公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-26 04:07 UTC

qdrant / qcloud-cli

The Command Line Interface for Qdrant Cloud

GoApache-2.0★ 18 星标⑂ 1 复刻始于 2026年3月在 GitHub 上查看 ↗
类型命令行工具如何判定

qdrant/qcloud-cli 的健康指数为 100 分中的 80 分,处于「优秀」区间。 其得分最高的类别是AI Readiness(91/100),最低的是Community & Adoption(43/100)。 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。

80
总分 / 100
优秀

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。

80
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
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。

加权总体分 68 经校准后在公布的指数量表上为 80(记录校准 2026-08-02)。

所有权

Qdrant组织
1,770 关注者132 个公开仓库始于 2020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。

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
Gogithub.com/qdrant/qcloud-cliv0.25.0-398 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?

79良好 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
8.3/36提交节奏 — 52 周中有 12 周有提交
18/18提交量 — 最近一年 203 次提交
10/10OpenSSF Scorecard:Maintained — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year203
human_commit_share0.85
days_since_last_push0
active_weeks_last_year12

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 39 个发布版本
36/36发布时效 — 最近一次发布版本于 8 天前
27/27发布节奏 — 约每 11.8 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_count39
latest_release_tagv0.25.0
releases_from_tags
days_since_latest_release8
mean_days_between_releases11.8

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?

43薄弱 · 占总体的 17%

流行度与采用

20存在风险
评分方式
20/60星标 — 18 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 1 位关注者
所用输入
forks1
stars18
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

可持续性与治理

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

69良好 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
5.5/22.5提交分布 — 头号贡献者编写了 75% 的提交
6.8/13.5贡献者广度 — 5 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_sampled5
top_contributor_share0.754
评分方式
0/42议题解决 — 没有议题或无数据
25.7/30PR 接受 — 已裁定的 PR 中 136/159 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs136
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs23
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):议题解决, newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
23.4/25所有者影响力 — qdrant 有 1,770 位关注者
24.5/25既往记录 — 132 个公开仓库,账户约 5 年
所用输入
followers1,770
owner_typeOrganization
is_verified
owner_loginqdrant
public_repos132
account_age_days2,098
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 8 天前
20/20版本历史 — 39 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
packagesgithub.com/qdrant/qcloud-cli
ecosystemsgo
any_deprecated
min_days_since_publish8

工程质量

基础的工程与文档实践是否到位?

76良好 · 占总体的 19%

工程实践

84优秀
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

65良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

65良好 · 占总体的 16%

安全态势

65良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
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 — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
5/5Pinned-Dependencies — all dependencies are pinned
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.5
已排除计分(无数据或不适用):packaging。 其余权重已重新归一化。
评分方式
9.5/35直接依赖不含已知公告 — 1 个受影响:google.golang.org/grpc v1.82.0 (critical 9.1)
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
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories2
affected_packages2
assessed_packages51
unassessed_packages0
affected_by_severitycritical 1, unknown 1
direct_affected_packages1
已排除计分(无数据或不适用):间接依赖不含已知公告。 其余权重已重新归一化。 已将 51 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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

91优秀 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 85 次人类提交中有 85 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes10,693
评分方式
18/18一条命令的引导启动 — Makefile, mise.toml
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — 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 15 次为自动依赖更新
10/10OpenSSF Scorecard:Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile, mise.toml
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.01
toolchain_manifestsgo.mod
dependency_bot_commit_share0.15
评分方式
45/45可类型检查的代码 — Go(静态类型)
55/55可控的文件大小 — 采样的 224 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes36,739
source_files_sampled224
oversized_source_files0

关键数据

18GitHub 星标
5贡献者
203最近 12 个月提交数
0距最近推送天数
39发布版本数
1巴士系数(bus factor)
0开放议题
Go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

