公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-28 09:58 UTC

open-webui / oikb

Sync anything to Open WebUI Knowledge Bases

PythonMIT★ 225 星标⑂ 42 复刻始于 2026年5月在 GitHub 上查看 ↗
类型网络服务命令行工具如何判定

open-webui/oikb 的健康指数为 100 分中的 54 分,处于「中等」区间。 其得分最高的类别是Vitality(64/100),最低的是AI Readiness(30/100)。 最近一次更新在 10 天前。 近期的大部分工作由 1 位贡献者完成。

54
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,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。

54
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 53 经校准后在公布的指数量表上为 54(记录校准 2026-08-02)。

所有权

5,113 关注者25 个公开仓库始于 2024年1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
PyPIoikb0.4.08,9612110 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?

64中等 · 占总体的 21%
评分方式
28.8/36推送新近度 — 最近一次推送于 10 天前
3.5/36提交节奏 — 52 周中有 5 周有提交
15/18提交量 — 最近一年 46 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year46
human_commit_share1
days_since_last_push10
active_weeks_last_year5

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 22 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 6.4 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_count22
latest_release_tagv0.4.0
releases_from_tags
days_since_latest_release10
mean_days_between_releases6.4

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?

55中等 · 占总体的 17%
评分方式
38.1/60星标 — 225 个星标
13.4/25复刻 — 42 个复刻
0/15关注者 — 2 位关注者
所用输入
forks42
stars225
watchers2
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(MIT)
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_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
52.7/80月度下载量 — pypi 合计每月 8,961 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesoikb
dependents
ecosystemspypi
total_downloads
monthly_downloads8,961
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

54中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
4.4/22.5提交分布 — 头号贡献者编写了 80% 的提交
9.5/13.5贡献者广度 — 7 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled7
top_contributor_share0.804
评分方式
8.4/42议题解决 — 20% 的议题已关闭
15.9/30PR 接受 — 已裁定的 PR 中 9/17 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
4.5/15OpenSSF Scorecard:Code-Review — Found 9/29 approved changesets -- score normalized to 3
所用输入
merged_prs9
open_issues44
closed_issues11
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.2
closed_unmerged_prs8
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — open-webui 有 5,113 位关注者
15.3/25既往记录 — 25 个公开仓库,账户约 2 年
所用输入
followers5,113
owner_typeOrganization
is_verified
owner_loginopen-webui
public_repos25
account_age_days910
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 10 天前
20/20版本历史 — 21 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
packagesoikb
ecosystemspypi
any_deprecated
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位?

48薄弱 · 占总体的 19%

工程实践

24存在风险
评分方式
24/24CI 工作流 — 3 个工作流
0/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

85优秀
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
10/10主题标签 — 1 个主题标签
10/10Wiki
所用输入
topicsopen-webui
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?

47薄弱 · 占总体的 16%

安全态势

34存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 9/29 approved changesets -- score normalized to 3
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
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_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.4
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages31
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:oikb@0.4.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 31 个软件包。 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。

30存在风险 · 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 — 46 次人类提交中有 38 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_share0.826
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
0/22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 — Dockerfile
4.3/10已体现的代理实践 — 最近 46 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_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.022
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 60 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes40,852
source_files_sampled60
oversized_source_files0

关键数据

225GitHub 星标
7贡献者
46最近 12 个月提交数
10距最近推送天数
22发布版本数
1巴士系数(bus factor)
44开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 42 ⇿
0Star
42Fork
2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。

010203040504132026-052026-062026-07
主版本 0次版本 1修订 1
OpenSSF Scorecard 3.4 / 10
3.4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 · 2026-07-28 09:58 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 9/29 approved changesets -- score normalized to 3
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow 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
直接依赖 9
注册表软件包版本约束清单文件
PyPIclick>=8.1pyproject.toml
PyPIcroniter>=2.0pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIprometheus-client>=0.20pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPIwatchdog>=4.0pyproject.toml
PyPIfastapi>=0.115pyproject.toml
PyPIuvicorn>=0.30pyproject.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

