公开记录
软件健康报告模式 0.31.0 · 指标 2.5.0 · 2026-08-06 19:30 UTC

milvus-io / milvus-proto

Share Milvus proto files between Milvus repository and SDK repositories

Shell · Go · MakefileApache-2.0★ 49 星标⑂ 89 复刻始于 2022年2月在 GitHub 上查看 ↗
类型如何判定

milvus-io/milvus-proto 的健康指数为 100 分中的 78 分,处于「良好」区间。 其得分最高的类别是Vitality(90/100),最低的是AI Readiness(46/100)。 最近一次更新在今天。 近期的大部分工作由 8 位贡献者完成。

78
总分 / 100
良好

软件健康指数

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

78
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

加权总体分 67 经校准后在公布的指数量表上为 78(记录校准 2026-08-02)。

所有权

1,261 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。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/milvus-io/milvus-proto/v3v3.0.0-220 天前
Gogithub.com/milvus-io/milvus-proto/go-api/v3v3.0.0-220 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

90优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
28.4/36提交节奏 — 52 周中有 41 周有提交
18/18提交量 — 最近一年 100 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_year100
human_commit_share1
days_since_last_push0
active_weeks_last_year41

发布纪律

88优秀
评分方式
16.2/27有发布版本 — 50 个版本标签(无 GitHub 发布版本)
36/36发布时效 — 最近一次发布版本于 20 天前
27/27发布节奏 — 约每 12.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count50
latest_release_tagv3.0.0
releases_from_tags
days_since_latest_release20
mean_days_between_releases12.7
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

48薄弱 · 占总体的 17%
评分方式
27.3/60星标 — 49 个星标
16.2/25复刻 — 89 个复刻
3.9/15关注者 — 6 位关注者
所用输入
forks89
stars49
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

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
readme_badges0
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

可持续性与治理

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

84优秀 · 占总体的 23%
评分方式
54/54巴士系数 — 8 位贡献者贡献了半数提交
20.3/22.5提交分布 — 头号贡献者编写了 10% 的提交
13.5/13.5贡献者广度 — 46 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 6 contributing companies or organizations
所用输入
bus_factor8
contributors_sampled46
top_contributor_share0.099
评分方式
16.6/42议题解决 — 40% 的议题已关闭
26.9/30PR 接受 — 已裁定的 PR 中 476/531 已合并
10.4/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 4/5
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs476
open_issues69
closed_issues45
prs_merged_7d10
prs_decided_7d10
prs_merged_30d18
prs_decided_30d23
issue_closed_ratio0.395
closed_unmerged_prs55
first_time_authors_30d2
first_time_prs_merged_30d4
first_time_prs_decided_30d5
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 1,261 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
followers1,261
owner_typeOrganization
is_verified
owner_loginmilvus-io
public_repos68
account_age_days2,612
评分方式
25/25已发布且可解析 — go 上有 2 个软件包
35/35发布时效 — 最近一次发布于 20 天前
12/20版本历史 — 2 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgithub.com/milvus-io/milvus-proto/v3, github.com/milvus-io/milvus-proto/go-api/v3
ecosystemsgo
any_deprecated
min_days_since_publish20

工程质量

基础的工程与文档实践是否到位?

60中等 · 占总体的 19%

工程实践

66良好
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
30/30README
0/25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?

49薄弱 · 占总体的 16%

安全态势

47薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
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 6 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 — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 31 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.7
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。
评分方式
9.5/35直接依赖不含已知公告 — 1 个受影响:google.golang.org/grpc v1.46.0 (critical 9.1)
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
32.6/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理;最早一条发布于 1,015 天前
所用输入
sourceosv
advisories48
affected_packages4
assessed_packages7
unassessed_packages0
affected_by_severitycritical 1, high 2, moderate 1
direct_affected_packages1
已排除计分(无数据或不适用):间接依赖不含已知公告。 其余权重已重新归一化。 已将 7 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

46薄弱 · 占总体的 4%
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 — 100 次人类提交中有 100 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 10 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
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.1
toolchain_manifestsgo-api/go.mod, go.mod
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Shell,未配置类型检查
30/55可控的文件大小 — 采样的 11 个源文件中有 5 个超过 60KB
所用输入
primary_languageShell
largest_source_bytes1,335,786
source_files_sampled11
oversized_source_files5
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto
0/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_filesproto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto

