公开记录优秀
软件健康报告模式 0.17.0 · 指标 1.13.0 · 2026-07-21 03:59 UTC
holoviz / panel
Panel: The powerful data exploration & web app framework for Python
holoviz/panel 的健康指数为 100 分中的 85 分，处于「优秀」区间。 其得分最高的类别是Engineering Quality（95/100），最低的是AI Readiness（49/100）。 最近一次更新在 6 天前。 近期的大部分工作由 1 位贡献者完成。
85
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；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。
85
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）
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
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 |
|---|---|---|---|---|---|
| PyPI | panel | 1.9.3 | 3,476,213 | 471 | 49 天前 |
| npm | @holoviz/panel | 1.9.3 | 18,963 | 504 | 49 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
开发活跃度
94优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 6 天前 |
| 30.5/36 | 提交节奏 — 52 周中有 44 周有提交 |
| 18/18 | 提交量 — 最近一年 409 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 409 |
| human_commit_share | — |
| days_since_last_push | 6 |
| active_weeks_last_year | 44 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 49 天前 |
| 27/27 | 发布节奏 — 约每 17 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 100 |
| latest_release_tag | v1.9.3 |
| releases_from_tags | 否 |
| days_since_latest_release | 49 |
| mean_days_between_releases | 17 |
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？
94
流行度与采用
93优秀
评分方式
| 60/60 | 星标 — 5,719 个星标 |
| 23.2/25 | 复刻 — 613 个复刻 |
| 9.9/15 | 关注者 — 62 位关注者 |
所用输入
| forks | 613 |
| stars | 5,719 |
| watchers | 62 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（BSD-3-Clause） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — npm, pypi 合计每月 3,495,176 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | panel, @holoviz/panel |
| dependents | — |
| ecosystems | npm, pypi |
| total_downloads | — |
| monthly_downloads | 3,495,176 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
69
维护者韧性（巴士系数）
40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 |
| 7.9/22.5 | 提交分布 — 头号贡献者编写了 65% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 61 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0.647 |
议题与 PR 响应能力
79良好
评分方式
| 34.4/46.8 | 议题解决 — 74% 的议题已关闭 |
| 35.8/38.3 | PR 接受 — 已裁定的 PR 中 4,189/4,479 已合并 |
| 9/15 | OpenSSF Scorecard：Code-Review — Found 15/24 approved changesets -- score normalized to 6 |
所用输入
| merged_prs | 4,189 |
| open_issues | 1,081 |
| closed_issues | 3,021 |
| issue_closed_ratio | 0.736 |
| closed_unmerged_prs | 290 |
所有权与托管责任
70良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 19.1/25 | 所有者影响力 — holoviz 有 446 位关注者 |
| 20.8/25 | 既往记录 — 15 个公开仓库，账户约 7 年 |
所用输入
| followers | 446 |
| owner_type | Organization |
| is_verified | — |
| owner_login | holoviz |
| public_repos | 15 |
| account_age_days | 2,597 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — npm, pypi 上有 2 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 49 天前 |
| 20/20 | 版本历史 — 504 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
| packages | panel, @holoviz/panel |
| ecosystems | npm, pypi |
| any_deprecated | 否 |
| min_days_since_publish | 49 |
工程质量
基础的工程与文档实践是否到位？
95
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 9 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — eslint.config.js |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://panel.holoviz.org |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 14 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | holoviz, panel, dashboards, control-panels, gui, dataapp, dataviz, bokeh, datascience, holoviews, hvplot, jupyter, matplotlib, plotly |
