公开记录中等
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-07-29 04:13 UTC
posit-dev / py-shinyswatch
Bootswatch themes for py-shiny
posit-dev/py-shinyswatch 的健康指数为 100 分中的 57 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（70/100），最低的是Security（39/100）。 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。
57
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。
57
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 55 经校准后在公布的指数量表上为 57（记录校准 2026-08-02）。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | shinyswatch指向其他仓库——不计分 | 0.12.0 | 118,387 | 22 | 0 天前 | html |
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？
63
开发活跃度
43薄弱
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 1.4/36 | 提交节奏 — 52 周中有 2 周有提交 |
| 4.3/18 | 提交量 — 最近一年 2 次提交 |
| 1/10 | OpenSSF Scorecard：Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
所用输入
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 10 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 19.8/27 | 发布节奏 — 约每 97 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 10 |
| latest_release_tag | v0.12.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 97 |
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？
41
流行度与采用
34存在风险
评分方式
| 25/60 | 星标 — 36 个星标 |
| 4/25 | 复刻 — 4 个复刻 |
| 5/15 | 关注者 — 9 位关注者 |
所用输入
| forks | 4 |
| stars | 36 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | — |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| 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？
59
维护者韧性（巴士系数）
32存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 6.6/22.5 | 提交分布 — 头号贡献者编写了 71% 的提交 |
| 6.8/13.5 | 贡献者广度 — 5 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 7 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.707 |
议题与 PR 响应能力
77良好
评分方式
| 33.6/42 | 议题解决 — 80% 的议题已关闭 |
| 29.2/30 | PR 接受 — 已裁定的 PR 中 36/37 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 4.5/15 | OpenSSF Scorecard：Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
所用输入
| merged_prs | 36 |
| open_issues | 4 |
| closed_issues | 16 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.8 |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
73良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 21.6/25 | 所有者影响力 — posit-dev 有 999 位关注者 |
| 21.3/25 | 既往记录 — 206 个公开仓库，账户约 4 年 |
所用输入
| followers | 999 |
| owner_type | Organization |
| is_verified | — |
| owner_login | posit-dev |
| public_repos | 206 |
| account_age_days | 1,509 |
工程质量
基础的工程与文档实践是否到位？
70
工程实践
50中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard：CI-Tests — 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
100卓越
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://posit-dev.github.io/py-shinyswatch/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 6 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | bootstrap5, bootswatch, bootswatch-themes, python, python3, shiny |
| has_wiki | 是 |
| homepage | https://posit-dev.github.io/py-shinyswatch/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
39
安全态势
39薄弱
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.2/2.5 | CI-Tests — 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.9 |
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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
47
AI 代理上下文与指引
25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） |
| 25.4/40 | 可读的提交历史 — 82 次人类提交中有 39 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_share | 0.476 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — pyrightconfig.json, shinyswatch/py.typed |
| 0/10 | 可复现环境 |
| 2.4/10 | 已体现的代理实践 — 最近 82 次提交中有 1 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | pyrightconfig.json, shinyswatch/py.typed |
| agent_commit_share | 0.012 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82优秀
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（pyrightconfig.json, shinyswatch/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 25 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 37,410 |
| source_files_sampled | 25 |
| oversized_source_files | 0 |
机器可读接口
40薄弱
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
36GitHub 星标
5贡献者
2最近 12 个月提交数
0距最近推送天数
10发布版本数
1巴士系数（bus factor）
4开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- pypi package 'shinyswatch' points at a different repository (https://github.com/rstudio/py-shinyswatch); excluded from ecosystem scoring
- deps.dev does not index pypi:shinyswatch@0.12.0; 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 0 ★ / 4 ⇿
0Star
4Fork
7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。
主版本 0次版本 5修订 2
每个点涵盖 3 天。
OpenSSF Scorecard 3.9 / 10
3.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 1 | CI-Tests | 3 out of 19 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 10/30 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | typing-extensions | >=3.10.0.0 | setup.cfg |
