公开记录
软件健康报告模式 0.23.0 · 指标 1.13.0 · 2026-07-21 19:50 UTC

bluesky / bluesky-tiled-plugins

Integrations for using Tiled with Bluesky

Python未检测到许可证★ 2 星标⑂ 7 复刻始于 2025年11月在 GitHub 上查看 ↗

bluesky/bluesky-tiled-plugins 的健康指数为 100 分中的 67 分,处于「中等」区间。 其得分最高的类别是Vitality(92/100),最低的是Community & Adoption(24/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

67
总分 / 100
中等

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。

67
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

153 关注者84 个公开仓库始于 2019年2月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIbluesky-tiled-plugins2.0.9-270 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

92优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
22.2/36提交节奏 — 52 周中有 32 周有提交
18/18提交量 — 最近一年 266 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year266
human_commit_share0.99
days_since_last_push0
active_weeks_last_year32

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 12 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 22.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count12
latest_release_tagv2.0.9
releases_from_tags
days_since_latest_release0
mean_days_between_releases22.1
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?

24危急 · 占总体的 18%
评分方式
0/60星标 — 2 个星标
6.5/25复刻 — 7 个复刻
0/15关注者 — 0 位关注者
所用输入
forks7
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

社区健康

45存在风险
评分方式
22.5/22.5README
0/22.5许可证 — 未检测到许可证文件
18/18CONTRIBUTING 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
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

64中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
8.8/22.5提交分布 — 头号贡献者编写了 61% 的提交
5.4/13.5贡献者广度 — 4 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 7 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled4
top_contributor_share0.611
评分方式
17.5/46.8议题解决 — 38% 的议题已关闭
31.9/38.3PR 接受 — 已裁定的 PR 中 30/36 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs30
open_issues5
closed_issues3
issue_closed_ratio0.375
closed_unmerged_prs6
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
15.7/25所有者影响力 — bluesky 有 153 位关注者
25/25既往记录 — 84 个公开仓库,账户约 7 年
所用输入
followers153
owner_typeOrganization
is_verified
owner_loginbluesky
public_repos84
account_age_days2,712
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 27 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesbluesky-tiled-plugins
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

59中等 · 占总体的 16%

安全态势

59中等
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
2.5/2.5CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5许可证 — license file not detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.9
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

44存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
22.1/40可读的提交历史 — 99 次人类提交中有 41 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.414
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Justfile
22/22自动化测试
11/11Lint / 格式化配置
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
8/8自动化维护 — 最近 100 次提交中有 1 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesJustfile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.01
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
53/55可控的文件大小 — 采样的 28 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes60,505
source_files_sampled28
oversized_source_files1

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
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

2GitHub 星标
4贡献者
266最近 12 个月提交数
0距最近推送天数
12发布版本数
1巴士系数(bus factor)
5开放议题
PyPI软件包生态系统数

数据采集警告

  • deps.dev does not index pypi:bluesky-tiled-plugins@2.0.9; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 2 ★ / 7 ⇿
2Star
7Fork
11发布

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

01345682712025-112026-032026-07
主版本 1次版本 0修订 8
OpenSSF Scorecard 5.9 / 10
5.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-21 19:50 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 6
注册表软件包版本约束清单文件
PyPIdaskpyproject.toml
PyPIevent-modelpyproject.toml
PyPImongoquerypyproject.toml
PyPIpytzpyproject.toml
PyPItiled>=0.2.12pyproject.toml
PyPItzlocalpyproject.toml
全部依赖 6

来自 GitHub 依赖图的完整解析依赖集合:1 个直接依赖与 5 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
PyPItiled直接
PyPIhatchling间接
PyPImyst-parser间接
PyPIpytest间接
PyPIpytest-cov间接
PyPIsphinx间接
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies carried a version and a supported ecosystem

