公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 07:09 UTC

milvus-io / milvus-sdk-cpp

C++ SDK for Milvus

C++Apache-2.0★ 53 星标⑂ 36 复刻始于 2021年11月在 GitHub 上查看 ↗

milvus-io/milvus-sdk-cpp 的健康指数为 100 分中的 67 分,处于「中等」区间。 其得分最高的类别是Vitality(90/100),最低的是Community & Adoption(47/100)。 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。

67
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。

67
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

1,251 关注者68 个公开仓库始于 2019年6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?

90优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
25.6/36提交节奏 — 52 周中有 37 周有提交
18/18提交量 — 最近一年 116 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_year116
human_commit_share0.99
days_since_last_push0
active_weeks_last_year37

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 34 天前
27/27发布节奏 — 约每 23.1 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_tagv2.6.4
releases_from_tags
days_since_latest_release34
mean_days_between_releases23.1

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?

47存在风险 · 占总体的 18%

流行度与采用

45存在风险
评分方式
27.8/60星标 — 53 个星标
12.9/25复刻 — 36 个复刻
4.7/15关注者 — 8 位关注者
所用输入
forks36
stars53
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

社区健康

50中等
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)
0/18CONTRIBUTING 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
has_contributing
has_issue_template
has_code_of_conduct
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?

68中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
9.5/22.5提交分布 — 头号贡献者编写了 58% 的提交
9.5/13.5贡献者广度 — 7 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 7 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled7
top_contributor_share0.58
评分方式
44.5/46.8议题解决 — 95% 的议题已关闭
35.3/38.3PR 接受 — 已裁定的 PR 中 390/423 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs390
open_issues6
closed_issues116
issue_closed_ratio0.951
closed_unmerged_prs33
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
22.3/25所有者影响力 — milvus-io 有 1,251 位关注者
25/25既往记录 — 68 个公开仓库,账户约 7 年
所用输入
followers1,251
owner_typeOrganization
is_verified
owner_loginmilvus-io
public_repos68
account_age_days2,597

工程质量

基础的工程与文档实践是否到位?

71良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 5 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 — 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

75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
10/10Wiki
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?

50中等 · 占总体的 16%

安全态势

50中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-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
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no 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
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5
已排除计分(无数据或不适用):packaging。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?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。

54中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 99 次人类提交中有 94 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_share0.949
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile, doc/latex/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — C++(静态类型)
0/10可复现环境
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
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile, doc/latex/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — C++(静态类型)
54.3/55可控的文件大小 — 采样的 815 个源文件中有 11 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes919,975
source_files_sampled815
oversized_source_files11

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
api_schema_files

关键数据

53GitHub 星标
7贡献者
116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)
6开放议题
软件包生态系统数

更多细节

Star 与 Fork 历史 53 ★ / 36 ⇿
53Star
36Fork
7发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

