公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 05:42 UTC

msdemlei / pyvo

An Astropy affiliated package providing access to remote data and services of the Virtual observatory (VO) using Python.

PythonBSD-3-Clause★ 0 星标⑂ 0 复刻始于 2019年8月复刻在 GitHub 上查看 ↗

msdemlei/pyvo 的健康指数为 100 分中的 29 分，处于「危急」区间。 其得分最高的类别是Engineering Quality（62/100），最低的是Community & Adoption（12/100）。 最近一次更新在 173 天前。 近期的大部分工作由 2 位贡献者完成。

29
总分 / 100
危急

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。

29
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。

Abandonment Policy applies a 85% multiplier to weighted overall health.

所有权

msdemlei个人账户
15 关注者74 个公开仓库始于 2012年10月

该仓库由个人账户拥有。相较于组织支持的项目，单一所有者项目的延续性风险更高。

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？

22危急 · 占总体的 22%

开发活跃度

10危急
评分方式
9.9/36推送新近度 — 最近一次推送于 173 天前
0/36提交节奏 — 52 周中有 0 周有提交
0/18提交量 — 最近一年 0 次提交
0/10OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
所用输入
commits_last_year0
human_commit_share1
days_since_last_push173
active_weeks_last_year0

发布纪律

40存在风险
评分方式
16.2/27有发布版本 — 13 个版本标签（无 GitHub 发布版本）
0/36发布时效 — 最近一次发布版本于 2,613 天前
19.8/27发布节奏 — 约每 96.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count13
latest_release_tagv0.9.3
releases_from_tags是
days_since_latest_release2,613
mean_days_between_releases96.4
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？

12危急 · 占总体的 18%

流行度与采用

1危急
评分方式
0/60星标 — 0 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证（BSD-3-Clause）
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme否
has_license否
has_contributing否
has_issue_template否
has_code_of_conduct否
has_pull_request_template否

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？

40存在风险 · 占总体的 24%

维护者韧性（巴士系数）

61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
12.5/22.5提交分布 — 头号贡献者编写了 44% 的提交
13.5/13.5贡献者广度 — 21 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 66 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled21
top_contributor_share0.444

议题与 PR 响应能力

1危急
评分方式
0/46.8议题解决 — 没有议题或无数据
0/38.3PR 接受 — 已裁定的 PR 中 0/1 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs1
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。

所有权与托管责任

55中等
评分方式
10/30所有权背书 — 个人（用户）账户
0/20已验证域名 — 不适用于个人账户
8.7/25所有者影响力 — msdemlei 有 15 位关注者
25/25既往记录 — 74 个公开仓库，账户约 13 年
所用输入
followers15
owner_typeUser
is_verified—
owner_loginmsdemlei
public_repos74
account_age_days5,028
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。

工程质量

基础的工程与文档实践是否到位？

62中等 · 占总体的 20%

工程实践

80良好
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
16/16Linter 配置 — tox.ini
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config否
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。

文档

35存在风险
评分方式
0/30README
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
10/10Wiki
所用输入
topics—
has_wiki是
homepage—
has_readme否
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？

33存在风险 · 占总体的 16%

安全态势

33存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 66 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
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_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.3
已排除计分（无数据或不适用）：ci_tests, packaging, 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。

44存在风险 · 占总体的 0%

AI 代理上下文与指引

32存在风险
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）
31.5/40可读的提交历史 — 100 次人类提交中有 59 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share0.59
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

51中等
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
0/11静态类型检查
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfiles—
has_dockerfile否
typed_language否
bootstrap_filesdocs/Makefile
has_devcontainer否
has_linter_config是
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

55中等
评分方式
0/45可类型检查的代码 — Python，未配置类型检查
55/55可控的文件大小 — 采样的 96 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes38,472
source_files_sampled96
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否
api_schema_files—

关键数据

0GitHub 星标
21贡献者
0最近 12 个月提交数
173距最近推送天数
13发布版本数
2巴士系数（bus factor）
0开放议题
PyPI软件包生态系统数

数据采集警告

  • Community profile unavailable

更多细节

OpenSSF Scorecard 3.3 / 10
3.3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 05:42 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 66 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
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
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 未评估