原始 JSON 报告 机器可读
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  "data": {
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      "is_fork": false,
      "size_kb": 489,
      "has_wiki": true,
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      "languages": {
        "Just": 736,
        "Shell": 1328,
        "Python": 317739
      },
      "pushed_at": "2026-07-21T19:48:04Z",
      "created_at": "2025-11-18T13:11:31Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T19:47:20Z",
      "description": "Integrations for using Tiled with Bluesky",
      "is_archived": false,
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      "license_spdx": null,
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      "primary_language": "Python",
      "significant_languages": [
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    },
    "owner": {
      "blog": "https://blueskyproject.io/",
      "name": "Bluesky Collaboration",
      "type": "Organization",
      "login": "bluesky",
      "company": null,
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      "followers": 153,
      "avatar_url": "https://avatars.githubusercontent.com/u/47676189?v=4",
      "created_at": "2019-02-15T20:39:23Z",
      "is_verified": null,
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      "account_age_days": 2712
    },
    "license": {
      "state": "absent",
      "spdx_id": null,
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      "scorecard_found": false,
      "profile_has_license": false
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    "activity": {
      "releases": [
        {
          "tag": "v2.0.9",
          "kind": "patch",
          "published_at": "2026-07-21T19:48:04Z"
        },
        {
          "tag": "v2.0.8",
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          "published_at": "2026-07-10T17:00:12Z"
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          "tag": "v2.0.6",
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          "published_at": "2026-06-10T20:54:38Z"
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        {
          "tag": "v2.0.5",
          "kind": "patch",
          "published_at": "2026-05-29T14:07:29Z"
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        {
          "tag": "v2.0.4",
          "kind": "patch",
          "published_at": "2026-05-28T14:37:35Z"
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          "tag": "v2.0.3",
          "kind": "patch",
          "published_at": "2026-05-07T20:41:18Z"
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        {
          "tag": "v2.0.2",
          "kind": "patch",
          "published_at": "2026-02-13T21:25:43Z"
        },
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          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2026-01-21T20:45:33Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-01-03T14:45:20Z"
        },
        {
          "tag": "v2.0.0rc3",
          "kind": "other",
          "published_at": "2025-11-19T14:19:58Z"
        },
        {
          "tag": "v2.0.0rc2",
          "kind": "other",
          "published_at": "2025-11-19T02:23:20Z"
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      ],
      "recent_commits": [
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          "headline": "Apply suggestion from @danielballan",
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          "headline": "Import of size_from_uri in consolidators",
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          "is_bot": false,
          "headline": "Declare size_from_uri in local utils",
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          "headline": "Change docstring comment",
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        },
        {
          "oid": "d368f022b08944874832b2a4dc72b8a77e4152fb",
          "body": null,
          "is_bot": false,
          "headline": "Remove use of tiled.storage.size_from_uri",
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          "body_truncated": false,
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        },
        {
          "oid": "efd67bc7f5806608b741084673f5a8d4cdd9ba13",
          "body": "BUG: revert `scan_id` lookup sort override; trust catalog default sort",
          "is_bot": false,
          "headline": "Merge pull request #46 from genematx/revert-scan-id-sort",
          "author_name": "Dan Allan",
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        {
          "oid": "25e4da3471e346f5dfb458004ff4aa12404f9997",
          "body": "Commit 513357a replaced `results.values().last()` with an explicit\n`.sort([(\"start.time\", -1)]).values().first()`, based on an\nunverified assumption that the server-side default sort direction\ncould be either ascending or descending. In practice the catalog\nreports `sorting: [{\"key\": \"time\", \"direct\n[…]\ntest that\ninserts two runs with the same `scan_id` (different `time`s) into a\nmongomock-backed catalog and asserts the lookup returns the newer.\nThe test fails against the broken sort in either shape.",
          "is_bot": false,
          "headline": "BUG: revert scan_id lookup sort override; trust catalog default sort",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-09T19:22:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0c379f9a391d65dc3255ae041d45fa007b0d2f1a",
          "body": "Bug fixes",
          "is_bot": false,
          "headline": "Merge pull request #44 from genematx/bug-fixes",
