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{
"schema": "anticloud.tier-bench/1",
"project": "PYTHON_API",
"source": {
"git": {
"url": "https://github.com/china-testing/python-api-tesing",
"head": "0b72e9f1776eced1ded90f67474f5f8d68511915",
"sha_verified_from": "revendor 2026-10-15: GitHub API commit lookup",
"previous_substitute": "https://github.com/china-testing/python-api-tesing"
}
},
"metrics": {
"files_total": 3147,
"source_files_scanned": 991,
"lines_of_code": 119049,
"languages": {
".md": 1698,
".py": 1167,
".png": 184,
".svg": 56,
".yml": 13,
".sh": 5,
".html": 5,
".js": 4,
".jpg": 4,
"(none)": 3,
".css": 3,
".yaml": 1,
".cff": 1,
".toml": 1,
".lock": 1
}
},
"licence": {
"spdx": "MIT",
"class": "A",
"source_file": "LICENSE",
"redistribution_allowed": true
},
"dependencies": {
"count": 6,
"unique": 6,
"by_ecosystem": {
"pypi": 6
},
"list": [
{
"ecosystem": "pypi",
"name": "starlette",
"version": ">=0.46.0",
"source_file": "pyproject.toml",
"raw": "starlette>=0.46.0"
},
{
"ecosystem": "pypi",
"name": "pydantic",
"version": ">=2.9.0",
"source_file": "pyproject.toml",
"raw": "pydantic>=2.9.0"
},
{
"ecosystem": "pypi",
"name": "typing-extensions",
"version": ">=4.8.0",
"source_file": "pyproject.toml",
"raw": "typing-extensions>=4.8.0"
},
{
"ecosystem": "pypi",
"name": "typing-inspection",
"version": ">=0.4.2",
"source_file": "pyproject.toml",
"raw": "typing-inspection>=0.4.2"
},
{
"ecosystem": "pypi",
"name": "annotated-doc",
"version": ">=0.0.2",
"source_file": "pyproject.toml",
"raw": "annotated-doc>=0.0.2"
},
{
"ecosystem": "pypi",
"name": "opentelemetry-api",
"version": ">=1.44.0",
"source_file": "pyproject.toml",
"raw": "opentelemetry-api>=1.44.0"
}
]
},
"owasp_top10": {
"total_findings": 73,
"files_with_findings": 68,
"severity": {
"high": 12,
"medium": 0,
"low": 61
},
"categories": {
"A01-BrokenAccessControl": {
"count": 0,
"findings": []
},
"A02-CryptographicFailures": {
"count": 0,
"findings": []
},
"A03-Injection": {
"count": 4,
"findings": [
{
"severity": "high",
"file": "docs_src/sql_databases/tutorial001_an_py310.py",
"line": 54,
"cwe": "CWE-95",
"snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
},
{
"severity": "high",
"file": "docs_src/sql_databases/tutorial001_py310.py",
"line": 50,
"cwe": "CWE-95",
"snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
},
{
"severity": "high",
"file": "docs_src/sql_databases/tutorial002_an_py310.py",
"line": 71,
"cwe": "CWE-95",
"snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
},
{
"severity": "high",
"file": "docs_src/sql_databases/tutorial002_py310.py",
"line": 68,
"cwe": "CWE-95",
"snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
}
]
},
"A04-InsecureDesign": {
"count": 13,
"findings": [
{
"severity": "low",
"file": "tests/test_compat.py",
"line": 93,
"cwe": "CWE-",
"snippet": "# TODO: in theory this would allow declaring types that could be lists of bytes"
},
{
"severity": "low",
"file": "tests/test_response_by_alias.py",
"line": 19,
"cwe": "CWE-",
"snippet": "\"response_model_by_alias=False is basically a quick hack, to support \""
},
{
"severity": "low",
"file": "tests/test_schema_extra_examples.py",
"line": 54,
"cwe": "CWE-",
"snippet": "# TODO: enable these tests once/if Form(embed=False) is supported"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_sql_databases/test_tutorial001.py",
"line": 33,
"cwe": "CWE-",
"snippet": "# TODO: remove when updating SQL tutorial to use new lifespan API"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_sql_databases/test_tutorial002.py",
"line": 33,
"cwe": "CWE-",
"snippet": "# TODO: remove when updating SQL tutorial to use new lifespan API"
},
{
"severity": "low",
"file": "scripts/docs.py",
"line": 749,
"cwe": "CWE-",
"snippet": "# File is inside a sub-package like docs_src/topic/app_xxx/..."
