.0
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      "blocking": true,
      "source": "Default"
    },
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      "id": "ensure.coverage_gaming",
      "kind": "Ensure",
      "description": "No coverage exclusion gaming",
      "falsification_method": "CoverageGaming",
      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "id": "ensure.spec_quality",
      "kind": "Ensure",
      "description": "Spec score meets threshold",
      "falsification_method": "SpecQuality",
      "threshold": {
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          "metric": "spec_score",
          "op": "Gte",
          "value": 95.0
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      "blocking": true,
      "source": "Default"
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      "id": "ensure.book_validation",
      "kind": "Ensure",
      "description": "pmat-book validation passes",
      "falsification_method": "BookValidation",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "ensure.per_file_coverage",
      "kind": "Ensure",
      "description": "All files >= 95% coverage",
      "falsification_method": "PerFileCoverage",
      "threshold": {
        "Numeric": {
          "metric": "per_file_coverage_pct",
          "op": "Gte",
          "value": 95.0
        }
      },
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "ensure.variant_coverage",
      "kind": "Ensure",
      "description": "All match arm variants tested",
      "falsification_method": "VariantCoverage",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "ensure.cross_crate_parity",
      "kind": "Ensure",
      "description": "Cross-crate integration tests pass",
      "falsification_method": "CrossCrateParity",
      "threshold": null,
      "blocking": false,
      "source": "Default"
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      "id": "invariant.compiles",
      "kind": "Invariant",
      "description": "Project compiles at every checkpoint",
      "falsification_method": "ManifestIntegrity",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "invariant.file_size",
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      "description": "No file exceeds 500 lines",
      "falsification_method": "FileSizeRegression",
      "threshold": {
        "Numeric": {
          "metric": "max_file_lines",
          "op": "Lte",
          "value": 500.0
        }
      },
      "blocking": true,
      "source": "Default"
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    {
      "id": "invariant.lint",
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      "description": "cargo clippy passes",
      "falsification_method": "LintPass",
      "threshold": null,
      "blocking": true,
      "source": "Default"
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      "id": "invariant.complexity",
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      "falsification_method": "ComplexityRegression",
      "threshold": {
        "Numeric": {
          "metric": "max_complexity",
          "op": "Lte",
          "value": 20.0
        }
      },
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "invariant.satd",
      "kind": "Invariant",
      "description": "No new SATD markers",
      "falsification_method": "SatdDetection",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "invariant.dead_code",
      "kind": "Invariant",
      "description": "No new dead code introduced",
      "falsification_method": "DeadCodeDetection",
      "threshold": null,
      "blocking": true,
      "source": "Default"
    },
    {
      "id": "invariant.fix_chain",
      "kind": "Invariant",
      "description": "Fix-after-fix chains within limit",
      "falsification_method": "FixChainLimit",
      "threshold": {
        "Numeric": {
          "metric": "fix_chain_count",
          "op": "Lte",
          "value": 3.0
        }
      },
      "blocking": true,
      "source": "Default"
    }
  ],
  "excluded_claims": [],
  "iteration": 1,
  "inherited_postconditions": [],
  "contract_quality": {
    "active_claims": 25,
    "applicable_claims": 25,
    "score": 1.0,
    "rating": "Full"
  },
  "contract_score": null,
  "verification_level": "L3",
  "references": {
    "arxiv": [],
    "spec_sections": [],
    "five_whys_id": null,
    "oracle_context": null
  },
  "chain_of_thought": []
}