本报告未能完成公告比对：No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": true,
      "size_kb": 7428,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "HTML": 4380,
        "Python": 594738
      },
      "pushed_at": "2026-02-02T11:50:29Z",
      "created_at": "2019-08-27T11:21:20Z",
      "owner_type": "User",
      "updated_at": "2021-08-11T14:38:05Z",
      "description": "An Astropy affiliated package providing access to remote data and services of the Virtual observatory (VO) using Python.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "master",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "User",
      "login": "msdemlei",
      "company": null,
      "location": null,
      "followers": 15,
      "avatar_url": "https://avatars.githubusercontent.com/u/2589068?v=4",
      "created_at": "2012-10-18T12:25:52Z",
      "is_verified": null,
      "public_repos": 74,
      "account_age_days": 5028
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.9.3",
          "kind": "patch",
          "published_at": "2019-05-30T22:53:13Z"
        },
        {
          "tag": "v0.9.2",
          "kind": "patch",
          "published_at": "2018-10-06T05:52:33Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2018-10-02T10:05:42Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2018-06-27T08:04:49Z"
        },
        {
          "tag": "v0.6.1",
          "kind": "patch",
          "published_at": "2017-06-29T11:55:01Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2017-04-03T10:39:11Z"
        },
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2017-02-09T09:40:38Z"
        },
        {
          "tag": "v0.5.1",
          "kind": "patch",
          "published_at": "2017-02-02T14:14:24Z"
        },
        {
          "tag": "v0.5.0+001",
          "kind": "minor",
          "published_at": "2017-01-17T10:02:29Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2017-01-13T15:28:53Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2016-10-20T18:45:59Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2016-10-17T12:40:56Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2016-10-16T09:02:22Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "dd3914e01333cb91681d118fdfc98f1bfc2a543d",
          "body": null,
          "is_bot": false,
          "headline": "MNT: Bump Python minversion (#255)",
          "author_name": "P. L. Lim",
          "author_login": "pllim",
          "committed_at": "2021-05-18T18:25:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7a2ebad95629932775fb0966a6a79aec23b6dda",
          "body": "RegTAP search: add a flag for including standard auxiliary capabilities",
          "is_bot": false,
          "headline": "Merge pull request #258 from theresadower/registry_aux_search",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2021-05-12T20:47:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "841807bed17b184cc05b437dffe393197ae72164",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' into registry_aux_search",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2021-05-12T20:33:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fba1ebcc558a5fde7d23d1a0ea54747bc8ad4afb",
          "body": "Cleanup usage of deprecated features",
          "is_bot": false,
          "headline": "Merge pull request #262 from bsipocz/cleanup_deprecation",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2021-05-11T14:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84e10fcc1354598a3a998dafced255ed3abb3710",
          "body": null,
          "is_bot": false,
          "headline": "Fix deprecated usages triggered during test runs",
          "author_name": "Brigitta Sipőcz",
          "author_login": "bsipocz",
          "committed_at": "2021-05-05T15:01:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd2ae078ead35488179a24568896cc57381d9209",
          "body": null,
          "is_bot": false,
          "headline": "Fix abc import to avoid downstream test failures",
          "author_name": "Brigitta Sipőcz",
          "author_login": "bsipocz",
          "committed_at": "2021-05-05T15:01:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ed5bcc7e0777fbe0ddf9f848c6d6eeae3598532",
          "body": "To retain functionality which was existent before the includeaux flag, accept both servicetype acronyms (sia, csc) and descriptive names (image, conesearch) listed as keys and values in the service_type_map structure.",
          "is_bot": false,
          "headline": "registry search: accept acronym or desc for servicetype, add changelog",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-19T18:53:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9cc9fcea979df1067e106dde95d56bb09362133",
          "body": null,
          "is_bot": false,
          "headline": "regtap style fixes",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-15T13:31:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "355aa66234c18c4b29106735862e27fad26fad4d",
          "body": "Adjusted tests for queries with includeaux to updated generated query.\n\nAdditionally, search throws DalQueryError (which it already throws for missing arguments) on provided but bad servicetype argument; relevant pytest added.",
          "is_bot": false,
          "headline": "registry: adjusted tests to new includeaux, servicetype checking",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-15T01:06:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bce12b3274e9e4d8cc0055318053d14b1151e1e3",
          "body": null,
          "is_bot": false,
          "headline": "update includeaux behavior per feedback, fewer duplicate results",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-14T21:24:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fd6a42fbaecc3ddc95ad138e8e2667d1e179109",
          "body": null,
          "is_bot": false,
          "headline": "MNT: Do not write config on import (#261)",
          "author_name": "P. L. Lim",
          "author_login": "pllim",
          "committed_at": "2021-04-10T00:21:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "519ea280fc597ed78347d3af2c8c736da1605e3c",
          "body": "* datalink .bysemantics turbocharge.\r\n\r\nFor one, you can now pass in multiple terms in a list, with or without\r\nthe leading hash.\r\n\r\nThen, the function by default expands to narrower terms, so that looking for\r\n(IMHO in almost all cases desirable) behaviour can be disabled by passing\r\nin include_narrower=False.",
          "is_bot": false,
          "headline": "Make datalink .bysemantics semantics-aware (#241)",
          "author_name": "msdemlei",
          "author_login": "msdemlei",
          "committed_at": "2021-04-08T20:53:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "767a8593aecbd07eff30717540d875f6cd0a2cc5",
