公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-18 14:30 UTC
docling-project / docling-ibm-models
docling-project/docling-ibm-models 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（78/100），最低的是AI Readiness（45/100）。 最近一次更新在 44 天前。 近期的大部分工作由 2 位贡献者完成。
68
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
68
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | docling-ibm-models | 3.13.3 | - | 59 | 44 天前 | doclingconvertdocumentpdflayout-modelsegmentationtable-structuretable-former |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
69
开发活跃度
48存在风险
评分方式
| 18/36 | 推送新近度 — 最近一次推送于 44 天前 |
| 9.7/36 | 提交节奏 — 52 周中有 14 周有提交 |
| 13.6/18 | 提交量 — 最近一年 32 次提交 |
| 7/10 | OpenSSF Scorecard：Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
所用输入
| commits_last_year | 32 |
| human_commit_share | — |
| days_since_last_push | 44 |
| active_weeks_last_year | 14 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 57 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 44 天前 |
| 27/27 | 发布节奏 — 约每 25.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 57 |
| latest_release_tag | v3.13.3 |
| releases_from_tags | 否 |
| days_since_latest_release | 44 |
| mean_days_between_releases | 25.5 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
73
流行度与采用
57中等
评分方式
| 37.5/60 | 星标 — 207 个星标 |
| 15.7/25 | 复刻 — 77 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
所用输入
| forks | 77 |
| stars | 207 |
| watchers | 6 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
69
维护者韧性（巴士系数）
63中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 14.1/22.5 | 提交分布 — 头号贡献者编写了 37% 的提交 |
| 13.5/13.5 | 贡献者广度 — 17 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 8 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 17 |
| top_contributor_share | 0.373 |
议题与 PR 响应能力
54中等
评分方式
| 12.2/46.8 | 议题解决 — 26% 的议题已关闭 |
| 33.1/38.3 | PR 接受 — 已裁定的 PR 中 96/111 已合并 |
| 9/15 | OpenSSF Scorecard：Code-Review — Found 18/29 approved changesets -- score normalized to 6 |
所用输入
| merged_prs | 96 |
| open_issues | 34 |
| closed_issues | 12 |
| issue_closed_ratio | 0.261 |
| closed_unmerged_prs | 15 |
所有权与托管责任
66中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 22.1/25 | 所有者影响力 — docling-project 有 1,193 位关注者 |
| 13.8/25 | 既往记录 — 26 个公开仓库，账户约 1 年 |
所用输入
| followers | 1,193 |
| owner_type | Organization |
| is_verified | — |
| owner_login | docling-project |
| public_repos | 26 |
| account_age_days | 611 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 44 天前 |
| 20/20 | 版本历史 — 59 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | docling-ibm-models |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 44 |
工程质量
基础的工程与文档实践是否到位？
78
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 6 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
55中等
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 否 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
49
安全态势
49存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 18/29 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 5.2/7.5 | Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 56 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.9 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
45
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — docling_ibm_models/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | docling_ibm_models/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（docling_ibm_models/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 53 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 56,449 |
| source_files_sampled | 53 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — samples |
所用输入
| example_dirs | samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
207GitHub 星标
17贡献者
32最近 12 个月提交数
44距最近推送天数
57发布版本数
2巴士系数（bus factor）
34开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 4.9 / 10
4.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 19 out of 19 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 18/29 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 7 | Maintained | 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 56 existing vulnerabilities detected |
直接依赖 14
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | torch | (>=2.2.2,<3.0.0) | pyproject.toml |
| PyPI | torchvision | (>=0,<1) | pyproject.toml |
| PyPI | jsonlines | (>=3.1.0,<5.0.0) | pyproject.toml |
| PyPI | Pillow | (>=10.0.0,<13.0.0) | pyproject.toml |
| PyPI | tqdm | (>=4.64.0,<5.0.0) | pyproject.toml |
| PyPI | huggingface_hub | (>=0.23,<2) | pyproject.toml |
| PyPI | safetensors | (>=0.4.3,<1) | pyproject.toml |
| PyPI | pydantic | (>=2.0.0,<3.0.0) | pyproject.toml |
| PyPI | docling-core | (>=2.19.0,<3.0.0) | pyproject.toml |
| PyPI | transformers | (>=4.42.0,<5.9.0,!=5.0.*,!=5.1.*,!=5.2.*,!=5.3.*) | pyproject.toml |
| PyPI | transformers | (>=4.42.0,<6.0.0,!=5.0.*,!=5.1.*,!=5.2.*,!=5.3.*) | pyproject.toml |
| PyPI | numpy | (>=1.24.4,<3.0.0) | pyproject.toml |