          "author_name": "Dan Allan",
          "author_login": "danielballan",
          "committed_at": "2026-07-07T18:33:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f3da288ed68c837cc1c4e645052e39695ebc5dc",
          "body": "Add BytesConsolidator",
          "is_bot": false,
          "headline": "Merge pull request #43 from genematx/bytes-consolidator",
          "author_name": "Dan Allan",
          "author_login": "danielballan",
          "committed_at": "2026-07-07T18:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d45f6346ce486840b7110a2808f025c3531a7ad",
          "body": "Zarr 2.x raises ZeroDivisionError and zarr >=3.2 raises ValueError when\ncreating an array with a zero-length chunk edge. Zarr 3.1.x accepts it.\nMark the (0, 'file') param as xfail non-strict so both CI (broken) and\nlocal (working) configurations are tolerated.",
          "is_bot": false,
          "headline": "TST: xfail internal-array zero-dim test",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:19:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e6bb50f00819f0cedd2670b99b975e02269427a",
          "body": "The json-seq exporter previously walked only the `internal` table\npartition when emitting events. Ragged internal arrays live in their\nown child nodes with `structure_family == \"ragged\"` and were\nmistakenly grouped with external stream_resources, breaking on\nre-ingest (empty rows collapsed to shape \n[…]\n and merge the\nvalues into the per-seq_num event data alongside the internal table\nvalues. The writer's existing shape-based dispatch routes the\nre-ingested rows back through `write_ragged` unchanged.",
          "is_bot": false,
          "headline": "ENH: export ragged internal arrays as events for roundtrip",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48e9f03bb9fd86c36ad886a19fca013c1e4d5dc8",
          "body": "Move the shared descriptor-reconstruction helper into\n`exporters.py` alongside its primary caller and drop the tiny\n`_descriptors` module. The client `descriptors` properties now\nimport it from `..exporters`.",
          "is_bot": false,
          "headline": "MNT: inline build_descriptor_docs into exporters.py",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0ed33cc223678dde31fab0a36eeaf236c0e8545",
          "body": null,
          "is_bot": false,
          "headline": "MNT: format and lint",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ff6eb0d9242f436d7246d1f175bb4353294d803",
          "body": "…lper\n\nMove the descriptor-assembly logic that was duplicated between the\nJSON-Seq exporter and the client `descriptors` properties into\n`_descriptors.build_descriptor_docs`. The helper strips\nnon-descriptor keys from the raw Tiled node metadata (which is\nuser-arbitrary), unfolds `_config_updates` into follow-up\ndocuments, and validates every result against the `event_model`\n`EventDescriptor` JSON schema so any drift between stored metadata\nand the on-wire document schema surfaces immediately.",
          "is_bot": false,
          "headline": "MNT: consolidate descriptor reconstruction into a schema-validated he…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed47770af0d1fb696964e06bf80c2957fcd88605",
          "body": "… walk\n\nThe `descriptors` properties on `BlueskyRun` and both event-stream\nimplementations previously iterated the full document stream of the\nrun just to filter descriptor entries, which is catastrophic on runs\nwith many events. Reconstruct the sequence from each stream's cached\nmetadata (and `_con\n[…]\nom_stream_client`\nwas reading `upd.configuration.data.<key>`, skipping the\n`obj_name` level, so every recorded update value silently collapsed\nto `None`. Index through `configuration[obj_name]` first.",
          "is_bot": false,
          "headline": "PERF: reconstruct descriptors from stream metadata; fix config-update…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ad6b3e74c0a05d4aa6fb1956539c574a8148a9f",
          "body": "…t parser\n\nExtract the document-stream parser into `_iter_json_seq` and use it\nfrom both the streaming pathway and `documents()`. The parser strips\nan optional \\x1E record-separator prefix from each newline-delimited\nrecord, so a client built against the new exporter can also read from\nan older server that still emits plain NDJSON during a rolling\nupgrade. The old-client / new-server direction remains a hard break\nand is expected to require a coordinated upgrade.",
          "is_bot": false,
          "headline": "ENH: accept both RFC 7464 and legacy NDJSON framing in json-seq clien…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92b9f1fd3633ccf4dcff38dacc7b9c63765b4195",
          "body": "The `application/json-seq` exporter previously emitted plain\nnewline-delimited JSON, and the client parsers assumed the same. The\nmimetype now matches the wire format: each record is prefixed with the\nASCII record-separator (\\x1E) and terminated by a newline, per RFC\n7464. The streaming and `documents()` parsers in `bluesky_run` were\nupdated to consume this framing.",
          "is_bot": false,
          "headline": "BUG: emit and parse RFC 7464 JSON-Seq records",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "513357a0db2c3d4820173858f4da85e398cd0908",
          "body": "… signature\n\n- `CatalogOfBlueskyRuns.is_sql` used to implicitly return `None` when\n  no matching spec was found, breaking `is True`/`is False` checks and\n  JSON serialization. Always return a concrete bool.\n- `_lookup_by_scan_id` relied on the server-side default sort direction\n  and called `.last()\n[…]\nxplicitly and return the first result.\n- `Dispatcher.process` accessed `name.name` unconditionally,\n  requiring a `DocumentNames` enum despite the docstring advertising a\n  string. Accept either form.",