| has_wiki | 是 |
| homepage | https://panel.holoviz.org |
| 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？
74
安全态势
67中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.2/2.5 | CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 15/24 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 61 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 47 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.7 |
已排除计分（无数据或不适用）：branch_protection。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 31 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:panel@1.9.3 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 31 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
49
AI 代理上下文与指引
1危急
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） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — eslint.config.js |
| 11/11 | 静态类型检查 — panel/py.typed, panel/tsconfig.json |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 9/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | panel/py.typed, panel/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（panel/py.typed, panel/tsconfig.json） |
| 54.4/55 | 可控的文件大小 — 采样的 550 个源文件中有 6 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 147,539 |
| source_files_sampled | 550 |
| oversized_source_files | 6 |
机器可读接口
40存在风险
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, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
5,719GitHub 星标
100贡献者
409最近 12 个月提交数
6距最近推送天数
100发布版本数
1巴士系数（bus factor）
1,081开放议题
npm, PyPI软件包生态系统数
更多细节
Star 与 Fork 历史 5,719 ★ / 0 ⇿
5,719Star
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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
每个点涵盖 2 天。
OpenSSF Scorecard 6.7 / 10
6.7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 |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 15/24 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 61 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 47 existing vulnerabilities detected |
直接依赖 25
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| npm | @bokeh/bokehjs | ^3.9.0 | panel/package.json |
| npm | @types/debounce | ^1.2.0 | panel/package.json |
| npm | @types/gl-matrix | ^2.4.5 | panel/package.json |
| npm | ace-code | ^1.40.1 | panel/package.json |
| npm | debounce | ^1.2.0 | panel/package.json |
| npm | gl-matrix | ^3.4.3 | panel/package.json |
| npm | htm | ^3.1.1 | panel/package.json |
| npm | json-formatter-js | ^2.2.1 | panel/package.json |
| npm | preact | ^10.26.6 | panel/package.json |
| npm | sucrase | ^3.35.0 | panel/package.json |
| PyPI | bokeh | >=3.7.0,<3.10.0 | pyproject.toml |
| PyPI | param | >=2.1.0,<3.0 | pyproject.toml |
| PyPI | pyviz_comms | >=2.0.0 | pyproject.toml |
| PyPI | panel-material-ui | >=0.10.0 | pyproject.toml |
| PyPI | markdown | — | pyproject.toml |
| PyPI | markdown-it-py | — | pyproject.toml |
| PyPI | linkify-it-py | — | pyproject.toml |
| PyPI | mdit-py-plugins | — | pyproject.toml |
| PyPI | narwhals | >=2 | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | nh3 | — | pyproject.toml |
| PyPI | typing_extensions | — | pyproject.toml |
| PyPI | pandas | >=1.2 | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
全部依赖 246
来自 GitHub 依赖图的完整解析依赖集合：32 个直接依赖与 214 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 |
|---|---|---|---|
| npm | @bokeh/bokehjs | 3.9.0 | 直接 |
| npm | @types/debounce | 1.2.4 | 直接 |
| npm | @types/gl-matrix | 2.4.5 | 直接 |
| npm | ace-code | 1.41.0 | 直接 |
| npm | debounce | 1.2.1 | 直接 |