| PyPI | packaging | >=20.9 | setup.cfg |
| PyPI | htmltools | >=0.2.0 | setup.cfg |
| PyPI | shiny | >=1.7.0 | setup.cfg |
全部依赖 4
来自 GitHub 依赖图的完整解析依赖集合：1 个直接依赖与 3 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | shiny | — | 直接 |
| PyPI | matplotlib | — | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | shinyswatch | — | 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
{
"data": {
"repo": {
"topics": [
"bootstrap5",
"bootswatch",
"bootswatch-themes",
"python",
"python3",
"shiny"
],
"is_fork": false,
"size_kb": 161987,
"has_wiki": true,
"homepage": "https://posit-dev.github.io/py-shinyswatch/",
"languages": {
"CSS": 116,
"Python": 68620,
"Makefile": 4485,
"JavaScript": 7968
},
"pushed_at": "2026-07-29T04:10:43Z",
"created_at": "2023-03-27T20:11:42Z",
"owner_type": "Organization",
"updated_at": "2026-07-29T04:06:47Z",
"description": "Bootswatch themes for py-shiny",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "posit-dev",
"company": null,
"location": null,
"followers": 999,
"avatar_url": "https://avatars.githubusercontent.com/u/107264312?v=4",
"created_at": "2022-06-10T14:37:27Z",
"is_verified": null,
"public_repos": 206,
"account_age_days": 1509
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2026-07-29T04:06:51Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-06-01T22:20:29Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-03-20T20:44:33Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2025-03-03T19:14:14Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2024-11-07T18:44:41Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2024-07-18T16:39:03Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2024-04-23T17:08:20Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2024-04-16T15:24:27Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2024-03-07T22:01:22Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2024-03-07T21:13:42Z"
}
],
"recent_commits": [
{
"oid": "3973de15b559e7324ee0486f14b51b79ade1d45d",
"body": "Regenerate the pre-built themes against Shiny v1.7.0 (make update-bootswatch).\n\nThe committed bsw5/<theme>/bootswatch.min.css files are compiled from shiny's\ntheme presets, so they go stale whenever shiny's preset SCSS changes. Shiny\nv1.7.0 added bslib's offcanvas.scss to every preset's _04_rules.sc\n[…]\ndebar resize handle, none of which was in the\nthemes built against v1.6.3: .offcanvas-footer was absent entirely and\n.resize-indicator:hover was missing.\n\nRaise the shiny floor to >=1.7.0 accordingly.",
"is_bot": false,
"headline": "release: v0.12.0 (#57)",
"author_name": "Barret Schloerke",
"author_login": "schloerke",
"committed_at": "2026-07-29T04:06:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1c259fbf54a7def2a87ee9359d6a1d5ebe26ef69",
"body": "Add the brite theme, regenerate themes for Shiny v1.6.3 (Bootstrap 5.3.8), require Python>=3.10 and shiny>=1.6.3.",
"is_bot": false,
"headline": "release: v0.11.0 (#56)",
"author_name": "Carson Sievert",
"author_login": "cpsievert",
"committed_at": "2026-06-01T22:20:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4bb7b4ed88555435eae5475ad1621f75b0a6e3da",
"body": "Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: py-shinyswatch v0.10.0 (#54)",
"author_name": "Barret Schloerke",
"author_login": "schloerke",
"committed_at": "2026-03-20T20:44:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d4b99edf95ae27f619ff61f34d2e85972bd9d072",
"body": null,
"is_bot": false,
"headline": "v0.9.0 (#53)",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2025-03-03T19:13:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dfea31dc1b1eca1ad83ffc27620607374efc7444",
"body": null,
"is_bot": false,
"headline": "Update pre-built bootswatch themes (#52)",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2025-03-03T18:54:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27ff31c8b62d4d5c9c2e3ac6b47e30bf508a09c9",
"body": null,
"is_bot": false,
"headline": "docs: Add changelog item for #51",
"author_name": "Garrick Aden-Buie",
"author_login": "gadenbuie",
"committed_at": "2025-03-03T16:41:12Z",
"body_truncated": false,
"is_coding_agent": false
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{
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{
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"key": "openssf_scorecard_code_review",
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"inputs": {
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"components": [
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{
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],
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
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