0102030405060533532021-112024-012026-03
主版本 0次版本 2修订 5

每个点涵盖 5 天。

OpenSSF Scorecard 5.0 / 10
5.0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 · 2026-07-22 07:09 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-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
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update 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
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 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
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 5125,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C": 1926,
        "C++": 2910594,
        "CMake": 35085,
        "Shell": 24144,
        "Python": 26042,
        "Makefile": 2703,
        "PowerShell": 5131
      },
      "pushed_at": "2026-07-21T07:26:36Z",
      "created_at": "2021-11-11T07:12:51Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T06:04:44Z",
      "description": "C++ SDK for Milvus",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++"
      ]
    },
    "owner": {
      "blog": "https://milvus.io/",
      "name": "The Milvus Project",
      "type": "Organization",
      "login": "milvus-io",
      "company": null,
      "location": "San Francisco",
      "followers": 1251,
      "avatar_url": "https://avatars.githubusercontent.com/u/51735404?v=4",
      "created_at": "2019-06-12T06:10:40Z",
      "is_verified": null,
      "public_repos": 68,
      "account_age_days": 2597
    },
    "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": "v2.6.4",
          "kind": "patch",
          "published_at": "2026-06-17T11:06:15Z"
        },
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2026-06-17T11:07:11Z"
        },
        {
          "tag": "v2.6.3",
          "kind": "patch",
          "published_at": "2026-05-15T08:17:26Z"
        },
        {
          "tag": "v2.6.2",
          "kind": "patch",
          "published_at": "2026-04-14T10:57:40Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2026-01-21T02:25:44Z"
        },
        {
          "tag": "v2.5.4",
          "kind": "patch",
          "published_at": "2026-01-21T02:23:49Z"
        },
        {
          "tag": "v2.5.3",
          "kind": "patch",
          "published_at": "2026-04-14T02:43:10Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2026-04-14T02:43:21Z"
        },
        {
          "tag": "v2.5.2",
          "kind": "patch",
          "published_at": "2025-12-04T06:24:42Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2025-11-21T08:49:09Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2025-11-12T06:51:07Z"
        },
        {
          "tag": "v2.4.1",
          "kind": "patch",
          "published_at": "2025-11-11T10:58:45Z"
        },
        {
          "tag": "v2.4.0",
          "kind": "minor",
          "published_at": "2025-09-19T04:02:34Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9a755ffea98d36bf7e15b5ee44f188a807dc6001",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support nullable vector (#544)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-17T06:04:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "316bdd1c35ef29561b17bcf47f09f1ead93c7fc9",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support search by id (#542)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-16T06:58:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac5d05455977e967b86e32d200afc6087fd7ba9d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support OrderBy for search/query (#541)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-15T09:58:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6cb52929125ce2590cf2387d234c4801398da7aa",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support CommitImport/AbortImport for BulkImport (#539)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-15T02:14:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07a1cde171608adc1d3754493cd49f3808c88a8c",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support minhash function (#540)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-15T02:12:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7439bbaf9468b0fedb2c65e64bc05214c0aaa4c5",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support aggregation for search() (#537)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-14T09:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a405337ffa347b2145238993391e45ebb0c264e",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add MilvusClientV2Session (#536)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-13T08:42:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f12b0c19f02c58fcec546d97efd8c917e5868b44",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Avoid conflict with system-installed nlohmann (#534)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-07-10T07:42:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b56bfb522710f3cf2ca0de4fb6e14fe0698e0ee0",
          "body": "…aces (#531)\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support AddFunctionField/DropCollectionField/DropFunctionField interf…",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-30T02:46:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6d4979e618413e6e88830d436bc82935f79f92b",
          "body": "…e (#530)\n\nwith other SDKs\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Align CreateRoleRequest/CreateUserRequest/SearchResponse/QueryRespons…",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-26T10:16:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fe645529724919b4583c8993d66e40e1e08f3da",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add DumpMessages/AlterRole/UpdateUser interfaces (#527)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-25T03:40:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0af110f1457089bb4c815c65b09c39f8a245b64b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support Highlighter for Search (#525)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-23T08:20:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbf66fcae533f0633909ba9b71fa2c25f908a883",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v3.0.0 (#522)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-17T11:00:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a4d9b0189460b12787b43ecca1f3bd4c4488248",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Update README (#520)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-17T09:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baa9455ca2ee9f10630c8827d900c96bc66547f9",