| npm | gl-matrix | 3.4.3 | 直接 |
| npm | htm | 3.1.1 | 直接 |
| npm | json-formatter-js | 2.5.18 | 直接 |
| npm | preact | 10.28.4 | 直接 |
| npm | sucrase | 3.35.1 | 直接 |
| PyPI | bokeh | — | 直接 |
| PyPI | bokeh | 3.8.0 | 直接 |
| PyPI | bokeh | 3.8.2 | 直接 |
| PyPI | linkify-it-py | — | 直接 |
| PyPI | markdown | — | 直接 |
| PyPI | markdown | 3.8.1 | 直接 |
| PyPI | markdown-it-py | — | 直接 |
| PyPI | mdit-py-plugins | — | 直接 |
| PyPI | narwhals | — | 直接 |
| PyPI | nh3 | — | 直接 |
| PyPI | packaging | — | 直接 |
| PyPI | packaging | 20.0 | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pandas | 0.25.3 | 直接 |
| PyPI | panel-material-ui | — | 直接 |
| PyPI | param | — | 直接 |
| PyPI | param | 1.9.3 | 直接 |
| PyPI | pyviz-comms | — | 直接 |
| PyPI | pyviz-comms | 0.7.4 | 直接 |
| PyPI | requests | — | 直接 |
| PyPI | tqdm | — | 直接 |
| PyPI | typing-extensions | — | 直接 |
| npm | @babel/runtime | 7.26.10 | 间接 |
| npm | @bokeh/numbro | 1.6.2 | 间接 |
| npm | @bokeh/slickgrid | 2.4.4103 | 间接 |
| npm | @eslint-community/eslint-utils | 4.9.1 | 间接 |
| npm | @eslint-community/regexpp | 4.12.2 | 间接 |
| npm | @eslint/config-array | 0.23.5 | 间接 |
| npm | @eslint/config-helpers | 0.6.0 | 间接 |
| npm | @eslint/core | 1.2.1 | 间接 |
| npm | @eslint/object-schema | 3.0.5 | 间接 |
| npm | @eslint/plugin-kit | 0.7.2 | 间接 |
| npm | @humanfs/core | 0.19.1 | 间接 |
| npm | @humanfs/node | 0.16.7 | 间接 |
| npm | @humanwhocodes/module-importer | 1.0.1 | 间接 |
| npm | @humanwhocodes/retry | 0.4.3 | 间接 |
| npm | @jridgewell/gen-mapping | 0.3.5 | 间接 |
| npm | @jridgewell/resolve-uri | 3.1.2 | 间接 |
| npm | @jridgewell/set-array | 1.2.1 | 间接 |
| npm | @jridgewell/sourcemap-codec | 1.5.0 | 间接 |
| npm | @jridgewell/trace-mapping | 0.3.25 | 间接 |
| npm | @preact/signals | 2.8.1 | 间接 |
| npm | @preact/signals-core | 1.13.0 | 间接 |
| npm | @stylistic/eslint-plugin | 5.9.0 | 间接 |
| npm | @types/esrecurse | 4.3.1 | 间接 |
| npm | @types/estree | 1.0.8 | 间接 |
| npm | @types/geojson | 7946.0.14 | 间接 |
| npm | @types/google.maps | 3.58.1 | 间接 |
| npm | @types/jquery | 3.5.31 | 间接 |
| npm | @types/json-schema | 7.0.15 | 间接 |
| npm | @types/nearley | 2.11.5 | 间接 |
| npm | @types/proj4 | 2.5.5 | 间接 |
| npm | @types/semver | 7.7.1 | 间接 |
| npm | @types/sizzle | 2.3.8 | 间接 |
| npm | @types/slickgrid | 2.1.40 | 间接 |
| npm | @types/sprintf-js | 1.1.4 | 间接 |
| npm | @types/trusted-types | 2.0.7 | 间接 |
| npm | @typescript-eslint/eslint-plugin | 8.56.1 | 间接 |
| npm | @typescript-eslint/parser | 8.56.1 | 间接 |
| npm | @typescript-eslint/project-service | 8.56.1 | 间接 |
| npm | @typescript-eslint/scope-manager | 8.56.1 | 间接 |
| npm | @typescript-eslint/tsconfig-utils | 8.56.1 | 间接 |
| npm | @typescript-eslint/type-utils | 8.56.1 | 间接 |
| npm | @typescript-eslint/types | 8.56.1 | 间接 |
| npm | @typescript-eslint/typescript-estree | 8.56.1 | 间接 |
| npm | @typescript-eslint/utils | 8.56.1 | 间接 |
| npm | @typescript-eslint/visitor-keys | 8.56.1 | 间接 |
| npm | acorn | 8.16.0 | 间接 |
| npm | acorn-jsx | 5.3.2 | 间接 |
| npm | ajv | 6.15.0 | 间接 |
| npm | any-promise | 1.3.0 | 间接 |
| npm | balanced-match | 4.0.4 | 间接 |
| npm | brace-expansion | 5.0.7 | 间接 |
| npm | choices.js | 10.2.0 | 间接 |
| npm | commander | 2.20.3 | 间接 |
| npm | commander | 4.1.1 | 间接 |
| npm | commander | 9.2.0 | 间接 |
| npm | cross-spawn | 7.0.6 | 间接 |
| npm | debug | 4.4.3 | 间接 |
| npm | deep-is | 0.1.4 | 间接 |
| npm | deepmerge | 4.3.1 | 间接 |
| npm | discontinuous-range | 1.0.0 | 间接 |
| npm | dompurify | 3.4.11 | 间接 |
| npm | escape-string-regexp | 4.0.0 | 间接 |
| npm | eslint | 10.6.0 | 间接 |
