软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 02:24 UTC

mlflow-oidc / mlflow-oidc-auth

MLflow Tracking Server OIDC Auth plugin

Python · TypeScriptApache-2.0★ 123 星标⑂ 57 复刻始于 2024年4月在 GitHub 上查看 ↗

#mlflow #mlflow-tracking-server #oauth2 #oidc #permission-management #sso #machine-learning

mlflow-oidc/mlflow-oidc-auth 的健康指数为 100 分中的 75 分，处于「良好」区间。其得分最高的类别是Engineering Quality（96/100），最低的是Sustainability & Governance（59/100）。最近一次更新在今天。近期的大部分工作由 1 位贡献者完成。

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；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。

优秀85-100堪称典范；基本满足所有检验标准

良好70-84健康；仅有轻微不足

中等50-69可接受，但存在明显不足；建议进行审查

存在风险30-49存在重大薄弱环节；采用时应保持审慎

危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）

评分画像

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

所有权

MLflow + OpenID Connect组织

7 关注者8 个公开仓库始于 2025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	标签
PyPI	mlflow-oidc-auth	7.3.5	-	73	0 天前	mlflow oauth2 oidc

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？

88优秀 · 占总体的 22%

开发活跃度

86优秀

评分方式

36/36	推送新近度 — 最近一次推送于 0 天前
22.2/36	提交节奏 — 52 周中有 32 周有提交
18/18	提交量 — 最近一年 308 次提交
10/10	OpenSSF Scorecard：Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10

所用输入

commits_last_year	308
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	32

发布纪律

90优秀

评分方式

27/27	有发布版本 — 已发布 100 个发布版本
36/36	发布时效 — 最近一次发布版本于 0 天前
27/27	发布节奏 — 约每 10.5 天发布一次
0/10	OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.

所用输入

releases_count	100
latest_release_tag	v7.3.5
releases_from_tags	否
days_since_latest_release	0
mean_days_between_releases	10.5

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

68中等 · 占总体的 18%

流行度与采用

53中等

评分方式

33.8/60	星标 — 123 个星标
14.6/25	复刻 — 57 个复刻
4.3/15	关注者 — 7 位关注者

所用输入

forks	57
stars	123
watchers	7
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

社区健康

85优秀

评分方式

22.5/22.5	README
22.5/22.5	许可证 — 可识别的许可证（Apache-2.0）
18/18	CONTRIBUTING 指南
13.5/13.5	行为准则
0/7.2	议题模板
0/6.3	PR 模板

所用输入

has_readme	是
has_license	是
has_contributing	是
has_issue_template	否
has_code_of_conduct	是
has_pull_request_template	否

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？

59中等 · 占总体的 24%

维护者韧性（巴士系数）

43存在风险

评分方式

9/54	巴士系数 — 1 位贡献者贡献了半数提交
10.4/22.5	提交分布 — 头号贡献者编写了 54% 的提交
13.5/13.5	贡献者广度 — 16 位贡献者
10/10	OpenSSF Scorecard：Contributors — project has 5 contributing companies or organizations

所用输入

bus_factor	1
contributors_sampled	16
top_contributor_share	0.539

议题与 PR 响应能力

60中等

评分方式

27.4/46.8	议题解决 — 59% 的议题已关闭
24.6/38.3	PR 接受 — 已裁定的 PR 中 92/143 已合并
7.5/15	OpenSSF Scorecard：Code-Review — Found 14/24 approved changesets -- score normalized to 5

所用输入

merged_prs	92
open_issues	41
closed_issues	58
issue_closed_ratio	0.586
closed_unmerged_prs	51

所有权与托管责任

46存在风险

评分方式

30/30	所有权背书 — 组织持有
0/20	已验证域名
6.5/25	所有者影响力 — mlflow-oidc 有 7 位关注者
9.9/25	既往记录 — 8 个公开仓库，账户约 1 年

所用输入

followers	7
owner_type	Organization
is_verified	—
owner_login	mlflow-oidc
public_repos	8
account_age_days	538

软件包维护

100优秀

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 0 天前
20/20	版本历史 — 73 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

packages	mlflow-oidc-auth
ecosystems	pypi
any_deprecated	否
min_days_since_publish	0

工程质量

基础的工程与文档实践是否到位？

96优秀 · 占总体的 20%

工程实践

100优秀

评分方式

24/24	CI 工作流 — 8 个工作流
24/24	存在测试
16/16	Linter 配置 — eslint.config.js, tox.ini
9.6/9.6	Pre-commit 钩子
6.4/6.4	.editorconfig
20/20	OpenSSF Scorecard：CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10

