公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 00:19 UTC

KubeDeckio / KubeBuddy

KubeBuddy - A PowerShell tool for monitoring and managing Kubernetes clusters. Perform health checks, resource usage insights, and configuration audits with ease. Supports AKS best practices, snapshot-based monitoring, and security checks tailored for Kubernetes environments. Available on the PowerShell Gallery.

Go · TypeScriptMIT★ 101 星标⑂ 7 复刻始于 2024年10月在 GitHub 上查看 ↗

KubeDeckio/KubeBuddy 的健康指数为 100 分中的 64 分，处于「中等」区间。 其得分最高的类别是Vitality（82/100），最低的是Sustainability & Governance（42/100）。 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。

64
总分 / 100
中等

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。

64
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

KubeDeck组织
21 关注者10 个公开仓库始于 2024年10月

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

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？

82良好 · 占总体的 22%

开发活跃度

76良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
11.8/36提交节奏 — 52 周中有 17 周有提交
18/18提交量 — 最近一年 170 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year170
human_commit_share0.71
days_since_last_push0
active_weeks_last_year17

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 13 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 12.5 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count13
latest_release_tagv0.0.35
releases_from_tags否
days_since_latest_release0
mean_days_between_releases12.5

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？

64中等 · 占总体的 18%

流行度与采用

39存在风险
评分方式
32.4/60星标 — 101 个星标
6.5/25复刻 — 7 个复刻
0/15关注者 — 2 位关注者
所用输入
forks7
stars101
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 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

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？

42存在风险 · 占总体的 24%

维护者韧性（巴士系数）

15危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.998

议题与 PR 响应能力

65中等
评分方式
36/46.8议题解决 — 77% 的议题已关闭
29.1/38.3PR 接受 — 已裁定的 PR 中 48/63 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/22 approved changesets -- score normalized to 0
所用输入
merged_prs48
open_issues3
closed_issues10
issue_closed_ratio0.769
closed_unmerged_prs15

所有权与托管责任

51中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
9.7/25所有者影响力 — KubeDeckio 有 21 位关注者
11.1/25既往记录 — 10 个公开仓库，账户约 1 年
所用输入
followers21
owner_typeOrganization
is_verified—
owner_loginKubeDeckio
public_repos10
account_age_days648

工程质量

基础的工程与文档实践是否到位？

73良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 8 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

文档

80良好
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — http://kubebuddy.io/
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics—
has_wiki否
homepagehttp://kubebuddy.io/
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？

58中等 · 占总体的 16%

安全态势

48存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/22 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.8

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
sourceosv
advisories4
affected_packages4
assessed_packages1,300
unassessed_packages3
affected_by_severityhigh 1, unknown 3
direct_affected_packages0
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 1300 个已解析依赖与 OSV 比对。 有 3 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 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。

75良好 · 占总体的 0%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — .agents/check-authoring/AGENTS.md, .github/copilot-instructions.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 71 次人类提交中有 60 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share0.845
agent_instruction_files.agents/check-authoring/AGENTS.md, .github/copilot-instructions.md
agent_instruction_max_bytes10,025

验证循环（构建 / 测试 / 类型检查）

73良好
评分方式
12.6/18一条命令的引导启动 — go.mod（工具链约定，无任务运行器）
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — headlamp-plugin/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
2/10已体现的代理实践 — 最近 100 次提交中有 1 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 24 次为自动依赖更新
7/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
所用输入
has_nix否
has_tests是
lockfilesgo.sum, package-lock.json
has_dockerfile是
typed_language是
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configsheadlamp-plugin/tsconfig.json
agent_commit_share0.01
toolchain_manifestsgo.mod
dependency_bot_commit_share0.24

面向模型的代码可读性

97优秀
评分方式
45/45可类型检查的代码 — Go（静态类型）
51.9/55可控的文件大小 — 采样的 70 个源文件中有 4 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes316,733
source_files_sampled70
oversized_source_files4

机器可读接口

40存在风险
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal否
api_schema_files—

关键数据

101GitHub 星标
2贡献者
170最近 12 个月提交数
0距最近推送天数
13发布版本数
1巴士系数（bus factor）
3开放议题
Go, npm, 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
  • Could not fetch go package 'github.com/KubeDeckio/KubeBuddy' from its registry
  • Could not fetch npm package 'kubebuddy-headlamp-plugin' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 7 ⇿
0Star
7Fork
5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。