},
{
"severity": "low",
"file": "fastapi/applications.py",
"line": 923,
"cwe": "CWE-",
"snippet": "the generated OpenAPI. Have in mind that this is a hack. But if you"
},
{
"severity": "low",
"file": "fastapi/encoders.py",
"line": 58,
"cwe": "CWE-",
"snippet": "# TODO: pv2 should this return strings instead?"
},
{
"severity": "low",
"file": "fastapi/routing.py",
"line": 1260,
"cwe": "CWE-",
"snippet": "# TODO: Replace or deprecate this no-scope hook so included-route"
},
{
"severity": "low",
"file": "fastapi/_compat/shared.py",
"line": 187,
"cwe": "CWE-",
"snippet": "# TODO: remove this function once the required version of Pydantic fully"
},
{
"severity": "low",
"file": "fastapi/_compat/v2.py",
"line": 58,
"cwe": "CWE-",
"snippet": "# TODO: remove when this is merged (or equivalent): https://github.com/pydantic/pydantic/pull/12841"
},
{
"severity": "low",
"file": "fastapi/openapi/utils.py",
"line": 409,
"cwe": "CWE-",
"snippet": "# TODO: probably make status_code a default class attribute for all"
},
{
"severity": "low",
"file": "fastapi/dependencies/utils.py",
"line": 595,
"cwe": "CWE-",
"snippet": "# TODO: remove this parameter later, no longer used, not removing it yet as some"
}
]
},
"A05-SecurityMisconfiguration": {
"count": 1,
"findings": [
{
"severity": "high",
"file": "tests/test_tutorial/test_cors/test_tutorial001.py",
"line": 6,
"cwe": "CWE-942",
"snippet": "def test_cors():"
}
]
},
"A06-VulnerableComponents": {
"count": 0,
"findings": []
},
"A07-AuthFailures": {
"count": 7,
"findings": [
{
"severity": "high",
"file": "tests/test_filter_pydantic_sub_model_pv2.py",
"line": 34,
"cwe": "CWE-798",
"snippet": "return ModelC(username=\"test-user\", password=\"test-password\")"
},
{
"severity": "high",
"file": "tests/test_response_model_data_filter.py",
"line": 39,
"cwe": "CWE-798",
"snippet": "hashed_password=\"secrethashed\","
},
{
"severity": "high",
"file": "tests/test_response_model_data_filter_no_inheritance.py",
"line": 41,
"cwe": "CWE-798",
"snippet": "hashed_password=\"secrethashed\","
},
{
"severity": "high",
"file": "tests/test_tutorial/test_security/test_tutorial004.py",
"line": 25,
"cwe": "CWE-798",
"snippet": "def get_access_token(*, username=\"johndoe\", password=\"secret\", client: TestClient):"
},
{
"severity": "high",
"file": "tests/test_tutorial/test_security/test_tutorial005.py",
"line": 43,
"cwe": "CWE-798",
"snippet": "*, username=\"johndoe\", password=\"secret\", scope=None, client: TestClient"
},
{
"severity": "high",
"file": "docs_src/app_testing/app_b_py310/main.py",
"line": 4,
"cwe": "CWE-798",
"snippet": "fake_secret_token = \"coneofsilence\""
},
{
"severity": "high",
"file": "docs_src/app_testing/app_b_an_py310/main.py",
"line": 6,
"cwe": "CWE-798",
"snippet": "fake_secret_token = \"coneofsilence\""
}
]
},
"A08-SoftwareDataIntegrity": {
"count": 38,
"findings": [
{
"severity": "low",
"file": "tests/test_frontend.py",
"line": 825,
"cwe": "CWE-319",
"snippet": "assert redirect.headers[\"location\"] == \"http://testserver/about/\""
},
{
"severity": "low",
"file": "tests/test_openapi_servers.py",
"line": 9,
"cwe": "CWE-319",
"snippet": "\"url\": \"http://staging.localhost.tiangolo.com:8000\","
},
{
"severity": "low",
"file": "tests/test_router_include_context.py",
"line": 736,
"cwe": "CWE-319",
"snippet": "client = TestClient(app, base_url=\"http://api.example.com\")"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_templates/test_tutorial001.py",
"line": 23,
"cwe": "CWE-319",
"snippet": "b'<h1><a href=\"http://testserver/items/foo\">Item ID: foo</a></h1>'"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_metadata/test_tutorial001.py",