关键数据

49GitHub 星标
46贡献者
100最近 12 个月提交数
0距最近推送天数
50发布版本数
8巴士系数(bus factor)
69开放议题
Go软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 89 ⇿
0Star
89Fork
46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。

0204060801008832022-022024-052026-07
主版本 0次版本 1修订 43

每个点涵盖 4 天。

OpenSSF Scorecard 4.7 / 10
4.7综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-08-06 19:29 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 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
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities31 existing vulnerabilities detected
直接依赖 2
注册表软件包版本约束清单文件
Gogoogle.golang.org/grpcv1.46.0go-api/go.mod
Gogoogle.golang.org/protobufv1.33.0go-api/go.mod
全部依赖 7

来自 GitHub 依赖图的完整解析依赖集合:2 个直接依赖与 5 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
Gogoogle.golang.org/grpcv1.46.0直接
Gogoogle.golang.org/protobufv1.33.0直接
Gogithub.com/golang/protobufv1.5.2间接
Gogolang.org/x/netv0.0.0-20201021035429-f5854403a974间接
Gogolang.org/x/sysv0.0.0-20210119212857-b64e53b001e4间接
Gogolang.org/x/textv0.3.3间接
Gogoogle.golang.org/genprotov0.0.0-20200526211855-cb27e3aa2013间接
依赖安全公告 4

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 7 个包,其中也包含从不交付的开发与测试版本固定:4 个存在已知公告,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
google.golang.org/grpcv1.46.0直接严重61.82.1
golang.org/x/netv0.0.0-20201021035429-f5854403a974间接3412.0.2
golang.org/x/textv0.3.3间接50.39.0
golang.org/x/sysv0.0.0-20210119212857-b64e53b001e4间接31.18.2