1234567712025-032025-102026-04
主版本 0次版本 0修订 5
OpenSSF Scorecard 4.8 / 10
4.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-23 00:18 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/22 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
直接依赖 11
注册表软件包版本约束清单文件
Gocloud.google.com/go/containerv1.53.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.22.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.14.0go.mod
Gogithub.com/manifoldco/promptuiv0.9.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/termv0.45.0go.mod
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afgo.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gok8s.io/apimachineryv0.36.2go.mod
Gok8s.io/client-gov0.36.2go.mod
全部依赖 1,303

来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 1,292 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
Gocloud.google.com/go/containerv1.53.0直接
Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.22.0直接
Gogithub.com/azure/azure-sdk-for-go/sdk/azidentityv1.14.0直接
Gogithub.com/manifoldco/promptuiv0.9.0直接
Gogithub.com/spf13/cobrav1.10.2直接
Gogolang.org/x/oauth2v0.36.0直接
Gogolang.org/x/termv0.45.0直接
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996af直接
Gogopkg.in/yaml.v3v3.0.1直接
Gok8s.io/apimachineryv0.36.2直接
Gok8s.io/client-gov0.36.2直接
Gocloud.google.com/go/authv0.20.0间接
Gocloud.google.com/go/auth/oauth2adaptv0.2.8间接
Gocloud.google.com/go/compute/metadatav0.9.0间接
Gogithub.com/azure/azure-sdk-for-go/sdk/internalv1.12.0间接
Gogithub.com/azuread/microsoft-authentication-library-for-gov1.7.2间接
Gogithub.com/cespare/xxhash/v2v2.3.0间接
Gogithub.com/chzyer/readlinev0.0.0-20180603132655-2972be24d48e间接
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33cc间接
Gogithub.com/emicklei/go-restful/v3v3.13.0间接
Gogithub.com/felixge/httpsnoopv1.0.4间接
Gogithub.com/fxamacker/cbor/v2v2.9.0间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-logr/stdrv1.2.2间接
Gogithub.com/go-openapi/jsonpointerv0.21.0间接
Gogithub.com/go-openapi/jsonreferencev0.20.2间接
Gogithub.com/go-openapi/swagv0.23.0间接
Gogithub.com/golang-jwt/jwt/v5v5.3.1间接
Gogithub.com/google/gnostic-modelsv0.7.0间接
Gogithub.com/google/s2a-gov0.1.9间接
Gogithub.com/google/uuidv1.6.0间接
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.15间接
Gogithub.com/googleapis/gax-go/v2v2.22.0间接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/josharian/internv1.0.0间接
Gogithub.com/json-iterator/gov1.1.12间接
Gogithub.com/kylelemons/godebugv1.1.0间接
Gogithub.com/mailru/easyjsonv0.7.7间接
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1dd间接
Gogithub.com/modern-go/reflect2v1.0.3-0.20250322232337-35a7c28c31ee间接
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822间接
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141c间接
Gogithub.com/spf13/pflagv1.0.9间接
Gogithub.com/x448/float16v0.8.4间接
Gogo.opentelemetry.io/auto/sdkv1.2.1间接
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.67.0间接
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.67.0间接
Gogo.opentelemetry.io/otelv1.43.0间接
Gogo.opentelemetry.io/otel/metricv1.43.0间接
Gogo.opentelemetry.io/otel/tracev1.43.0间接
Gogo.yaml.in/yaml/v2v2.4.3间接
Gogo.yaml.in/yaml/v3v3.0.4间接
Gogolang.org/x/cryptov0.52.0间接
Gogolang.org/x/netv0.55.0间接
Gogolang.org/x/syncv0.20.0间接
Gogolang.org/x/sysv0.47.0间接
Gogolang.org/x/textv0.37.0间接
Gogolang.org/x/timev0.15.0间接
Gogoogle.golang.org/apiv0.280.0间接
Gogoogle.golang.org/genprotov0.0.0-20260319201613-d00831a3d3e7间接
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260526163538-3dc84a4a5aaa间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260526163538-3dc84a4a5aaa间接
Gogoogle.golang.org/grpcv1.82.1间接
Gogopkg.in/evanphx/json-patch.v4v4.13.0间接
Gogopkg.in/inf.v0v0.9.1间接
Gok8s.io/apiv0.36.2间接
Gok8s.io/klog/v2v2.140.0间接
Gok8s.io/kube-openapiv0.0.0-20260317180543-43fb72c5454a间接
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2间接
Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730间接
Gosigs.k8s.io/randfillv1.0.0间接
Gosigs.k8s.io/structured-merge-diff/v6v6.3.2间接
Gosigs.k8s.io/yamlv1.6.0间接
npm@adobe/css-tools4.5.0间接
npm@apidevtools/json-schema-ref-parser11.7.2间接
npm@apidevtools/openapi-schemas2.1.0间接
npm@apidevtools/swagger-methods3.0.2间接
npm@apidevtools/swagger-parser10.1.1间接
npm@asamuzakjp/css-color3.2.0间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/plugin-transform-react-jsx-self7.29.7间接
npm@babel/plugin-transform-react-jsx-source7.29.7间接
npm@babel/runtime7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@bundled-es-modules/cookie2.0.1间接
npm@bundled-es-modules/statuses1.0.1间接
npm@bundled-es-modules/tough-cookie0.1.6间接
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PyPImkdocs—间接
PyPImkdocs-material—间接
PyPIpymdown-extensions—间接
依赖安全公告 4