          "body": "* Fixed wrong tox targets",
          "is_bot": false,
          "headline": "Fixed wrong tox targets (#260)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2021-04-08T18:37:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "938eab82bc1e89b3028c5ee8a44a1680d06a21c2",
          "body": null,
          "is_bot": false,
          "headline": "adding whitespace to fix style failure",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-06T19:04:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c148576432c5851af8f49bacb0f4d9a97dd40f0c",
          "body": null,
          "is_bot": false,
          "headline": "fix registry aux capability search tests",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-05T20:43:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4de4fd22bbfb0b88da04839f7301fc2b507c5c8e",
          "body": null,
          "is_bot": false,
          "headline": "add tests for aux capabilities",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-05T17:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec2f28b7214bd2fa5a0e09ec27607eaed06b7002",
          "body": null,
          "is_bot": false,
          "headline": "fix trailing whitespace",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2021-04-05T16:21:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "062710b30f21d330933856ae0d9b9592e9f1de8d",
          "body": "Improved CI through GitHub Actions \r\n\r\nCo-authored-by: P. L. Lim <2090236+pllim@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Refine GitHub Actions (#246)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-12-09T15:44:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af5ebeccd348d05ed76a0ab5b07e8b4dbf554165",
          "body": null,
          "is_bot": false,
          "headline": "Switched from Travis to Github Actions (#245)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-11-30T22:40:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f599ed6b87f38b0a68dbc5c0d39f1e2bfe9ee749",
          "body": "per https://github.com/astropy/pyvo/issues/238\r\n\r\nProposed search flag includeaux : boolean\r\nFlag for whether to include auxiliary capabilities in results. This may result in duplicate capabilities being returned, especially if the servicetype is not specified. \r\n\r\nThis came up in a NAVO notebook use case, not sure yet if it's exactly what we want.",
          "is_bot": false,
          "headline": "RegTAP search: flag for including aux capabilities",
          "author_name": "theresa dower",
          "author_login": "tsdower",
          "committed_at": "2020-10-30T15:48:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b00f93ae3ae6d27fcb296f81956cf2e3d97f941",
          "body": null,
          "is_bot": false,
          "headline": "Begin 1.2 release cycle (#236)",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-10-14T18:22:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfbd8f6a24d83f0ae9b0b6a61c30c66bf5d09d7e",
          "body": "Prepare for 1.1 release",
          "is_bot": false,
          "headline": "Merge pull request #234 from cbanek/release-1.1",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-06-26T21:39:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d259aa1044cd90dacbb2f9e87f3eebe6b6d16da",
          "body": "This completes steps 1-3 in the RELEASE.rst procedure.",
          "is_bot": false,
          "headline": "Prepare for 1.1 release",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-06-26T20:42:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e87e05398e2f9ece16fde8bdb003f512113a1b7f",
          "body": "Fix flake8 error",
          "is_bot": false,
          "headline": "Merge pull request #235 from cbanek/flake8-error",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-06-26T20:40:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f67cc9c925818d955411aff899e2ab249693dbd2",
          "body": "Don't know how this one made it through!",
          "is_bot": false,
          "headline": "Fix flake8 error",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-06-26T20:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb916e94085f94f98481957c350d4a32442a5c34",
          "body": "TJ's implementation for issue 212:  TAP examples",
          "is_bot": false,
          "headline": "Merge pull request #220 from trjaffe/TJissue212",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-06-26T19:37:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19352806199652b0b1193f3b6d13f8e6bdfc5f2d",
          "body": "* Get auth docs building\r\n\r\nFor some reason, the docstrings for the auth classes aren't\r\nbeing built into the docs.  Add a link from the main page to\r\nget things generated.",
          "is_bot": false,
          "headline": "Get auth docs building (#194)",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-05-05T22:19:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cda55ad9def1b7b4304578322c24d2ced755dfa",
          "body": null,
          "is_bot": false,
          "headline": "Create LICENSE.rst (#226)",
          "author_name": "James Tocknell",
          "author_login": "aragilar",
          "committed_at": "2020-05-05T22:04:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "458b967d52fc546a338a14ce6f55f089527516df",
          "body": "* Added support for custom arguments to sia2",
          "is_bot": false,
          "headline": "Sia2 kwargs (#222)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-04-30T19:59:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d1567f1391812fb30d181978d4d3dc3cfe4e1c1",
          "body": null,
          "is_bot": false,
          "headline": "Fixed formatter in IntervalQueryParam (#225)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-04-23T19:25:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a9438229d6e7635b645d7b33bd0883710252699",
          "body": null,
          "is_bot": false,
          "headline": "Added .examples to TAPService;  updated discovery notebook",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2020-04-23T12:46:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d527e1caffaedf15a9b3580c31b26be8fff40e7",
          "body": "Process datalink calls in batches",
          "is_bot": false,
          "headline": "Batched DataLink calls (#218)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-04-23T04:41:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c59cea8213d7db769ca8f62385438d83427b822",
          "body": "* Added support for SIAv2\r\n\r\n\r\nCo-authored-by: Brigitta Sipőcz <b.sipocz@gmail.com>",
          "is_bot": false,
          "headline": "SIAv2 (#206)",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2020-02-27T03:46:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96443beb9e623bd2ff5a2cbb143001188dfbef37",