          "is_bot": false,
          "headline": "BUG: harden catalog scan_id lookup, is_sql return, dispatcher process…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "678c9d9e9680f9286599a6c0926adfbcb3b70cb8",
          "body": null,
          "is_bot": false,
          "headline": "MNT: format and lint",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f75cfad27b75c63e8660031b3ad748992e21f97",
          "body": "…er kwargs; dedup stop notes\n\n- `TiledWriter.spec_to_mimetype` is rebuilt as a `defaultdict` so\n  unknown specs still fall back to `application/octet-stream` instead\n  of raising `KeyError`; using `dict.__or__` dropped the factory.\n- `TiledWriter.from_uri` and `TiledWriter.from_profile` now accept\n \n[…]\ntings were\n  previously unreachable through the factory constructors.\n- Deduplicate the notes list written on the Stop document so a note\n  repeated between the normalizer and the writer appears once.",
          "is_bot": false,
          "headline": "ENH: preserve defaultdict fallback for spec_to_mimetype; forward writ…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf39e061460bf9104875156f20dfaf7d0f817343",
          "body": "… sleep\n\n- `ConsolidatorBase.validate` used a bare `assert` to check the\n  adapter could be initialized; under `python -O` this check is\n  stripped. Raise `RuntimeError` instead so the guard survives.\n- Remove the unconditional `time.sleep(0.1)` inside the per-data-key\n  validation loop; it added ~10 s of dead time per 100-key run with no\n  functional purpose.",
          "is_bot": false,
          "headline": "MNT: replace assert with raise in consolidator validate; drop per-key…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95185d09ca5b6b7cd4cfb534f05873bfdb182cd7",
          "body": "- Decode the streaming JSON-seq response with an incremental UTF-8\n  decoder so multi-byte characters split across chunk boundaries do not\n  raise `UnicodeDecodeError`.\n- Skip blank lines when replaying documents from a JSON-seq buffer.\n- `IPYTHON_METHODS` was missing a comma, silently concatenating\n  `_repr_mimebundle_` and `_ipython_display_` into a single string that\n  never matched a real IPython lookup.",
          "is_bot": false,
          "headline": "BUG: harden document-stream parsing and fix IPYTHON_METHODS typo",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f499f7c8114f2828c1af38965ff2f7e7c78c5b0",
          "body": "…tClient\n\nThe reversed iterator returned by `reversed(self._stream_names)` was not\nsliceable, and `self._keys[start:stop:-1 if direction < 0 else 1]`\nyielded an empty slice when a KeysView was reverse-sliced (e.g.\n`client.keys()[::-1]`). Reverse after slicing instead.",
          "is_bot": false,
          "headline": "BUG: fix reversed keys/items slicing on BlueskyRun and CompositeSubse…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ed154e5156373e42811c746aa0f7948d3641145",
          "body": "… sources\n\nThe DataSource for multi-file (multipart/related) consolidators only\npersists adapter kwargs in .parameters, dropping the original filename\ntemplate, chunk_shape, and join_method. As a result, exporting a\nBlueskyRun via application/json-seq and re-ingesting the documents\ncrashed inside Mu\n[…]\nor the consolidator to\nregenerate the same set of URIs on re-ingest.\n\nThe roundtrip test now covers both the internal-only and external-asset\nfixtures; the previously xfailed external case now passes.",
          "is_bot": false,
          "headline": "ENH: synthesize stream_resource template on export for multipart data…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "226f44aad8be7a4891db1c95c55991369de917f1",
          "body": "…rs, queries\n\n- exporters: stream_datum indices/seq_nums stop bounds are exclusive;\n  the previous code emitted stop = last_index (off-by-one), silently\n  truncating the last datum on ingest. Also give the sort key a numeric\n  fallback so events/event_pages don't blow up on None-vs-int compare.\n- ti\n[…]\nrned '9' and truncated filenames.\n  Cast to int before max().\n- queries: RawMongo deprecation warning string was not an f-string, so\n  {key}/{value!r} appeared literally instead of being interpolated.",
          "is_bot": false,
          "headline": "BUG: fix silent data-loss cases in exporters, normalizer, consolidato…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "841ac1098fbf37585bd85f8c412c22a511ac0732",
          "body": "- `_document_types` had `stream_resource` and `stream_datum` mapped\n  to each other's document classes, causing every parsed document via\n  `BlueskyRun.documents()` to be labelled with the wrong type.\n- `BlueskyEventStream._repr_mimebundle__` (extra trailing underscore)\n  never matched IPython's actual probe (`_repr_mimebundle_`), so the\n  MIME repr was not suppressed on event-stream nodes.\n- Add regression tests guarding both against future swaps.",
          "is_bot": false,
          "headline": "BUG: correct document-type mapping and mimebundle attribute name",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "035d5959e0dd0f4439a9a24bb199a135dae6bd3f",
          "body": null,
          "is_bot": false,
          "headline": "BUG: include exception class name in AssetValidationException message",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T17:57:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e629144bdd86d96fa5aeed3a196e46246ecd1da",
