公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 03:33 UTC

aristanetworks / avd

Arista AVD: Architect Validate Deploy

Python · JinjaApache-2.0★ 405 星标⑂ 279 复刻始于 2019年9月在 GitHub 上查看 ↗

aristanetworks/avd 的健康指数为 100 分中的 86 分,处于「优秀」区间。 其得分最高的类别是Vitality(96/100),最低的是Community & Adoption(74/100)。 最近一次更新在今天。 近期的大部分工作由 4 位贡献者完成。

86
总分 / 100
优秀

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。

86
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)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

744 关注者177 个公开仓库始于 2011年3月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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
PyPIpyavd6.3.025,5088425 天前pyavd

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?

96优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 977 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year977
human_commit_share0.76
days_since_last_push0
active_weeks_last_year52

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 4 天前
27/27发布节奏 — 约每 16.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagv6.4.0-dev1
releases_from_tags
days_since_latest_release4
mean_days_between_releases16.6

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?

74良好 · 占总体的 18%
评分方式
42.3/60星标 — 405 个星标
20.4/25复刻 — 279 个复刻
8/15关注者 — 28 位关注者
所用输入
forks279
stars405
watchers28
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
58.8/80月度下载量 — pypi 合计每月 25,508 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagespyavd
dependents
ecosystemspypi
total_downloads
monthly_downloads25,508
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

87优秀 · 占总体的 24%
评分方式
43.2/54巴士系数 — 4 位贡献者贡献了半数提交
18.6/22.5提交分布 — 头号贡献者编写了 18% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 5 contributing companies or organizations
所用输入
bus_factor4
contributors_sampled98
top_contributor_share0.175
评分方式
40.7/46.8议题解决 — 87% 的议题已关闭
35.3/38.3PR 接受 — 已裁定的 PR 中 4,495/4,874 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs4,495
open_issues289
closed_issues1,931
issue_closed_ratio0.87
closed_unmerged_prs379
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
20.6/25所有者影响力 — aristanetworks 有 744 位关注者
25/25既往记录 — 177 个公开仓库,账户约 15 年
所用输入
followers744
owner_typeOrganization
is_verified
owner_loginaristanetworks
public_repos177
account_age_days5,598
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 25 天前
20/20版本历史 — 84 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
packagespyavd
ecosystemspypi
any_deprecated
min_days_since_publish25

工程质量

基础的工程与文档实践是否到位?

92优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 18 个工作流
24/24存在测试
16/16Linter 配置 — .flake8, tox.ini
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://github.com/aristanetworks/admin/blob/main/CONTRIBUTING.md
10/10仓库描述
10/10主题标签 — 11 个主题标签
0/10Wiki
所用输入
topicsarista, ansible, cloudvision, avd, playbook, eapi, eos, jinja2, cloudvision-portal, cvp, python
has_wiki
homepagehttps://github.com/aristanetworks/admin/blob/main/CONTRIBUTING.md
has_readme
has_docs_dir
has_description

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?

78良好 · 占总体的 16%

安全态势

73良好
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
7.5/7.5Branch-Protection — branch protection is fully enabled on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
3/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate7.3
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages42
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:pyavd@6.3.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 42 个软件包。 未对可达性进行分析。

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。

79良好 · 占总体的 0%
评分方式
45/45代理指令 — ansible_collections/arista/avd/roles/eos_cli_config_gen/docs/tables/agents.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 76 次人类提交中有 64 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.842
agent_instruction_filesansible_collections/arista/avd/roles/eos_cli_config_gen/docs/tables/agents.md
agent_instruction_max_bytes2,151
评分方式
18/18一条命令的引导启动 — Makefile, ansible_collections/arista/avd/examples/dual-dc-l3ls/Makefile, ansible_collections/arista/avd/examples/isis-ldp-ipvpn/Makefile, ansible_collections/arista/avd/examples/l2ls-fabric/Makefile, ansible_collections/arista/avd/examples/single-dc-l3ls-ipv6/Makefile, ansible_collections/arista/avd/examples/single-dc-l3ls/Makefile, ansible_collections/arista/avd/examples/single-dc-multipod-l3ls/Makefile, ansible_collections/arista/avd/extensions/molecule/Makefile, python-avd/Makefile, python-avd/pyavd/_cv/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .flake8, tox.ini
0/11静态类型检查
10/10可复现环境 — devcontainer, Dockerfile
10/10已体现的代理实践 — 最近 100 次提交中有 5 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 19 次为自动依赖更新
4/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile, ansible_collections/arista/avd/examples/dual-dc-l3ls/Makefile, ansible_collections/arista/avd/examples/isis-ldp-ipvpn/Makefile, ansible_collections/arista/avd/examples/l2ls-fabric/Makefile, ansible_collections/arista/avd/examples/single-dc-l3ls-ipv6/Makefile, ansible_collections/arista/avd/examples/single-dc-l3ls/Makefile, ansible_collections/arista/avd/examples/single-dc-multipod-l3ls/Makefile, ansible_collections/arista/avd/extensions/molecule/Makefile, python-avd/Makefile, python-avd/pyavd/_cv/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.05
toolchain_manifests
dependency_bot_commit_share0.19
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
53/55可控的文件大小 — 采样的 591 个源文件中有 21 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes5,920,349
source_files_sampled591
oversized_source_files21
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — python-avd/pyavd/_cv/extra_cv_protos/arista/swg.v1/services.gen.proto, python-avd/pyavd/_cv/extra_cv_protos/arista/swg.v1/swg.proto
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_filespython-avd/pyavd/_cv/extra_cv_protos/arista/swg.v1/services.gen.proto, python-avd/pyavd/_cv/extra_cv_protos/arista/swg.v1/swg.proto