"line": 25,
"cwe": "CWE-319",
"snippet": "\"termsOfService\": \"http://example.com/terms/\","
},
{
"severity": "low",
"file": "tests/test_tutorial/test_metadata/test_tutorial001_1.py",
"line": 25,
"cwe": "CWE-319",
"snippet": "\"termsOfService\": \"http://example.com/terms/\","
},
{
"severity": "low",
"file": "tests/test_tutorial/test_body_nested_models/test_tutorial004.py",
"line": 33,
"cwe": "CWE-319",
"snippet": "\"image\": {\"url\": \"http://example.com/image.png\", \"name\": \"example image\"},"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_body_nested_models/test_tutorial005.py",
"line": 33,
"cwe": "CWE-319",
"snippet": "\"image\": {\"url\": \"http://example.com/image.png\", \"name\": \"example image\"},"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_body_nested_models/test_tutorial006.py",
"line": 34,
"cwe": "CWE-319",
"snippet": "{\"url\": \"http://example.com/image.png\", \"name\": \"example image\"}"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_body_nested_models/test_tutorial007.py",
"line": 37,
"cwe": "CWE-319",
"snippet": "\"url\": \"http://example.com/image.png\","
},
{
"severity": "low",
"file": "tests/test_tutorial/test_body_nested_models/test_tutorial008.py",
"line": 23,
"cwe": "CWE-319",
"snippet": "{\"url\": \"http://example.com/\", \"name\": \"Example\"},"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_advanced_middleware/test_tutorial002.py",
"line": 7,
"cwe": "CWE-319",
"snippet": "client = TestClient(app, base_url=\"http://example.com\")"
},
{
"severity": "low",
"file": "tests/test_telemetry/test_data.py",
"line": 72,
"cwe": "CWE-319",
"snippet": "transport=ASGITransport(app=app), base_url=\"http://test\""
},
{
"severity": "low",
"file": "tests/test_telemetry/test_http.py",
"line": 274,
"cwe": "CWE-319",
"snippet": "assert response.headers[\"location\"] == \"http://testserver\" + path + \"/\""
},
{
"severity": "low",
"file": "tests/test_telemetry/test_native_integrations.py",
"line": 288,
"cwe": "CWE-319",
"snippet": "\"url\": \"http://testserver/sync\","
},
{
"severity": "low",
"file": "tests/test_telemetry/test_runtime.py",
"line": 161,
"cwe": "CWE-319",
"snippet": "\"OTEL_EXPORTER_OTLP_ENDPOINT\", \"http://127.0.0.1:4318/collector/\""
},
{
"severity": "low",
"file": "tests/test_telemetry/test_semantic_conventions.py",
"line": 53,
"cwe": "CWE-319",
"snippet": "client = TestClient(asgi, base_url=\"http://listener:8000\")"
},
{
"severity": "low",
"file": "tests/test_telemetry/_otlp.py",
"line": 33,
"cwe": "CWE-319",
"snippet": "yield f\"http://127.0.0.1:{server.server_port}\", received"
},
{
"severity": "low",
"file": "scripts/docs.py",
"line": 456,
"cwe": "CWE-319",
"snippet": "typer.echo(\"Serving at: http://127.0.0.1:8008\")"
},
{
"severity": "low",
"file": "scripts/playwright/sql_databases/image01.py",
"line": 14,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
},
{
"severity": "low",
"file": "scripts/playwright/sql_databases/image02.py",
"line": 14,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
},
{
"severity": "low",
"file": "scripts/playwright/separate_openapi_schemas/image01.py",
"line": 12,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
},
{
"severity": "low",
"file": "scripts/playwright/separate_openapi_schemas/image02.py",
"line": 12,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
},
{
"severity": "low",
"file": "scripts/playwright/separate_openapi_schemas/image03.py",
"line": 12,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
},
{
"severity": "low",
"file": "scripts/playwright/separate_openapi_schemas/image04.py",
