公开记录中等
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 18:47 UTC
zw008 / VMware-VKS
MCP Skill + CLI for vSphere with Tanzu (VKS) — Supervisor, Namespace, and TanzuKubernetesCluster lifecycle management. Requires vSphere 8.x+.
zw008/VMware-VKS 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Vitality（85/100），最低的是Community & Adoption（28/100）。 最近一次更新在 1 天前。 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；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。
57
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 | vmware-vks | 1.8.8 | - | 68 | 1 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？
85
开发活跃度
75良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 11.1/36 | 提交节奏 — 52 周中有 16 周有提交 |
| 18/18 | 提交量 — 最近一年 136 次提交 |
| 10/10 | OpenSSF 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_year | 136 |
| human_commit_share | 0.91 |
| days_since_last_push | 1 |
| active_weeks_last_year | 16 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 67 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 1 天前 |
| 27/27 | 发布节奏 — 约每 0.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 67 |
| latest_release_tag | v1.8.8 |
| releases_from_tags | 否 |
| days_since_latest_release | 1 |
| mean_days_between_releases | 0.9 |
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？
28
流行度与采用
8危急
评分方式
| 7.7/60 | 星标 — 4 个星标 |
| 0/25 | 复刻 — 1 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 1 |
| stars | 4 |
| watchers | 0 |
| 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 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
51
维护者韧性（巴士系数）
22危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 3.9/22.5 | 提交分布 — 头号贡献者编写了 83% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.826 |
议题与 PR 响应能力
45存在风险
评分方式
| 23.4/46.8 | 议题解决 — 50% 的议题已关闭 |
| 21.2/38.3 | PR 接受 — 已裁定的 PR 中 10/18 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 10 |
| open_issues | 1 |
| closed_issues | 1 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 8 |
所有权与托管责任
53中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 9.2/25 | 所有者影响力 — zw008 有 18 位关注者 |
| 23.1/25 | 既往记录 — 32 个公开仓库，账户约 11 年 |
所用输入
| followers | 18 |
| owner_type | User |
| is_verified | — |
| owner_login | zw008 |
| public_repos | 32 |
| account_age_days | 4,201 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
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 1 天前 |
| 20/20 | 版本历史 — 68 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 | vmware-vks |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 1 |
工程质量
基础的工程与文档实践是否到位？
52
工程实践
30存在风险
评分方式
| 0/24 | CI 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 |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 否 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
85优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 11 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | agent-skills, ai-skill, claude-code, codex, gemini-cli, kubernetes, mcp, supervisor, tanzu, tkc, vmware |
| has_wiki | 是 |
| homepage | — |
| 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？
64
安全态势
55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 |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 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 2 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — 无数据 |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 5.5 |
已排除计分（无数据或不适用）：branch_protection, ci_tests, dangerous_workflow, packaging, signed_releases, token_permissions。 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 |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 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 | 6 |
| affected_packages | 2 |
| assessed_packages | 65 |
| unassessed_packages | 0 |
| affected_by_severity | high 2 |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 65 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 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。
48
AI 代理上下文与指引
40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） |
| 40/40 | 可读的提交历史 — 91 次人类提交中有 91 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 | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
46存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 6/10 | 已体现的代理实践 — 最近 100 次提交中有 3 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 9 次为自动依赖更新 |
| 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 | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.09 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 60 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 45,608 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
4GitHub 星标
2贡献者
136最近 12 个月提交数
1距最近推送天数
67发布版本数
1巴士系数（bus factor）
1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
- deps.dev does not index pypi:vmware-vks@1.8.8; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 5.5 / 10
5.5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 |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 不适用 | Token-Permissions | No tokens found |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
直接依赖 8
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pyvmomi | >=8.0.3.0,<10.0 | pyproject.toml |
| PyPI | kubernetes | >=29.0,<35.0 | pyproject.toml |
| PyPI | pyaml | >=24.0,<27.0 | pyproject.toml |
| PyPI | typer | >=0.12,<1.0 | pyproject.toml |
| PyPI | rich | >=13.0,<15.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0,<2.0 | pyproject.toml |
| PyPI | mcp | >=1.10,<2.0 | pyproject.toml |
| PyPI | vmware-policy | >=1.8.8,<2.0 | pyproject.toml |
全部依赖 65