          "body": null,
          "is_bot": false,
          "headline": "FIX: concatenation of resource paths",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c0c5acd407bd09018df9ff15f86aa5988ac045b",
          "body": "Previously, validate() unconditionally appended new notes to the run's\nexisting metadata notes on every invocation. A persistent (ignored)\nvalidation error would therefore produce a duplicate note on every\ncall, growing the metadata unboundedly.\n\nMerge existing and new notes with dict.fromkeys() to \n[…]\non_repeat_with_ignored_errors covering\nthe persistent-ignored-error case, and extend\ntest_validate_bluesky_run_failure to assert that a second validate()\ncall after a fix does not grow the notes list.",
          "is_bot": false,
          "headline": "BUG: dedupe validation notes so repeat validate() is idempotent",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b433e3357eaffeb3327b0930bfaa8d36e0760f8",
          "body": null,
          "is_bot": false,
          "headline": "MNT: clarify comments",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a095782137583e560ebf66f044b5d4533f2a9118",
          "body": "The 'Tiled server does not support remote validation' warning is\nexpected behavior on the app0 fixture (which builds the server without\nthe validator router), not a defect. Match the marker already used by\ntest_ignore_validation_errors. Also reformat external_assets_bytes.json\nto the repo-wide spacing convention.",
          "is_bot": false,
          "headline": "TST: silence local-fallback UserWarning in test_bytes_roundtrip",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "053a4d81b0e3f7f78f4b74560ecf2f0b8568ecf9",
          "body": "…es files_per_datum on update\n\n- Emit a UserWarning when frames-per-file (chunk_shape[0]) does not\n  divide frames-per-datum under join_method='concat'. The auto-repair\n  (coerce chunk_shape to (datum_shape[0],)) is preserved as before, but\n  users now get visibility into the silent change.\n- Cache \n[…]\ning + coerced chunk_shape, and\n  test_multipart_related_files_per_datum_override covering the new\n  files_per_datum StreamResource parameter and its refresh across\n  update_from_stream_resource calls.",
          "is_bot": false,
          "headline": "ENH: MultipartRelatedConsolidator warns on chunk coercion and refresh…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4dc7e6cacc7fbbcf1165575d4247607dba20ab18",
          "body": "…tion\n\n- Harden BytesConsolidator: class docstring, initialize _indx_offset,\n  propagate the StreamResource spec parameter into metadata for parity\n  with ConsolidatorBase, and drop the nonsensical cls-is-not-base\n  escape hatch from get_supported_mimetype.\n- Implement validate(): check each registe\n[…]\ne shapes,\n  update_from_stream_resource index reset, factory dispatch + mimetype\n  guard, and a generalized spec-metadata propagation test parametrized\n  across BytesConsolidator and HDF5Consolidator.",
          "is_bot": false,
          "headline": "ENH: complete BytesConsolidator with tests, example, and asset valida…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34cca21dc9b68747e6b7d6e3fe0f649a6ed86ed7",
          "body": "Previously, size_from_uri failures during data-source validation were\nsilently swallowed, letting downstream errors (e.g. an HDF5 adapter's\n'Unable to synchronously open') surface instead. That masked the root\ncause (missing file) with a less informative message.\n\nFix AssetValidationException to pro\n[…]\n. The remote validator router catches it, honors the\nignore_errors pattern list (for parity with the generic branch), and\notherwise returns a graceful 200 valid=False response rather than an\nHTTP 500.",
          "is_bot": false,
          "headline": "BUG: raise AssetValidationException for unreachable external assets",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1337314c316eb02fc66b094dd85033fe887c1b4b",
          "body": null,
          "is_bot": false,
          "headline": "MNT: format and lint",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bb884d4f9ce718e1f175971bf9a0c6b38e52559",
          "body": null,
          "is_bot": false,
          "headline": "MNT: change parameter name",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81da02463c626a7048eacf7ab12cc7ffa3334d4f",
          "body": null,
          "is_bot": false,
          "headline": "WIP: add BytesConsolidator",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdcfca79f864d6834799acd73316abcac9796379",
          "body": null,
          "is_bot": false,
          "headline": "WIP: reconciling changes in MultipartHDF5Consolidator",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ab9ed3d8c2cffa9d537e103cacb2f5eb5eda263",
          "body": null,
          "is_bot": false,
          "headline": "ENH: translate datum_kwargs point_number to indices",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:00:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afee5f8f7e09108597b6ba0caa2be71d2564b298",
          "body": "Route legacy Resource `root` + `resource_path` composition through\ntiled's `ensure_uri` for canonical URI construction (absolutization,\nscheme/netloc, Windows drive letters), and preserve a trailing `/` on\n`resource_path` across the round-trip. That slash is meaningful: it\nsignals the directory-URI \n[…]\ns the filename-prefix convention\nin which the template renders a suffix. Both `pathlib.Path` and\n`ensure_uri` internally normalize the trailing slash away, so it is\ncaptured and reattached explicitly.",