| npm | eslint-scope | 9.1.2 | 间接 |
| npm | eslint-visitor-keys | 3.4.3 | 间接 |
| npm | eslint-visitor-keys | 4.2.1 | 间接 |
| npm | eslint-visitor-keys | 5.0.1 | 间接 |
| npm | esm | 3.2.25 | 间接 |
| npm | espree | 10.4.0 | 间接 |
| npm | espree | 11.2.0 | 间接 |
| npm | esquery | 1.7.0 | 间接 |
| npm | esrecurse | 4.3.0 | 间接 |
| npm | estraverse | 5.3.0 | 间接 |
| npm | esutils | 2.0.3 | 间接 |
| npm | fast-deep-equal | 3.1.3 | 间接 |
| npm | fast-json-stable-stringify | 2.1.0 | 间接 |
| npm | fast-levenshtein | 2.0.6 | 间接 |
| npm | fdir | 6.5.0 | 间接 |
| npm | fflate | 0.8.2 | 间接 |
| npm | file-entry-cache | 8.0.0 | 间接 |
| npm | find-up | 5.0.0 | 间接 |
| npm | flat-cache | 4.0.1 | 间接 |
| npm | flatbush | 4.5.0 | 间接 |
| npm | flatpickr | 4.6.13 | 间接 |
| npm | flatqueue | 3.0.0 | 间接 |
| npm | flatted | 3.4.2 | 间接 |
| npm | fuse.js | 6.6.2 | 间接 |
| npm | glob-parent | 6.0.2 | 间接 |
| npm | ignore | 5.3.2 | 间接 |
| npm | ignore | 7.0.5 | 间接 |
| npm | imurmurhash | 0.1.4 | 间接 |
| npm | is-extglob | 2.1.1 | 间接 |
| npm | is-glob | 4.0.3 | 间接 |
| npm | isexe | 2.0.0 | 间接 |
| npm | jquery | 3.7.1 | 间接 |
| npm | jquery-ui | 1.14.0 | 间接 |
| npm | json-buffer | 3.0.1 | 间接 |
| npm | json-schema-traverse | 0.4.1 | 间接 |
| npm | json-stable-stringify-without-jsonify | 1.0.1 | 间接 |
| npm | keyv | 4.5.4 | 间接 |
| npm | levn | 0.4.1 | 间接 |
| npm | lines-and-columns | 1.2.4 | 间接 |
| npm | locate-path | 6.0.0 | 间接 |
| npm | marked | 17.0.4 | 间接 |
| npm | mathjax-full | 3.2.2 | 间接 |
| npm | mgrs | 1.0.0 | 间接 |
| npm | mhchemparser | 4.2.1 | 间接 |
| npm | minimatch | 10.2.5 | 间接 |
| npm | mj-context-menu | 0.6.1 | 间接 |
| npm | moo | 0.5.2 | 间接 |
| npm | ms | 2.1.3 | 间接 |
| npm | mz | 2.7.0 | 间接 |
| npm | natural-compare | 1.4.0 | 间接 |
| npm | nearley | 2.20.1 | 间接 |
| npm | nouislider | 15.8.1 | 间接 |
| npm | object-assign | 4.1.1 | 间接 |
| npm | optionator | 0.9.4 | 间接 |
| npm | p-limit | 3.1.0 | 间接 |
| npm | p-locate | 5.0.0 | 间接 |
| npm | path-exists | 4.0.0 | 间接 |
| npm | path-key | 3.1.1 | 间接 |
| npm | picomatch | 4.0.4 | 间接 |
| npm | pirates | 4.0.6 | 间接 |
| npm | prelude-ls | 1.2.1 | 间接 |
| npm | proj4 | 2.12.1 | 间接 |
| npm | punycode | 2.3.1 | 间接 |
| npm | pyodide | 0.27.5 | 间接 |
| npm | railroad-diagrams | 1.0.0 | 间接 |
| npm | randexp | 0.4.6 | 间接 |
| npm | redux | 4.2.1 | 间接 |
| npm | regenerator-runtime | 0.14.1 | 间接 |
| npm | regl | 2.1.0 | 间接 |
| npm | ret | 0.1.15 | 间接 |
| npm | semver | 7.7.4 | 间接 |
| npm | shebang-command | 2.0.0 | 间接 |
| npm | shebang-regex | 3.0.0 | 间接 |
| npm | speech-rule-engine | 4.0.7 | 间接 |
| npm | sprintf-js | 1.1.3 | 间接 |
| npm | thenify | 3.3.1 | 间接 |
| npm | thenify-all | 1.6.0 | 间接 |
| npm | timezone | 1.0.23 | 间接 |
| npm | tinyglobby | 0.2.15 | 间接 |
| npm | ts-api-utils | 2.4.0 | 间接 |
| npm | ts-interface-checker | 0.1.13 | 间接 |
| npm | tslib | 1.14.1 | 间接 |
| npm | tslib | 2.8.1 | 间接 |
| npm | type-check | 0.4.0 | 间接 |
| npm | typescript | 5.9.3 | 间接 |
| npm | typescript-eslint | 8.56.1 | 间接 |
| npm | underscore.template | 0.1.7 | 间接 |
| npm | uri-js | 4.4.1 | 间接 |
| npm | which | 2.0.2 | 间接 |
| npm | wicked-good-xpath | 1.3.0 | 间接 |
| npm | wkt-parser | 1.3.3 | 间接 |
| npm | word-wrap | 1.2.5 | 间接 |
| npm | ws | 8.21.0 | 间接 |
| npm | xmldom-sre | 0.1.31 | 间接 |
| npm | yocto-queue | 0.1.0 | 间接 |
| PyPI | asgiref | 3.2.10 | 间接 |
| PyPI | attrs | 19.3.0 | 间接 |
| PyPI | autobahn | 20.12.3 | 间接 |
| PyPI | automat | 0.8.0 | 间接 |
| PyPI | bokeh-django | 0.3.0 | 间接 |
| PyPI | bokeh-fastapi | — | 间接 |
| PyPI | cffi | 1.13.2 | 间接 |
| PyPI | channels | 0.7.0 | 间接 |
