公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 02:23 UTC

scverse / napari-spatialdata

Interactive visualization of spatial omics data

PythonBSD-3-Clause★ 87 星标⑂ 24 复刻始于 2022年4月在 GitHub 上查看 ↗

scverse/napari-spatialdata 的健康指数为 100 分中的 74 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(94/100),最低的是AI Readiness(58/100)。 最近一次更新在 23 天前。 近期的大部分工作由 3 位贡献者完成。

74
总分 / 100
良好

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。

74
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

scverse组织
1,520 关注者86 个公开仓库始于 2021年11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
PyPInapari-spatialdata0.7.2-2823 天前

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?

68中等 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 23 天前
6.2/36提交节奏 — 52 周中有 9 周有提交
12.6/18提交量 — 最近一年 24 次提交
4/10OpenSSF Scorecard:Maintained — 4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4
所用输入
commits_last_year24
human_commit_share0.77
days_since_last_push23
active_weeks_last_year9

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 29 个发布版本
36/36发布时效 — 最近一次发布版本于 23 天前
19.8/27发布节奏 — 约每 71.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count29
latest_release_tagv0.7.2
releases_from_tags
days_since_latest_release23
mean_days_between_releases71.7
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?

65中等 · 占总体的 18%

流行度与采用

48存在风险
评分方式
31.4/60星标 — 87 个星标
11.3/25复刻 — 24 个复刻
5.8/15关注者 — 12 位关注者
所用输入
forks24
stars87
watchers12
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(BSD-3-Clause)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

77良好 · 占总体的 24%
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
16.6/22.5提交分布 — 头号贡献者编写了 26% 的提交
13.5/13.5贡献者广度 — 15 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 12 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled15
top_contributor_share0.262
评分方式
27.1/46.8议题解决 — 58% 的议题已关闭
34.6/38.3PR 接受 — 已裁定的 PR 中 208/230 已合并
0/15OpenSSF Scorecard:Code-Review — Found 1/23 approved changesets -- score normalized to 0
所用输入
merged_prs208
open_issues68
closed_issues94
issue_closed_ratio0.58
closed_unmerged_prs22
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.9/25所有者影响力 — scverse 有 1,520 位关注者
22.3/25既往记录 — 86 个公开仓库,账户约 4 年
所用输入
followers1,520
owner_typeOrganization
is_verified
owner_loginscverse
public_repos86
account_age_days1,698
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 23 天前
20/20版本历史 — 28 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
packagesnapari-spatialdata
ecosystemspypi
any_deprecated
min_days_since_publish23

工程质量

基础的工程与文档实践是否到位?

94优秀 · 占总体的 20%

工程实践

90优秀
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置 — tox.ini
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
16/20OpenSSF Scorecard:CI-Tests — 17 out of 21 merged PRs checked by a CI test -- score normalized to 8
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://spatialdata.scverse.org/projects/napari/en/latest/
10/10仓库描述
10/10主题标签 — 5 个主题标签
10/10Wiki
所用输入
topicsnapari, napari-plugin, spatial-analysis, spatial-omics, visualization
has_wiki
homepagehttps://spatialdata.scverse.org/projects/napari/en/latest/
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?

62中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2/2.5CI-Tests — 17 out of 21 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/23 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 12 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
3/7.5Maintained — 4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.3
已排除计分(无数据或不适用):branch_protection, signed_releases。 其余权重已重新归一化。
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_packages184
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:napari-spatialdata@0.7.2 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 184 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。

58中等 · 占总体的 0%
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)
35.3/40可读的提交历史 — 77 次人类提交中有 51 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_share0.662
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — tox.ini
11/11静态类型检查 — .mypy.ini
0/10可复现环境
2/10已体现的代理实践 — 最近 100 次提交中有 1 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 4 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configs.mypy.ini
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.04
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(.mypy.ini)
55/55可控的文件大小 — 采样的 39 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes52,059
source_files_sampled39
oversized_source_files0

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

87GitHub 星标
15贡献者
24最近 12 个月提交数
23距最近推送天数
29发布版本数
3巴士系数(bus factor)
68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 ★ / 24 ⇿
0Star
24Fork
28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。

048121620242422022-072024-062026-05
主版本 0次版本 6修订 17

每个点涵盖 4 天。

OpenSSF Scorecard 5.3 / 10
5.3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 · 2026-07-26 02:23 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
8CI-Tests17 out of 21 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/23 approved changesets -- score normalized to 0
10Contributorsproject has 12 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained4 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 4
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 26
注册表软件包版本约束清单文件
PyPIanndata>=0.12.0setup.cfg
PyPIclicksetup.cfg
PyPIcyclersetup.cfg
PyPIdask>=2025.2.0setup.cfg
PyPIgeopandassetup.cfg
PyPIlogurusetup.cfg
PyPImatplotlibsetup.cfg
PyPInapari>=0.6.2setup.cfg
PyPInapari-matplotlib>=3.0.2setup.cfg
PyPInumbasetup.cfg
PyPInumpysetup.cfg
PyPIpackagingsetup.cfg
PyPIpandassetup.cfg
PyPIpillowsetup.cfg
PyPIpyqtgraphsetup.cfg
PyPIqtpysetup.cfg
PyPIscanpysetup.cfg
PyPIscipysetup.cfg
PyPIshapelysetup.cfg
PyPIscikit-learnsetup.cfg
PyPIspatialdata>=0.7.2setup.cfg
PyPIsuperqtsetup.cfg
PyPItyping_extensions>=4.8.0setup.cfg
PyPIvispysetup.cfg
PyPIxarraysetup.cfg
PyPIxarray-datatreesetup.cfg
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 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
依赖安全公告 0