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 1,300 个包，其中也包含从不交付的开发与测试版本固定：4 个存在已知公告，0 个为直接依赖。 有 3 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
elliptic6.6.1间接高1—
golang.org/x/cryptov0.52.0间接未知1—
golang.org/x/netv0.55.0间接未知10.56.0
golang.org/x/textv0.37.0间接未知10.39.0

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
{
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      "topics": [],
      "is_fork": false,
      "size_kb": 423090,
      "has_wiki": false,
      "homepage": "http://kubebuddy.io/",
      "languages": {
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        "CSS": 68281,
        "HTML": 71368,
        "Shell": 3684,
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      },
      "pushed_at": "2026-07-22T11:39:31Z",
      "created_at": "2024-10-13T20:44:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T11:39:35Z",
      "description": "KubeBuddy - A PowerShell tool for monitoring and managing Kubernetes clusters. Perform health checks, resource usage insights, and configuration audits with ease. Supports AKS best practices, snapshot-based monitoring, and security checks tailored for Kubernetes environments. Available on the PowerShell Gallery. ",
      "is_archived": false,
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      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://KubeDeck.io",
      "name": "KubeDeck",
      "type": "Organization",
      "login": "KubeDeckio",
      "company": null,
      "location": null,
      "followers": 21,
      "avatar_url": "https://avatars.githubusercontent.com/u/184781431?v=4",
      "created_at": "2024-10-12T20:01:03Z",
      "is_verified": null,
      "public_repos": 10,
      "account_age_days": 648
    },
    "license": {
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      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
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    },
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          "headline": "changelog update",
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          "body": "Bumps [google.golang.org/grpc](https://github.com/grpc/grpc-go) from 1.81.1 to 1.82.1.\n- [Release notes](https://github.com/grpc/grpc-go/releases)\n- [Commits](https://github.com/grpc/grpc-go/compare/v1.81.1...v1.82.1)\n\n---\nupdated-dependencies:\n- dependency-name: google.golang.org/grpc\n  dependency-version: 1.82.1\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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        {
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          "body": "Bumps the github-actions group with 4 updates: [actions/checkout](https://github.com/actions/checkout), [actions/setup-python](https://github.com/actions/setup-python), [actions/setup-go](https://github.com/actions/setup-go) and [actions/setup-node](https://github.com/actions/setup-node).\n\n\nUpdates \n[…]\nsion-update:semver-major\n  dependency-group: github-actions\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": "feat: enhance KubeBuddy Headlamp plugin with improved finding experie…",
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          "headline": "feat: add support to ignore specific Kubernetes ConfigMaps in duplica…",
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          "headline": "chore: bump golang.org/x/oauth2 from 0.34.0 to 0.36.0 (#58)",
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          "headline": "feat: implement sorting functionality for findings in the FindingsTab…",
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          "headline": "feat: add support for runtime check exclusions via --excluded-checks …",
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          "headline": "feat: add ValidatingAdmissionPolicy checks for failure policy, bindin…",
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          "headline": "Refactor code structure for improved readability and maintainability",
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          "headline": "fix: correct function name in Pester tests (Move-KubeBuddyGeneratedRe…",
          "author_name": "PixelRobots",
          "author_login": "PixelRobots",
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        {
          "oid": "df2f46d7ecccdccade6e9b6d708b482f9ffb2245",
          "body": "…of files\n\nSigned-off-by: PixelRobots <littlehoops@gmail.com>",
          "is_bot": false,
          "headline": "fix: streamline module publishing process and ensure correct staging …",
          "author_name": "PixelRobots",
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          "headline": "fix: correct function name for moving generated reports",
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          "oid": "c257dcc4ebe2831bd5dca04a7149177e76f2f88e",
          "body": "* feat: Add GKE-specific best practice checks (closes #25)\n\n* address PR review: GKE HTML tab, unit tests, live SDK collection, docs, changelog\n\n* feat: Add GKE support and related options for Kubernetes checks\n\nSigned-off-by: PixelRobots <littlehoops@gmail.com>\n\n* fix: Update GKE document collectio\n[…]\nfor consistent cluster scoring\n\nSigned-off-by: PixelRobots <littlehoops@gmail.com>\n\n---------\n\nSigned-off-by: PixelRobots <littlehoops@gmail.com>\nCo-authored-by: Richard Hooper <littlehoops@gmail.com>",