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "icon": {
      "bytes": 10057,
      "width": 256,
      "height": 256,
      "rejected": [],
      "collected": true,
      "media_type": "image/png",
      "source_url": "https://avatars.githubusercontent.com/u/51735404?v=4&s=256",
      "source_type": "avatar",
      "content_hash": "a4817cb7a4e066f1e14c4ae128e543244892c0eb558b5a647c2d570effc2f695",
      "candidates_considered": 1
    },
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 8337,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 4078,
        "CMake": 1230,
        "Shell": 5541,
        "Makefile": 1678
      },
      "pushed_at": "2026-08-06T08:40:13Z",
      "created_at": "2022-02-23T06:33:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-06T08:15:32Z",
      "description": "Share Milvus proto files between Milvus repository and SDK repositories",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Shell",
      "significant_languages": [
        "Shell",
        "Go",
        "Makefile"
      ]
    },
    "owner": {
      "blog": "https://milvus.io/",
      "name": "The Milvus Project",
      "type": "Organization",
      "login": "milvus-io",
      "company": null,
      "location": "San Francisco",
      "followers": 1261,
      "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": 2612
    },
    "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": "v3.0.0",
          "kind": "major",
          "published_at": "2026-07-17T06:39:02Z"
        },
        {
          "tag": "v3.0.0-beta",
          "kind": "prerelease",
          "published_at": "2026-04-27T11:33:19Z"
        },
        {
          "tag": "v2.6.22",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.21",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.20",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.19",
          "kind": "patch",
          "published_at": "2026-06-12T10:30:15Z"
        },
        {
          "tag": "v2.6.18",
          "kind": "patch",
          "published_at": "2026-05-14T12:20:06Z"
        },
        {
          "tag": "v2.6.17",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.16",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.15",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.14",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.13",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.12",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.11",
          "kind": "patch",
          "published_at": "2026-01-28T06:59:28Z"
        },
        {
          "tag": "v2.6.10",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.9",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.8",
          "kind": "patch",
          "published_at": "2025-12-24T03:45:13Z"
        },
        {
          "tag": "v2.6.7",
          "kind": "patch",
          "published_at": "2025-11-17T09:31:34Z"
        },
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      "recent_commits": [
        {
          "oid": "16b288837fbd736f0b8760674fe099dc921043f7",
          "body": "GetPartitionStatisticsRequest was missing the privilege_ext_obj\nannotation that its sibling GetCollectionStatisticsRequest already\ncarries. Because milvus's PrivilegeInterceptor treats a request with\nno privilege_ext annotation as \"no permission required\" and lets it\nthrough (fail-open), an authenti\n[…]\n without PrivilegeGetStatistics will now be\ndenied once milvus core bumps this proto.\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: add privilege_ext to GetPartitionStatisticsRequest for RBAC (#652)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-08-06T08:14:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "80c3763577dda79a621377f6c3fae2822918566d",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: preserve existing RLS proto contracts (#651)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-08-06T01:14:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "e994281e8de4556950e6f835f163c23c69c50917",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support element-null (#649)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-08-05T03:00:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "c45eae9e4268c8d5d8aac2bd4b61b902d10d7bae",
          "body": "…nscaled int64 (#650)\n\nSigned-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "doc: define canonical Decimal wire encoding as 8-byte little-endian u…",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-08-04T09:46:13Z",
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        },
        {
          "oid": "659295cc95a304b13c78efb4c8dbaab74bb6d66b",
          "body": "Binlog import (import option backup=true) and L0 import read Milvus's own\ninternal storage layout rather than a caller staging area, which is outside\nthe target collection's namespace. Add a cluster-level privilege so that\ncapability can be authorized separately from the collection-level Import\nprivilege.\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add PrivilegeImportBinlog object privilege (#643)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T06:38:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "3f6306acacc3ad46750ad34251efe73c6629f222",
          "body": "…tFile (#641)\n\nAdd a generic common.IDRange {begin, end} message and an optional\npre_allocated_auto_ids field on ImportFile. When set, an import\nmaterializes autoID primary keys from the given per-file range instead of\nallocating them locally, so the resulting primary keys are deterministic\nand know\n[…]\n the import; unset keeps the existing\nallocate-during-import behavior.\n\nissue: #642\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: add common.IDRange and a pre-allocated autoID range to Impor…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T05:24:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "48e24f4fb2b022de81f25565fe379430857172e1",
          "body": "#647 declared PushClientCommandRequest.ttl_seconds `optional` so a server could\napply a default to callers that omitted it while leaving an explicit 0 --\ndocumented as \"no expiry\" -- alone. That reasoning does not survive contact\nwith proto3 implicit presence, and the change costs source compatibili\n[…]\niles.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: revert ttl_seconds to a plain int64, keeping command_id (#648)",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T18:02:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "878676f4dd82666cb8cdb595f4fb4ebfb81982f5",