依赖安全公告 0

安装 pypi:oikb@0.4.0 会引入 31 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "open-webui"
      ],
      "is_fork": false,
      "size_kb": 186,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 298425,
        "Dockerfile": 1192
      },
      "pushed_at": "2026-07-17T20:58:35Z",
      "created_at": "2026-05-20T08:35:16Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T11:22:47Z",
      "description": "Sync anything to Open WebUI Knowledge Bases",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://openwebui.com",
      "name": "Open WebUI",
      "type": "Organization",
      "login": "open-webui",
      "company": null,
      "location": null,
      "followers": 5113,
      "avatar_url": "https://avatars.githubusercontent.com/u/158137808?v=4",
      "created_at": "2024-01-30T07:00:54Z",
      "is_verified": null,
      "public_repos": 25,
      "account_age_days": 910
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-07-17T20:58:35Z"
        },
        {
          "tag": "v0.3.6",
          "kind": "patch",
          "published_at": "2026-05-28T21:25:17Z"
        },
        {
          "tag": "v0.3.5",
          "kind": "patch",
          "published_at": "2026-05-21T09:53:35Z"
        },
        {
          "tag": "v0.3.4",
          "kind": "patch",
          "published_at": "2026-05-21T09:48:03Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2026-05-21T09:32:24Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-05-21T09:17:55Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-05-21T09:12:14Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-05-21T09:07:07Z"
        },
        {
          "tag": "v0.2.9",
          "kind": "patch",
          "published_at": "2026-05-21T08:59:46Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2026-05-21T08:53:59Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2026-05-21T08:49:40Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2026-05-21T08:45:13Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2026-05-21T08:40:51Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2026-05-21T08:10:57Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2026-05-21T08:01:43Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2026-05-21T06:16:24Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-05-20T19:07:44Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-05-20T18:59:08Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-05-20T18:13:52Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-05-20T09:59:57Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-05-20T09:42:52Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-20T09:19:34Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "f99d2e66e7c0a24e5fe336a0242d5b334f979af6",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T20:16:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1287e660b0710bc439d7bdd4b36db5f7f970fc05",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:56:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6158eefb40df8d21a75cfb8b4509d6d82071953a",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee3f84bb7b12989db20fce3e9b85fa4b313ac270",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:45:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b7be954c58d1ab17149f5507dc26135a187eda5",
          "body": "The Drive API does not return items from Shared Drives (formerly Team\nDrives) unless requests opt in with supportsAllDrives and\nincludeItemsFromAllDrives. Without them, syncing a folder inside a\nShared Drive listed no files and reported \"nothing to do\", even with\ncorrect service-account permissions.\n[…]\nd _find_file,\nand pass supportsAllDrives to the file get/get_media download calls so\nShared Drive files can be fetched.\n\nFixes #52\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: support Google Shared Drives in gdrive connector (#72)",
          "author_name": "Joel Christ",
          "author_login": "joelchrist",
          "committed_at": "2026-07-17T19:41:26Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf6591217026834d82c96f5134503eedfeb9bfe3",
          "body": "While syncing a Nextcloud source, a single missing folder currently aborts the entire sync process:\r\n\r\nPROPFIND ... failed: HTTP 404\r\n\r\nThis can happen when:\r\n\r\na configured folder has been deleted or renamed;\r\na shared folder is no longer available;\r\npermissions change between sync runs.\r\n\r\nPropose\n[…]\nde 404 during folder traversal (_walk_folder).\r\nLog a warning indicating that the folder was skipped.\r\nContinue processing the remaining folders/files instead of failing the whole synchronization job.",
          "is_bot": false,
          "headline": "Handle missing Nextcloud folders gracefully (HTTP 404) (#50)",
          "author_name": "Mirko Ceroni",
          "author_login": "cero1988",
          "committed_at": "2026-07-17T19:28:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9f2f29a6e3418f07242a46a28d48c8632c038a8e",
          "body": "Previously, GitLab source parser used a simple split limit to extract the owner namespace and repository name (e.g. `source.split(\"/\", 2)`). This caused parsing failures for repositories located in nested subgroups (e.g., `gitlab:group/subgroup/project/docs/api`), as the subgroup path would get inco\n[…]\nlly identify the boundary between the project path and the repository file path.\n3. Merging paths safely and falling back to the default split behavior if the API check fails or the client is offline.",
          "is_bot": false,
          "headline": "fix(connectors/gitlab): resolve subgroup path parsing dynamically (#36)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:28:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17ed5390476e14c1c67d8c419a54e69c4a9c2585",