关键数据

405GitHub 星标
98贡献者
977最近 12 个月提交数
0距最近推送天数
100发布版本数
4巴士系数(bus factor)
289开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 279 ⇿
0Star
279Fork
99发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

05010015020025030027552019-092023-022026-07
主版本 3次版本 20修订 16

每个点涵盖 7 天。

OpenSSF Scorecard 7.3 / 10
7.3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)。Scorecard v5.5.0 · 2026-07-29 03:32 UTC

9Binary-Artifactsbinaries present in source code
10Branch-Protectionbranch protection is fully enabled on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
4Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 9
注册表软件包版本约束清单文件
PyPIanta>=1.8.0python-avd/pyproject.toml
PyPIaristaproto>=0.1.1python-avd/pyproject.toml
PyPIdeepmerge>=1.1.0python-avd/pyproject.toml
PyPIgrpclib>=0.4.8python-avd/pyproject.toml
PyPIjinja2>=3.0python-avd/pyproject.toml
PyPIpyavd-utils==0.0.6python-avd/pyproject.toml
PyPIpython-socks>=2.7.2python-avd/pyproject.toml
PyPIpyyaml>=6.0.0python-avd/pyproject.toml
PyPIrequests>=2.27.0python-avd/pyproject.toml
全部依赖 41

来自 GitHub 依赖图的完整解析依赖集合:11 个直接依赖与 30 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
PyPIanta直接
PyPIanta1.9.0直接
PyPIaristaproto直接
PyPIaristaproto0.1.5直接
PyPIdeepmerge直接
PyPIgrpclib直接
PyPIjinja2直接
PyPIpyavd-utils0.0.6直接
PyPIpython-socks直接
PyPIpyyaml直接
PyPIrequests直接
PyPIansible-core间接
PyPIansible-doc-extractor间接
PyPIansible-lint间接
PyPIbump-my-version间接
PyPIcodespell间接
PyPIcoverage间接
PyPIcoverage7.15.2间接
PyPIdistlib间接
PyPIdocker间接
PyPIidentify间接
PyPIjsonschema-rs间接
PyPImike1.1.2间接
PyPImkdocs间接
PyPImkdocs-material间接
PyPImolecule间接
PyPImolecule-plugins间接
PyPInetaddr间接
PyPIpre-commit间接
PyPIpre-commit-hooks间接
PyPIpyavd6.4.0.dev1间接
PyPIpydantic间接
PyPIpylint间接
PyPIpytest间接
PyPIpytest-asyncio间接
PyPIreferencing间接
PyPIruff0.15.22间接
PyPIsetuptools间接
PyPItox间接
PyPItwine间接
PyPIyamllint间接
依赖安全公告 0