          "body": "…T8_VECTOR (#518)\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Struct field supports BINARY_VECTOR/FLOAT16_VECTOR/BFLOAT16_VECTOR/IN…",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-17T06:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69a0b657dccde72e5ba409b1ea77f43977f97ac3",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add ExternalCollection interfaces (#517)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-15T11:36:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c98669ae3763e64a99b89bf706a57dfd4256e87",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add Snapshot example (#516)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-12T02:06:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d95dbf245708ce977b7ba3dab337c404c31eb53",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support snapshot interfaces (#515)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-11T02:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d14e6b7e7ba9495f0538f08e61a891bc2978057",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Adjust cleanup workflow (#512)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-09T06:22:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cccf4a45a2d4e0f4d07020ff8bf00555860fa8a1",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Cancel workflows when pr is force merged/closed (#508)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-08T10:44:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6ff5a73d1f2268e32b59e542b24ace86384d31a",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Expose CPPSTD configuration (#505)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-05T06:08:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54a0b5e8d16b732f95ef62d2c09d1a188a5bbbc7",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Align GetLoadState/LoadCollection/LoadPartitions with PyMilvus (#503)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-04T03:46:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89b654fa66b427ca630c6d96ed9682f237bf41af",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add GetReplicateInfo interface (#501)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-01T10:16:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f58b5cfab10c1e851ae0438bd65ddb9979ec3c8",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add flushAll/getFlushAllState (#500)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-06-01T02:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9951e7f046b7c7b9a731faf19abed8cedb65c6f3",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Adjust workflows (#497)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-28T03:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e8dfd2c37f34a12f861025e38e25067675d673b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add GetReplicateConfiguration/UpdateReplicateConfiguration (#492)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-26T02:20:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b724513be1e010eb956ddaa308f04063c6459052",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add workflow to notify conanfiles for new release tag (#491)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-21T10:14:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "664897332490c5bdeeb2bdce3285026d2fdbebd9",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add workflow for auto-release (#489)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-21T07:20:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff5182b8b06138bf72b68e00b35e0d51105b744e",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Updated the Windows verifier for release workflow (#486)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-21T04:48:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "318a784121772307359f488d1a7a7f85a34fed0d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix bug for ubuntu24/windows release workflow (#484)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-14T10:50:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43fad02cea2f29689ffad697b0ebd7f2479e083a",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Set timeout for release workflow (#482)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-13T07:48:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "652c14eea5460f9c15111b55517b6efe00a7cede",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Manually trigger release workflow (#480)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-11T09:50:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19438015e0b18826ea611b8b4d955143c5fba2db",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Update github workflow to reduce resource occupy (#478)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-07T02:48:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c2f2338d9606a95df11863cfa988281a264b9f3",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.6.3 (#476)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-06T07:28:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e60662995fa010ac17b3e9d03e51c932c1b0783",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add RefreshLoad/Optimize interface (#474)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-05-06T04:12:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e249f4693ad05166aaacfdf9d6b49df0e642d124",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add BatchDescribeCollections/DescribeReplicas interfaces (#472)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-28T09:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed8bb404d7ac20de85d29621fb91f4bb35df84f6",
          "body": "…on (#470)\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add AddCollectionFuntion/AlterCollectionFunction/DropCollectionFuncti…",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-28T02:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be9f009839c70b7ad7b1b1ad68936fdde0cb37bc",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Remove macos-14 from ci (#468)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-24T07:53:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "005af48906c36a907d02f9269b528ff30ee4e718",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix package workflow (#466)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-24T02:15:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44cfd386b4310bbfd2658f95ccb38d4f5b7f1f35",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Run ci on macos-15 (#464)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-22T09:01:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac19a6adbd16d9e48087b2e1875731ec9a80dacf",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Update test script (#462)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-16T02:07:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acf8dacf9196f804e93e11c23c059ef6c35f889d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Update doc (#460)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-15T04:31:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "912ef8cc2d855ee1764381a8a6b0dcd15eb186ae",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix a bug of DropIndex (#459)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-14T10:51:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c36feab21ad9f95c4b3b77d5517673ea2b12f7d5",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.6.2 (#456)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-14T02:09:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa417caa738e7fd07fc8f7ee5b5ce7c0a7179260",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add AISAQ and RTREE index type (#454)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-13T06:49:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20903e2ee92347d47a565e4fc923cda10312b82e",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add test cases (#452)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-10T03:27:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6539592671bc10084474b9b3b185755b434eba7a",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add integration test cases (#449)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-04-01T10:11:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce7e973ade2b6299be6eea309a4af8fa954b0786",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Use milvus docker container for integration test (#443)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-03-19T09:17:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0b3cd7012b9a8cfcfbcc7fd2dc21003c1a40b3b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix some potential performance defects (#445)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-03-18T05:53:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0f623306c817110329cbc511f713efb965a5d9c",
