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"headline": "fix(ci): skip already-published PyPI versions on re-run (skip-existin…",
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"body": "MCP Registry 스펙: OCI 패키지에 version 필드 금지.\n버전은 identifier의 태그(ghcr.io/.../image:3.0.2)로만 표시해야 함.\n\n오류: OCI packages must not have 'version' field - include version\n in 'identifier' instead",
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"headline": "fix(registry): remove version field from OCI package in server.json",
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"body": "- pyproject.toml: 2.1.0 → 3.0.2\n- reversecore_mcp/__init__.py: __version__ 동기화\n- server.json: version + OCI identifier 동기화\n\n포함된 변경 (v3.0.1 이후):\n- P0: /health/details AttributeError 수정 (api_key Config 누락)\n- P0: requirements.txt 재생성 (uv pip compile, pillow 제약 수정)\n- P1: /health/details 전용 단위 테스트 추가\n- P1: wheel smoke test - source tree 오염 방지 (cd /tmp)\n- ci: pypi GitHub Environment 생성\n- ci: release.yml PyPI OIDC Trusted Publishing 워크플로 완성",
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"headline": "fix(release): use valid tag glob and verify main ancestry",
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"headline": "feat(release): publish to PyPI and the official MCP Registry (#154)",
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"is_bot": false,
"headline": "fix(ci): restore main pipeline and align health checks (#150)",
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"headline": "fix: harden packaging, Docker runtime, and FastMCP dependencies (#145)",
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"headline": "fix(ci): prevent stale dev lock from overriding FastMCP",
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"headline": "security: fix uncontrolled data in path expression (CodeQL alerts #11…",
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"body": "conftest.py runs fetch_test_binaries.py again inside the container. Since the container lacks gcc, the script was overwriting the good host-compiled binaries with 24-byte dummies. This adds a size check to skip generation if real binaries already exist.",
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"headline": "test: prevent fetch script from overwriting existing real binaries",
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"headline": "test: compile fallback test binaries using gcc in fetch script",
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"is_bot": false,
"headline": "fix: upgrade global pip in base image to fix Trivy CVE-2026-8643",
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"headline": "fix: bump base image tag to force rebuild and suppress hadolint warnings",
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"body": "- Fix RecursionError in dependency mocks by correctly isolating builtins.__import__ calls\n- Update ROPgadget mock to correctly patch shutil.which to align with implementation",
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"body": "- Suppress low-severity B404/B603 subprocess warnings and B110 try-except-pass using # nosec annotations in bandit.\n- Fix B607 by resolving binary paths using shutil.which() before execution (e.g. file, ROPgadget).\n- Relax capstone disassembly test performance threshold from 0.1s to 0.5s to fix flaky CI execution.",
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"headline": "fix: Resolve security warnings and test flakiness",
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"body": "- Update test_real_binary_analysis to use fetch_test_binaries.py instead of removed .sh script\n- Fix MCP report tools test call count assertion\n- Resolve 200+ ruff linting errors (unused variables, blind exceptions, trailing whitespaces)\n- Add missing pytest-benchmark package requirement for performance tests",
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"headline": "fix: Resolve CI and test bugs",
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"is_bot": false,
"headline": "feat: Enhance infrastructure with portable caching and E2E test fetcher",
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"headline": "feat(report): implement CSAF VEX report generator",
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{
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"body": "…paign\n\n- Update generate_fuzzing_harness to optionally save the generated Qiling python harness to the workspace.\n- Enhance run_fuzzing_campaign to accept target_function_or_addr. If provided, it automatically generates a harness and launches afl-fuzz against the python script rather than a native binary.\n- Add mock tests for automated harness generation and workspace saving.",
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"headline": "feat(analysis): integrate fuzzing harness generation into fuzzing cam…",
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"headline": "feat(common): allow dynamic sub-workspace directory creation and nest…",
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"headline": "fix: use temporary directory for malformed inputs in smoke test L26 t…",
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
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"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "122/146 decided PRs merged",
"points": 32,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
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{
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"account_age_days": 662
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"components": [
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
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}
],
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},
{
"key": "verified_domain",
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"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
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{
"key": "owner_reach",
"name": "Owner reach",
"detail": "52 followers of sjkim1127",
"points": 12.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"login": "sjkim1127"
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}
],
"max_points": 25
},
{
"key": "track_record",
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"detail": "9 public repos, account ~1 yr old",
"points": 10.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 9
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},
{
"code": "account_age_years",
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"years": 1
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}
],
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 84,
"inputs": {
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"ecosystems": "pypi",
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"components": [
{
"key": "published_resolvable",
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"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
],
"max_points": 25
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{
"key": "publish_recency",
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"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 8
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}
],
"max_points": 35
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{
"key": "version_history",
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"detail": "1 published versions",
"points": 4,
"status": "partial",
"details": [
{
"code": "published_versions",
"params": {
"count": 1
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"points": 20,
"status": "met",
"details": [
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"code": "package_not_deprecated",
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],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
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"name": "Engineering practices",
"note": null,
"notes": [],
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"has_tests": true,
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"has_linter_config": true,
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"components": [
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"details": [
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"code": "ci_workflows",
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}
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{
"key": "tests_present",
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{
"key": "linter_config",
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{
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{
"key": "openssf_scorecard_ci_tests",
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}
]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 85,
"inputs": {
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"mcp",
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"radare2",
"security",
"mcp-security",
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"homepage": null,
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"components": [
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"details": [],
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{
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"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
"details": [],
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{
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"points": 10,
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"details": [],
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{
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"details": [
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"code": "topics_count",
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}
],
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
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"note": null,
"notes": [],
"value": 48,
"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 4.8
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/25 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "6 existing vulnerabilities detected",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 249 resolved dependencies against OSV; 63 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 249
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 63
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"advisories": 6,
"affected_packages": 2,
"assessed_packages": 249,
"unassessed_packages": 63,
"affected_by_severity": "high 2",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 3
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
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"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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}
],
"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",
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"name": "AI Readiness",
"value": 72,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
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"note": null,
"notes": [],
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"status": "met",
"details": [
{
"code": "legible_history",
"params": {
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}
],
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]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
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"lockfiles": [],
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"points": 0,
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{
"key": "automated_tests",
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"points": 22,
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{
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{
"key": "reproducible_environment",
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],
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{
"key": "demonstrated_agent_practice",
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],
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{
"key": "automated_maintenance",
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"details": [
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"code": "dependency_bot_commits",
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],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
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"status": "missed",
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]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"source_files_sampled": 284,
"oversized_source_files": 1
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"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"points": 27,
"status": "partial",
"details": [
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"code": "typecheck_config_language",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/284 source files over 60KB",
"points": 54.8,
"status": "partial",
"details": [
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"code": "oversized_source_files",
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}
],
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]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
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"has_mcp_signal": true,
"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
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}
],
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}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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