          "is_bot": false,
          "headline": "feat: Add GKE-specific best practice checks (closes #25) (#52)",
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          "body": "Bumps [github.com/Azure/azure-sdk-for-go/sdk/azcore](https://github.com/Azure/azure-sdk-for-go) from 1.21.0 to 1.21.1.\n- [Release notes](https://github.com/Azure/azure-sdk-for-go/releases)\n- [Commits](https://github.com/Azure/azure-sdk-for-go/compare/sdk/azcore/v1.21.0...sdk/azcore/v1.21.1)\n\n---\nupd\n[…]\nirect:production\n  update-type: version-update:semver-patch\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: bump github.com/Azure/azure-sdk-for-go/sdk/azcore (#56)",
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          "author_login": "dependabot[bot]",
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          "is_coding_agent": false
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          "body": "Bumps [k8s.io/client-go](https://github.com/kubernetes/client-go) from 0.35.3 to 0.35.4.\n- [Changelog](https://github.com/kubernetes/client-go/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/kubernetes/client-go/compare/v0.35.3...v0.35.4)\n\n---\nupdated-dependencies:\n- dependency-name: k8s.io\n[…]\nirect:production\n  update-type: version-update:semver-patch\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: bump k8s.io/client-go from 0.35.3 to 0.35.4 (#54)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-22T09:10:03Z",
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          "headline": "fix: align docker builder with go toolchain",
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          "headline": "chore: refresh remaining dependency updates",
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          "body": "Bumps [github.com/Azure/azure-sdk-for-go/sdk/azidentity](https://github.com/Azure/azure-sdk-for-go) from 1.8.2 to 1.13.1.\n- [Release notes](https://github.com/Azure/azure-sdk-for-go/releases)\n- [Commits](https://github.com/Azure/azure-sdk-for-go/compare/sdk/azidentity/v1.8.2...sdk/azidentity/v1.13.1\n[…]\nirect:production\n  update-type: version-update:semver-minor\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: bump github.com/Azure/azure-sdk-for-go/sdk/azidentity (#47)",
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        {
          "oid": "6aec17dd10f43510c75efd6acaafd95696fb0659",
          "body": "Bumps the github-actions group with 8 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `4.3.1` | `6.0.2` |\n| [codespell-project/actions-codespell](https://github.com/codespell-project/actions-codespell) | `2.1` | `2.2` |\n| [docker/setu\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\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: bump the github-actions group with 8 updates (#51)",
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          "author_login": "dependabot[bot]",
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          "headline": "chore: harden github actions workflows",
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          "body": "…ons/upload-pages-artifact-5\n\nchore: bump actions/upload-pages-artifact from 3 to 5",
          "is_bot": false,
          "headline": "Merge pull request #42 from KubeDeckio/dependabot/github_actions/acti…",
          "author_name": "Richard Hooper",
          "author_login": "PixelRobots",
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          "oid": "2b95bc24d559ba2fe8ab963641b608157b3be33f",
          "body": "…om/spf13/cobra-1.10.2\n\nchore: bump github.com/spf13/cobra from 1.9.1 to 1.10.2",
          "is_bot": false,
          "headline": "Merge pull request #48 from KubeDeckio/dependabot/go_modules/github.c…",
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          "oid": "ff0d5ca7018a9418fee3552eedf76e05e9257d89",
          "body": "…er/setup-qemu-action-4\n\nchore: bump docker/setup-qemu-action from 3 to 4",
          "is_bot": false,
          "headline": "Merge pull request #44 from KubeDeckio/dependabot/github_actions/dock…",
          "author_name": "Richard Hooper",
          "author_login": "PixelRobots",
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          "headline": "Merge pull request #43 from KubeDeckio/dependabot/github_actions/acti…",
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          "body": "…ons/setup-go-6\n\nchore: bump actions/setup-go from 5 to 6",
          "is_bot": false,
          "headline": "Merge pull request #41 from KubeDeckio/dependabot/github_actions/acti…",
          "author_name": "Richard Hooper",
          "author_login": "PixelRobots",
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          "body_truncated": false,
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          "oid": "0f8448f20584c8de9a2b1e38d4fd076a0992bb03",
          "body": "…er/login-action-4\n\nchore: bump docker/login-action from 3 to 4",
          "is_bot": false,
          "headline": "Merge pull request #40 from KubeDeckio/dependabot/github_actions/dock…",
          "author_name": "Richard Hooper",
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          "oid": "5f082ffc4af5362c2f9aa96aa578ffcfb0c41662",