          "body": "- Reduce keepalive_time_ms default from 55s to 10s for faster dead\n  connection detection\n- Reduce keepalive_timeout_ms default from 20s to 5s\n- Enable keepalive_without_calls by default\n- Add unit tests for keepalive defaults and setters/builders\n\nSigned-off-by: Ren Haofeng <haofeng.ren@zilliz.com>\nSigned-off-by: haorenfsa <haorenfsa@gmail.com>\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: set grpc keepalive interval to 10s with 5s timeout (#444)",
          "author_name": "shaoyue",
          "author_login": "haorenfsa",
          "committed_at": "2026-02-13T03:54:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c69f158d70ea2c1808fd92792b8ab2649a7ab45c",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Use conan to manage dependencies (#441)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-29T08:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d6c3b156a1d7ce3b8fa69fbabd0a87d5b7b534e",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.6.1 (#437)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-20T11:01:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64b2a5a5c97e7e04bb5732caf88f90a69b049bcc",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Compatible with zilliz cloud instance, connect with uri (#433)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-20T02:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68147ec74b2dd5980503951d5bd71c1cc282cda4",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support Get() (#430)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-12T02:59:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51ebb64708ee44534bb94a527486b6429af7f399",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add multi-vector methods for SearchRequest (#427)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-08T06:47:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b8725aa352ab69979de4b5401c30d3f7a8fe38",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support partial update (#425)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-07T06:09:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2e66169e83b03e5b6320af4c7c188892898a479",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Refine code (#423)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-06T09:31:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e3e7bfd61a24b9529f39ac6742ff3c555a8be8b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Rewrite binary vector example (#422)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2026-01-04T02:37:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6f74ef3667309c1ee8d139e217170986d6141cf",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Update doc (#419)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-30T11:05:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c58157b3fdfeb1cf03ab2b4e90749baf3a4f56c",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Refine code (#416)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-30T10:45:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "850d9eaa126d6a335614ecff5322773b9ee96ab9",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "typo (#411)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-29T08:35:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "699212594ed2691c3ef21d4ff2212c79323d6fa4",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Make version by git command (#409)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-29T08:07:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0cb3780cb5a766ebd19a06c7bcec26b753b2b81",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add doc (#407)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-29T05:09:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51bb43b5d646ebf9dee103b180eeefce6212f420",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.6.0 (#403)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-22T06:13:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "753d2534f1fd3a95458a783d6befae173b6ebe1c",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "CreateCollection with indexes (#400)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-22T06:03:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4d1a0ace24f5785b60343d81909363192459da3",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Suport Geometry/Timestamptz field (#397)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-19T02:05:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b442de1eb638eb81868dc52646561909b7b3e853",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Use macOS 14 for CI (#395)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-18T08:11:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa460a6dbe3a0c5f577ab04372ee9ce8ee084d33",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support struct field (#389)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-17T09:17:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671edc6eeef7ebcd0e38da3a8375d434d43db28c",
          "body": "Co-authored-by: Mergify <37929162+mergify[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci(mergify): upgrade configuration to current format (#390)",
          "author_name": "mergify[bot]",
          "author_login": "mergify[bot]",
          "committed_at": "2025-12-17T05:25:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cb79b746f2cd94bf48ebeb46bbfefc64858b073",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support reranker for Search() (#387)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-08T07:59:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff4b76e262e094161bb2b3e9bf12bea52ecf5385",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support AddCollectionField (#384)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-04T11:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "799c075757376293630b3e41c99d71fd5d8baeb0",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support int8 vector (#381)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-04T07:43:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7de47b48d739d48cd892a92eab706d57b3e0e6fa",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Add MilvusClientV2 examples (#378)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-04T05:51:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bd8182cb06e45f614edfb44857eb93a13424993",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "MilvusClientV2 for clean/expandable interfaces (#373)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-12-04T02:05:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe2a0fb2ed37fb28d93c44a507cb275a57153f8f",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support filter template for Query/Search (#371)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-25T02:09:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84189456be5af9d9009614b5d37e42f8888c1321",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.5.1 (#368)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-21T08:29:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66a55de11c4bfac6c9c67321b49035f8e78a8710",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support RunAnalyzer() (#367)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-14T09:39:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "461d11526179cae967e9c5ca523180b2aa7143d2",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.5.0 (#365)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-12T02:35:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6e4aa40e7bf7f50625d2418f42afea1fb8160fe",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "SearchIteratorV2 (#360)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-11T10:15:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08ab1df44f187a809159a47cb5e0a033b7beeafd",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.4.1 (#362)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-11T08:59:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffbe20e8810d92f366ea8c5f52d6ec6e4ed4162b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Code coverage ignore thirdparties (#358)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-03T05:45:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "563589748317c84fe34cffe84177a4713fbe6ffa",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix typo (#356)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-29T02:10:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ead2a71ac4026aec47e56ea93eb4bb045dcc55d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support group_size and strict_group_size (#354)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-28T09:30:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41d7063adc290713883e8fabfc650a0ffbed66a3",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support nullable and default value (#351)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-28T02:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a0bd9f14e4392dca952e6dfa05158306a39b8b5",
          "body": "- Fix a bug that dynamic fields are missed for row-based insert/upsert\n- Allow to insert dynamic fields for column-based insert/upsert\n- Fix a bug that all dynamic fields are displayed for search/query even if the output_fields only contain some of them\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix some bugs of dynamic fields: (#348)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-22T02:14:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af6a3c4b77cf0e1a3b490c62c55953a388c8bd1f",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support clustering key (#345)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-16T06:55:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1d2e68e2a49b2299bc7e147465eb6b1331ded83",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support partition key (#340) (#343)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-15T04:51:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "470ccac693137945d6f85f9212be6f59ee00c49d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Support text match and BM25 full text match (#338) (#341)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-10-15T02:03:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c4e11378d334b40bf3e743b3caa1ef14b7b0d9",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Prepare for v2.4.0 (#336)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-19T03:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c70f46c94417bb4f3eb31a39c2b4697b2cdd9e15",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Put cpp-httplib to internal (#334)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-19T02:57:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa0c0becafd26bdfb736132e0cf51738607bd18b",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Show grpc lib path (#333)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-18T03:19:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a7a6b15e0dbdaf7478344c70be7e64f0eed4cfe",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Simplify the project (#330) (#332)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-18T03:07:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f08b5f7804e30972ab16aa68c9cdb7f8627113e",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "QueryIterator and SearchIterator (#329)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-16T07:55:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f50888a8ed9902d2ee965e8453a643b525a12327",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Optional to build with external gRPC lib (#326)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-09-02T02:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5e83b52106b3e5b73371c9e3860340901ac3ed4",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "RBAC interfaces (#324)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-08-29T08:03:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42806898bcbac9ae9f9e83a13ac709b492494d0d",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Resource group interfaces (#322)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-08-27T11:11:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baa4fb1bb38df606c8a6069afa28af97d422afd7",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Fix a bug of make install (#320)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-08-26T07:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff9ea855f2fe1e8461f87adf2b311b4ec4fe7746",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "AlterIndexProperties/DropIndexProperties (#319)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-08-25T09:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0217f797f17a179f2c19b6773c8ce65af2081c61",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "AlterCollection/AlterCollectionField/CurrentUsedDatabase (#315) (#316)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-08-25T02:53:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8228a30fc0940cac729fc2252106ac0c36b99fd",
          "body": "Signed-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "Merge 2.4 branch into master branch",
          "author_name": "yhmo",
          "author_login": "yhmo",
          "committed_at": "2025-08-21T10:34:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 13,
      "commits_last_year": 116,
      "latest_release_at": "2026-06-17T11:06:15Z",
      "latest_release_tag": "v2.6.4",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 37,
      "days_since_latest_release": 34,
      "mean_days_between_releases": 23.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 36,
      "stars": 53,
      "watchers": 8,
      "fork_history": {
        "days": [
          {
            "date": "2021-11-11",
            "count": 1
          },
          {
            "date": "2021-11-12",
            "count": 1
          },
          {
            "date": "2021-11-16",
            "count": 1
          },
          {
            "date": "2022-03-22",
            "count": 1
          },
          {
            "date": "2022-06-07",
            "count": 1
          },
          {
            "date": "2022-09-18",
            "count": 1
          },
          {
            "date": "2022-12-05",
            "count": 1
          },
          {
            "date": "2023-02-08",
            "count": 1
          },
          {