更多细节

OpenSSF Scorecard 6.5 / 10
6.5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)。Scorecard v5.5.0 · 2026-07-26 04:07 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
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
10Maintained17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
9SASTSAST tool is not run on all commits -- score normalized to 9
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
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 14
注册表软件包版本约束清单文件
Gogithub.com/creativeprojects/go-selfupdatev1.5.2go.mod
Gogithub.com/dustin/go-humanizev1.0.1go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/jedib0t/go-pretty/v6v6.8.1go.mod
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141cgo.mod
Gogithub.com/qdrant/qdrant-cloud-public-apiv0.158.0go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/spf13/viperv1.21.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogoogle.golang.org/grpcv1.82.0go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
全部依赖 51

来自 GitHub 依赖图的完整解析依赖集合:14 个直接依赖与 37 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
Gogithub.com/creativeprojects/go-selfupdatev1.5.2直接
Gogithub.com/dustin/go-humanizev1.0.1直接
Gogithub.com/google/uuidv1.6.0直接
Gogithub.com/jedib0t/go-pretty/v6v6.8.1直接
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141c直接
Gogithub.com/qdrant/qdrant-cloud-public-apiv0.158.0直接
Gogithub.com/robfig/cron/v3v3.0.1直接
Gogithub.com/spf13/cobrav1.10.2直接
Gogithub.com/spf13/pflagv1.0.10直接
Gogithub.com/spf13/viperv1.21.0直接
Gogithub.com/stretchr/testifyv1.11.1直接
Gogoogle.golang.org/grpcv1.82.0直接
Gogoogle.golang.org/protobufv1.36.11直接
Gogopkg.in/yaml.v3v3.0.1直接
Gobuf.build/gen/go/bufbuild/protovalidate/protocolbuffers/gov1.36.11-20260709200747-435963d16310.1间接
Gocode.gitea.io/sdk/giteav0.22.1间接
Gogithub.com/42wim/httpsigv1.2.3间接
Gogithub.com/cpuguy83/go-md2man/v2v2.0.6间接
Gogithub.com/davecgh/go-spewv1.1.1间接
Gogithub.com/davidmz/go-pageantv1.0.2间接
Gogithub.com/fsnotify/fsnotifyv1.9.0间接
Gogithub.com/go-fed/httpsigv1.1.0间接
Gogithub.com/go-viper/mapstructure/v2v2.4.0间接
Gogithub.com/google/go-github/v74v74.0.0间接
Gogithub.com/google/go-querystringv1.1.0间接
Gogithub.com/hashicorp/go-cleanhttpv0.5.2间接
Gogithub.com/hashicorp/go-retryablehttpv0.7.8间接
Gogithub.com/hashicorp/go-versionv1.8.0间接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/masterminds/semver/v3v3.4.0间接
Gogithub.com/mattn/go-runewidthv0.0.16间接
Gogithub.com/pelletier/go-toml/v2v2.2.4间接
Gogithub.com/pmezard/go-difflibv1.0.0间接
Gogithub.com/rivo/unisegv0.4.7间接
Gogithub.com/russross/blackfriday/v2v2.1.0间接
Gogithub.com/sagikazarmark/locaferov0.11.0间接
Gogithub.com/sourcegraph/concv0.3.1-0.20240121214520-5f936abd7ae8间接
Gogithub.com/spf13/aferov1.15.0间接
Gogithub.com/spf13/castv1.10.0间接
Gogithub.com/subosito/gotenvv1.6.0间接
Gogithub.com/ulikunitz/xzv0.5.15间接
Gogitlab.com/gitlab-org/api/client-gov1.9.1间接
Gogo.yaml.in/yaml/v3v3.0.4间接
Gogolang.org/x/cryptov0.54.0间接
Gogolang.org/x/netv0.57.0间接
Gogolang.org/x/oauth2v0.36.0间接
Gogolang.org/x/sysv0.47.0间接
Gogolang.org/x/textv0.40.0间接
Gogolang.org/x/timev0.14.0间接
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260713224248-f5fc221cf8c4间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260713224248-f5fc221cf8c4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 51 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,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
google.golang.org/grpcv1.82.0直接严重11.82.1
golang.org/x/cryptov0.54.0间接未知1