          "body": "Bumps [github.com/spf13/cobra](https://github.com/spf13/cobra) from 1.9.1 to 1.10.2.\n- [Release notes](https://github.com/spf13/cobra/releases)\n- [Commits](https://github.com/spf13/cobra/compare/v1.9.1...v1.10.2)\n\n---\nupdated-dependencies:\n- dependency-name: github.com/spf13/cobra\n  dependency-version: 1.10.2\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump github.com/spf13/cobra from 1.9.1 to 1.10.2",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-15T10:55:17Z",
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        {
          "oid": "666e57ff1372c696fba96539ccdf7005c6b6167b",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/setup-qemu-action\n  dependency-version: '4'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump docker/setup-qemu-action from 3 to 4",
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        {
          "oid": "65992afc3cb6cc13e1c0c4ab2e342d4d2d844b2a",
          "body": "Bumps [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact) from 3 to 5.\n- [Release notes](https://github.com/actions/upload-pages-artifact/releases)\n- [Commits](https://github.com/actions/upload-pages-artifact/compare/v3...v5)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-pages-artifact\n  dependency-version: '5'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump actions/upload-pages-artifact from 3 to 5",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        },
        {
          "oid": "a46c563ab0df703b09491b82735fc4b4688a0db5",
          "body": "Bumps [actions/github-script](https://github.com/actions/github-script) from 7 to 9.\n- [Release notes](https://github.com/actions/github-script/releases)\n- [Commits](https://github.com/actions/github-script/compare/v7...v9)\n\n---\nupdated-dependencies:\n- dependency-name: actions/github-script\n  dependency-version: '9'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump actions/github-script from 7 to 9",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        },
        {
          "oid": "7c58c4cd6ee2c6cddd7b51702ecf98a370dd10af",
          "body": "Bumps [actions/setup-go](https://github.com/actions/setup-go) from 5 to 6.\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-go\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump actions/setup-go from 5 to 6",
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          "author_login": "dependabot[bot]",
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        },
        {
          "oid": "a31d6f60478592e57db43a7ff874d2ab416512ad",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 3 to 4.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/login-action\n  dependency-version: '4'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore: bump docker/login-action from 3 to 4",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-15T10:54:54Z",
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        },
        {
          "oid": "e3fecb90ba016ac4c73cc5dbb98078f68dc22993",
          "body": "Go conversion",
          "is_bot": false,
          "headline": "Merge pull request #39 from KubeDeckio/go-conversion",
          "author_name": "Richard Hooper",
          "author_login": "PixelRobots",
          "committed_at": "2026-04-15T10:54:11Z",
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        {
          "oid": "97b86c4b7f3e5897279373fa7b2bf16c699ca5f8",
          "body": null,
          "is_bot": false,
          "headline": "Refactor code structure for improved readability and maintainability",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-15T10:52:46Z",
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        },
        {
          "oid": "90d40d32c9e9edab5953841ed7f91c6f3e5637cd",
          "body": "- Updated compatibility HTML checks to remove unnecessary names and adjust severities for SEC015 and SEC016.\n- Simplified output generation by removing duplicate overrides and adjusting output formatting in text and CSV reports.\n- Enhanced compatibility text lines rendering for specific checks (NODE\n[…]\nks SEC021, SEC022, and SEC023 for host port usage, missing secret references, and disallowed sysctls respectively.\n- Improved test cases to reflect changes in output formatting and ensure correctness.",
          "is_bot": false,
          "headline": "Refactor compatibility checks and enhance reporting",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-15T09:30:48Z",
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        },
        {
          "oid": "7eb67e738daf7c7716537b5afe4e9cc99aad64eb",
          "body": "- Renamed test functions and error messages to reflect compatibility instead of legacy terminology.\n- Removed unused Script field and LegacyScripted flag from rawCheck and Check structs.\n- Updated validation logic to remove checks for Script field.\n- Cleaned up inventory summary by removing LegacyScripted count.\n- Deleted legacy import handling code and associated tests to streamline the codebase.\n- Adjusted comments to clarify current behavior in relation to report compatibility.",
          "is_bot": false,
          "headline": "Refactor legacy references and improve compatibility handling",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-14T21:08:57Z",
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        },
        {
          "oid": "adb60b51f12bcf6b4fd6493bd06dc841807e5ba0",