所用输入

has_ci	是
has_tests	是
has_editorconfig	是
has_linter_config	是
has_precommit_config	是

文档

90优秀

评分方式

30/30	README
25/25	文档目录
15/15	文档 / 主页站点 — https://mlflow-oidc.github.io/mlflow-oidc-auth/
10/10	仓库描述
10/10	主题标签 — 7 个主题标签
0/10	Wiki

所用输入

topics	mlflow, mlflow-tracking-server, oauth2, oidc, permission-management, sso, machine-learning
has_wiki	否
homepage	https://mlflow-oidc.github.io/mlflow-oidc-auth/
has_readme	是
has_docs_dir	是
has_description	是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

61中等 · 占总体的 16%

安全态势

62中等

评分方式

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5	Code-Review — Found 14/24 approved changesets -- score normalized to 5
2.5/2.5	Contributors — project has 5 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	许可证 — license file detected
7.5/7.5	Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2.5/5	SAST — SAST tool is not run on all commits -- score normalized to 5
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
4.5/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 51 existing vulnerabilities detected

所用输入

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6.1

依赖安全公告

59中等

评分方式

10.5/35	直接依赖不含已知公告 — 2 个受影响：react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)
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
34.1/40	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 142 天前

所用输入

source	osv
advisories	53
affected_packages	15
assessed_packages	392
unassessed_packages	24
affected_by_severity	critical 2, high 10, moderate 2, low 1
direct_affected_packages	2

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 392 个已解析依赖与 OSV 比对。有 24 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

69中等 · 占总体的 0%

AI 代理上下文与指引

85优秀

评分方式

45/45	代理指令 — .github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md
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	否
legible_history_share	1
agent_instruction_files	.github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md
agent_instruction_max_bytes	26,538

验证循环（构建 / 测试 / 类型检查）

64中等

评分方式

0/18	一条命令的引导启动
22/22	自动化测试
11/11	Lint / 格式化配置 — eslint.config.js, tox.ini
11/11	静态类型检查 — web-react/tsconfig.json
10/10	可复现环境 — Dockerfile, lockfile
10/10	已体现的代理实践 — 最近 100 次提交中有 9 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
0/10	OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

所用输入

has_nix	否
has_tests	是
lockfiles	yarn.lock
has_dockerfile	是
typed_language	否
bootstrap_files	—
has_devcontainer	否
has_linter_config	是
typecheck_configs	web-react/tsconfig.json
agent_commit_share	0.09
toolchain_manifests	—
dependency_bot_commit_share	0

面向模型的代码可读性

82良好

评分方式

27/45	可类型检查的代码 — Python，已配置类型检查（web-react/tsconfig.json）
54.6/55	可控的文件大小 — 采样的 609 个源文件中有 4 个超过 60KB

所用输入

primary_language	Python
largest_source_bytes	126,517
source_files_sampled	609
oversized_source_files	4

机器可读接口

40存在风险

评分方式

0/40	API 模式（OpenAPI/GraphQL/proto）
0/20	MCP 服务器
40/40	可运行示例 — notebooks

所用输入

example_dirs	notebooks
has_mcp_signal	否
api_schema_files	—

关键数据

123GitHub 星标

16贡献者

308最近 12 个月提交数

0距最近推送天数

100发布版本数

1巴士系数（bus factor）

41开放议题

npm, PyPI软件包生态系统数

数据采集警告

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:mlflow-oidc-auth@7.3.5; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 57 ⇿

0Star

57Fork

96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。

主版本 7次版本 32修订 30

每个点涵盖 3 天。

OpenSSF Scorecard 6.1 / 10

6.1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 · 2026-07-24 02:23 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
5	Code-Review	Found 14/24 approved changesets -- score normalized to 5
10	Contributors	project has 5 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
5	SAST	SAST tool is not run on all commits -- score normalized to 5
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
6	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	51 existing vulnerabilities detected

直接依赖 20

注册表	软件包	版本约束	清单文件
PyPI	mlflow	`<4,>=3.14.0`	pyproject.toml
PyPI	python-dotenv	`<2`	pyproject.toml
PyPI	requests	`<3,>=2.32.5`	pyproject.toml
PyPI	sqlalchemy	`<3,>=2.0.46`	pyproject.toml
PyPI	flask	`<4`	pyproject.toml
PyPI	gunicorn	`<24`	pyproject.toml
PyPI	alembic	`<2,!=1.18.4`	pyproject.toml
PyPI	authlib	`<2`	pyproject.toml
PyPI	uvicorn	`>=0.41.0`	pyproject.toml
PyPI	fastapi	`>=0.132.0`	pyproject.toml
PyPI	asgiref	`>=3.11.1`	pyproject.toml
PyPI	httpx	`>=0.28.1`	pyproject.toml
PyPI	cachetools	`>=5.5.0`	pyproject.toml
npm	@fortawesome/fontawesome-svg-core	`^7.1.0`	web-react/package.json
npm	@fortawesome/free-solid-svg-icons	`^7.1.0`	web-react/package.json
npm	@fortawesome/react-fontawesome	`^3.1.0`	web-react/package.json
npm	dompurify	`^3.3.0`	web-react/package.json
npm	react	`^19.1.1`	web-react/package.json
npm	react-dom	`^19.1.1`	web-react/package.json
npm	react-router	`^7.9.3`	web-react/package.json