| PyPI | rtree | >=1.0.0 | pyproject.toml |
| PyPI | accelerate | (>=1.2.1,<2.0.0) | pyproject.toml |
全部依赖 166
来自 GitHub 依赖图的完整解析依赖集合：14 个直接依赖与 152 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | accelerate | 1.12.0 | 直接 |
| PyPI | docling-core | 2.66.0 | 直接 |
| PyPI | huggingface-hub | 1.8.0 | 直接 |
| PyPI | jsonlines | 4.0.0 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | pillow | 12.1.1 | 直接 |
| PyPI | pydantic | 2.12.5 | 直接 |
| PyPI | rtree | 1.4.1 | 直接 |
| PyPI | safetensors | — | 直接 |
| PyPI | safetensors | 0.7.0 | 直接 |
| PyPI | torch | 2.10.0 | 直接 |
| PyPI | torchvision | 0.25.0 | 直接 |
| PyPI | tqdm | 4.67.3 | 直接 |
| PyPI | transformers | 5.8.1 | 直接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.13.3 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | autoflake | 2.3.3 | 间接 |
| PyPI | backports-tarfile | 1.2.0 | 间接 |
| PyPI | black | 24.10.0 | 间接 |
| PyPI | certifi | 2026.2.25 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | click-log | 0.4.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.13.4 | 间接 |
| PyPI | cryptography | 46.0.5 | 间接 |
| PyPI | cuda-bindings | 12.9.4 | 间接 |
| PyPI | cuda-pathfinder | 1.4.0 | 间接 |
| PyPI | datasets | 3.6.0 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dill | 0.3.8 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | docling-ibm-models | 3.13.3 | 间接 |
| PyPI | docutils | 0.22.4 | 间接 |
| PyPI | dotty-dict | 1.3.1 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | execnet | 2.1.2 | 间接 |
| PyPI | filelock | 3.25.0 | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | flake8-docstrings | 1.7.0 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2025.3.0 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.46 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.4.2 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | identify | 2.6.17 | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | invoke | 2.2.1 | 间接 |
| PyPI | isort | 5.13.2 | 间接 |
| PyPI | jaraco-classes | 3.4.0 | 间接 |
| PyPI | jaraco-context | 6.1.0 | 间接 |
| PyPI | jaraco-functools | 4.4.0 | 间接 |
| PyPI | jeepney | 0.9.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jsonref | 1.1.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | keyring | 25.7.0 | 间接 |
| PyPI | latex2mathml | 3.78.1 | 间接 |
| PyPI | librt | 0.8.1 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | more-itertools | 10.8.0 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multiprocess | 0.70.16 | 间接 |
| PyPI | mypy | 1.19.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | networkx | 3.4.2 | 间接 |
| PyPI | nh3 | 0.3.3 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.27.5 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | 间接 |
| PyPI | opencv-python | 4.13.0.92 | 间接 |
| PyPI | opencv-python-headless | 4.13.0.92 | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandas-stubs | 2.3.3.260113 | 间接 |
| PyPI | pathspec | 1.0.4 | 间接 |
| PyPI | pkginfo | 1.12.1.2 | 间接 |
| PyPI | platformdirs | 4.9.2 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 3.8.0 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | pyarrow | 23.0.1 | 间接 |
| PyPI | pycodestyle | 2.14.0 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydocstyle | 6.3.0 | 间接 |
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原始 JSON 报告 机器可读
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"key": "dangerous_workflow",
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"status": "missed",
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{
"key": "fuzzing",
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{
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"key": "maintained",
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"points": 5.2,
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{
"key": "sast",
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{
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{
"key": "vulnerabilities",
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]
},
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"notes": [
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],
"value": 100,
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"review_only_matches": 0,
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"components": [
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"status": "met",
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
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"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
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"status": "missed",
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],
"max_points": 45
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{
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{
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},
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