          "body": "Fix CI post astropy 4.0",
          "is_bot": false,
          "headline": "Merge pull request #207 from bsipocz/travis_fix_post_astropy4.0",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2020-01-24T01:04:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ff54c79799e8b8b695b4f1191df4df36111045d",
          "body": null,
          "is_bot": false,
          "headline": "Use version combinations that are compatible with each other",
          "author_name": "Brigitta Sipocz",
          "author_login": "bsipocz",
          "committed_at": "2020-01-23T05:25:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc9e333dad315623a4b86765c83f8d0e1d8f25fa",
          "body": "… more, it needs to be listed explicitly",
          "is_bot": false,
          "headline": "the conda packaged astropy 4.0 is not dependent on pytest-astropy any…",
          "author_name": "Brigitta Sipocz",
          "author_login": "bsipocz",
          "committed_at": "2020-01-23T05:00:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69f5596660447409612dd9b59add424b7634a81a",
          "body": "Fix __repr__ on DataType",
          "is_bot": false,
          "headline": "Merge pull request #204 from cbanek/202-repr-fix",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-12-20T19:42:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f975d2c6f5b9c0a9d48fd52e2d099a87a3b11d94",
          "body": "Fixes #202, as mentioned on the issue, looks like we just need to\nuse content instead of value.  Added a test that fails to start,\nand passes afterward.",
          "is_bot": false,
          "headline": "Fix __repr__ on DataType",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-12-19T23:35:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dfc90da1c82702fdb37d05b69d8db25057c0ae2",
          "body": "Fix issue #200 - treat keywords str value as single keyword",
          "is_bot": false,
          "headline": "Merge pull request #201 from tomdonaldson/regsearch-str-keyword",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2019-12-18T19:27:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b02d3d3fd5b1cb00bdad486ab626709be78f9b2",
          "body": "Update changelog",
          "is_bot": false,
          "headline": "Fix issue #200 - treat keywords str value as single keyword",
          "author_name": "Tom Donaldson",
          "author_login": "tomdonaldson",
          "committed_at": "2019-12-18T17:51:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d32a6de3afc64eb8a93cea6198751ea5146e415f",
          "body": "Handle description of None when describing a TAP service's tables",
          "is_bot": false,
          "headline": "Merge pull request #197 from stargaser/describe-none",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-12-17T19:34:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fad216915b0f5cffbdf38fce2d049f98ad5973a",
          "body": null,
          "is_bot": false,
          "headline": "test the describing of a table with one description",
          "author_name": "David Shupe",
          "author_login": "stargaser",
          "committed_at": "2019-12-17T17:35:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c996ef54159f1d5ce3c9d096ced84ca1d5ac08",
          "body": null,
          "is_bot": false,
          "headline": "add test for describing tables with no description",
          "author_name": "David Shupe",
          "author_login": "stargaser",
          "committed_at": "2019-12-17T17:35:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c2204e1290b32b2559cdbafb15c4e6f7e4a8aa6",
          "body": null,
          "is_bot": false,
          "headline": "add changelog entry for describing tables fix",
          "author_name": "David Shupe",
          "author_login": "stargaser",
          "committed_at": "2019-12-17T17:35:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "368e91be6f5681af4e8aa2afd6942bb98d341200",
          "body": null,
          "is_bot": false,
          "headline": "handle description=None when describing tables",
          "author_name": "David Shupe",
          "author_login": "stargaser",
          "committed_at": "2019-12-17T17:34:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef3dd30ffdd978c35eed05cf7575787e2864e7b8",
          "body": "Add default for UWS version - Issue #198",
          "is_bot": false,
          "headline": "Merge pull request #199 from tomdonaldson/uws_default_version",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2019-12-17T17:07:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1286544d9c7ae5a7effc16c5edf74148c17e4828",
          "body": "Add changelog\n\nCorrect PR # in changelog\n\nFix flake8 errors\n\nStyle changes from review",
          "is_bot": false,
          "headline": "Add default for UWS version - Issue #198",
          "author_name": "Tom Donaldson",
          "author_login": "tomdonaldson",
          "committed_at": "2019-12-17T16:35:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78e3d52c41c114d01a30579caa62f2af4ef61c53",
          "body": "Fixes MissingSchema exception when doing a fetch_result() in a TAP async job with a relative result URL",
          "is_bot": false,
          "headline": "Merge pull request #192 from streeto/191-relative-result-url",
          "author_name": "Tom",
          "author_login": "tomdonaldson",
          "committed_at": "2019-12-12T22:24:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33f64f9d4a5ab05dac12339d69c6b7c4bcf660e2",
          "body": "Fix spelling error in some exceptions",
          "is_bot": false,
          "headline": "Merge pull request #188 from cbanek/exception-spelling-error",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-13T00:48:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61934d95057583de1811e517d39d45058b04532f",
          "body": "Just noticed this when it came up as an error message.",
          "is_bot": false,
          "headline": "Fix spelling error in some exceptions",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-13T00:22:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b982d019822fe225e8fc2ed20664b949559bf29",
          "body": "Fix docstring build error",
          "is_bot": false,
          "headline": "Merge pull request #193 from cbanek/fix-travis-docstring-empty-init",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-13T00:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af7e41c32e217e494a3586643a7c7cd23244ca03",
          "body": null,
          "is_bot": false,
          "headline": "Add warning comment about required docstring",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-13T00:06:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c6763a3042ad5b1f0512704de6026a26fa2d5fb",