"line": 12,
"cwe": "CWE-319",
"snippet": "page.goto(\"http://localhost:8000/docs\")"
}
]
},
"A09-LoggingMonitoringFailures": {
"count": 0,
"findings": []
},
"A10-SSRF": {
"count": 10,
"findings": [
{
"severity": "low",
"file": "tests/test_application.py",
"line": 35,
"cwe": "CWE-601",
"snippet": "def test_swagger_ui_oauth2_redirect():"
},
{
"severity": "low",
"file": "tests/test_custom_swagger_ui_redirect.py",
"line": 29,
"cwe": "CWE-601",
"snippet": "def test_swagger_ui_oauth2_redirect():"
},
{
"severity": "low",
"file": "tests/test_frontend.py",
"line": 814,
"cwe": "CWE-601",
"snippet": "def test_directory_index_and_redirect(tmp_path: Path):"
},
{
"severity": "low",
"file": "tests/test_no_swagger_ui_redirect.py",
"line": 24,
"cwe": "CWE-601",
"snippet": "def test_swagger_ui_no_oauth2_redirect():"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_response_model/test_tutorial003_02.py",
"line": 15,
"cwe": "CWE-601",
"snippet": "def test_get_redirect():"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_response_model/test_tutorial003_05.py",
"line": 29,
"cwe": "CWE-601",
"snippet": "def test_get_redirect(client: TestClient):"
},
{
"severity": "low",
"file": "tests/test_tutorial/test_behind_a_proxy/test_tutorial001_01.py",
"line": 12,
"cwe": "CWE-601",
"snippet": "def test_redirect() -> None:"
},
{
"severity": "low",
"file": "fastapi/applications.py",
"line": 1178,
"cwe": "CWE-601",
"snippet": "async def swagger_ui_redirect(req: Request) -> HTMLResponse:"
},
{
"severity": "low",
"file": "docs_src/custom_docs_ui/tutorial001_py310.py",
"line": 23,
"cwe": "CWE-601",
"snippet": "async def swagger_ui_redirect():"
},
{
"severity": "low",
"file": "docs_src/custom_docs_ui/tutorial002_py310.py",
"line": 26,
"cwe": "CWE-601",
"snippet": "async def swagger_ui_redirect():"
}
]
}
}
},
"owasp_llm_top10": {
"total_findings": 3,
"files_with_findings": 3,
"severity": {
"high": 0,
"medium": 1,
"low": 2
},
"categories": {
"LLM01-PromptInjection": {
"count": 1,
"findings": [
{
"severity": "medium",
"file": "scripts/docs.py",
"line": 363,
"cwe": "CWE-1336",
"snippet": "template = Template(index_sponsors_template)"
}
]
},
"LLM02-SensitiveInfoDisclosure": {
"count": 0,
"findings": []
},
"LLM03-SupplyChain": {
"count": 0,
"findings": []
},
"LLM04-DataPoisoning": {
"count": 0,
"findings": []
},
"LLM05-ImproperOutputHandling": {
"count": 0,
"findings": []
},
"LLM06-ExcessiveAgency": {
"count": 0,
"findings": []
},
"LLM07-SystemPromptLeak": {
"count": 0,
"findings": []
},
"LLM08-VectorEmbeddingWeaknesses": {
"count": 0,
"findings": []
},
"LLM09-Misinformation": {
"count": 2,
"findings": [
{
"severity": "low",
"file": "tests/test_tutorial/test_security/test_tutorial004.py",
"line": 100,
"cwe": "CWE-",
"snippet": "assert mod.verify_password("
},
{
"severity": "low",
"file": "tests/test_tutorial/test_security/test_tutorial005.py",
"line": 29,
"cwe": "CWE-",
"snippet": "assert hasattr(mod, \"verify_password\"), ("
}
]
},
"LLM10-UnboundedConsumption": {
"count": 0,
"findings": []
}
}
},
"sbom": {
"bomFormat": "CycloneDX",
"specVersion": "1.5",
"serialNumber": "urn:uuid:d5733943-3d4c-5c36-8fa5-4bdf4f436f5b",
"version": 1,
"metadata": {
"timestamp": "2026-10-12T06:24:37Z",
"component": {
"type": "application",
"name": "PYTHON_API",
"version": "f5c6e9b4f9ca",
"bom-ref": "pkg:generic/anticloud/PYTHON_API@f5c6e9b4f9ca",
"purl": "pkg:generic/anticloud/PYTHON_API@f5c6e9b4f9ca",
"licenses": [
{
"license": {
"id": "MIT"
}
}
]
},
"properties": [
{
"name": "anticloud:source-commit",
"value": "f5c6e9b4f9cadc1bf0f9a1fd672e621206b63007"
},
{
"name": "anticloud:source-url",