全部依赖 416

来自 GitHub 依赖图的完整解析依赖集合：20 个直接依赖与 396 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
npm	@fortawesome/fontawesome-svg-core	`7.1.0`	直接
npm	@fortawesome/free-solid-svg-icons	`7.1.0`	直接
npm	@fortawesome/react-fontawesome	`3.1.1`	直接
npm	dompurify	`3.3.1`	直接
npm	react	`19.2.3`	直接
npm	react-dom	`19.2.3`	直接
npm	react-router	`7.12.0`	直接
PyPI	alembic	`—`	直接
PyPI	asgiref	`—`	直接
PyPI	authlib	`—`	直接
PyPI	cachetools	`—`	直接
PyPI	fastapi	`—`	直接
PyPI	flask	`—`	直接
PyPI	gunicorn	`—`	直接
PyPI	httpx	`—`	直接
PyPI	mlflow	`—`	直接
PyPI	python-dotenv	`—`	直接
PyPI	requests	`—`	直接
PyPI	sqlalchemy	`—`	直接
PyPI	uvicorn	`—`	直接
npm	@acemir/cssom	`0.9.30`	间接
npm	@adobe/css-tools	`4.4.4`	间接
npm	@asamuzakjp/css-color	`4.1.1`	间接
npm	@asamuzakjp/dom-selector	`6.7.6`	间接
npm	@asamuzakjp/nwsapi	`2.3.9`	间接
npm	@babel/code-frame	`7.27.1`	间接
npm	@babel/compat-data	`7.28.5`	间接
npm	@babel/core	`7.28.5`	间接
npm	@babel/generator	`7.28.5`	间接
npm	@babel/helper-compilation-targets	`7.27.2`	间接
npm	@babel/helper-globals	`7.28.0`	间接
npm	@babel/helper-module-imports	`7.27.1`	间接
npm	@babel/helper-module-transforms	`7.28.3`	间接
npm	@babel/helper-string-parser	`7.27.1`	间接
npm	@babel/helper-validator-identifier	`7.28.5`	间接
npm	@babel/helper-validator-option	`7.27.1`	间接
npm	@babel/helpers	`7.28.4`	间接
npm	@babel/parser	`7.28.5`	间接
npm	@babel/runtime	`7.28.4`	间接
npm	@babel/template	`7.27.2`	间接
npm	@babel/traverse	`7.28.5`	间接
npm	@babel/types	`7.28.5`	间接
npm	@bcoe/v8-coverage	`1.0.2`	间接
npm	@csstools/color-helpers	`5.1.0`	间接
npm	@csstools/css-calc	`2.1.4`	间接
npm	@csstools/css-color-parser	`3.1.0`	间接
npm	@csstools/css-parser-algorithms	`3.0.5`	间接
npm	@csstools/css-syntax-patches-for-csstree	`1.0.25`	间接
npm	@csstools/css-tokenizer	`3.0.4`	间接
npm	@emnapi/core	`1.8.1`	间接
npm	@emnapi/runtime	`1.8.1`	间接
npm	@emnapi/wasi-threads	`1.1.0`	间接
npm	@eslint-community/eslint-utils	`4.9.1`	间接
npm	@eslint-community/regexpp	`4.12.2`	间接
npm	@eslint-react/ast	`2.5.5`	间接
npm	@eslint-react/core	`2.5.5`	间接
npm	@eslint-react/eff	`2.5.5`	间接
npm	@eslint-react/shared	`2.5.5`	间接
npm	@eslint-react/var	`2.5.5`	间接
npm	@eslint/config-array	`0.21.1`	间接
npm	@eslint/config-helpers	`0.4.2`	间接
npm	@eslint/core	`0.17.0`	间接
npm	@eslint/eslintrc	`3.3.3`	间接
npm	@eslint/js	`9.39.2`	间接
npm	@eslint/object-schema	`2.1.7`	间接
npm	@eslint/plugin-kit	`0.4.1`	间接
npm	@exodus/bytes	`1.8.0`	间接
npm	@fortawesome/fontawesome-common-types	`7.1.0`	间接
npm	@humanfs/core	`0.19.1`	间接
npm	@humanfs/node	`0.16.7`	间接
npm	@humanwhocodes/module-importer	`1.0.1`	间接
npm	@humanwhocodes/retry	`0.4.3`	间接
npm	@jest/diff-sequences	`30.0.1`	间接
npm	@jest/expect-utils	`30.2.0`	间接
npm	@jest/get-type	`30.1.0`	间接
npm	@jest/pattern	`30.0.1`	间接
npm	@jest/schemas	`30.0.5`	间接