          "body": "… resource leaks (#35)\n\nRefactors `SyncHistory` to use a `queue.Queue` connection pool instead of `threading.local()`.\n\nPreviously, connections tied to `threading.local()` in a background worker pool would remain open until the thread died, leading to a steady leak of open file descriptors and locke\n[…]\nrrent readers/writers via WAL) while strictly bounding the total number of open database connections.\n- Updated `close()` to gracefully drain the queue and explicitly terminate all pooled connections.",
          "is_bot": false,
          "headline": "fix(history): implement thread-safe connection pool for SQLite to fix…",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:27:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee9b9ed3fccec4cafbd38c423a82cb94969dbe4c",
          "body": "Resolve the file path and verify that it remains within the connector's root directory using `is_relative_to()`. Raises a `PermissionError` if a path traversal attempt is detected.",
          "is_bot": false,
          "headline": "fix(connectors/filesystem): prevent path traversal in read_file (#34)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61721b1ad78b2990c566007088e1c7a2d34305ca",
          "body": null,
          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:12:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "is_bot": false,
          "headline": "refac",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-07-17T19:03:59Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2b227bf5a1f52f0c1b2d145531acfada21bc0a79",
          "body": "…n (#69)\n\nCo-authored-by: Miika Jukakoski <miika.jukakoski@teknoware.com>",
          "is_bot": false,
          "headline": "fix: implement pagination for JIRA issue retrieval using nextPageToke…",
          "author_name": "Miika Jukakoski",
          "author_login": "jukakoski",
          "committed_at": "2026-07-17T19:02:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "487e5e50bace9c969bae00fbf2531b5f24cde095",
          "body": "- Upgrade Docker base image to python:3.14-alpine3.23\n- Use Astral uv for multi-stage dependency installs and virtual env management\n- Switch to running under non-root appuser (UID/GID 1000)\n- Replace healthcheck curl command with wget to support Alpine\n- Update docker-compose examples in README.md and docs/guide.md",
          "is_bot": false,
          "headline": "feat(docker): migrate to alpine, harden container, and update docs (#37)",
          "author_name": "Mateusz Hajder",
          "author_login": "mhajder",
          "committed_at": "2026-07-17T19:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "443304642beaebd4f15ca1ce962c871c1f25107e",
          "body": "* feat: add Nextcloud connector\n\n* refactor: extract internal WebDAV client\n\n* fix: guard recursive WebDAV walk",
          "is_bot": false,
          "headline": "feat: add Nextcloud connector (#19)",
          "author_name": "Mouez",
          "author_login": "glonor",
          "committed_at": "2026-06-12T15:22:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bebc3a2b591c951353afb775b204beeadb1ec358",
          "body": "Change deprecated JIRA API endpoint to the current one for JQL",
          "is_bot": false,
          "headline": "Merge pull request #17 from expilu/patch-1",
          "author_name": "Tim Baek",
          "author_login": "tjbck",
          "committed_at": "2026-06-12T15:22:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb7c13ec6ad02eebcf41632804c3050f8553a530",
          "body": "/rest/api/3/search was deprecated, changes to the current /rest/api/3/search/jql",
          "is_bot": false,
          "headline": "Change JIRA API endpoint to use JQL",
          "author_name": "Daniel López Lacalle",
          "author_login": "expilu",
          "committed_at": "2026-06-03T11:21:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dcf241da7f4877cd8540d020b6e8478fc10279ef",
          "body": "Add SHAREPOINT_CERTIFICATE_PATH as a secure alternative to\nSHAREPOINT_CLIENT_SECRET for authenticating with SharePoint via\nMicrosoft Graph API.\n\n- JWT assertion flow using cryptography + PyJWT\n- SHAREPOINT_CERTIFICATE_PASSWORD for encrypted PEM keys\n- Mutual exclusivity validation (secret vs cert)\n- New optional extra: pip install oikb[sharepoint-cert]\n\nCloses #3",
          "is_bot": false,
          "headline": "feat: SharePoint certificate-based authentication (#3)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-28T21:24:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04ccb30d7294dd065d26aba230d1d81df00af4fe",
          "body": "2KB inline HTML page, monospace, dark background. Polls /health\nevery 10s and renders source statuses with colored dots, last\nsync time, duration, file counts. Zero dependencies.",
          "is_bot": false,
          "headline": "0.3.5: minimal status dashboard at GET /",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:53:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597bb6c9d9b6d5c951eea2cb1595bcac325a36aa",
          "body": "validate --deep pings Open WebUI API to verify connectivity, API key\nvalidity, and that each KB ID exists. Catches config errors before\ndeployment. Also applies defaults and env var interpolation in\nvalidate (was missing).\n\ndocker-compose.yaml updated from stale watch mode to production\ndaemon mode with healthcheck, LOG_FORMAT, and OIKB_API_KEY.",
          "is_bot": false,
          "headline": "0.3.4: validate --deep, fix stale docker-compose.yaml",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:47:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe3a94961fdc17bb0ec2d6de5582036b07c12878",
          "body": "docs/guide.md covers installation, basic usage, config file,\nall 44 connectors, filtering, daemon mode, scheduling, API,\nenterprise features (metrics, logging, notifications, locking),\ndeployment (Docker, Compose, GHA, k8s), CLI reference, and\ntroubleshooting. Linked from README.",
          "is_bot": false,