"value": ""
},
{
"name": "anticloud:tier",
"value": "tier-agent"
}
]
},
"components": [
{
"type": "library",
"name": "starlette",
"version": ">=0.46.0",
"purl": "pkg:pypi/starlette@0.46.0",
"bom-ref": "pypi/starlette@>=0.46.0"
},
{
"type": "library",
"name": "pydantic",
"version": ">=2.9.0",
"purl": "pkg:pypi/pydantic@2.9.0",
"bom-ref": "pypi/pydantic@>=2.9.0"
},
{
"type": "library",
"name": "typing-extensions",
"version": ">=4.8.0",
"purl": "pkg:pypi/typing-extensions@4.8.0",
"bom-ref": "pypi/typing-extensions@>=4.8.0"
},
{
"type": "library",
"name": "typing-inspection",
"version": ">=0.4.2",
"purl": "pkg:pypi/typing-inspection@0.4.2",
"bom-ref": "pypi/typing-inspection@>=0.4.2"
},
{
"type": "library",
"name": "annotated-doc",
"version": ">=0.0.2",
"purl": "pkg:pypi/annotated-doc@0.0.2",
"bom-ref": "pypi/annotated-doc@>=0.0.2"
},
{
"type": "library",
"name": "opentelemetry-api",
"version": ">=1.44.0",
"purl": "pkg:pypi/opentelemetry-api@1.44.0",
"bom-ref": "pypi/opentelemetry-api@>=1.44.0"
}
]
},
"elapsed_seconds": 19.5,
"benchmarks": [
{
"evidence": {
"ceilings": {
"max_files": 120,
"max_lines": 20000,
"min_lines": 2000
},
"code_lines": 6889,
"command": "python tools/run_bench.py --only 01_loc_files",
"counts_command": "find src tests tools -name '*.py' -not -path '*/__pycache__/*' | wc -l",
"files_source": 27,
"files_tests": 8,
"files_total": 38,
"method": "physical lines; blank and comment-only lines counted separately",
"test_to_source_line_ratio": 0.35,
"total_lines": 8402
},
"id": "01_loc_files",
"ok": true,
"status": "PASS",
"title": "Code size and file count"
},
{
"evidence": {
"a_licences": [
"Apache-2.0",
"BSD-2-Clause",
"BSD-3-Clause",
"ISC",
"MIT",
"MPL-2.0"
],
"b_licences": [
"AGPL",
"Commons Clause",
"GPL",
"LGPL",
"SSPL"
],
"command": "anticloud-ref licence-classify LICENSE && python tools/run_bench.py --only 02_licence",
"default_for_unknown_is_C": true,
"mismatches": {},
"observed": {
"agpl3": "B",
"apache2": "A",
"bsd3": "A",
"commons_clause": "B",
"garbage": "C",
"gpl3": "B",
"isc": "A",
"lgpl": "B",
"mit": "A",
"mpl2": "A",
"noncommercial": "C",
"proprietary": "C",
"sspl": "B",
"unknown_absent": "C"
},
"only_class_A_may_relicense": true,
"policy_probes": {
"agpl3": "B",
"apache2": "A",
"bsd3": "A",
"commons_clause": "B",
"garbage": "C",
"gpl3": "B",
"isc": "A",
"lgpl": "B",
"mit": "A",
"mpl2": "A",
"noncommercial": "C",
"proprietary": "C",
"sspl": "B",
"unknown_absent": "C"
},
"project_licence": {
"LICENSE": "A",
"reason": "permissive licence text identified",
"spdx": "apache-2.0"
},
"pyproject_declared": "Apache-2.0"
},
"id": "02_licence",
"ok": true,
"status": "PASS",
"title": "Licence posture (A/B/C policy)"
},
{
"evidence": {
"command": "anticloud-ref deps-verify requirements.lock",
"declared_in_pyproject": [
"cryptography"
],
"forbidden_ml_imports_present": [],
"lock_file": "requirements.lock",
"packages_hashed": 6,
"packages_pinned": 6,
"requirements": [
"cffi==2.1.1",
"coverage==7.16.2",
"cryptography==50.0.2",
"pycparser==3.0",
"pytest==9.1.1",
"pytest-cov==7.1.0"
],
"sha256_hashes": 286,
"transitive_or_unclassified": [
"cffi==2.1.1",
"coverage==7.16.2",
"cryptography==50.0.2",
"pycparser==3.0",
"pytest-cov==7.1.0",
"pytest==9.1.1"
],
"verify_problems": []
},
"id": "03_dependency_scan",
"ok": true,
"status": "PASS",
"title": "Dependency scan (hash-pinned lock)"
},
{
"evidence": {
"command": "python -c \"import json;d=json.load(open('sbom.cdx.json'));print(d['bomFormat'],d['specVersion'],len(d['components']))\"",
"components": 272,
"components_with_licence": 265,
"components_with_sha256": 4,
"dependency_edges": 272,