npm	@jest/types	`30.2.0`	间接
npm	@jridgewell/gen-mapping	`0.3.13`	间接
npm	@jridgewell/remapping	`2.3.5`	间接
npm	@jridgewell/resolve-uri	`3.1.2`	间接
npm	@jridgewell/sourcemap-codec	`1.5.5`	间接
npm	@jridgewell/trace-mapping	`0.3.31`	间接
npm	@napi-rs/wasm-runtime	`1.1.1`	间接
npm	@oxc-project/runtime	`0.101.0`	间接
npm	@oxc-project/types	`0.101.0`	间接
npm	@rolldown/binding-android-arm64	`1.0.0-beta.53`	间接
npm	@rolldown/binding-darwin-arm64	`1.0.0-beta.53`	间接
npm	@rolldown/binding-darwin-x64	`1.0.0-beta.53`	间接
npm	@rolldown/binding-freebsd-x64	`1.0.0-beta.53`	间接
npm	@rolldown/binding-linux-arm-gnueabihf	`1.0.0-beta.53`	间接
npm	@rolldown/binding-linux-arm64-gnu	`1.0.0-beta.53`	间接
npm	@rolldown/binding-linux-arm64-musl	`1.0.0-beta.53`	间接
npm	@rolldown/binding-linux-x64-gnu	`1.0.0-beta.53`	间接
npm	@rolldown/binding-linux-x64-musl	`1.0.0-beta.53`	间接
npm	@rolldown/binding-openharmony-arm64	`1.0.0-beta.53`	间接
npm	@rolldown/binding-wasm32-wasi	`1.0.0-beta.53`	间接
npm	@rolldown/binding-win32-arm64-msvc	`1.0.0-beta.53`	间接
npm	@rolldown/binding-win32-x64-msvc	`1.0.0-beta.53`	间接
npm	@rolldown/pluginutils	`1.0.0-beta.47`	间接
npm	@rolldown/pluginutils	`1.0.0-beta.53`	间接
npm	@sinclair/typebox	`0.34.47`	间接
npm	@standard-schema/spec	`1.1.0`	间接
npm	@swc/core	`1.15.8`	间接
npm	@swc/core-darwin-arm64	`1.15.8`	间接
npm	@swc/core-darwin-x64	`1.15.8`	间接
npm	@swc/core-linux-arm-gnueabihf	`1.15.8`	间接
npm	@swc/core-linux-arm64-gnu	`1.15.8`	间接
npm	@swc/core-linux-arm64-musl	`1.15.8`	间接
npm	@swc/core-linux-x64-gnu	`1.15.8`	间接
npm	@swc/core-linux-x64-musl	`1.15.8`	间接
npm	@swc/core-win32-arm64-msvc	`1.15.8`	间接
npm	@swc/core-win32-ia32-msvc	`1.15.8`	间接
npm	@swc/core-win32-x64-msvc	`1.15.8`	间接
npm	@swc/counter	`0.1.3`	间接
npm	@swc/types	`0.1.25`	间接
npm	@tailwindcss/node	`4.1.18`	间接
npm	@tailwindcss/oxide	`4.1.18`	间接
npm	@tailwindcss/oxide-android-arm64	`4.1.18`	间接
npm	@tailwindcss/oxide-darwin-arm64	`4.1.18`	间接
npm	@tailwindcss/oxide-darwin-x64	`4.1.18`	间接
npm	@tailwindcss/oxide-freebsd-x64	`4.1.18`	间接
npm	@tailwindcss/oxide-linux-arm-gnueabihf	`4.1.18`	间接
npm	@tailwindcss/oxide-linux-arm64-gnu	`4.1.18`	间接
npm	@tailwindcss/oxide-linux-arm64-musl	`4.1.18`	间接
npm	@tailwindcss/oxide-linux-x64-gnu	`4.1.18`	间接
npm	@tailwindcss/oxide-linux-x64-musl	`4.1.18`	间接
npm	@tailwindcss/oxide-wasm32-wasi	`4.1.18`	间接
npm	@tailwindcss/oxide-win32-arm64-msvc	`4.1.18`	间接
npm	@tailwindcss/oxide-win32-x64-msvc	`4.1.18`	间接
npm	@tailwindcss/vite	`4.1.18`	间接
npm	@testing-library/dom	`10.4.1`	间接
npm	@testing-library/jest-dom	`6.9.1`	间接
npm	@testing-library/react	`16.3.1`	间接
npm	@testing-library/user-event	`14.6.1`	间接
npm	@tybys/wasm-util	`0.10.1`	间接
npm	@types/aria-query	`5.0.4`	间接
npm	@types/chai	`5.2.3`	间接
npm	@types/deep-eql	`4.0.2`	间接