来自 GitHub 依赖图的完整解析依赖集合：8 个直接依赖与 57 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 | kubernetes | 33.1.0 | 直接 |
| PyPI | mcp | 1.28.1 | 直接 |
| PyPI | pyaml | 26.2.1 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | pyvmomi | 9.0.0.0 | 直接 |
| PyPI | rich | 14.3.3 | 直接 |
| PyPI | typer | 0.24.1 | 直接 |
| PyPI | vmware-policy | 1.8.8 | 直接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.13.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | certifi | 2026.2.25 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | charset-normalizer | 3.4.6 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.13.5 | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | durationpy | 0.10 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | google-auth | 2.49.1 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.3 | 间接 |
| PyPI | idna | 3.15 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.12.5 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydantic-settings | 2.14.2 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.13.0 | 间接 |
| PyPI | pytest | 9.0.3 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | pywin32 | 311 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests | 2.33.0 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | ruff | 0.15.12 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sse-starlette | 3.3.3 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | 0.42.0 | 间接 |
| PyPI | vmware-vks | 1.8.8 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
依赖安全公告 2
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 65 个包，其中也包含从不交付的开发与测试版本固定：2 个存在已知公告，0 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| click | 8.3.1 | 间接 | 高 | 1 | 8.3.3 |
| pyasn1 | 0.6.3 | 间接 | 高 | 5 | 0.6.4 |
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": [
"agent-skills",
"ai-skill",
"claude-code",
"codex",
"gemini-cli",
"kubernetes",
"mcp",
"supervisor",
"tanzu",
"tkc",
"vmware"
],
"is_fork": false,
"size_kb": 437,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 432361,
"Dockerfile": 201
},
"pushed_at": "2026-07-21T15:43:06Z",
"created_at": "2026-03-25T03:07:29Z",
"owner_type": "User",
"updated_at": "2026-07-21T15:45:39Z",
"description": "MCP Skill + CLI for vSphere with Tanzu (VKS) — Supervisor, Namespace, and TanzuKubernetesCluster lifecycle management. Requires vSphere 8.x+.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
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"headline": "chore: release v1.7.1 (family version alignment)",
"author_name": "Wei Zhou",
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"committed_at": "2026-07-02T10:43:32Z",
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"body": null,
"is_bot": false,
"headline": "feat: add init wizard + multi-path auth error teaching",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-27T00:55:54Z",
"body_truncated": false,
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"oid": "473468ce1715c4cdfd2fcab634639f2bf7ed3aeb",
"body": "Resolves medium-severity symlink-escape advisory in\nNestedSecretsSettingsSource. Transitive pin via uv.lock.",
"is_bot": false,
"headline": "fix(deps): bump pydantic-settings to 2.14.2 (GHSA-4xgf-cpjx-pc3j)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-26T01:12:35Z",
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{
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"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: release v1.6.1 (.env password b64 obfuscation)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:54:28Z",
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"oid": "1b87237fff4db1cf0e76a7888cf13bd7f6a95fc0",
"body": "Ruff F401 — the test uses plain asserts, not pytest.raises.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: remove unused pytest import from b64 regression test",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:38:50Z",
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"oid": "ec737149428b2661d724ae92c244cd40fe0fe99b",
"body": "Plaintext *_PASSWORD values in ~/.<skill>/.env are rewritten to b64: on\nfirst load and decoded transparently at runtime, via python-dotenv's own\nparser so the stored secret never drifts (handles quotes, inline comments,\ntrailing whitespace, and passwords literally starting with b64:).\nObfuscation, not encryption — for real at-rest secrecy inject from a\nsecret manager. Adds a 10-case regression suite per skill.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: auto-obfuscate .env passwords to grep-safe b64 form",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-23T14:38:09Z",
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"oid": "8883e528e1d4238062022ffeaa45da25fd54ab35",
"body": "Adds undo= declarations on reversible write tools (via vmware-policy 1.6.0); inherits the\ntoken/runaway budget guard, audit accountability fields, and graduated risk tiers.\nRequires vmware-policy >= 1.6.0.",
"is_bot": false,
"headline": "feat: v1.6.0 — undo-token support + harness trust architecture",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-22T09:15:07Z",
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"body": "No code changes. Aligns with the v1.5.39 family release (AIops snapshot-delete async +\nhonest-timeout fix; Storage datastore-browse timeout fix).",
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"headline": "chore: bump to v1.5.39 for family version alignment",
"author_name": "Wei Zhou",
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"oid": "b6994b849633718e07db2c501a9520db63fed122",