| PyPI | channels | 2.4.0 | 间接 |
| PyPI | colorcet | 2.0.5 | 间接 |
| PyPI | constantly | 15.1.0 | 间接 |
| PyPI | cryptography | 48.0.1 | 间接 |
| PyPI | daphne | 2.4.1 | 间接 |
| PyPI | django | 4.2.30 | 间接 |
| PyPI | django | 5.2.7 | 间接 |
| PyPI | graphviz-dev | — | 间接 |
| PyPI | holoviews | — | 间接 |
| PyPI | holoviews | 1.13.2 | 间接 |
| PyPI | hvplot | 0.5.2 | 间接 |
| PyPI | hyperlink | 20.0.1 | 间接 |
| PyPI | idna | 3.15 | 间接 |
| PyPI | incremental | 21.3.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jupyter-bokeh | — | 间接 |
| PyPI | jupyter-server-proxy | — | 间接 |
| PyPI | jupyter-vscode-proxy | — | 间接 |
| PyPI | libgl1-mesa-dev | — | 间接 |
| PyPI | markupsafe | 1.1.1 | 间接 |
| PyPI | numpy | 1.22.0 | 间接 |
| PyPI | panel | — | 间接 |
| PyPI | panel | 0.9.3 | 间接 |
| PyPI | panel | 1.8.3 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | pyarrow | — | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.2.7 | 间接 |
| PyPI | pycparser | 2.19 | 间接 |
| PyPI | pyct | 0.4.6 | 间接 |
| PyPI | pyecharts | — | 间接 |
| PyPI | pyhamcrest | 1.9.0 | 间接 |
| PyPI | pyopenssl | 26.0.0 | 间接 |
| PyPI | pyparsing | 2.4.6 | 间接 |
| PyPI | pytest-rerunfailures | — | 间接 |
| PyPI | python-dateutil | 2.8.1 | 间接 |
| PyPI | pytz | 2019.3 | 间接 |
| PyPI | pyyaml | 5.4 | 间接 |
| PyPI | service-identity | 18.1.0 | 间接 |
| PyPI | setuptools | 78.1.1 | 间接 |
| PyPI | six | 1.13.0 | 间接 |
| PyPI | sqlparse | 0.5.4 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | twisted | 26.4.0rc2 | 间接 |
| PyPI | txaio | 20.4.1 | 间接 |
| PyPI | xlsxwriter | — | 间接 |
| PyPI | xvfb | — | 间接 |
| PyPI | zope-interface | 4.7.1 | 间接 |
依赖安全公告 0
安装 pypi:panel@1.9.3 会引入 31 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"holoviz",
"panel",
"dashboards",
"control-panels",
"gui",
"dataapp",
"dataviz",
"bokeh",
"datascience",
"holoviews",
"hvplot",
"jupyter",
"matplotlib",
"plotly"
],
"is_fork": false,
"size_kb": 119283,
"has_wiki": true,
"homepage": "https://panel.holoviz.org",
"languages": {
"CSS": 86674,
"HTML": 93524,
"Less": 33506,
"Shell": 1434,
"Python": 3693086,
"JavaScript": 31675,
"TypeScript": 553404,
"Jupyter Notebook": 6534
},
"pushed_at": "2026-07-14T07:23:54Z",
"created_at": "2018-08-23T12:14:24Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T09:40:44Z",
"description": "Panel: The powerful data exploration & web app framework for Python",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "main",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python",
"TypeScript"
]
},
"owner": {
"blog": "https://holoviz.org",
"name": "HoloViz",
"type": "Organization",
"login": "holoviz",
"company": null,
"location": null,
"followers": 446,
"avatar_url": "https://avatars.githubusercontent.com/u/51678735?v=4",
"created_at": "2019-06-10T19:41:02Z",
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},
"license": {
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"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
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"latest_release_at": "2026-06-01T19:25:14Z",
"latest_release_tag": "v1.9.3",
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"mean_days_between_releases": 17
},
"community": {
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"has_issue_template": false,
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"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "panel",
"exists": true,
"license": "BSD",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Financial and Insurance Industry",
"Intended Audience :: Healthcare Industry",