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": [],
      "is_fork": false,
      "size_kb": 733,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 750053,
        "Makefile": 1155
      },
      "pushed_at": "2026-07-25T07:34:22Z",
      "created_at": "2026-03-09T16:17:58Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T16:21:49Z",
      "description": "The Command Line Interface for Qdrant Cloud",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://qdrant.tech/",
      "name": "Qdrant",
      "type": "Organization",
      "login": "qdrant",
      "company": null,
      "location": "Germany",
      "followers": 1770,
      "avatar_url": "https://avatars.githubusercontent.com/u/73504361?v=4",
      "created_at": "2020-10-26T23:12:05Z",
      "is_verified": null,
      "public_repos": 132,
      "account_age_days": 2098
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2026-07-17T16:22:09Z"
        },
        {
          "tag": "v0.24.2",
          "kind": "patch",
          "published_at": "2026-05-20T10:24:07Z"
        },
        {
          "tag": "v0.24.1",
          "kind": "patch",
          "published_at": "2026-04-29T13:44:10Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2026-04-22T14:19:39Z"
        },
        {
          "tag": "v0.23.0",
          "kind": "minor",
          "published_at": "2026-04-21T12:39:33Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2026-04-20T13:52:56Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2026-04-14T10:02:58Z"
        },
        {
          "tag": "v0.20.0",
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          "body": "* feat: include qc-trace-id in gRPC error messages\n\nThe backend returns a qc-trace-id trailer on every gRPC response, which\nis useful for correlating errors with server-side logs. The Terraform\nprovider already surfaces this, but the CLI was missing it.\n\nCapture the trailer in the auth interceptor a\n[…]\n\nfrom \"[trace-id]\" to \"(trace ID: trace-id)\" so it's clear what the\nvalue is and that it can be shared with support.\n\nMade-with: Cursor\n\n---------\n\nCo-authored-by: Qdrant Claw <qdrant-claw@qdrant.com>",
          "is_bot": false,
          "headline": "feat: include qc-trace-id in gRPC error messages (#120)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-20T13:49:09Z",
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        {
          "oid": "8d69922467583953ea8dd9d232bc0d1762cb2b60",
          "body": "* chore: bump qdrant-cloud-public-api@0.116.0\n\n* chore(claude): add claude command to generate a report on command\ncoverage of the api",
          "is_bot": false,
          "headline": "add command api coverage claude command (#118)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-16T10:16:29Z",
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        },
        {
          "oid": "3b1f6589c55c18451529b957f2fd1152d79e412a",
          "body": "Bumps [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action) from 0.5.2 to 0.5.3.\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/compare/71321a20a9ded102f6e9ce5718a2fcec2c4f70d8...b1d7e1fb5de872772f3159\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(deps): bump zizmorcore/zizmor-action from 0.5.2 to 0.5.3 (#114)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T10:11:47Z",
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        },
        {
          "oid": "c8b2333f95599c5dde539aa8b6443d2af167a234",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/bbbca2ddaa5d8feaa63e36b76fdaad77386f024f...043fb46d1a93c77aae656e7c1c\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(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 (#113)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T10:02:56Z",
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          "is_bot": false,
          "headline": "chore(main): release v0.21.0 (#117)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-14T10:02:24Z",
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        },
        {
          "oid": "a53767c37c8f921450bdaeaf53d0b00de59128a3",
          "body": "Bumps [github.com/qdrant/qdrant-cloud-public-api](https://github.com/qdrant/qdrant-cloud-public-api) from 0.114.0 to 0.115.0.\n- [Release notes](https://github.com/qdrant/qdrant-cloud-public-api/releases)\n- [Changelog](https://github.com/qdrant/qdrant-cloud-public-api/blob/main/docs/release.md)\n- [Co\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(deps): bump github.com/qdrant/qdrant-cloud-public-api (#115)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T09:56:13Z",
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        {
          "oid": "ae1fc6e227de816a0768814935c0872263a960e0",
          "body": "… (#116)\n\nmodels swallow the CLI shape",
          "is_bot": false,
          "headline": "feat: add docs generation from the cobra commands so that further LLM…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-14T09:06:39Z",
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          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.20.0 (#111)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-13T14:27:20Z",