          "body": "When parsing out the votable from monkeypatch.xml, which is just a\nflat file checked into the data directory, the newer versions of the\nvotable parsing had issue with our usage of the timesys element,\ngiving this error:\n\nastropy.io.votable.exceptions.E22: None:12:190: E22: ID attribute is required f\n[…]\nr all TIMESYS elements\n\nSo not knowing too much about it, I found a helpful example here,\nwhich I based this edit on:\n\nhttp://www.ivoa.net/documents/VOTable/20190403/WD-VOTable-1.4-20190403.html#ToC21",
          "is_bot": false,
          "headline": "Monkeypatch the monkeypatch.",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-12T22:42:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3b96322ec00232d07b2771c14382b3f775a6396c",
          "body": "This is a simpler suggestion to fix the build error, which has been\nsuggested on #189 and also https://github.com/sphinx-doc/sphinx/issues/6753\n\nBy having this empty init comment, this should get the build going\ngreen again.",
          "is_bot": false,
          "headline": "Fix docstring build error",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-11-12T21:35:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4e9f69914fa06d34fdbddf73bf7ce83231d5c13",
          "body": "…ync job with a relative result URL.\n\nSome TAP services return a JobSummary containing relative URLs for results, leading to an exception like the following:\n\n`MissingSchema: Invalid URL './21530/./results/result': No schema supplied. Perhaps you meant http://./21530/./results/result?`\n\nIf the result URL is relative, we have to prepend the async TAP request URL to it before fetching the results.\n\nFixes #191.",
          "is_bot": false,
          "headline": "Fixes MissingSchema exception when doing a fetch_result() in a TAP as…",
          "author_name": "André Luiz de Amorim",
          "author_login": "streeto",
          "committed_at": "2019-10-31T21:39:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "229820bd04b243a092b13e25362a7e1b258519f5",
          "body": "Fixing up CHANGES.rst based on the release",
          "is_bot": false,
          "headline": "Merge pull request #180 from cbanek/new-version-changelog",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2019-09-20T23:28:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84c8cb20da20444ccc3cc5fa29d05fe83a86efac",
          "body": "Co-Authored-By: Brigitta Sipocz <b.sipocz@gmail.com>",
          "is_bot": false,
          "headline": "Update CHANGES.rst",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T22:11:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09312f5547a5829887807837c5c21b6f45ddc8c",
          "body": null,
          "is_bot": false,
          "headline": "Add a file that has instructions for making a release",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T22:05:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08a502d797a68b28d3ad8da3f4d4b9a6d07e4dba",
          "body": null,
          "is_bot": false,
          "headline": "Fixing up CHANGES.rst based on the release",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T21:43:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af974604a88d269e91e69e553c99f8437d7ca4ac",
          "body": "v1.0 released, update version number to v1.1",
          "is_bot": false,
          "headline": "Merge pull request #179 from cbanek/master",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T21:31:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b81e10a4c0daa2d5d7cb612e166c6041fdac09fd",
          "body": null,
          "is_bot": false,
          "headline": "v1.0 released, update version number to v1.1",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T21:09:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc8d4aa07ca28111e13e87b7fe1823a0865ef12f",
          "body": "Moved auth out of extensions subpackage",
          "is_bot": false,
          "headline": "Merge pull request #178 from andamian/auth",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T20:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87068c96a0c8d822d43d73873672f6a3dab5fb59",
          "body": "Fix to regtap.ivoid2service(), small fixes for examples/notebooks",
          "is_bot": false,
          "headline": "Merge pull request #177 from trjaffe/master",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-20T18:14:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e8646d66f4673658ce314dad912684f1b61b0bc",
          "body": null,
          "is_bot": false,
          "headline": "Moved auth out of extensions",
          "author_name": "Adrian Damian",
          "author_login": null,
          "committed_at": "2019-09-20T17:08:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "821d9c7ad00b500ffac98d1b06eb1214d30f9a79",
          "body": null,
          "is_bot": false,
          "headline": "ivoid2search changed as discussed in PR 177, notebook updated",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-19T13:29:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2380a366f39408996ebfa7e59436bd3aefabe9a5",
          "body": null,
          "is_bot": false,
          "headline": "Minor notebook mod, moved import of para_format_desc",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T20:18:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11d703d8d3492f247d29b66d2e0eb7d9d1516930",
          "body": null,
          "is_bot": false,
          "headline": "More flake8",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T19:33:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e7a243ae9ab3bee23608665e50180034aaf2b95",
          "body": null,
          "is_bot": false,
          "headline": "Notebook update",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T18:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fd0c48a41728f6159b2f103369bc11944821a2c",
          "body": null,
          "is_bot": false,
          "headline": "Fixing flake8 errors",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T18:54:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "727338b6ec8e20c400d23854813ee9e0434fa4db",
          "body": null,
          "is_bot": false,
          "headline": "Changes PR number",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T18:34:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ce0e3dfd738dd25dd353e851061e1be4bf9e83a",
          "body": "…oved to utils.",
          "is_bot": false,
          "headline": "Fix to regtap.ivoid2service(), few decode()'s, para_format_desc was m…",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-18T18:11:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a26cb0a34281283c17548ed78b8117fa0a3d3ddb",