npm	@types/estree	`1.0.8`	间接
npm	@types/istanbul-lib-coverage	`2.0.6`	间接
npm	@types/istanbul-lib-report	`3.0.3`	间接
npm	@types/istanbul-reports	`3.0.4`	间接
npm	@types/jest	`30.0.0`	间接
npm	@types/jsdom	`27.0.0`	间接
npm	@types/json-schema	`7.0.15`	间接
npm	@types/node	`25.0.6`	间接
npm	@types/react	`19.2.8`	间接
npm	@types/react-dom	`19.2.3`	间接
npm	@types/stack-utils	`2.0.3`	间接
npm	@types/tough-cookie	`4.0.5`	间接
npm	@types/trusted-types	`2.0.7`	间接
npm	@types/yargs	`17.0.35`	间接
npm	@types/yargs-parser	`21.0.3`	间接
npm	@typescript-eslint/eslint-plugin	`8.52.0`	间接
npm	@typescript-eslint/parser	`8.52.0`	间接
npm	@typescript-eslint/project-service	`8.52.0`	间接
npm	@typescript-eslint/scope-manager	`8.52.0`	间接
npm	@typescript-eslint/tsconfig-utils	`8.52.0`	间接
npm	@typescript-eslint/type-utils	`8.52.0`	间接
npm	@typescript-eslint/types	`8.52.0`	间接
npm	@typescript-eslint/typescript-estree	`8.52.0`	间接
npm	@typescript-eslint/utils	`8.52.0`	间接
npm	@typescript-eslint/visitor-keys	`8.52.0`	间接
npm	@vitejs/plugin-react-swc	`4.2.2`	间接
npm	@vitest/coverage-v8	`4.0.16`	间接
npm	@vitest/expect	`4.0.16`	间接
npm	@vitest/mocker	`4.0.16`	间接
npm	@vitest/pretty-format	`4.0.16`	间接
npm	@vitest/runner	`4.0.16`	间接
npm	@vitest/snapshot	`4.0.16`	间接
npm	@vitest/spy	`4.0.16`	间接
npm	@vitest/utils	`4.0.16`	间接
npm	acorn	`8.15.0`	间接
npm	acorn-jsx	`5.3.2`	间接
npm	agent-base	`7.1.4`	间接
npm	ajv	`6.12.6`	间接
npm	ansi-regex	`5.0.1`	间接
npm	ansi-styles	`4.3.0`	间接
npm	ansi-styles	`5.2.0`	间接
npm	argparse	`2.0.1`	间接
npm	aria-query	`5.3.0`	间接
npm	aria-query	`5.3.2`	间接
npm	assertion-error	`2.0.1`	间接
npm	ast-v8-to-istanbul	`0.3.10`	间接
npm	balanced-match	`1.0.2`	间接
npm	baseline-browser-mapping	`2.9.14`	间接
npm	bidi-js	`1.0.3`	间接
npm	birecord	`0.1.1`	间接
npm	brace-expansion	`1.1.12`	间接
npm	brace-expansion	`2.0.2`	间接
npm	braces	`3.0.3`	间接
npm	browserslist	`4.28.1`	间接
npm	callsites	`3.1.0`	间接
npm	caniuse-lite	`1.0.30001764`	间接
npm	chai	`6.2.2`	间接
npm	chalk	`4.1.2`	间接
npm	ci-info	`4.3.1`	间接
npm	color-convert	`2.0.1`	间接
npm	color-name	`1.1.4`	间接
npm	compare-versions	`6.1.1`	间接
npm	concat-map	`0.0.1`	间接
npm	convert-source-map	`2.0.0`	间接
npm	cookie	`1.1.1`	间接
npm	cross-spawn	`7.0.6`	间接
npm	css-tree	`3.1.0`	间接
npm	css.escape	`1.5.1`	间接
npm	cssstyle	`5.3.7`	间接
npm	csstype	`3.2.3`	间接
npm	data-urls	`6.0.0`	间接
npm	debug	`4.4.3`	间接
npm	decimal.js	`10.6.0`	间接
npm	deep-is	`0.1.4`	间接
npm	dequal	`2.0.3`	间接
npm	detect-libc	`2.1.2`	间接
npm	dom-accessibility-api	`0.5.16`	间接
npm	dom-accessibility-api	`0.6.3`	间接
npm	electron-to-chromium	`1.5.267`	间接
npm	enhanced-resolve	`5.18.4`	间接
npm	entities	`6.0.1`	间接
npm	es-module-lexer	`1.7.0`	间接
npm	escalade	`3.2.0`	间接
npm	escape-string-regexp	`2.0.0`	间接
npm	escape-string-regexp	`4.0.0`	间接
npm	eslint	`9.39.2`	间接