          "body": "- Updated scan report generation to include issue summaries and check results sections.\n- Refactored check result handling to support compatibility with new check structures.\n- Introduced `SpeechBubble` field in check results for better user interaction.\n- Enhanced recommendation content with HTML f\n[…]\nve documentation for check authoring, including new standards for YAML fields and recommendation formats.\n- Ensured backward compatibility with existing checks while promoting new authoring practices.",
          "is_bot": false,
          "headline": "Refactor scan report generation and enhance check authoring guidelines",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-14T21:01:38Z",
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        },
        {
          "oid": "1a90b13190a79ffe3350a6948d2a39686efee6e8",
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          "is_bot": false,
          "headline": "feat: Update version to 0.0.28 and enhance changelog with new feature…",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-14T20:15:35Z",
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        {
          "oid": "4b777e3fb2f0095e485194aea32a86266b0c82e7",
          "body": "…endency",
          "is_bot": false,
          "headline": "feat: Refactor AKS login to use bearer token and remove kubelogin dep…",
          "author_name": "Richard Hooper",
          "author_login": null,
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          "body": "- Introduced -Tui, -Guided, and -Menu switches for interactive command execution.\n- Implemented validation to ensure only one interactive mode is used at a time.\n- Enhanced Invoke-KubeBuddy to pass relevant arguments to the native KubeBuddy CLI based on the selected mode.\n- Updated tests to cover ne\n[…]\n ensure proper argument passing.\n- Revised documentation to include usage examples for new interactive modes.\n- Refactored guided command and menu command implementations for better code organization.",
          "is_bot": false,
          "headline": "feat: Add interactive modes to Invoke-KubeBuddy",
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          "author_login": null,
          "committed_at": "2026-04-14T12:53:08Z",
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        },
        {
          "oid": "6339e9d32da178a60585e7aeaf9c71791f30e782",
          "body": "…ailed check results\n\n- Implemented a new TUI for KubeBuddy that allows users to navigate through various Kubernetes checks interactively.\n- Added main menu with options for cluster summary, node details, namespace management, workload management, pod management, jobs, networking, storage, security,\n[…]\nting with Kubernetes resources, including methods for listing resources, retrieving metrics, and handling raw API requests.\n- Enhanced error handling and resource management within the kubeapi client.",
          "is_bot": false,
          "headline": "feat(tui): add interactive check browser with menu navigation and det…",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-13T16:42:59Z",
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        {
          "oid": "ec54f61dbebbca87a0467ccb66dda860eb22ca1b",
          "body": null,
          "is_bot": false,
          "headline": "chore: Update checksums and binary files for version 0.0.4 release",
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          "author_login": null,
          "committed_at": "2026-04-13T14:41:36Z",
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        },
        {
          "oid": "5550f4b720d6e3232fdfe300c9d9afe558ddf897",
          "body": "… and CLI usage",
          "is_bot": false,
          "headline": "refactor: Update test results and documentation for Radar integration…",
          "author_name": "Richard Hooper",
          "author_login": null,
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        {
          "oid": "33aaf6b53b6c4683e3eba6dcba026dd45fb3a2ca",
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          "is_bot": false,
          "headline": "chore: Update GitHub Actions to use checkout@v4 and other action vers…",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-13T14:32:49Z",
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        },
        {
          "oid": "3dec14b9dfaa2e29d3a84b1f26c39b335bedc3fe",
          "body": "- Introduced support for excluded namespaces and checks in the configuration.\n- Updated the YAML structure for checks to include `excluded_checks` and `excluded_namespaces`.\n- Enhanced the `Load` function to merge configuration defaults with user-defined values.\n- Implemented filtering logic for exc\n[…]\n functionality of configuration loading and exclusion behavior.\n- Updated build scripts to include Windows binaries in release artifacts.\n- Improved documentation for checks and configuration options.",
          "is_bot": false,
          "headline": "Refactor configuration handling and enhance exclusion logic",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-13T14:21:42Z",
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        {
          "oid": "4ac0637ac21939c155e42922af12f8f53eec3bfa",
          "body": "- Implemented unit tests for WriteScanResultWithMetadata function across multiple output formats: JSON, Text, CSV, and HTML.\n- Verified the correct structure and content of the generated outputs, including metadata and specific fields for each format.\n- Ensured proper handling of edge cases and expected outputs for various scan results.",