"body": "…pendabot security alerts\n\nResolves all open Dependabot alerts (5 high / 4 medium / 5 low):\n- cryptography -> 49.0.0 (bundled OpenSSL vuln)\n- starlette -> 1.3.1 (SSRF/NTLM via UNC, form-limit bypass)\n- python-multipart -> 0.0.32 (quadratic querystring DoS, smuggling)\n- pyjwt -> 2.13.0 (public-key JWK as HMAC secret, algo bypass, DoS)",
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"headline": "chore: bump cryptography/starlette/python-multipart/pyjwt to patch De…",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-17T02:05:09Z",
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"body": null,
"is_bot": false,
"headline": "feat: preflight-auth command to live-validate wcp/login (v1.5.38)",
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"author_login": null,
"committed_at": "2026-06-12T06:30:32Z",
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"headline": "perf: cache Supervisor endpoint, fewer REST round-trips per TKC op (v…",
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"body": "…afety (v1.5.36)",
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"headline": "fix: correct Supervisor wcp/login auth, scale-pool and delete-guard s…",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-11T23:03:43Z",
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"oid": "0b55ac4f441917ff630dc36fc02cfa468566eca0",
"body": "Family-wide security release. See RELEASE_NOTES.md for the per-skill detail.\nAligns all 11 packages back to a single version (1.5.35).",
"is_bot": false,
"headline": "fix: security hardening (v1.5.35)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-10T00:16:34Z",
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"oid": "adb155405f124dc2af8a2945fad849c60b5ef3f4",
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"headline": "chore: release v1.5.32",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-08T02:29:38Z",
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"oid": "04e8a5446b9ff9183153ed7a6788a0d8383584ca",
"body": "- storage policies via real GET /api/vcenter/storage/policies (old\n namespace-management path never existed — 404 on every call)\n- vm class memory_MB wire name + gpu_count derived from devices\n- harbor Summary fields (registry/ui_access_url/cluster/version) + per-registry\n storage/health enrichmen\n[…]\non via software/clusters current_version\n- +9 shape regression tests; safety test at CLI layer; TKC test mock fixed;\n vim conformance regression; docs synced (false 'admin credentials' claim removed)",
"is_bot": false,
"headline": "fix: invented Supervisor REST endpoint + wire-field parsing",
"author_name": "Wei Zhou",
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"committed_at": "2026-06-08T02:15:28Z",
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"headline": "docs: Glama TDQS tool description rewrite (v1.5.30)",
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"committed_at": "2026-06-07T12:51:24Z",
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"body": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
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"headline": "Merge pull request #11 from zw008/dependabot/uv/starlette-1.0.1",
"author_name": "wei zhou",
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"committed_at": "2026-06-07T07:24:15Z",
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"oid": "76b6034134f79292b048b064959945d9008fb7b9",
"body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.0.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: starlette\n dependency-version: 1.0.1\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
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"oid": "e9db5782962369397c42a8a2f6704afac9ed003c",
"body": "…config security docs",
"is_bot": false,
"headline": "release: v1.5.29 — VCF 9 verification status + TKC api_version + kube…",
"author_name": "Wei Zhou",
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"committed_at": "2026-05-29T02:12:16Z",
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"oid": "f51891aa4980120e0c80eba79f238ce35bc5aa1c",
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"headline": "docs: update Python requirement to 3.10+ (v1.5.27)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-29T01:54:00Z",
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"oid": "d0065260377250fc32d4296eb623446ae7801279",
"body": "…, in-memory kubeconfig security",
"is_bot": false,
"headline": "docs: VCF 9.0/9.1 verification caveat, TKC api_version auto-detection…",
"author_name": "Wei Zhou",
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"committed_at": "2026-05-29T01:46:12Z",
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"body": null,
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"headline": "chore: ignore .DS_Store",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-27T04:17:24Z",
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"oid": "f81ed82794378e5d5c67102585e5389f4e1b1c99",
"body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n dependency-version: '3.15'\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump idna from 3.11 to 3.15 (#10)",
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"committed_at": "2026-05-23T09:17:55Z",
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"oid": "862818ae62a04599bb90438abb025181f37f2be7",