          "body": "fix to registry.regsearch() waveband option",
          "is_bot": false,
          "headline": "Merge pull request #175 from trjaffe/master",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-18T16:48:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee5204ecf8750f677a6d35b22dc3deec303ea63f",
          "body": null,
          "is_bot": false,
          "headline": "Adding CHANGES entry",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-17T18:00:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be5d57d11ae6ff3ad0d803f770133556097acec0",
          "body": null,
          "is_bot": false,
          "headline": "Unit test updated for regsearch bug fix.",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-17T16:39:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68b7b98dd8bb554dacceb79caae17135cda28e0b",
          "body": null,
          "is_bot": false,
          "headline": "Fixed regsearch bug with waveband specified.",
          "author_name": "Jaffe",
          "author_login": "trjaffe",
          "committed_at": "2019-09-17T15:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b40523d49b88561a6d9b4ed61e4815fe1aeaaf5",
          "body": "Opt in windows testing",
          "is_bot": false,
          "headline": "Merge pull request #174 from bsipocz/travis_opt_in_windows",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-12T19:25:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ed8dbd54841d442950aa9f62a8252e2a9027061",
          "body": "When enabling Windows unit testing, we found a bug in the path\nlogic where it was assuming that it was going to deal with paths\nin the posix way ('/'), but just used os.path.  This breaks for\nwindows, where os.path.join will use '\\' instead.  So just force\nthis to doing posix style, not local implied style.",
          "is_bot": false,
          "headline": "Fix unit test that doesn't pass on Windows",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-12T02:17:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f34f39905e892015a898753014219882270b8945",
          "body": null,
          "is_bot": false,
          "headline": "Switching to codecov",
          "author_name": "Brigitta Sipocz",
          "author_login": "bsipocz",
          "committed_at": "2019-09-12T00:39:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6844a5e28edd0b6ee87cb7b5c4ff3cd30f1e29e",
          "body": null,
          "is_bot": false,
          "headline": "Adding windows testing to travis config",
          "author_name": "Brigitta Sipocz",
          "author_login": "bsipocz",
          "committed_at": "2019-09-12T00:38:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "659ae2e12cdfe85171ed301f955088b2a8466f83",
          "body": "Implementation of get_job_list",
          "is_bot": false,
          "headline": "Merge pull request #169 from andamian/i150",
          "author_name": "andamian",
          "author_login": null,
          "committed_at": "2019-09-11T15:46:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4c22aac583338a2401e9f3c80c1617a059b45bd",
          "body": null,
          "is_bot": false,
          "headline": "Implementation of get_job_list",
          "author_name": "Adrian Damian",
          "author_login": null,
          "committed_at": "2019-09-10T18:44:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79b5160a57a9d05ff27bc741b8024ef6100e8f74",
          "body": "Fixing service discovery query pattern to use RegTAP 1.1 role=std",
          "is_bot": false,
          "headline": "Merge pull request #173 from msdemlei/fixed-discovery-pattern",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-09-06T19:47:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d4947ecdc3fdd12ae45e0654b349ac4d0b48b33",
          "body": null,
          "is_bot": false,
          "headline": "Fixing service discovery query pattern to use RegTAP 1.1 role=std",
          "author_name": "Markus Demleitner",
          "author_login": "msdemlei",
          "committed_at": "2019-09-05T08:22:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c58a1896c9bae3651d31f35d066bcbae8641006",
          "body": "Update ex_casA_image_cat example",
          "is_bot": false,
          "headline": "Merge pull request #172 from cbanek/170-fix-image-example",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T20:50:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48f8d0d9723a402b1e925fe3e305d2103fc2d544",
          "body": "Thanks @msdemlei for the updated working example.\n\nTaken verbatim from #170.\n\nFixes #170.",
          "is_bot": false,
          "headline": "Update ex_casA_image_cat example",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T20:41:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a8a547bcedcb188bcf3d497ebe68a48e4d2764e",
          "body": "Don't install files in scripts directory.",
          "is_bot": false,
          "headline": "Merge pull request #166 from cbanek/159-examples-no-install",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T20:37:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "783008ba30a5ee0f019e22931bf1d9c9f1b26e34",
          "body": "Let's put all the examples together.",
          "is_bot": false,
          "headline": "Move scripts -> examples/images",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T19:42:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "331510693e34e4df4accc4db221cf9ffdd3a882c",
          "body": "Just having the examples there is plenty, let's not put them in\n/usr/local/bin.\n\nFixes #159",
          "is_bot": false,
          "headline": "Don't install files in scripts directory.",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T19:42:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2af4dcaab7033e731544b2d44b460b2145b5a0cb",
          "body": "Remove obsolete unit test data",
          "is_bot": false,
          "headline": "Merge pull request #167 from cbanek/158-remove-registry-tests-files",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-29T19:37:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ce8e985c227ce91d3947c9f276aa90dbdea3a7b",
          "body": "pyvo.object2pos() -> SkyCoord.from_name()",
          "is_bot": false,
          "headline": "Merge pull request #171 from cbanek/165-object2pos",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-28T21:47:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f18e4b7e825c5ddc228144d6b915a7b07d0bd6ca",
          "body": "Running these examples I noticed that object2pos was being called,\nbut got deleted.  So instead, let's use astropy's way of doing\nthe same thing.\n\nFixes #165.",
          "is_bot": false,