"Intended Audience :: Information Technology",
"Intended Audience :: Legal Industry",
"Intended Audience :: Other Audience",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Office/Business",
"Topic :: Office/Business :: Financial",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Information Analysis",
"Topic :: Scientific/Engineering :: Visualization",
"Topic :: Software Development :: Libraries"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/panel/",
"is_deprecated": false,
"latest_version": "1.9.3",
"repository_url": "https://github.com/holoviz/panel",
"versions_count": 471,
"total_downloads": null,
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"deprecation_note": null,
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"first_published_at": "2018-08-24T12:16:38.145951Z",
"latest_published_at": "2026-06-01T16:02:03.823737Z",
"latest_version_yanked": null,
"days_since_latest_publish": 49
},
{
"name": "@holoviz/panel",
"exists": true,
"license": "BSD-3-Clause",
"keywords": [],
"ecosystem": "npm",
"matches_repo": true,
"registry_url": "https://www.npmjs.com/package/@holoviz/panel",
"is_deprecated": false,
"latest_version": "1.9.3",
"repository_url": "https://github.com/holoviz/panel",
"versions_count": 504,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": 3,
"monthly_downloads": 18963,
"first_published_at": "2020-04-01T00:30:56.855000Z",
"latest_published_at": "2026-06-01T16:01:12.107000Z",
"latest_version_yanked": null,
"days_since_latest_publish": 49
}
]
},
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"stars": 5719,
"watchers": 62,
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"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 9",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 9",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "47 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:panel@1.9.3 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:panel@1.9.3",
"assessed": 31
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 31,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 31,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 10
},
"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": 49,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 77,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"panel/py.typed",
"panel/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "eslint.config.js",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "panel/py.typed, panel/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "panel/py.typed, panel/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 9",
"points": 9,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
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"largest_source_bytes": 147539,
"source_files_sampled": 550,
"oversized_source_files": 6
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (panel/py.typed, panel/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "panel/py.typed, panel/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "6/550 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 550,
"oversized": 6
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"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."
}
],
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},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-21T03:59:49.800649Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/holoviz/panel.svg",
"full_name": "holoviz/panel",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}