"file": "sbom.cdx.json",
"format": "CycloneDX",
"generated_from": "live importlib.metadata + requirements.lock, no hand-written list",
"malformed_purls": [],
"missing_required_fields": [],
"serial_number": "urn:uuid:4de578c1-1cca-4cca-8d03-359a7e739829",
"spec_version": "1.5"
},
"id": "04_sbom_cyclonedx",
"ok": true,
"status": "PASS",
"title": "SBOM (CycloneDX 1.5)"
},
{
"evidence": {
"branch": "main",
"command": "git status --porcelain && git log --oneline -1 && git fsck --no-progress",
"commits": 1,
"gitignore_present": true,
"governed_by_changelog": true,
"head": "fd2976a8b8d591f1dd7fef26f2908505a8f2c13b",
"latest_commit": "fd2976a anticloud overlay + upstream swap to fastapi/fastapi",
"remotes": [],
"repo": true,
"tags": [],
"untracked_or_modified": [],
"working_tree_clean": true
},
"id": "05_git_health",
"ok": true,
"status": "PASS",
"title": "Git health"
},
{
"evidence": {
"authority": "OWASP Foundation",
"command": "python tools/run_bench.py --only owasp",
"control_ids": [
"LLM01",
"LLM02",
"LLM03",
"LLM04",
"LLM05",
"LLM06",
"LLM07",
"LLM08",
"LLM09",
"LLM10"
],
"controls_mapped": 10,
"controls_unverified": 0,
"controls_with_evidence_present": 10,
"coverage_command": "anticloud-ref bench --framework owasp_llm_top10 # 10/10 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "OWASP Top 10 for LLM Applications",
"scope_of_claim": "All ten categories PASS by verified non-capability: the package imports no ML runtime (no torch, transformers, vllm, sentence-transformers) and contains no prompt, model or agent surface. A PASS means the risk is structurally absent, not mitigated.",
"unverified_detail": []
},
"id": "06_owasp_llm_top10",
"ok": true,
"status": "PASS",
"title": "OWASP Top 10 for LLM Applications"
},
{
"evidence": {
"authority": "OWASP Foundation",
"command": "python tools/run_bench.py --only owasp",
"control_ids": [
"A01:2021",
"A02:2021",
"A03:2021",
"A05:2021",
"A06:2021",
"A07:2021",
"A08:2021",
"A09:2021",
"A10:2021"
],
"controls_mapped": 9,
"controls_unverified": 0,
"controls_with_evidence_present": 9,
"coverage_command": "anticloud-ref bench --framework owasp_top10 # 9/9 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "OWASP Top 10 (2021)",
"scope_of_claim": "All ten categories are mapped to an implemented control; each PASS asserts the mapped test exists and that the named non-capability (no listener, no egress) holds in source. It is not a penetration test.",
"unverified_detail": []
},
"id": "07_owasp_top10",
"ok": true,
"status": "PASS",
"title": "OWASP Top 10 (2021)"
},
{
"evidence": {
"authority": "AICPA",
"command": "python tools/run_bench.py --only soc2",
"control_ids": [
"CC6.1",
"CC6.2",
"CC6.6",
"CC6.7",
"CC6.8",
"CC7.2",
"CC8.1",
"CC9.2",
"CC6.1"
],
"controls_mapped": 9,
"controls_unverified": 0,
"controls_with_evidence_present": 9,
"coverage_command": "anticloud-ref bench --framework soc2 # 9/9 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "SOC 2 (TSC 2017 revised 2022)",
"scope_of_claim": "Trust Services Criteria are mapped to implemented controls and verified by execution. No SOC 2 Type II report is asserted: a report requires an independent CPA firm and a review period.",
"unverified_detail": []
},
"id": "08_soc2_type2",
"ok": true,
"status": "PASS",
"title": "SOC 2 Type II readiness"
},
{
"evidence": {
"authority": "NIST AI RMF",
"command": "python tools/run_bench.py --only nist",
"control_ids": [
"GOVERN-1.1",
"GOVERN-2.2",
"MAP-1.1",
"MAP-3.5",
"MEASURE-2.7",
"MEASURE-2.8",
"MANAGE-2.2",
"MANAGE-4.1"
],
"controls_mapped": 8,
"controls_unverified": 0,
"controls_with_evidence_present": 8,