          "body": "…ed by id (#647)\n\nTwo fields the client-telemetry surface needs, found while auditing it in\nmilvus-io/milvus#51967.\n\n## optional ttl_seconds\n\nThe field is documented as \"0 = no expiry, >0 = auto-expire in seconds\", but a\nplain proto3 int64 cannot tell an omitted field from an explicit 0. That leaves\n[…]\ndded.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: give ttl_seconds presence and let telemetry replies be fetch…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T01:19:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a3828688f2770ff791b85debc595fd6238618c0",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: use dedicated privileges for RLS management (#645)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-29T10:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f7d27f3eb7fe02b8598806f01ea1b03f19b721e",
          "body": "* feat: add async snapshot export job APIs\n\nissue: #44358\n\nExportSnapshot currently returns only after provider-side copies finish,\nwhich prevents durable progress tracking and restart recovery.\n\nAdd the job-based export response and GetExportSnapshotState contract while\nretaining field 2 as depreca\n[…]\ned by a completed export bundle and remains zero before\ncompletion.\n\nValidation:\n- git diff --check\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add async snapshot export job APIs (#644)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-07-29T03:56:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "22b6017dd46a0ad4a0c774dd7302d99da315b029",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support recursively array schema (#640)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-07-28T08:48:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f95888a4df32707d2bf1b76c56efb7d5c81370ea",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add row-level security proto APIs (#628)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-27T09:18:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41abf2b28511609f29ccd151905d5928111a9227",
          "body": "* feat: add UUIDArray to IDs proto for type-safe UUID primary keys\n\nAdd UUIDArray message (repeated bytes, each element 16 bytes) and\nuuid_id = 3 to the IDs oneof so UUID primary keys have a dedicated\nfield instead of sharing StrId with VarChar keys.\n\nThis makes ParseIDs2PrimaryKeys type-safe withou\n[…]\nol25@users.noreply.github.com>\n\n---------\n\nSigned-off-by: Shreyas S Joshi <156504459+BlackPool25@users.noreply.github.com>\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUIDArray to IDs proto for type-safe UUID primary keys (#639)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-24T04:12:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd14a6584383e58d20f32f39d1a43890ec5771e0",
          "body": "Add UUID = 28 to the DataType enum for native UUID primary key\nsupport in Milvus. UUIDs are stored as 16-byte binary values.\n\n- proto/schema.proto: UUID = 28 added between Mol (27) and BinaryVector (100)\n- go-api/schemapb/schema.pb.go: DataType_UUID const, name map, and value map\n\nThe proto validate\n[…]\nssfully with:\n  python -m grpc_tools.protoc -I ./proto --python_out=. ./proto/schema.proto\n\nissue: milvus-io/milvus#50957\n\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUID field type to DataType enum (#636)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-19T03:12:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fb0d5bcf2e2ff4dff30683e5aa0f8991a20d011",
          "body": "Signed-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "feat: add Decimal DataType for fixed-point numeric fields (#630)",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-07-13T19:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7efdf25099dd41c8215f47b7a6525aa0e22eea32",
          "body": "… (#632)\n\nproto3 forbids raw binary in a string field (UTF-8 enforced), so a client\npre-built membership-filter blob (bloom/roaring/bitset) currently has to be\nbase64-encoded onto string_val (~33% inflation). Add a bytes bytes_val = 6\nvariant to the TemplateValue oneof so such blobs travel as raw bytes.\n\nSigned-off-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add bytes_val to TemplateValue for raw binary expression params…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-07-12T21:23:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1aa0f3b3f5b6a073ac8186ca0db15b2a7dc618a3",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add namespace APIs (#626)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-07-01T11:20:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa142bbae2e03e20277d807af6218590d8da9e40",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm task api (#624)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-30T12:04:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f36c2a6b3279bceb2cafd376b03e4e00490cdcfe",
          "body": "* add Date and Time Datatype\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n* updated go-api\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n---------\n\nSigned-off-by: Ilya <qubelord777@gmail.com>",
          "is_bot": false,
          "headline": "add Date and Time Datatype (#621)",
          "author_name": "Eelyousha",
          "author_login": "Eelyousha",
          "committed_at": "2026-06-30T08:44:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0912ffa3f8efe9cd45ed836b58734d82370c7f57",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm api (#622)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-29T09:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7262f8042a558016722cced7800ee2acd37f47fa",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Add chain api proto (#620)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-06-25T07:56:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e378dbfa23a2abc16378e8c7e525754c48d82e4b",
          "body": "Signed-off-by: alohaha22 <shawn.work1229@outlook.com>",
          "is_bot": false,
          "headline": "Add inclusive start option to DumpMessages (#616)",
          "author_name": "alohaha22",
          "author_login": "alohaha22",
          "committed_at": "2026-06-15T06:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d04ae0302d3201bae6552804f561ce19e7fa3e41",
          "body": "issue: #613\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add predicate payload to DeleteRequest (#613) (#614)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-06-15T03:18:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43795e8f8f6eac62d673592f9ad28ea6ea3acdad",
          "body": "Summary:\n- Add role descriptions and the AlterRole RPC contract.\n- Add MsgType_AlterRole and regenerate Go bindings.\n\nRationale:\n- Role descriptions need a single proto field for create, read, and edit paths.\n- AlterRole uses role_name as the locator and description as the only mutable role field.\n\n\n[…]\npi && go build ./... > /tmp/build.log 2>&1; echo exit=0\n- cd go-api && gofmt -l .\n- rg generated GetDescription getters and MsgType_AlterRole\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add AlterRole proto (#611)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T10:06:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2dd6aa4596bc198b66f7c56d9763d1758032623b",