安装 pypi:pyavd@6.3.0 会引入 42 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "arista",
        "ansible",
        "cloudvision",
        "avd",
        "playbook",
        "eapi",
        "eos",
        "jinja2",
        "cloudvision-portal",
        "cvp",
        "python"
      ],
      "is_fork": false,
      "size_kb": 262972,
      "has_wiki": false,
      "homepage": "https://github.com/aristanetworks/admin/blob/main/CONTRIBUTING.md",
      "languages": {
        "CSS": 80428,
        "HTML": 2820,
        "Jinja": 998332,
        "Shell": 4753,
        "Python": 6270836,
        "Makefile": 13332,
        "Dockerfile": 4884,
        "JavaScript": 75469
      },
      "pushed_at": "2026-07-28T17:29:56Z",
      "created_at": "2019-09-10T20:19:35Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T17:27:32Z",
      "description": "Arista AVD: Architect Validate Deploy",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "devel",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Jinja"
      ]
    },
    "owner": {
      "blog": "https://www.arista.com",
      "name": "Arista Networks",
      "type": "Organization",
      "login": "aristanetworks",
      "company": null,
      "location": "Santa Clara, CA",
      "followers": 744,
      "avatar_url": "https://avatars.githubusercontent.com/u/702464?v=4",
      "created_at": "2011-03-31T21:21:45Z",
      "is_verified": null,
      "public_repos": 177,
      "account_age_days": 5598
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v6.4.0-dev1",
          "kind": "prerelease",
          "published_at": "2026-07-24T14:45:19Z"
        },
        {
          "tag": "v6.3.0",
          "kind": "minor",
          "published_at": "2026-07-03T16:04:02Z"
        },
        {
          "tag": "v6.3.0-dev1",
          "kind": "prerelease",
          "published_at": "2026-06-26T18:50:56Z"
        },
        {
          "tag": "v6.2.0",
          "kind": "minor",
          "published_at": "2026-06-05T20:24:25Z"
        },
        {
          "tag": "v6.2.0-dev3",
          "kind": "prerelease",
          "published_at": "2026-05-12T17:57:31Z"
        },
        {
          "tag": "v6.2.0-dev2",
          "kind": "prerelease",
          "published_at": "2026-05-01T18:21:06Z"
        },
        {
          "tag": "v6.2.0-dev1",
          "kind": "prerelease",
          "published_at": "2026-04-02T17:40:20Z"
        },
        {
          "tag": "v6.1.0",
          "kind": "minor",
          "published_at": "2026-03-17T22:02:51Z"
        },
        {
          "tag": "v6.1.0-dev1",
          "kind": "prerelease",
          "published_at": "2026-03-06T16:28:28Z"
        },
        {
          "tag": "v6.0.1",
          "kind": "patch",
          "published_at": "2026-02-25T13:38:50Z"
        },
        {
          "tag": "v6.0.0",
          "kind": "major",
          "published_at": "2026-02-19T15:57:10Z"
        },
        {
          "tag": "v5.7.3",
          "kind": "patch",
          "published_at": "2026-02-17T09:41:39Z"
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "packages": [
                "pyavd"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 25508
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "25,508 downloads/month across pypi",
                "points": 58.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 25508,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 87,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "bus_factor": 4,
              "contributors_sampled": 98,
              "top_contributor_share": 0.175
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "4 contributor(s) cover half of all commits",
                "points": 43.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 18% of commits",
                "points": 18.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 18
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 4495,
              "open_issues": 289,
              "closed_issues": 1931,
              "issue_closed_ratio": 0.87,
              "closed_unmerged_prs": 379
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "87% of issues closed",
                "points": 40.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 87
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "4495/4874 decided PRs merged",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 4495,
                      "decided": 4874
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "followers": 744,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "aristanetworks",
              "public_repos": 177,
              "account_age_days": 5598
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "744 followers of aristanetworks",
                "points": 20.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 744,
                      "login": "aristanetworks"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "177 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 177
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pyavd"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 25
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 25 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 25
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "84 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 84
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "18 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".flake8, tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8, tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "arista",
                "ansible",
                "cloudvision",
                "avd",
                "playbook",
                "eapi",
                "eos",
                "jinja2",
                "cloudvision-portal",
                "cvp",
                "python"
              ],
              "has_wiki": false,
              "homepage": "https://github.com/aristanetworks/admin/blob/main/CONTRIBUTING.md",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://github.com/aristanetworks/admin/blob/main/CONTRIBUTING.md",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 78,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 7.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is fully enabled on development and all release branches",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "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": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyavd@6.3.0 runtime dependency closure — what installing the published package pulls in — 42 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:pyavd@6.3.0",
                  "assessed": 42
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 42,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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,
              "assessed_packages": 42,
              "malicious_packages": 0,
              "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",
                    "params": {}
                  }
                ],
                "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": {
              "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": 5
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 79,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.842,
              "agent_instruction_files": [
                "ansible_collections/arista/avd/roles/eos_cli_config_gen/docs/tables/agents.md"
              ],
              "agent_instruction_max_bytes": 2151
            },
            "components": [
              {
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      }
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
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  "generated_at": "2026-07-29T03:33:35.004182Z",
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}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.