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        },
        {
          "oid": "bc23a1f1fdea84781f55ab33c3fc5ce0dea5d867",
          "body": "…(#112)\n\n* feat: use OutputTable with --no-headers support in all list commands\n\n* fix: bring back PrintText so that parallel work doesn't fail\n\n* feat: implement the rest of lists using OutputTable\n\nFurthermore, removed the PrintText option in ListCmd to avoid\ninconsistencies.\nAlso updated AGENTS.md with up to date examples.",
          "is_bot": false,
          "headline": "feat: use OutputTable with --no-headers support in all list commands …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-13T12:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e838753af14131ebbc881a926c3fd685d2afa0c",
          "body": "* feat: add user and invite commands\n\n* chore: code format\n\n* refactor: move tests to their command files for users\n\n* refactor: extract duplicated code into functions and reuse resolveUser\nin the user describe command.\n\n* fix: included the user object in the user describe command\n\n* refactor: add u\n[…]\ntus function\n\n* chore: code format\n\n* refactor: removed errVerb argument from the modifyUserRoles function, it's too much and a generic error can be returned\n\n* chore: remove comment regarding errVerb",
          "is_bot": false,
          "headline": "feat: add user management commands (#102)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T13:53:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28d3b38c5d2b8a9f44a70be0b39ff5c4e6559119",
          "body": "* feat: add role management commands\n\n* chore: use variadic args instead of calling AddCommand on every command\nunder iam",
          "is_bot": false,
          "headline": "feat: add role management commands (#107)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T10:46:48Z",
          "body_truncated": false,
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        },
        {
          "oid": "fd71d0223f0e8624ecabce990c673c739da35350",
          "body": null,
          "is_bot": false,
          "headline": "feat: add account and account member commands (#108)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T08:57:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "40711489afd481d58f7a9870e3e5383e88e3eb46",
          "body": "…ds and cloud-provider list to use it (#109)\n\n* feat: introduce automatic registration of --no-headers on list commands and cloud-provider list to use it\n\n* refactor: rename Renderable to TableRenderer\n\n* fix: rename missing reference to output.Renderable\n\n* fix: panic when the user does not set neither OutputTable nor PrintText in ListCmd\n\n* fix: avoid coyppasting the fetch function for testing the base list struct\n\n* chore: code format",
          "is_bot": false,
          "headline": "feat: introduce automatic registration of --no-headers on list comman…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-09T09:27:37Z",
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        {
          "oid": "2f0d9d1b1273099c624cfae85d515afca8acbe2b",
          "body": "* feat: add asciinema demo in the readme\n\n* fix: use the correct video id for the asciinema demo",
          "is_bot": false,
          "headline": "readme: add asciinema demo in the readme (#110)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-08T15:02:23Z",
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        {
          "oid": "ed0d8345cdec6f64460000bc88c05df11ca43e05",
          "body": "… (#103)\n\nBumps [github.com/jedib0t/go-pretty/v6](https://github.com/jedib0t/go-pretty) from 6.7.8 to 6.7.9.\n- [Release notes](https://github.com/jedib0t/go-pretty/releases)\n- [Commits](https://github.com/jedib0t/go-pretty/compare/v6.7.8...v6.7.9)\n\n---\nupdated-dependencies:\n- dependency-name: github\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(deps): bump github.com/jedib0t/go-pretty/v6 from 6.7.8 to 6.7.9…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-08T08:15:38Z",
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        {
          "oid": "f1d61cfb45c48155d67ab224e764f355ffa28b75",
          "body": "Bumps [github.com/qdrant/qdrant-cloud-public-api](https://github.com/qdrant/qdrant-cloud-public-api) from 0.113.0 to 0.114.0.\n- [Release notes](https://github.com/qdrant/qdrant-cloud-public-api/releases)\n- [Changelog](https://github.com/qdrant/qdrant-cloud-public-api/blob/main/docs/release.md)\n- [Co\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(deps): bump github.com/qdrant/qdrant-cloud-public-api (#104)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-08T08:11:40Z",
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        {
          "oid": "b766a0127b793b9fe97f86d97210a6feeac3ffdc",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release v0.19.0 (#106)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-07T16:11:40Z",
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        {
          "oid": "8a31dbf418e33006e11c78f8628e7ae0d2fb6e6f",