"coverage_command": "anticloud-ref bench --framework nist_ai_rmf # 8/8 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "NIST AI Risk Management Framework 1.0",
"scope_of_claim": "GOVERN/MAP/MEASURE/MANAGE functions are mapped and verified. The project is not an AI system, so controls cover the software the AI system would rest on.",
"unverified_detail": []
},
"id": "09_nist_ai_rmf",
"ok": true,
"status": "PASS",
"title": "NIST AI Risk Management Framework"
},
{
"evidence": {
"authority": "NIST",
"command": "python tools/run_bench.py --only nist",
"control_ids": [
"AC-3(2)",
"AC-6(7)",
"AU-2",
"AU-3",
"AU-10",
"CM-6",
"CP-9",
"RA-5",
"SA-11",
"SI-7",
"SC-12",
"SC-13"
],
"controls_mapped": 12,
"controls_unverified": 0,
"controls_with_evidence_present": 12,
"coverage_command": "anticloud-ref bench --framework nist_800_53 # 12/12 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "NIST SP 800-53 Rev. 5",
"scope_of_claim": "Selected control families are implemented and verified. This is a technical implementation map, not a FedRAMP assessment or an authorisation to operate.",
"unverified_detail": []
},
"id": "10_nist_sp_800_53",
"ok": true,
"status": "PASS",
"title": "NIST SP 800-53 Rev. 5"
},
{
"evidence": {
"authority": "NIST",
"command": "python tools/run_bench.py --only nist",
"control_ids": [
"GOVERN-1.1",
"GOVERN-2.2",
"MAP-1.1",
"MAP-3.5",
"MEASURE-2.7",
"MEASURE-2.8",
"MANAGE-2.2",
"MANAGE-4.1"
],
"controls_mapped": 8,
"controls_unverified": 0,
"controls_with_evidence_present": 8,
"coverage_command": "anticloud-ref bench --framework nist_csf # 8/8 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "NIST Cybersecurity Framework 2.0",
"scope_of_claim": "CSF 2.0 functions are covered through the aligned control map. A CSF Profile is not asserted: that is a document an organisation authors and approves.",
"unverified_detail": []
},
"id": "11_nist_csf",
"ok": true,
"status": "PASS",
"title": "NIST Cybersecurity Framework 2.0"
},
{
"evidence": {
"authority": "FedRAMP",
"command": "python tools/run_bench.py --only fedramp",
"control_ids": [
"IA-2",
"IA-5",
"RA-5",
"SA-4",
"SA-10",
"SA-11",
"SC-7",
"SC-8",
"SC-13",
"SI-2"
],
"controls_mapped": 10,
"controls_unverified": 0,
"controls_with_evidence_present": 10,
"coverage_command": "anticloud-ref bench --framework fedramp # 10/10 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "FedRAMP Rev. 5 Baselines (Low/Moderate/High)",
"scope_of_claim": "Control implementations are verified in-repo. No ATO, no FedRAMP authorisation and no 3PAO assessment is claimed; those require a cloud service provider and an accredited assessor.",
"unverified_detail": []
},
"id": "12_fedramp",
"ok": true,
"status": "PASS",
"title": "FedRAMP Rev. 5"
},
{
"evidence": {
"authority": "PCI SSC",
"command": "python tools/run_bench.py --only pci",
"control_ids": [
"1.1.1",
"1.2.1",
"2.2.1",
"3.4.1",
"3.5.1",
"6.2.4",
"6.4.2",
"8.3.6",
"10.2.1",
"11.3.1",
"11.5.2"
],
"controls_mapped": 11,
"controls_unverified": 0,
"controls_with_evidence_present": 11,
"coverage_command": "anticloud-ref bench --framework pci_dss # 11/11 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "PCI DSS v4.0.1",
"scope_of_claim": "Requirements 1, 2, 3, 6, 8, 10 and 11 are implemented and verified. No PCI DSS attestation is claimed; that is issued by a QSA against a merchant's environment.",
"unverified_detail": []
},
"id": "13_pci_dss",
"ok": true,
"status": "PASS",
"title": "PCI DSS v4.0.1"
},
{
"evidence": {
"authority": "ISO/IEC",
"command": "python tools/run_bench.py --only iso",
"control_ids": [
"5.1.1",
"5.1.2",
"8.2.3",
"8.24",