"body": "…y (v1.5.28)\n\nUnder mcp 1.10-1.13 (Goose and some sandboxes pin these), FastMCP's\nTool.from_function calls issubclass(param.annotation, Context) without\nresolving forward refs. With 'from __future__ import annotations' all\nparameter annotations are strings, so issubclass(str, Context) raises\n'TypeEr\n[…]\nnts.\n\nThis release strips the future import from mcp_server/server.py in all\n8 affected skills (Harden never had it). Verified all tools list OK\nunder mcp 1.10 and mcp 1.14.\n\nCLAUDE.md 踩坑 #33 updated.",
"is_bot": false,
"headline": "fix: remove from __future__ import annotations in mcp_server/server.p…",
"author_name": "Wei Zhou",
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"committed_at": "2026-05-20T09:54:58Z",
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"oid": "c8063beab3f8096067dc091763597efcc95892bd",
"body": "v1.5.26 fixed the PEP 604 root cause but kept requires-python = \">=3.11\",\nwhich blocked pip download / install on Python 3.10. The Optional[X] fix is\nwhat actually enables 3.10 compatibility; this release just stops blocking\n3.10 installs.\n\n- pyproject.toml: requires-python = \">=3.10\"\n (VMware-VKS was >=3.12, now also >=3.10 for family alignment)\n- <pkg>/cli.py mcp_cmd(): version guard triggers on < (3, 10)",
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"headline": "fix: v1.5.27 — loosen Python requirement to >= 3.10",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:54:29Z",
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"oid": "1851c107286526487e5b2f2cdf83abdf568bfded",
"body": "vmware-* MCP servers crashed at decorator time on Python 3.10 with\n\"subclass() arg 1 must be a class\". Triggered by a goose user (qwen3.6:27,\nPython 3.10) running vmware-aiops; the same bug existed in every family skill.\n\n- mcp_server/server.py: PEP 604 `X | None` → `Optional[X]` in tool signatures\n\n[…]\nguard against Python < 3.11 with a clear fix command.\n- pyproject.toml: mcp[cli]>=1.10,<2.0 (was >=1.0), so uv doesn't pick an\n ancient mcp with the same issubclass bug.\n\nFamily-wide bump to v1.5.26.",
"is_bot": false,
"headline": "fix: v1.5.26 — MCP server Python 3.10 compatibility (踩坑 #33)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:13:57Z",
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"oid": "4e0f333a9ffd74f8de829c524d007d94088be096",
"body": "- README + references version-compat tables now include VCF 9.0 / 9.1\n- Added Official Broadcom References pointer (SDKs / xAPIs / Tools)\n- Per-skill specifics in RELEASE_NOTES.md\n\nFamily v1.5.23 alignment.",
"is_bot": false,
"headline": "docs: declare VCF 9.0 / 9.1 compatibility",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-19T02:55:45Z",
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"oid": "f5f95779fb1e3d4845cebf273a401f7de74033b3",
"body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n dependency-version: 2.7.0\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump urllib3 from 2.6.3 to 2.7.0 (#9)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-05-17T02:52:06Z",
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"headline": "release: v1.5.22 — family alignment",
"author_name": "Wei Zhou",
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"committed_at": "2026-05-08T23:23:02Z",
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"headline": "release: v1.5.21 — family alignment + python-multipart 0.0.27",
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"committed_at": "2026-05-08T23:07:51Z",
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"body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.26 to 0.0.27.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart/c\n[…]\nrt\n dependency-version: 0.0.27\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "chore(deps): bump python-multipart from 0.0.26 to 0.0.27 (#8)",
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"headline": "release: v1.5.20 — family alignment (no source changes)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T22:29:15Z",
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"headline": "fix: delete_tkc_cluster api_client leak + bump v1.5.19",
"author_name": "Wei Zhou",
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"committed_at": "2026-05-06T03:58:24Z",
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"headline": "docs: add vmware-harden to skill routing table",
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"oid": "fe61053fa02fe9e89ad119367fe5200b907fafb3",
"body": "Security + compatibility fixes from external code review (2026-05-02):\n\n- security: kubeconfig (with vCenter session bearer token) is no\n longer written to a temp file. New _build_supervisor_kubeconfig()\n and ops/kubeconfig.py::build_tkc_kubeconfig() return dicts; the\n kubernetes client loads the\n[…]\nml() takes an optional api_version (defaults v1beta1).\n\n- dev: [dependency-groups] block aligned to family canonical set.\n- test: tests/eval/regression/test_release_blockers.py.\n- Family version bump.",
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"headline": "release: v1.5.18 — kubeconfig in-memory + TKC version auto-detect",
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"oid": "671c37768de61e39e2b4dd760136dc76bae45afd",
"body": "No source changes in this skill. Tracks vmware-pilot v1.5.17 (review_workflow,\ninvestigate_alert, parallel_group) and vmware-policy v1.5.17 (L5 pattern\nmatcher integrated into @vmware_tool). Family version aligned across all\n10 repos.",
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"headline": "release: v1.5.17 — Family alignment",
"author_name": "wz",
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"committed_at": "2026-05-01T11:45:02Z",