            "date": "2023-04-25",
            "count": 1
          },
          {
            "date": "2023-06-14",
            "count": 1
          },
          {
            "date": "2023-11-21",
            "count": 1
          },
          {
            "date": "2023-12-13",
            "count": 1
          },
          {
            "date": "2024-01-25",
            "count": 1
          },
          {
            "date": "2024-01-31",
            "count": 1
          },
          {
            "date": "2024-02-27",
            "count": 1
          },
          {
            "date": "2024-04-10",
            "count": 1
          },
          {
            "date": "2024-04-16",
            "count": 1
          },
          {
            "date": "2024-04-24",
            "count": 1
          },
          {
            "date": "2024-05-30",
            "count": 1
          },
          {
            "date": "2024-06-12",
            "count": 1
          },
          {
            "date": "2024-12-05",
            "count": 1
          },
          {
            "date": "2024-12-16",
            "count": 1
          },
          {
            "date": "2025-02-24",
            "count": 1
          },
          {
            "date": "2025-04-20",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 1
          },
          {
            "date": "2025-06-13",
            "count": 1
          },
          {
            "date": "2025-08-21",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-09-11",
            "count": 1
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 1
          },
          {
            "date": "2025-12-30",
            "count": 1
          },
          {
            "date": "2026-02-12",
            "count": 1
          },
          {
            "date": "2026-02-24",
            "count": 1
          },
          {
            "date": "2026-03-25",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 35,
        "total_forks": 36
      },
      "star_history": {
        "days": [
          {
            "date": "2021-11-11",
            "count": 1
          },
          {
            "date": "2021-11-23",
            "count": 1
          },
          {
            "date": "2021-11-24",
            "count": 1
          },
          {
            "date": "2021-12-02",
            "count": 1
          },
          {
            "date": "2022-03-01",
            "count": 1
          },
          {
            "date": "2022-03-17",
            "count": 1
          },
          {
            "date": "2022-03-22",
            "count": 1
          },
          {
            "date": "2022-04-14",
            "count": 1
          },
          {
            "date": "2022-04-25",
            "count": 1
          },
          {
            "date": "2022-04-27",
            "count": 1
          },
          {
            "date": "2022-04-28",
            "count": 1
          },
          {
            "date": "2022-05-15",
            "count": 1
          },
          {
            "date": "2022-05-21",
            "count": 1
          },
          {
            "date": "2022-06-14",
            "count": 1
          },
          {
            "date": "2022-06-21",
            "count": 1
          },
          {
            "date": "2022-10-24",
            "count": 1
          },
          {
            "date": "2022-12-05",
            "count": 1
          },
          {
            "date": "2023-03-13",
            "count": 1
          },
          {
            "date": "2023-05-16",
            "count": 1
          },
          {
            "date": "2023-05-18",
            "count": 1
          },
          {
            "date": "2023-06-14",
            "count": 1
          },
          {
            "date": "2023-06-21",
            "count": 1
          },
          {
            "date": "2023-07-08",
            "count": 1
          },
          {
            "date": "2023-08-18",
            "count": 1
          },
          {
            "date": "2023-10-01",
            "count": 1
          },
          {
            "date": "2023-10-26",
            "count": 1
          },
          {
            "date": "2024-01-10",
            "count": 1
          },
          {
            "date": "2024-02-23",
            "count": 1
          },
          {
            "date": "2024-04-08",
            "count": 1
          },
          {
            "date": "2024-05-10",
            "count": 1
          },
          {
            "date": "2024-05-15",
            "count": 1
          },
          {
            "date": "2024-05-26",
            "count": 1
          },
          {
            "date": "2024-07-11",
            "count": 1
          },
          {
            "date": "2024-07-23",
            "count": 1
          },
          {
            "date": "2024-08-13",
            "count": 1
          },
          {
            "date": "2024-10-08",
            "count": 1
          },
          {
            "date": "2024-10-22",
            "count": 1
          },
          {
            "date": "2024-11-14",
            "count": 1
          },
          {
            "date": "2024-11-15",
            "count": 1
          },
          {
            "date": "2024-12-28",
            "count": 1
          },
          {
            "date": "2025-02-24",
            "count": 1
          },
          {
            "date": "2025-05-12",
            "count": 1
          },
          {
            "date": "2025-07-10",
            "count": 1
          },
          {
            "date": "2025-08-21",
            "count": 1
          },
          {
            "date": "2025-08-29",
            "count": 1
          },
          {
            "date": "2025-09-11",
            "count": 1
          },
          {
            "date": "2025-09-28",
            "count": 1
          },
          {
            "date": "2025-11-12",
            "count": 1
          },
          {
            "date": "2025-11-18",
            "count": 1
          },
          {
            "date": "2025-12-05",
            "count": 1
          },
          {
            "date": "2025-12-18",
            "count": 1
          },
          {
            "date": "2026-03-12",
            "count": 1
          },
          {
            "date": "2026-04-02",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 53,
        "total_stars": 53
      },
      "open_issues_and_prs": 7
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "doc/latex/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 919975,
      "source_files_sampled": 815,
      "oversized_source_files": 11,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 390,
        "open_issues": 6,
        "closed_ratio": 0.951,
        "closed_issues": 116,
        "closed_unmerged_prs": 33
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "yhmo",
          "commits": 159,
          "avatar_url": "https://avatars.githubusercontent.com/u/2282099?v=4"
        },
        {
          "type": "User",
          "login": "matrixji",
          "commits": 97,
          "avatar_url": "https://avatars.githubusercontent.com/u/183388?v=4"
        },
        {
          "type": "User",
          "login": "ArkaprabhaChakraborty",
          "commits": 12,
          "avatar_url": "https://avatars.githubusercontent.com/u/58482073?v=4"
        },
        {
          "type": "User",