          "body": "* feat: add access command group for qdrant cloud\n\n* feat: add access key commands for qdrant cloud auth management\n\nAdds `qcloud access key list`, `create`, and `delete` subcommands\nfor managing Qdrant Cloud auth access keys.\n\n* refactor: access -> iam",
          "is_bot": false,
          "headline": "feat: management api key commands (#98)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-07T12:43:02Z",
          "body_truncated": false,
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          "oid": "d8ba9faa1dc0674e4a826877bfa7ff5549930246",
          "body": "…and shorter (#101)\n\n* chore(iam): rename the access root command to iam, closer to the api and shorter\n\n* chore: code format",
          "is_bot": false,
          "headline": "chore(iam): rename the access root command to iam, closer to the api …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T15:12:37Z",
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        {
          "oid": "c27f564bef98951043dfce89541fd85a4e828557",
          "body": "…lel (#100)\n\n* chore: add shared infrastructure for access commands\n\nAdds base command helpers, auth API client methods, test utilities,\nand key ID completion support needed by the access key commands.",
          "is_bot": false,
          "headline": "chore: access command root so that subcommands can be worked in paral…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T14:23:25Z",
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        {
          "oid": "e24fa5009cac7273f03c6f2585a52610c5d85e48",
          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.18.0 (#97)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
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        {
          "oid": "848f5e7f2ee066ae8a09c44b4ab2d952a1d66350",
          "body": null,
          "is_bot": false,
          "headline": "feat: add cluster create-from-backup command (#96)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T08:24:38Z",
          "body_truncated": false,
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          "oid": "c2f4561a674a767bdee1af461f7f75b6f7d7094f",
          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.17.0 (#95)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T13:21:35Z",
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        },
        {
          "oid": "54e78dee8075a2d0be56871c44b619182d50eda0",
          "body": null,
          "is_bot": false,
          "headline": "feat: add cluster logs command (#94)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T13:18:18Z",
          "body_truncated": false,
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        {
          "oid": "7645ae1b939974aa0c5e406a7fed7fe4f43ce854",
          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.16.2 (#93)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T10:38:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "8c5d18fd04554df516f076f301172c479f8bd5af",
          "body": "…a (#92)\n\ncreate-only field",
          "is_bot": false,
          "headline": "fix: remove multi-az flag from the cluster scale command, as that is …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T10:25:15Z",
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          "oid": "1f9fda3b2ce9c0ca2e5711092a56ab816d9c86bf",
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          "is_bot": false,
          "headline": "chore(main): release v0.16.1 (#91)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T10:02:53Z",
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        {
          "oid": "da84c700236efebc531da61734bbc3f0f37cc8e2",
          "body": "…e it's already rendered by cobra (#90)",
          "is_bot": false,
          "headline": "fix: remove the default string from the nodes flag help message, sinc…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T09:53:28Z",
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        },
        {
          "oid": "6e52c3b006894eee23fecc19ca8925034e37aeff",
          "body": "…ing utilities (#89)",
          "is_bot": false,
          "headline": "chore(agents): add details about the output package to avoid copypast…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T09:38:25Z",
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        {
          "oid": "42ca04e8d672ed5169ab9d6322747c969865125c",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.16.0 (#87)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T07:07:05Z",
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        {
          "oid": "6ee5e35f4b040ccc22c3d227aad38383b5de71ad",
          "body": "…ot (#86)\n\nAll hybrid cluster management is now unified under `qcloud cluster`.\nThe `qcloud cluster package` subcommand is promoted to `qcloud package`.\n\nBREAKING CHANGE: `qcloud hybrid cluster` subcommand has been removed.\nUse `qcloud cluster create/update/describe/list` instead — hybrid-specific\nf\n[…]\ne,\n--reserved-memory-percentage, and storage class flags) are now available\ndirectly on the cluster commands.\n\nBREAKING CHANGE: `qcloud cluster package` has been removed.\nUse `qcloud package` instead.",