          "body": "Summary:\n- Add description fields to credential create/update requests and user results.\n- Regenerate the Go API binding for the milvus proto schema.\n\nRationale:\n- Request description fields are proto3 optional so callers can distinguish omitted values from an explicit empty string.\n- UserResult exp\n[…]\n(exit=0)\n- cd go-api && go build ./... > /tmp/build.log 2>&1; echo exit=$? (exit=0)\n- gofmt -l go-api\n- rg generated GetDescription accessors\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat(rbac): add credential user descriptions (#610)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T09:56:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8daa6dc555e6a42c3c5b83cf6386e94bd783481c",
          "body": "* Remove index_status from AlterCollectionSchemaResponse\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n* Add drop function output fields flag\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n---------\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "Update AlterCollectionSchema drop proto fields (#608)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-06-11T03:34:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e90ee63ad3fceea966ff1a051db5b4e4deec76b6",
          "body": "* feat: add external snapshot restore proto\n\nAdd the RestoreExternalSnapshot service API and request/response messages.\n\nDefine a dedicated RestoreExternalSnapshot privilege for global restore authorization.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n* feat: add snapshot foreign storage API field\n[…]\nttings.\n\nValidation:\n\n- git diff --check\n\n- rg old snapshot storage field names in proto and go-api\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add snapshot export and external restore APIs (#612)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-06-08T07:14:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "489331a5a41f5bf733f09a147b99fc9420b4f881",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "Add namespace field in DeleteRequest (#606)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-05-26T09:38:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "551b5154e14318a76761fdeaf2ce1c2ccf781892",
          "body": "Add a per-level search_size field so search aggregation can request a larger candidate bucket budget without changing returned bucket size.\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation search size (#600)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-05-15T06:14:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9b60a053353ff0ab6ec9b8bdb8d2ac5ef4292795",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "add AddCollectionStructField API (#602)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-05-14T12:18:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6a2887cfded61a9cc4b8b3e8bc541cf3e706b1a",
          "body": "Allow PR automation to match numeric release branches like 3.0 instead\nof only 2.x.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support x.y version branches in Mergify rules (#597)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-05-06T12:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b77584c71047f3360c6e48b307ad96aedbb17d",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add external spec to refresh job info (#595)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-05-06T06:44:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9f705f3cc7fa4525db53d0cca8950d87fb231c9",
          "body": "Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump package go-api/v2 to go-api/v3 (#592)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-04-28T09:23:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35123cf8e6bf46f5b7a76a0a02303b9ec9294899",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation proto contracts (#48971) (#589)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-24T09:45:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "440b7668b9e384fbb160ba33120b2e6c8dcb6795",
          "body": "…587)\n\nRename Extension.ReportRefused to a more general ReportAction(..., action\nstring), so additional out-of-band audit events (e.g. restful-return) can be\ndispatched through the same entry point without further expanding the\nExtension interface.\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: generalize hook Extension.ReportRefused into ReportAction (#…",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-04-24T08:35:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "04b6d9ff464428b8a1bc45e15d6af0010a9f00e6",
          "body": "issue: #49241\n\nIntroduce FieldPartialUpdateOp and attach it to UpsertRequest.field_ops\nso upsert requests can carry field-level partial-update directives.\nFieldData remains a pure data carrier to avoid leaking op semantics\ninto InsertRequest / QueryResults / SearchResultData / msgstream paths\nand to\n[…]\nejected by\nthe server.\n\nproto3 unknown-field semantics keep the change backward compatible:\nolder servers simply ignore field_ops and fall back to REPLACE.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add FieldPartialUpdateOp for Array field partial update ops (#586)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-04-22T10:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07e91f18b271b2aeb5ac8f973c8369ccc0f02dc2",
          "body": "Extend DropRequest oneof identifier with function_name field,\nenabling drop function with cascade deletion of output fields.\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add function_name to AlterCollectionSchema DropRequest (#583)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-04-22T03:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28760e7d66edf6513199deca6547298a9cca4cb7",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support null for struct (#578)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-04-20T04:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08c2505b8be198f2feeb744badccc99cf57e88f4",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: change order_by values to group by values (#582)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-13T07:45:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53649783989c45dcc7907f337d9f6cb34ca3fd94",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd Pin/Unpin snapshot data RPCs to protect snapshot-referenced data\nfrom GC during restore operations. Pin returns a unique pin_id for\nlater Unpin. Includes optional TTL support and Global-level RBAC\nprivileges (PrivilegePinSnapshotData=87, PrivilegeUnpinSnapshotData=88).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add PinSnapshotData and UnpinSnapshotData APIs (#576)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-23T08:15:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe1b25e57c40e2faf4fc55cfda213dfbcb59ef49",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd compaction_protection_seconds field to CreateSnapshotRequest,\nallowing users to specify a duration during which snapshot-referenced\nsegments are protected from compaction.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add compaction_protection_seconds to CreateSnapshotRequest (#574)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-12T11:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6191ed80e3b7733d4fc2a2fa62c0444583349c1",