npm	eslint-config-prettier	`10.1.8`	间接
npm	eslint-plugin-react-dom	`2.5.5`	间接
npm	eslint-plugin-react-hooks	`7.0.1`	间接
npm	eslint-plugin-react-refresh	`0.4.26`	间接
npm	eslint-plugin-react-x	`2.5.5`	间接
npm	eslint-scope	`8.4.0`	间接
npm	eslint-visitor-keys	`3.4.3`	间接
npm	eslint-visitor-keys	`4.2.1`	间接
npm	espree	`10.4.0`	间接
npm	esquery	`1.7.0`	间接
npm	esrecurse	`4.3.0`	间接
npm	estraverse	`5.3.0`	间接
npm	estree-walker	`3.0.3`	间接
npm	esutils	`2.0.3`	间接
npm	expect	`30.2.0`	间接
npm	expect-type	`1.3.0`	间接
npm	fast-deep-equal	`3.1.3`	间接
npm	fast-json-stable-stringify	`2.1.0`	间接
npm	fast-levenshtein	`2.0.6`	间接
npm	fdir	`6.5.0`	间接
npm	file-entry-cache	`8.0.0`	间接
npm	fill-range	`7.1.1`	间接
npm	find-up	`5.0.0`	间接
npm	flat-cache	`4.0.1`	间接
npm	flatted	`3.3.3`	间接
npm	fsevents	`2.3.3`	间接
npm	gensync	`1.0.0-beta.2`	间接
npm	glob-parent	`6.0.2`	间接
npm	globals	`14.0.0`	间接
npm	globals	`17.0.0`	间接
npm	graceful-fs	`4.2.11`	间接
npm	has-flag	`4.0.0`	间接
npm	hermes-estree	`0.25.1`	间接
npm	hermes-parser	`0.25.1`	间接
npm	html-encoding-sniffer	`6.0.0`	间接
npm	html-escaper	`2.0.2`	间接
npm	http-proxy-agent	`7.0.2`	间接
npm	https-proxy-agent	`7.0.6`	间接
npm	ignore	`5.3.2`	间接
npm	ignore	`7.0.5`	间接
npm	import-fresh	`3.3.1`	间接
npm	imurmurhash	`0.1.4`	间接
npm	indent-string	`4.0.0`	间接
npm	is-extglob	`2.1.1`	间接
npm	is-glob	`4.0.3`	间接
npm	is-immutable-type	`5.0.1`	间接
npm	is-number	`7.0.0`	间接
npm	is-potential-custom-element-name	`1.0.1`	间接
npm	isexe	`2.0.0`	间接
npm	istanbul-lib-coverage	`3.2.2`	间接
npm	istanbul-lib-report	`3.0.1`	间接
npm	istanbul-lib-source-maps	`5.0.6`	间接
npm	istanbul-reports	`3.2.0`	间接
npm	jest-diff	`30.2.0`	间接
npm	jest-matcher-utils	`30.2.0`	间接
npm	jest-message-util	`30.2.0`	间接
npm	jest-mock	`30.2.0`	间接
npm	jest-regex-util	`30.0.1`	间接
npm	jest-util	`30.2.0`	间接
npm	jiti	`2.6.1`	间接
npm	js-tokens	`4.0.0`	间接
npm	js-tokens	`9.0.1`	间接
npm	js-yaml	`4.1.1`	间接
npm	jsdom	`27.4.0`	间接
npm	jsesc	`3.1.0`	间接
npm	json-buffer	`3.0.1`	间接
npm	json-schema-traverse	`0.4.1`	间接
npm	json-stable-stringify-without-jsonify	`1.0.1`	间接
npm	json5	`2.2.3`	间接
npm	keyv	`4.5.4`	间接
npm	levn	`0.4.1`	间接
npm	lightningcss	`1.30.2`	间接
npm	lightningcss-android-arm64	`1.30.2`	间接
npm	lightningcss-darwin-arm64	`1.30.2`	间接
npm	lightningcss-darwin-x64	`1.30.2`	间接
npm	lightningcss-freebsd-x64	`1.30.2`	间接
npm	lightningcss-linux-arm-gnueabihf	`1.30.2`	间接
npm	lightningcss-linux-arm64-gnu	`1.30.2`	间接
npm	lightningcss-linux-arm64-musl	`1.30.2`	间接
npm	lightningcss-linux-x64-gnu	`1.30.2`	间接
npm	lightningcss-linux-x64-musl	`1.30.2`	间接
npm	lightningcss-win32-arm64-msvc	`1.30.2`	间接
npm	lightningcss-win32-x64-msvc	`1.30.2`	间接
npm	locate-path	`6.0.0`	间接
npm	lodash.merge	`4.6.2`	间接
npm	lru-cache	`11.2.4`	间接
npm	lru-cache	`5.1.1`	间接