          "is_bot": false,
          "headline": "BUG: preserve trailing slash on legacy Resource path",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-02T18:32:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45253ea0c9e0a76ec6b12ff688b35eacf7302d8e",
          "body": null,
          "is_bot": false,
          "headline": "FIX: allow trailing slash in paths",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-02T17:54:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "210282fbec0c082d965f0230fbe017eb0928efff",
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                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
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              "has_pull_request_template": false
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            "components": [
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              },
              {
                "key": "license",
                "name": "License",
                "detail": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "license_absent",
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                "max_points": 22.5
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                "key": "contributing_guide",
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              {
                "key": "issue_template",
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              },
              {
                "key": "pr_template",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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              "bus_factor": 1,
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                  {
                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 61% of commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 61
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
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                    "code": "contributors_sampled",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "points": 10,
                "status": "met",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
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              "merged_prs": 30,
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                    "code": "issues_closed_share",
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                      "share": 38
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "30/36 decided PRs merged",
                "points": 31.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 30,
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
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                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "followers": 153,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "bluesky",
              "public_repos": 84,
              "account_age_days": 2712
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "153 followers of bluesky",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 153,
                      "login": "bluesky"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "84 public repos, account ~7 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 84
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "bluesky-tiled-plugins"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "27 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 27
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "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": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.9
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            "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": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "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": 3
            },
            "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": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.414,
              "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": "41 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 41,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Justfile"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
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                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "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": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
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                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
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              "source_files_sampled": 28,
              "oversized_source_files": 1
            },
            "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": "1/28 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 28,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "examples"
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            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index pypi:bluesky-tiled-plugins@2.0.9; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T19:50:31.767866Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bluesky/bluesky-tiled-plugins.svg",
  "full_name": "bluesky/bluesky-tiled-plugins",
  "license_state": "absent",
  "license_spdx": null
}

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 v0.23.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.