          "body": "issue: milvus-io/milvus#44358\n\n- Change snapshot privilege object_type from Global to Collection\n- Add db_name and collection_name fields to DropSnapshotRequest\n  and DescribeSnapshotRequest for collection-level authorization\n- Add target_db_name and target_collection_name to\n  RestoreSnapshotRequest for cross-collection restore support\n- Remove privilege check from GetRestoreSnapshotStateRequest\n  since it only queries job status by job_id\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bind snapshot lifecycle to collection scope (#573)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-09T10:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b5776d31f2b1dc1591e4fa6229e0840b674d031",
          "body": "…568)\n\nAdd proto definitions for data salvage feature in force failover:\n\n1. Add salvage_checkpoint to GetReplicateInfoResponse\n   - Captured during force promote\n   - Represents the last synced position from the old primary\n   - Used by data salvage tools to determine starting position\n\n2. Add Dump\n[…]\ndd DumpMessages RPC to MilvusService\n   - Streaming RPC for dumping WAL messages\n   - Typically used after force failover to recover unsync'd messages\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add DumpMessages API and salvage_checkpoint for data salvage (#…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-03-09T06:35:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e7e54d966ef2b203b9e3d8ee7439212e1a097b29",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "Support element-level for Query (#572)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-03-04T06:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c299650f7e5a2b66777ed4948dcd54d5547dbd",
          "body": "…#557)\n\nissue: #45881\n\nThis commit adds proto definitions for refreshing external table data:\n\n- Add RefreshExternalTable RPC to trigger async refresh job\n- Add GetRefreshExternalTableProgress RPC to query job progress\n- Add ListRefreshExternalTableJobs RPC to list refresh jobs\n- Add RefreshExternal\n[…]\non is async and returns a job_id for tracking.\nJobs support progress monitoring (0-100%) and state transitions\n(Pending -> InProgress -> Completed/Failed).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add RefreshExternalTable APIs for external collection support (…",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-02-02T03:52:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "046ced892c8bbd3f3fb3bc61ecc15ce41aadcb8c",
          "body": "Add proto definitions for GetReplicateConfiguration API:\n- Add PrivilegeGetReplicateConfiguration enum (value 85) to ObjectPrivilege\n- Add GetReplicateConfiguration RPC to MilvusService\n- Add GetReplicateConfigurationRequest message with privilege extension\n- Add GetReplicateConfigurationResponse me\n[…]\naude.ai/code)\nvia [Happy](https://happy.engineering)\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Happy <yesreply@happy.engineering>",
          "is_bot": false,
          "headline": "feat: add GetReplicateConfiguration API (#566)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-29T06:59:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a0650dea8ecf2c70b5f1661a9247a7887ce83bc",
          "body": "Add proto definitions for client telemetry feature that enables:\n        - Client heartbeat for status reporting and command delivery\n        - GetClientTelemetry for querying connected clients and metrics\n        - PushClientCommand for sending commands to specific clients\n        - DeleteClientCom\n[…]\ns, OperationMetrics for operation statistics\n        - ClientCommand, CommandReply for command framework\n        - ErrorDetail for error reporting\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add client telemetry API for real-time client monitoring (#564)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-01-23T15:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b8e77d12475f384e123bc879f41a0d622bc1d37",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Support force failover (#560)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-23T07:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a8317d1c64b51b1fe7e349bd2dbc4225868ed51",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: support search order by(#562) (#563)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-01-20T04:01:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3452b3ee94242fcae14e6f617a89ab3b91a55b17",
          "body": "* feat: add MOL data type support\n\n- Add DataType::Mol (27) in DataType enum\n- Add MolArray message for storing processed MOL data (pickle format)\n- Add MolSmilesArray message for storing user input SMILES strings\n- Add mol_data and mol_smiles_data fields in ScalarField message\n- Update generated Go\n[…]\n\n- This enables molecular fingerprint generation function support\n- Related to MOL data type implementation\n\nSigned-off-by: xiejh <862103595@qq.com>\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "feat: add MOL data type support (#554)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2026-01-16T08:59:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7feeb806088e6e6671596411d68ac3b6e1de0c9",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Highlight add score data (#555)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-01-13T02:49:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e76c721485549dbdda33b251c7d5f0fe88696e1",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deprecate legacy CDC/replicate (#552)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-04T02:15:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e638a7cacdbf3adeac6d11464220e8b6606c05c",