          "headline": "docs: comprehensive guide with tutorial, deployment, and reference",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:35:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72d85d1eb71502b0250c0e1a32666626e7cb4507",
          "body": "…daemon)\n\nSimple path: pip install, export env vars, oikb sync ./docs --kb-id\nAdvanced path: oikb init → oikb daemon. No yaml needed for basic use.",
          "is_bot": false,
          "headline": "readme: split quick start into simple (one-liner) and advanced (yaml/…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:30:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d0a6ae0c02777f781da79d3bd542bbc70c50cb9",
          "body": "Generates .oikb.yaml by prompting for source, KB ID, name, and\ninterval. Outputs next-step commands (validate, sync, daemon).\nUpdated README Quick Start to lead with init.",
          "is_bot": false,
          "headline": "0.3.3: oikb init interactive wizard",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:30:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "878e797b5fdd9fff9a09e77c67f79c096170d960",
          "body": "defaults: key in .oikb.yaml sets interval, concurrency, filter,\nnotify, etc. once for all entries — per-entry values override.\nDeep merges nested dicts. Added standalone docker run example\nand LOG_FORMAT=json to Docker Compose.",
          "is_bot": false,
          "headline": "0.3.2: global defaults key, Docker usage docs",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:17:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e047b33073d4071583f0114071a474e9b7269b4",
          "body": "- Per-KB asyncio.Lock prevents overlapping syncs from scheduler,\n  webhook, and API triggers running simultaneously\n- POST /sync/{id}?dry_run=true previews changes without uploading\n- ${VAR} and ${VAR:-default} interpolation in all .oikb.yaml strings\n  for GitOps workflows where secrets come from the runtime",
          "is_bot": false,
          "headline": "0.3.1: sync locking, dry-run API, env var interpolation",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:11:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a8396e2c0ea5ac19750d77dabed21797c76e750",
          "body": "notify key in .oikb.yaml entries POSTs JSON to any HTTP endpoint on\nsync error. Includes a text field for native Slack incoming webhook\nsupport. Configurable: on: error (default) or on: always.",
          "is_bot": false,
          "headline": "0.3.0: webhook failure notifications",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T09:02:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1dd7918018c7a3b801770eeb939a532b6e3f8ba",
          "body": "filter.max-size in .oikb.yaml (or --max-file-size CLI flag) skips\nfiles exceeding the limit before they reach the diff endpoint.\nSupports human-readable sizes: 50mb, 1gb, 500kb. Warns per file.",
          "is_bot": false,
          "headline": "0.2.9: max-size filter to skip oversized files",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beb5f4ec43c72a3c5b37446fe02337aa82ab409f",
          "body": "oikb daemon --log-format json (or LOG_FORMAT=json env var) outputs\none JSON object per line with ts, level, logger, msg, and optional\nsync-specific fields. Compatible with Datadog, Splunk, ELK,\nCloudWatch, and Loki.",
          "is_bot": false,
          "headline": "0.2.8: structured JSON logging for production deployments",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:53:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aa721147bb6e370bac55a6f86107b01fcfcc99e",
          "body": "interval key now accepts both simple intervals (30m, 1h) and\nstandard cron expressions (0 6 * * 1-5). Auto-detected based on\nfield count — no config flag needed. Adds croniter>=2.0 dep.",
          "is_bot": false,
          "headline": "0.2.7: cron expression support for daemon scheduling",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:48:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6efcee9af80cb138bd6d4558fade3ac721585402",
          "body": "GET /metrics exposes sync counters (total, errors), duration\nhistogram, and file upload/delete counters — all labeled by source.\nIncludes oikb_info with build version. Adds prometheus-client dep.",
          "is_bot": false,
          "headline": "0.2.6: Prometheus metrics endpoint for daemon observability",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:43:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dae21fa4deaa3beb5c6a9eff471098a6c4152cd8",
          "body": "Spinner during scan/diff phases, progress bar with file count and\nelapsed time during uploads. Output goes to stderr, respects --quiet\n(daemon) and --verbose modes. Adds rich>=13.0 as core dependency.",
          "is_bot": false,
          "headline": "0.2.5: rich progress bars for sync operations",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:39:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e78291231b67af9cd5136681fa08f4287a43e96",
          "body": "…leanup\n\n- oikb validate: check .oikb.yaml without running syncs\n- --concurrency flag for opt-in parallel uploads (yaml: concurrency key)\n- 3x retry with exponential backoff on 5xx upload failures\n- Daemon now applies filter.include/filter.exclude (was silently ignored)\n- Connectors properly closed after sync via BaseConnector.close()\n- GitHub connector caches default branch (was hitting API per file)\n- Removed 30+ no-op optional deps that just re-declared httpx",
          "is_bot": false,
          "headline": "0.2.4: validate command, concurrent uploads, retry, daemon filters, c…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:09:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c3d36f1b508af75f2832ca980f62af2cbd05349",
          "body": "Drop the ambiguous 'routes' key from .oikb.yaml. Multi-KB from a\nsingle source is now done with multiple entries + filter.include.\nEvery entry is strictly source + kb-id, no branching logic.",