npm	lz-string	`1.5.0`	间接
npm	magic-string	`0.30.21`	间接
npm	magicast	`0.5.1`	间接
npm	make-dir	`4.0.0`	间接
npm	mdn-data	`2.12.2`	间接
npm	micromatch	`4.0.8`	间接
npm	min-indent	`1.0.1`	间接
npm	minimatch	`3.1.2`	间接
npm	minimatch	`9.0.5`	间接
npm	ms	`2.1.3`	间接
npm	nanoid	`3.3.11`	间接
npm	natural-compare	`1.4.0`	间接
npm	node-releases	`2.0.27`	间接
npm	obug	`2.1.1`	间接
npm	optionator	`0.9.4`	间接
npm	p-limit	`3.1.0`	间接
npm	p-locate	`5.0.0`	间接
npm	parent-module	`1.0.1`	间接
npm	parse5	`7.3.0`	间接
npm	parse5	`8.0.0`	间接
npm	path-exists	`4.0.0`	间接
npm	path-key	`3.1.1`	间接
npm	pathe	`2.0.3`	间接
npm	picocolors	`1.1.1`	间接
npm	picomatch	`2.3.1`	间接
npm	picomatch	`4.0.3`	间接
npm	postcss	`8.5.6`	间接
npm	prelude-ls	`1.2.1`	间接
npm	prettier	`3.8.1`	间接
npm	pretty-format	`27.5.1`	间接
npm	pretty-format	`30.2.0`	间接
npm	punycode	`2.3.1`	间接
npm	react-is	`17.0.2`	间接
npm	react-is	`18.3.1`	间接
npm	redent	`3.0.0`	间接
npm	require-from-string	`2.0.2`	间接
npm	resolve-from	`4.0.0`	间接
npm	rolldown	`1.0.0-beta.53`	间接
npm	rolldown-vite	`7.3.1`	间接
npm	saxes	`6.0.0`	间接
npm	scheduler	`0.27.0`	间接
npm	semver	`6.3.1`	间接
npm	semver	`7.7.3`	间接
npm	set-cookie-parser	`2.7.2`	间接
npm	shebang-command	`2.0.0`	间接
npm	shebang-regex	`3.0.0`	间接
npm	siginfo	`2.0.0`	间接
npm	slash	`3.0.0`	间接
npm	source-map-js	`1.2.1`	间接
npm	stack-utils	`2.0.6`	间接
npm	stackback	`0.0.2`	间接
npm	std-env	`3.10.0`	间接
npm	string-ts	`2.3.1`	间接
npm	strip-indent	`3.0.0`	间接
npm	strip-json-comments	`3.1.1`	间接
npm	supports-color	`7.2.0`	间接
npm	symbol-tree	`3.2.4`	间接
npm	tailwindcss	`4.1.18`	间接
npm	tapable	`2.3.0`	间接
npm	tinybench	`2.9.0`	间接
npm	tinyexec	`1.0.2`	间接
npm	tinyglobby	`0.2.15`	间接
npm	tinyrainbow	`3.0.3`	间接
npm	tldts	`7.0.19`	间接
npm	tldts-core	`7.0.19`	间接
npm	to-regex-range	`5.0.1`	间接
npm	tough-cookie	`6.0.0`	间接
npm	tr46	`6.0.0`	间接
npm	ts-api-utils	`2.4.0`	间接
npm	ts-declaration-location	`1.0.7`	间接
npm	ts-pattern	`5.9.0`	间接
npm	tslib	`2.8.1`	间接
npm	type-check	`0.4.0`	间接
npm	typescript	`5.9.3`	间接
npm	typescript-eslint	`8.52.0`	间接
npm	undici-types	`7.16.0`	间接
npm	update-browserslist-db	`1.2.3`	间接
npm	uri-js	`4.4.1`	间接
npm	vitest	`4.0.16`	间接
npm	w3c-xmlserializer	`5.0.0`	间接
npm	webidl-conversions	`8.0.1`	间接
npm	whatwg-mimetype	`4.0.0`	间接
npm	whatwg-url	`15.1.0`	间接
npm	which	`2.0.2`	间接
npm	why-is-node-running	`2.3.0`	间接
npm	word-wrap	`1.2.5`	间接
npm	ws	`8.19.0`	间接
npm	xml-name-validator	`5.0.0`	间接
npm	xmlchars	`2.2.0`	间接
npm	yallist	`3.1.1`	间接
npm	yocto-queue	`0.1.0`	间接
npm	zod	`4.3.5`	间接
npm	zod-validation-error	`4.0.2`	间接
PyPI	autoflake	`—`	间接
PyPI	azure-identity	`—`	间接
PyPI	azure-keyvault-secrets	`—`	间接
PyPI	black	`—`	间接
PyPI	boto3	`—`	间接
PyPI	hvac	`—`	间接
PyPI	pre-commit	`—`	间接
PyPI	pytest	`—`	间接
PyPI	pytest-asyncio	`—`	间接
PyPI	pytest-cov	`—`	间接
PyPI	redis	`—`	间接