          "headline": "pyvo.object2pos() -> SkyCoord.from_name()",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-28T21:20:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b97367b938dd1b9e8020d00059b177580c7abca2",
          "body": "These files are no longer used, and they are big, and filled with\nthings I like to search for.  Let's get rid of these.\n\nFixes #158.",
          "is_bot": false,
          "headline": "Remove obsolete unit test data",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-26T19:50:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2956bfc306ef7daaa57aa3e76ccb428ecd9db770",
          "body": "Fix AstropyDeprecationWarning in SIA & SSA",
          "is_bot": false,
          "headline": "Merge pull request #164 from cbanek/163-astropy-deprecation",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-26T19:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cfca68039b416ee4d0639a3b2abbb201dd6bde6",
          "body": "Fixes #163\n\nWhen running SSAService.search() and passing in an astropy Quantity,\nthis warning would be emitted:\n\nWARNING: AstropyDeprecationWarning: The truth value of a Quantity is ambiguous.\nIn the future this will raise a ValueError. [astropy.units.quantity]\n\nInstead of checking the truth value of the parameter, I'm just going to check\nif it is None or not, not relying on what the truth value of the Quantity\nmay be.",
          "is_bot": false,
          "headline": "Fix AstropyDeprecationWarning in SIA & SSA",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-23T21:08:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf2c854fa98ddf1e3883e8c3e7aae996215d7008",
          "body": "Auth support for pyvo",
          "is_bot": false,
          "headline": "Merge pull request #157 from cbanek/122-auth2",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:53:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f3a3a14bc64fbedfd6b7f78e10b2e2d075b7909",
          "body": null,
          "is_bot": false,
          "headline": "Make constants for known securitymethod URIs",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:32:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93f686080adc07966eb2d3a0a4fc0fafb39623aa",
          "body": "The change to test_tap adds a new validator function that can be\noverriden in a subclass.  I then use this functionality to test\nauth and check the headers for each call made to the service to\nmake sure they are appropriate.",
          "is_bot": false,
          "headline": "Add tests for auth",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:28:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f7a195c96bf361063a2ead23320fb21567d9f58",
          "body": "There is a great class defined to do testing against async\nTAP services, but it's defined in a function and wrapped a lot,\nso it's hard to reuse.  Pull it out and make it its own class,\nincluding the ability to do the use part with the python contexts.",
          "is_bot": false,
          "headline": "Pull out MockAsyncTAPServer",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:27:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d45448c7a879c18701c93d5ee18fedabd582c21",
          "body": "This adds in auth support for services that support the\ncapabilities endpoint.  This is where the auth information about\nsupported methods is exchanged.  The framework is flexible enough\nto allow people to add auth to any call in pyvo though, by\nconfiguring a session to be used by those calls.\n\nAlso add some examples in of how to use these functions with\nservices that already do auth and are available on the internet.",
          "is_bot": false,
          "headline": "Add in auth support and examples",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:27:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19e896590076502ca6e481a8c923db40b629afe9",
          "body": "Right now, session was a singleton, and there was only one of\nthem and all the calls were using it.  This is great from\nsimplicity point of view, but for auth, you need more context\nto set the correct auth methods on each call.  This context\nwill end up being a part of the session, which also makes the\ncall.\n\nThis commit creates the session at the service level, and passes\nit down into all the subclasses it creates, such as queries,\nresults, and records as a keyword parameter.",
          "is_bot": false,
          "headline": "Refactor session to not be a singleton",
          "author_name": "Christine Banek",
          "author_login": "cbanek",
          "committed_at": "2019-08-20T20:27:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 13,
      "commits_last_year": 0,
      "latest_release_at": "2019-05-30T22:53:13Z",
      "latest_release_tag": "v0.9.3",
      "releases_from_tags": true,
      "days_since_last_push": 173,
      "active_weeks_last_year": 0,
      "days_since_latest_release": 2613,
      "mean_days_between_releases": 96.4
    },
    "community": {
      "has_readme": false,
      "has_license": false,
      "has_description": false,
      "has_contributing": false,
      "health_percentage": null,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 0,
      "stars": 0,
      "watchers": 0,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_stars": 0,
        "collected_at": null
      },
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 38472,
      "source_files_sampled": 96,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyproject.toml",
        "setup.cfg",
        "setup.py"
      ],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 0,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 1
      },
      "bus_factor": 2,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "funbaker",
          "commits": 303,
          "avatar_url": "https://avatars.githubusercontent.com/u/10711653?v=4"
        },
        {
          "type": "User",
          "login": "RayPlante",
          "commits": 194,
          "avatar_url": "https://avatars.githubusercontent.com/u/1027700?v=4"
        },
        {
          "type": "User",
          "login": "cbanek",
          "commits": 76,
          "avatar_url": "https://avatars.githubusercontent.com/u/20155748?v=4"
        },
        {
          "type": "User",
          "login": "bsipocz",
          "commits": 30,
          "avatar_url": "https://avatars.githubusercontent.com/u/6788290?v=4"
        },
        {
          "type": "User",
          "login": "trjaffe",
          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/20912165?v=4"
        },
        {
          "type": "User",
          "login": "msdemlei",
          "commits": 10,
          "avatar_url": "https://avatars.githubusercontent.com/u/2589068?v=4"
        },
        {