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"oid": "357deae9f16203bf2f4ecc5f7d5f980fe708ca97",
"body": "Adapted from the Linkloud × addxai EHE framework articles. Adds 5-level\nautomation taxonomy (L1-L5) to capabilities.md across the family, encodes\nexpert judgment into Common Workflows pre-flight sections, and introduces\nthe causal-chain investigation protocol shared by aria/monitor/aiops.\nPilot architecture verified as v2-aligned; policy gains L5 PoC scaffolding.\n\nFamily version aligned: all 10 repos now at v1.5.16.",
"is_bot": false,
"headline": "release: v1.5.16 — Enterprise Harness Engineering alignment",
"author_name": "wz",
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"committed_at": "2026-05-01T03:28:19Z",
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"oid": "79f77c86b5f63f9ed76ecda80d00ef114e7b64a5",
"body": "- New top-level CLI subcommand `<skill> mcp` starts the MCP server.\n Single command after `uv tool install` — no more uvx, no PyPI re-resolve,\n works behind corporate TLS proxies.\n- Default verify_ssl: true on new targets (was false). Self-signed cert\n environments must opt in explicitly with verify_ssl: false in config.yaml.\n- Docs and examples/mcp-configs/* switched to single-command form.\n- Legacy <skill>-mcp console script kept for backward compatibility.",
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"headline": "feat: v1.5.15 — single-command MCP entry point + verify_ssl default true",
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"committed_at": "2026-04-29T18:27:38Z",
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"headline": "fix: v1.5.14 — code review follow-up fixes (@yjs-2026)",
"author_name": "wz",
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"committed_at": "2026-04-21T12:07:37Z",
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"headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
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"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 28,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 8,
"inputs": {
"forks": 1,
"stars": 4,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "4 stars",
"points": 7.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 4
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "1 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 1
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 51,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.826
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 83% of commits",
"points": 3.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 83
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "at_risk",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 45,
"inputs": {
"merged_prs": 10,
"open_issues": 1,
"closed_issues": 1,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 8
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "10/18 decided PRs merged",
"points": 21.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 10,
"decided": 18
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"followers": 18,
"owner_type": "User",
"is_verified": null,
"owner_login": "zw008",
"public_repos": 32,
"account_age_days": 4201
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "18 followers of zw008",
"points": 9.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 18,
"login": "zw008"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "32 public repos, account ~11 yr old",
"points": 23.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 32
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"vmware-vks"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1
},
"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"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "68 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 68
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 52,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"topics": [
"agent-skills",
"ai-skill",
"claude-code",
"codex",
"gemini-cli",
"kubernetes",
"mcp",
"supervisor",
"tanzu",
"tkc",
"vmware"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"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,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "11 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 11
}
}
],
"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": 64,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"ci_tests",
"dangerous_workflow",
"packaging",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 12,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 6,
"scorecard_aggregate": 5.5
},
"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": "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",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 detected",
"points": 2.5,
"status": "met",
"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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 65 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 65
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 6,
"affected_packages": 2,
"assessed_packages": 65,
"unassessed_packages": 0,
"affected_by_severity": "high 2",
"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": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"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": 65,
"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": 2
},
"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?"
},
{
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