          "is_bot": false,
          "headline": "Add tests for WriteScanResult functions in output package",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-13T13:46:23Z",
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        },
        {
          "oid": "3c7d9acf43ae1de6e2c527be4b29cfbe99c3383f",
          "body": "- Updated CONTRIBUTING.md to reflect the Go-first project structure and streamlined contribution paths.\n- Enhanced README.md with Homebrew installation instructions and clarified usage of the native CLI.\n- Revised CLI documentation to improve clarity on installation, usage, and parameters.\n- Created\n[…]\nrs documentation summarizing CLI flags for various commands.\n- Introduced a script to render Homebrew formula for KubeBuddy releases.\n- Updated release process to include Homebrew tap formula updates.",
          "is_bot": false,
          "headline": "Refactor contributing guidelines and documentation for KubeBuddy",
          "author_name": "Richard Hooper",
          "author_login": null,
          "committed_at": "2026-04-13T12:39:49Z",
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            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "merged_prs": 48,
              "open_issues": 3,
              "closed_issues": 10,
              "issue_closed_ratio": 0.769,
              "closed_unmerged_prs": 15
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "77% of issues closed",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 77
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "48/63 decided PRs merged",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 48,
                      "decided": 63
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "followers": 21,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "KubeDeckio",
              "public_repos": 10,
              "account_age_days": 648
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "21 followers of KubeDeckio",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21,
                      "login": "KubeDeckio"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "10 public repos, account ~1 yr old",
                "points": 11.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 10
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 73,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "8 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "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": "9 out of 9 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "http://kubebuddy.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "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": "http://kubebuddy.io/",
                "points": 15,
                "status": "met",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 9 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "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 1300 resolved dependencies against OSV; 3 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1300
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 3
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 4,
              "assessed_packages": 1300,
              "unassessed_packages": 3,
              "affected_by_severity": "high 1, unknown 3",
              "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": 1300,
              "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": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "legible_history_share": 0.845,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 10025
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".agents/check-authoring/AGENTS.md, .github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 71
                    }
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
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            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
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              "typecheck_configs": [
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              "dependency_bot_commit_share": 0.24
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            "components": [
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                "points": 12.6,
                "status": "partial",
                "details": [
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                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "headlamp-plugin/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "24 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 24,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 316733,
              "source_files_sampled": 70,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/70 source files over 60KB",
                "points": 51.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 70,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch go package 'github.com/KubeDeckio/KubeBuddy' from its registry",
    "Could not fetch npm package 'kubebuddy-headlamp-plugin' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T00:19:18.047040Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KubeDeckio/KubeBuddy.svg",
  "full_name": "KubeDeckio/KubeBuddy",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计.