          "type": "User",
          "login": "tsdower",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/5349575?v=4"
        },
        {
          "type": "User",
          "login": "cdeil",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/852409?v=4"
        },
        {
          "type": "User",
          "login": "hugovk",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/1324225?v=4"
        },
        {
          "type": "User",
          "login": "tomdonaldson",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/4516707?v=4"
        }
      ],
      "contributors_sampled": 21,
      "top_contributor_share": 0.444
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "cibuild.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "tox.ini"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 66 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "dd3914e01333cb91681d118fdfc98f1bfc2a543d",
        "ran_at": "2026-07-26T05:42:20Z",
        "aggregate_score": 3.3,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": null,
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/msdemlei/pyvo",
    "host": "github.com",
    "name": "pyvo",
    "owner": "msdemlei"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "Abandonment Policy applies a 85% multiplier to weighted overall health.",
      "notes": [
        {
          "code": "abandonment_overall_adjustment",
          "params": {
            "cap": 0,
            "pct": 85
          }
        }
      ],
      "value": 29,
      "inputs": {
        "security": 33,
        "vitality": 22,
        "community": 12,
        "governance": 40,
        "engineering": 62,
        "abandonment_cap": null,
        "abandonment_state": "at_risk",
        "abandonment_multiplier": 85,
        "weighted_overall_before_abandonment": 34,
        "overall_after_abandonment_multiplier": 29
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 22,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 1,
              "days_since_last_push": 173,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 173 days ago",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 173
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "at_risk",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "releases_count": 13,
              "latest_release_tag": "v0.9.3",
              "releases_from_tags": true,
              "days_since_latest_release": 2613,
              "mean_days_between_releases": 96.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "13 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2613 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2613
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~96.4 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 96.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "cap": null,
              "state": "at_risk",
              "guards": [
                "no_open_demand"
              ],
              "signals": [
                "release_stall",
                "scorecard_unmaintained"
              ],
              "red_flag": true,
              "multiplier_pct": 85,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 0,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 1894,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 1894 days; 2 unmet obligation(s): releases stalled, Scorecard reports it unmaintained",
                "points": 85,
                "status": "partial",
                "details": [
                  {
                    "code": "abandonment_flagged",
                    "params": {
                      "days": 1894,
                      "count": 2,
                      "signals": "releases stalled, Scorecard reports it unmaintained"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 40,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 21,
              "top_contributor_share": 0.444
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "21 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 66 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "0/1 decided PRs merged",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 0,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "followers": 15,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "msdemlei",
              "public_repos": 74,
              "account_age_days": 5028
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "15 followers of msdemlei",
                "points": 8.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 15,
                      "login": "msdemlei"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "74 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 74
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 62,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 33,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "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",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 66 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "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": "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": 15
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.59,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "59 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 31.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 59,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "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": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 38472,
              "source_files_sampled": 96,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/96 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 96,
                      "oversized": 0
                    }
                  }
                ],
                "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",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "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": [
    "Community profile unavailable"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T05:42:32.957755Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/msdemlei/pyvo.svg",
  "full_name": "msdemlei/pyvo",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

相关记录

与 msdemlei/pyvo 共享目录标签或生态系统的已检测仓库。 并排阅读 →

97apache/supersetApache Superset is a Data Visualization and Data Exploration Platform优秀95scikit-learn/scikit-learnscikit-learn: machine learning in Python优秀95onnx/onnxOpen standard for machine learning interoperability优秀94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platform优秀94wandb/wandbThe AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.优秀93optuna/optunaA hyperparameter optimization framework优秀

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.