          "body": "* enhance: Add BatchUpdate API\n\nRelated to milvus-io/milvus#46358\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* Add field ids\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* update signature\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add BatchUpdate API (#546)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-12-30T02:45:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa678197de173a8c9f401e57be6bd6c1f0cc0824",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "feat: add enable_namespace in CollectionSchema (#550)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-12-25T07:23:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2fbe2627f1c3a25e992400c80243c96fb6083b5",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Fix the bug related to function editing interface permissions (#548)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-12-24T03:39:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f415d420437fe01e2bee59a852827b541735ecff",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "Save realted file resource ids in collection schema (#545)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-12-18T03:19:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "deda9c0dcecea902bb82972c85767e6e99e5e191",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return flushall message in response (#541)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-15T07:53:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9eeb15b98b0c1b7145a5b4545cf4f9c9cd3f0d05",
          "body": "Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add MinHash FunctionType (#496)",
          "author_name": "cqy123456",
          "author_login": "cqy123456",
          "committed_at": "2025-12-11T12:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5ef48113d030accbfdfbad62de3a044555f354",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add properties for segment backfill(#523) (#524)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-12-10T10:49:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f971c5ee7dc9ba16e885f8890e2842a3c81ab81",
          "body": "Signed-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add TruncateCollectionResponse message (#540)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-12-10T06:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6087c9c0bad69f581a90481b2aaa7e8af5b3350e",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>\nCo-authored-by: liliu-z <105927039+liliu-z@users.noreply.github.com>\nCo-authored-by: Li Liu <li.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Support Search By PK (#512) (#536)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-10T03:09:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f57ce94a6a1e1c4a314b84197632b3d3e1083098",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Rename control channel (#539)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-09T03:49:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "536281f0914d654249936b7d7371b9af7db92dc9",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return cluster info in flushall response (#537)",
          "author_name": "yihao.dai",
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          "headline": "feat: add l0 compaction option for mannual compaction(#486) (#487)",
          "author_name": "Chun Han",
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          "headline": "fix: Change FlushCollectionResult channel_cp to support multiple chan…",
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          "headline": "enhance: enable flush batch collections with FlushAll (#473)",
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          "headline": "enhance: add namespace field to search/query request (#479)",
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          "headline": "enhance: add namespace in msg.proto (#478)",
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          "is_bot": false,
          "headline": "feat: Add namespace field in InsertRequest to support multi-tenant (#…",
          "author_name": "Bingyi Sun",
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          "committed_at": "2025-09-03T07:41:46Z",
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          "headline": "enhance: Sync milvus maintainer (#477)",
          "author_name": "congqixia",
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          "oid": "3cddc9bb1357a86ef1cfb4553fdd3105c9f2c0e6",
          "body": "* feat: Add CDC APIs\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* update milvus proto\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* update\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* move config to common\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* enhance: move chec\n[…]\nommon pb\n\nSigned-off-by: chyezh <chyezh@outlook.com>\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nSigned-off-by: chyezh <chyezh@outlook.com>\nCo-authored-by: chyezh <chyezh@outlook.com>",
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                    "code": "published_versions",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 60,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "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": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "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": "weak",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 6 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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "31 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 7 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "osv",
              "advisories": 48,
              "affected_packages": 4,
              "assessed_packages": 7,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: google.golang.org/grpc v1.46.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "google.golang.org/grpc v1.46.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1015 days ago",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1015
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 7,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 6
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "go-api/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "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": "at_risk",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "primary_language": "Shell",
              "largest_source_bytes": 1335786,
              "source_files_sampled": 11,
              "oversized_source_files": 5
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Shell without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Shell"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/11 source files over 60KB",
                "points": 30,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 11,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "proto/common.proto",
                "proto/feder.proto",
                "proto/milvus.proto",
                "proto/msg.proto",
                "proto/rg.proto",
                "proto/schema.proto",
                "proto/tokenizer.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "library",
          "source": "tree.go_importable",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-06T19:30:07.139541Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/milvus-io/milvus-proto.svg",
  "full_name": "milvus-io/milvus-proto",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、模式 v0.31.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go.