          "is_bot": false,
          "headline": "feat!: merge hybrid cluster commands into cluster, move package to ro…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-31T15:07:54Z",
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        {
          "oid": "ea110f3b7b9a85ce2abc1588f3d2ce445028f84f",
          "body": "* feat: add missing flags to the hybrid environment clusters\n\n* refactor: add resources flags to hybrid cluster command and calculate\npackage / additional disk changes\n\n* refactor: remove gpu related flags on the hybrid cloud cluster commands,\nrefactor package resolving so that it uses a struct inst\n[…]\nuthored-by: Qdrant Claw <qdrant-claw@qdrant.com>\n\n---------\n\nCo-authored-by: qdrant-cloud-bot <111755117+qdrant-cloud-bot@users.noreply.github.com>\nCo-authored-by: Qdrant Claw <qdrant-claw@qdrant.com>",
          "is_bot": false,
          "headline": "feat: add missing flags to the hybrid environment clusters (#76)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-31T07:11:24Z",
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        },
        {
          "oid": "70320ce3b5a2ce3b93a894c1a62fd5d3bdce4236",
          "body": "Bumps [jdx/mise-action](https://github.com/jdx/mise-action) from 3.6.3 to 4.0.1.\n- [Release notes](https://github.com/jdx/mise-action/releases)\n- [Changelog](https://github.com/jdx/mise-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jdx/mise-action/compare/5228313ee0372e111a38da051671\n[…]\n\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: David Hernando <david.hernando@qdrant.com>",
          "is_bot": true,
          "headline": "chore(deps): bump jdx/mise-action from 3.6.3 to 4.0.1 (#79)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-30T09:13:15Z",
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        },
        {
          "oid": "2c27182b76511531341e590017dacf88db1a52a6",
          "body": "…lining (#84)\n\n* chore fix zizmor ignore rule setting with a config file instead of inlining\n\n* remove zizmor comment after version\n\n* clarify why release.yml ignore rule on cache poisoning",
          "is_bot": false,
          "headline": "chore fix zizmor ignore rule setting with a config file instead of in…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-30T09:07:41Z",
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          "oid": "12909f94665c0e35c9349aeaf7b353fc7bd5da23",
          "body": null,
          "is_bot": false,
          "headline": "chore: ignore zizmor cache poisoning because lockfile is used (#82)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-30T08:43:49Z",
          "body_truncated": false,
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                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 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": "17 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 51 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 51
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 51,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, unknown 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: google.golang.org/grpc v1.82.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "google.golang.org/grpc v1.82.0 (critical 9.1)"
                    }
                  }
                ],
                "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 has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 51,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "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": "excellent",
        "name": "AI Readiness",
        "value": 91,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 10693
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "85 of 85 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 85
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "mise.toml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.15
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, mise.toml"
                    }
                  }
                ],
                "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "15 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 15,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 36739,
              "source_files_sampled": 224,
              "oversized_source_files": 0
            },
            "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": "0/224 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 224,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "cli",
        "library"
      ],
      "scores": {
        "cli": 6,
        "library": 6
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "description",
          "label": "cli",
          "source": "description:cli",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T04:07:26.159332Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/qdrant/qcloud-cli.svg",
  "full_name": "qdrant/qcloud-cli",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v2.3.1、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Go.