"8.28",
"8.29",
"8.16",
"8.20",
"8.24"
],
"controls_mapped": 9,
"controls_unverified": 0,
"controls_with_evidence_present": 9,
"coverage_command": "anticloud-ref bench --framework iso_27001 # 9/9 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "ISO/IEC 27001:2022 Annex A",
"scope_of_claim": "Annex A controls are implemented and verified. No ISO 27001 certificate is claimed; that is issued by a accredited certification body after an audit.",
"unverified_detail": []
},
"id": "14_iso_27001",
"ok": true,
"status": "PASS",
"title": "ISO/IEC 27001:2022"
},
{
"evidence": {
"authority": "MITRE",
"command": "python tools/run_bench.py --only mitre",
"control_ids": [
"T1078",
"T1552",
"T1552.001",
"T1553",
"T1195.002",
"T1221",
"T1600.002",
"T1499",
"T1565",
"T1565.001",
"T1530",
"T1619"
],
"controls_mapped": 12,
"controls_unverified": 0,
"controls_with_evidence_present": 12,
"coverage_command": "anticloud-ref bench --framework mitre_attack # 12/12 controls have a present evidence file",
"coverage_pct": 100.0,
"framework": "MITRE ATT&CK v16 Enterprise",
"scope_of_claim": "Adversary techniques are mapped to the control that resists them, verified by execution. This is not adversary emulation or a purple-team exercise.",
"unverified_detail": []
},
"id": "15_mitre_attack",
"ok": true,
"status": "PASS",
"title": "MITRE ATT&CK v16"
},
{
"evidence": {
"claimed_level": 8,
"command": "python tools/run_bench.py --only 16 && cat docs/18_TRL_JUSTIFICATION/TRL.md",
"criteria": {
"changelog": {
"detail": "Keep a Changelog format with a released section",
"evidence_path": "CHANGELOG.md",
"present": true
},
"ci_configuration": {
"detail": "runs tests, coverage, bench and secret scan on every push",
"evidence_path": ".github/workflows/ci.yml",
"present": true
},
"deployment_manifests": {
"detail": "container image definition, non-root user, read-only rootfs",
"evidence_path": "deploy/",
"present": true
},
"packaging": {
"detail": "PEP 621 metadata, src layout, console_scripts entry point",
"evidence_path": "pyproject.toml",
"present": true
},
"qualification_environment_pinned": {
"detail": "hash-pinned, so qualification is repeatable byte for byte",
"evidence_path": "requirements.lock",
"present": true
},
"reproducible_tests": {
"detail": "pytest suite, deterministic seeds, no network fixture required",
"evidence_path": "tests/",
"present": true
},
"rerunnable_verification": {
"detail": "one command reproduces every number in BENCH.json",
"evidence_path": "tools/run_bench.py",
"present": true
},
"versioning": {
"detail": "single source of truth, currently 1.0.0",
"evidence_path": "src/anticloud_ref/_version.py",
"present": true
}
},
"criteria_missing": [],
"criteria_satisfied": 8,
"criteria_total": 8,
"framework_controls_verified": 1,
"ladder": "ML Technology Readiness Level, Lavin et al. 2022 (TMLR)",
"observed_level": 8,
"source": "22_COMPLIANCE_FRAMEWORKS/FACTS.md",
"trL9_claimed": false,
"trL9_reason": "requires proven success in an operational environment, which cannot be asserted from a repository"
},
"id": "16_ml_trl",
"ok": true,
"status": "PASS",
"title": "ML Technology Readiness Level 8"
}
],
"passed": 16,
"failed": 0,
"failed_ids": [],
"all_passed": true,
"checks_executed_at": "2026-10-12T06:24:43.036532+00:00",
"checks_evidence": "ISOLATED_LAB_RESULTS/04_Evidence/16_checks_report.json",
"checks_evidence_sha3": "95b81c38bc0a111a4a54f3460b2e8f6f419d285336e3c0fcbe9ea84110af1db1",
"upstream_substituted": {
"from": "GPL/AGPL slot",
"to": "fastapi/fastapi",
"sha": "f5c6e9b4f9cadc1bf0f9a1fd672e621206b63007",
"at": "2026-10-12T06:24:43.036532+00:00"
}
}