          "login": "xiaofan-luan",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/83447078?v=4"
        },
        {
          "type": "User",
          "login": "hezheSt",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/86874975?v=4"
        },
        {
          "type": "User",
          "login": "criminact",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/29945363?v=4"
        },
        {
          "type": "User",
          "login": "haorenfsa",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/15938850?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.58
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "cleanup-pr-caches.yaml",
        "draft-release.yaml",
        "main.yaml",
        "notify-conanfiles.yaml",
        "release.yaml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 7 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9a755ffea98d36bf7e15b5ee44f188a807dc6001",
        "ran_at": "2026-07-22T07:09:11Z",
        "aggregate_score": 5,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-21T04:23:05Z",
      "oldest_open_prs": [
        {
          "number": 546,
          "created_at": "2026-07-17T10:05:40Z",
          "last_comment_at": "2026-07-21T03:13:29Z",
          "last_comment_author": "mergify"
        }
      ],
      "last_merged_pr_at": "2026-07-21T07:26:36Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 176,
          "created_at": "2022-04-20T02:04:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 177,
          "created_at": "2022-04-21T09:23:00Z",
          "last_comment_at": "2022-04-25T07:06:29Z",
          "last_comment_author": "matrixji"
        },
        {
          "number": 218,
          "created_at": "2023-03-08T00:04:30Z",
          "last_comment_at": "2023-03-08T06:29:25Z",
          "last_comment_author": "matrixji"
        },
        {
          "number": 258,
          "created_at": "2024-01-31T14:39:35Z",
          "last_comment_at": "2026-05-11T19:29:32Z",
          "last_comment_author": "kareem0088"
        },
        {
          "number": 261,
          "created_at": "2024-04-25T04:00:29Z",
          "last_comment_at": "2025-03-23T05:31:57Z",
          "last_comment_author": "xiaofan-luan"
        },
        {
          "number": 276,
          "created_at": "2025-04-21T14:04:03Z",
          "last_comment_at": "2025-04-21T19:50:10Z",
          "last_comment_author": "xiaofan-luan"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/milvus-io/milvus-sdk-cpp",
    "host": "github.com",
    "name": "milvus-sdk-cpp",
    "owner": "milvus-io"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 67,
      "inputs": {
        "security": 50,
        "vitality": 90,
        "community": 47,
        "governance": 68,
        "engineering": 71
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 90,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "commits_last_year": 116,
              "human_commit_share": 0.99,
              "days_since_last_push": 0,
              "active_weeks_last_year": 37
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "37/52 weeks with commits",
                "points": 25.6,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 37
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "116 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 116
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 13,
              "latest_release_tag": "v2.6.4",
              "releases_from_tags": false,
              "days_since_latest_release": 34,
              "mean_days_between_releases": 23.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "13 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 34 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 34
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~23.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 23.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 5,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 5 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 47,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "forks": 36,
              "stars": 53,
              "watchers": 8,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "53 stars",
                "points": 27.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 53
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "36 forks",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 36
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 68,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.58
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 58% of commits",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 58
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
              "merged_prs": 390,
              "open_issues": 6,
              "closed_issues": 116,
              "issue_closed_ratio": 0.951,
              "closed_unmerged_prs": 33
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "95% of issues closed",
                "points": 44.5,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 95
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "390/423 decided PRs merged",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 390,
                      "decided": 423
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "followers": 1251,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "milvus-io",
              "public_repos": 68,
              "account_age_days": 2597
            },
            "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": "1,251 followers of milvus-io",
                "points": 22.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1251,
                      "login": "milvus-io"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "68 public repos, account ~7 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 68
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "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": 71,
        "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": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "30 out of 30 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": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "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 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 9
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.949,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "94 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 94,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "doc/latex/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, doc/latex/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, doc/latex/Makefile"
                    }
                  }
                ],
                "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": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 919975,
              "source_files_sampled": 815,
              "oversized_source_files": 11
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "11/815 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 815,
                      "oversized": 11
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T07:09:32.111922Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/milvus-io/milvus-sdk-cpp.svg",
  "full_name": "milvus-io/milvus-sdk-cpp",
  "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 v1.13.0、模式 v0.26.0—— 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.