          "is_bot": false,
          "headline": "0.2.3: remove routes, simplify config to one entry = one KB",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T08:01:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c8edaf93fd70caa9e71d24fdc1d8f487efc1da9",
          "body": null,
          "is_bot": false,
          "headline": "doc: readme",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T06:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e450c6ede400a9a511e427f7b2d172f45be8c0b7",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v0.2.2 — named entries, /sync/{identifier} endpoint",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-21T06:15:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f588d8a63f1961041e5275fd5d390a8df1adccac",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v0.2.1",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T19:07:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86418bac289cef7a446cabec45acca537460891c",
          "body": "- Add env.py with _resolve_file_env for Docker secrets _FILE support\n- HTTPBearer + Depends(verify_api_key) per route instead of middleware\n- hmac.compare_digest for timing-safe key comparison\n- Health endpoints public, /history and /sync require auth",
          "is_bot": false,
          "headline": "refactor: mirror open-terminal auth pattern",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T19:04:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af83f4b4c8da374f58400c5303096a4b7317cdcd",
          "body": "Backward compatible — both sync: and sources: are accepted,\nsources: takes precedence.",
          "is_bot": false,
          "headline": "refactor: rename .oikb.yaml top-level key from sync: to sources:",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:58:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3ca110358e54a9f7767d81f74f550d13c4c978c",
          "body": "Match ServiceNow's configurability: custom JQL, field selection,\nmarkdown/json format, and limit. Supports query string params:\n  jira:PROJ?jql=status=open&fields=summary,status&format=json&limit=50",
          "is_bot": false,
          "headline": "enhance: configurable fields, format, JQL for Jira connector",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff37b83b1497e8c1171d0548708d7c5226276b6b",
          "body": "…ters, OpenAPI tool server\n\n- oikb daemon: FastAPI scheduler with /health, /history, /sync endpoints\n- oikb history: local SQLite sync log with --json output\n- Webhooks: /webhooks/github, /webhooks/gitlab, /webhooks/slack, /webhooks/confluence\n- 13 new connectors: Document360, Slab, Outline, Google \n[…]\nters via filter.include / filter.exclude\n- Daemon doubles as OpenAPI tool server for Open WebUI\n- ServiceNow: configurable table, fields, format, query, limit\n- FastAPI + uvicorn now core dependencies",
          "is_bot": false,
          "headline": "feat: v0.2.0 — daemon, webhooks, history, 44 connectors, routing, fil…",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:53:44Z",
          "body_truncated": true,
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        },
        {
          "oid": "3ed5eade846beb1505751a266e738394d4309903",
          "body": null,
          "is_bot": false,
          "headline": "fix: align .oikb.yaml key to kb-id (v0.1.3)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T18:13:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "2fd9319ca526b5eaf35a36b2439df82d36498e45",
          "body": null,
          "is_bot": false,
          "headline": "fix: split messaging connectors by day for incremental sync (v0.1.2)",
          "author_name": "Timothy Jaeryang Baek",
          "author_login": "tjbck",
          "committed_at": "2026-05-20T09:59:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "08a1bd18596d67d5bd81ace24192e4d12bf9c901",
          "body": null,
          "is_bot": false,
          "headline": "doc: readme",
          "author_name": "Timothy Jaeryang Baek",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 9/29 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 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": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:oikb@0.4.0 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:oikb@0.4.0",
                  "assessed": 31
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 31,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 31,
              "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": 4
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 30,
        "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": 0.826,
              "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": "38 of 46 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 46
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 14,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.022,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 46 commits agent-authored or agent-credited",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 46
                    }
                  }
                ],
                "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 40852,
              "source_files_sampled": 60,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/60 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 60,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library",
        "network-service",
        "cli"
      ],
      "scores": {
        "cli": 4,
        "library": 6,
        "network-service": 4
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:fastapi",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T09:58:47.478227Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/open-webui/oikb.svg",
  "full_name": "open-webui/oikb",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.3.1、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.