安装 pypi:napari-spatialdata@0.7.2 会引入 184 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": [
        "napari",
        "napari-plugin",
        "spatial-analysis",
        "spatial-omics",
        "visualization"
      ],
      "is_fork": false,
      "size_kb": 53299,
      "has_wiki": true,
      "homepage": "https://spatialdata.scverse.org/projects/napari/en/latest/",
      "languages": {
        "Python": 344187
      },
      "pushed_at": "2026-07-02T20:45:31Z",
      "created_at": "2022-04-02T10:27:54Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-02T07:27:23Z",
      "description": "Interactive visualization of spatial omics data",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "main",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://scverse.org",
      "name": "scverse",
      "type": "Organization",
      "login": "scverse",
      "company": null,
      "location": null,
      "followers": 1520,
      "avatar_url": "https://avatars.githubusercontent.com/u/95305807?v=4",
      "created_at": "2021-11-30T17:11:32Z",
      "is_verified": null,
      "public_repos": 86,
      "account_age_days": 1698
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.7.2",
          "kind": "patch",
          "published_at": "2026-07-02T20:45:31Z"
        },
        {
          "tag": "v0.7.1",
          "kind": "patch",
          "published_at": "2026-05-06T16:08:37Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-01-30T12:54:59Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2025-11-03T17:50:09Z"
        },
        {
          "tag": "v0.5.7",
          "kind": "patch",
          "published_at": "2025-08-15T21:45:50Z"
        },
        {
          "tag": "v0.5.6",
          "kind": "patch",
          "published_at": "2025-04-21T18:48:33Z"
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        {
          "tag": "v0.5.5",
          "kind": "patch",
          "published_at": "2025-01-20T15:12:29Z"
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        {
          "tag": "v0.5.4post0",
          "kind": "other",
          "published_at": "2024-11-26T18:05:44Z"
        },
        {
          "tag": "v0.5.4",
          "kind": "patch",
          "published_at": "2024-11-26T16:22:10Z"
        },
        {
          "tag": "v0.5.3",
          "kind": "patch",
          "published_at": "2024-09-25T09:08:16Z"
        },
        {
          "tag": "v0.5.2post1",
          "kind": "other",
          "published_at": "2024-08-16T13:45:38Z"
        },
        {
          "tag": "v0.5.2post0",
          "kind": "other",
          "published_at": "2024-08-16T12:43:40Z"
        },
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2024-08-16T12:25:41Z"
        },
        {
          "tag": "v0.5.1",
          "kind": "patch",
          "published_at": "2024-08-07T13:09:17Z"
        },
        {
          "tag": "v0.5.0post1",
          "kind": "other",
          "published_at": "2024-07-05T14:03:54Z"
        },
        {
          "tag": "v0.5.0post0",
          "kind": "other",
          "published_at": "2024-07-03T16:08:37Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2024-07-03T10:25:10Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2024-03-30T17:08:26Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2024-03-24T04:35:37Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2023-11-11T18:54:47Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2023-11-09T21:37:46Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2023-10-31T05:14:49Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2023-10-02T15:36:39Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2023-07-13T15:45:45Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2023-07-13T15:17:37Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2023-05-23T16:16:46Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2023-05-11T11:16:05Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2023-05-04T11:02:35Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2023-05-04T10:40:36Z"
        }
      ],
      "recent_commits": [
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        ],
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                "key": "fuzzing",
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                "name": "Maintained",
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                "points": 3,
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                "key": "sast",
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              {
                "key": "signed_releases",
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                "details": [
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                ],
                "max_points": 7.5
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                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
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          },
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            "key": "dependency_advisories",
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            "notes": [
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                "code": "excluded_no_data",
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                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_published",
                "params": {
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              {
                "code": "advisories_reachability",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
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              "affected_packages": 0,
              "assessed_packages": 184,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
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                "key": "no_advisories_left_outstanding",
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                "details": [
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                "max_points": 100
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          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
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            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "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": {}
                  }
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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",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
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              "agent_instruction_max_bytes": null
            },
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
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                "status": "partial",
                "details": [
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                      "sampled": 77
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                "max_points": 40
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            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                ".mypy.ini"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.04
            },
            "components": [
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                "key": "one_command_bootstrap",
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                "detail": "docs/Makefile",
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                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "docs/Makefile"
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                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "detail": "tox.ini",
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                "status": "met",
                "details": [
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                      "files": "tox.ini"
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                "max_points": 11
              },
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                "status": "met",
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                "key": "reproducible_environment",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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                ],
                "max_points": 10
              },
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                "key": "automated_maintenance",
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                "points": 8,
                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
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                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
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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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              "largest_source_bytes": 52059,
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              "oversized_source_files": 0
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                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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                "detail": "0/39 source files over 60KB",
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                "status": "met",
                "details": [
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                      "oversized": 0
                    }
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                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
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                "detail": "examples, notebooks",
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                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
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                "max_points": 40
              }
            ]
          }
        ],
        "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T02:23:49.904981Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/scverse/napari-spatialdata.svg",
  "full_name": "scverse/napari-spatialdata",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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.