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"status": "met",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 88,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [
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"third_party/xla/xla/GEMINI.md"
],
"agent_instruction_max_bytes": 4659
},
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{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "third_party/xla/xla/AGENTS.md, third_party/xla/xla/GEMINI.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "third_party/xla/xla/AGENTS.md, third_party/xla/xla/GEMINI.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 96,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
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],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "tensorflow/lite/tools/pip_package/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tensorflow/lite/tools/pip_package/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
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"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
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"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
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"notes": [],
"value": 99,
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"largest_source_bytes": 1961182,
"source_files_sampled": 13900,
"oversized_source_files": 349
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "349/13900 source files over 60KB",
"points": 53.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 13900,
"oversized": 349
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
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"examples",
"notebooks"
],
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"tensorflow/core/profiler/protobuf/trace_events_raw.proto",
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"tensorflow/core/util/saved_tensor_slice.proto",
"tensorflow/core/util/test_log.proto",
"tensorflow/distribute/experimental/rpc/proto/tf_rpc_service.proto",
"tensorflow/dtensor/proto/layout.proto",
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"tensorflow/lite/experimental/acceleration/configuration/configuration.proto",
"tensorflow/lite/profiling/proto/model_runtime_info.proto",
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"tensorflow/lite/toco/logging/toco_conversion_log.proto",
"tensorflow/lite/toco/model_flags.proto",
"tensorflow/lite/toco/toco_flags.proto",
"tensorflow/lite/toco/types.proto",
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"tensorflow/lite/tools/evaluation/proto/evaluation_stages.proto",
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"tensorflow/python/training/checkpoint_state.proto",
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"third_party/xla/xla/autotune_results.proto",
"third_party/xla/xla/autotuning.proto",
"third_party/xla/xla/backends/autotuner/autotuning.proto",
"third_party/xla/xla/backends/autotuner/backend_config.proto",
"third_party/xla/xla/backends/autotuner/backends.proto",
"third_party/xla/xla/backends/cpu/runtime/thunk.proto",
"third_party/xla/xla/backends/cpu/xnn_fusion_options.proto",
"third_party/xla/xla/backends/cpu/ynn_fusion_options.proto",
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"third_party/xla/xla/backends/gpu/runtime/buffer_debug_log.proto",
"third_party/xla/xla/backends/gpu/runtime/collective_kernel_thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/collective_thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/convolution_filter_thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/copy_thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/dynamic_slice_thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/thunk.proto",
"third_party/xla/xla/backends/gpu/runtime/thunk_kind.proto",
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"third_party/xla/xla/core/host_offloading/host_offloading_executable.proto",
"third_party/xla/xla/ffi/attribute_map.proto",
"third_party/xla/xla/ffi/execution_state.proto",
"third_party/xla/xla/hlo/tools/hlo_diff/proto/diff_result.proto",
"third_party/xla/xla/megascale/addresses.proto",
"third_party/xla/xla/megascale/dcn_topology.proto",
"third_party/xla/xla/megascale/megascale_runtime_error_overlay.proto",
"third_party/xla/xla/mlir/tools/mlir_replay/public/compiler_trace.proto",
"third_party/xla/xla/mlir/tools/mlir_replay/public/execution_trace.proto",
"third_party/xla/xla/pjrt/distributed/coordination/coordination_service.proto",
"third_party/xla/xla/pjrt/distributed/protocol.proto",
"third_party/xla/xla/pjrt/plugin/xla_cpu/cpu_topology.proto",
"third_party/xla/xla/pjrt/proto/compile_options.proto",
"third_party/xla/xla/pjrt/proto/executable_metadata.proto",
"third_party/xla/xla/pjrt/proto/execute_options.proto",
"third_party/xla/xla/pjrt/proto/pjrt_abi_version.proto",
"third_party/xla/xla/pjrt/proto/pjrt_device_dimensions.proto",
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"third_party/xla/xla/pjrt/proto/pjrt_value_type.proto",
"third_party/xla/xla/pjrt/proto/topology_description.proto",
"third_party/xla/xla/pjrt/se/stream_executor_executable.proto",
"third_party/xla/xla/python/ifrt/array_spec.proto",
"third_party/xla/xla/python/ifrt/attribute_map.proto",
"third_party/xla/xla/python/ifrt/custom_call_program.proto",
"third_party/xla/xla/python/ifrt/device.proto",
"third_party/xla/xla/python/ifrt/dtype.proto",
"third_party/xla/xla/python/ifrt/execute_options.proto",
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