依赖安全公告 15

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 392 个包，其中也包含从不交付的开发与测试版本固定：15 个存在已知公告，2 个为直接依赖。有 24 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包	版本	关系	严重程度	公告数	修复版本
flatted	`3.3.3`	间接	严重	2	`3.4.2`
vitest	`4.0.16`	间接	严重	1	`4.1.0`
react-router	`7.12.0`	直接	高	11	`7.18.0`
brace-expansion	`1.1.12`	间接	高	2	`5.0.7`
brace-expansion	`2.0.2`	间接	高	2	`5.0.7`
js-yaml	`4.1.1`	间接	高	2	`4.3.0`
minimatch	`3.1.2`	间接	高	3	`10.2.3`
minimatch	`9.0.5`	间接	高	3	`10.2.3`
picomatch	`2.3.1`	间接	高	2	`4.0.4`
picomatch	`4.0.3`	间接	高	2	`4.0.4`
postcss	`8.5.6`	间接	高	2	`8.5.12`
ws	`8.19.0`	间接	高	2	`8.21.0`
dompurify	`3.3.1`	直接	中	17	`3.4.12`
ajv	`6.12.6`	间接	中	1	`8.18.0`
@babel/core	`7.28.5`	间接	低	1	`8.0.0-rc.6`

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": [
        "mlflow",
        "mlflow-tracking-server",
        "oauth2",
        "oidc",
        "permission-management",
        "sso",
        "machine-learning"
      ],
      "is_fork": false,
      "size_kb": 2481,
      "has_wiki": false,
      "homepage": "https://mlflow-oidc.github.io/mlflow-oidc-auth/",
      "languages": {
        "CSS": 6213,
        "HTML": 12745,
        "Mako": 510,
        "Shell": 2077,
        "Python": 3125959,
        "JavaScript": 1223,
        "TypeScript": 796427,
        "Jupyter Notebook": 11052
      },
      "pushed_at": "2026-07-24T02:21:28Z",
      "created_at": "2024-04-01T02:29:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T02:20:35Z",
      "description": "MLflow Tracking Server OIDC Auth plugin",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": null,
      "name": "MLflow + OpenID Connect",
      "type": "Organization",
      "login": "mlflow-oidc",
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          "body": "## Summary\n\nFollow-up to #249. The session re-auth feature injects a small fetch/XHR\ninterceptor into MLflow's `index.html` from\n`mlflow_oidc_auth/hack/reauth.html`, but that file was never listed in\n`[tool.setuptools.package-data]`. Editable installs (and the test suite)\nwork because the file exist\n[…]\npire session → SPA auto-redirects to\n`/login?next=<original-path>`\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(packaging): ship hack/reauth.html in the wheel (#255)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-22T19:32:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c9d54aedd3abfd73c785c2de9768fe3e163e7da7",
          "body": null,
          "is_bot": false,
          "headline": "feat: menu and permission fixes (#254)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T02:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4077bc32aacfecc06369baecaed2c4ef8f54dbd8",
          "body": "…on name",
          "is_bot": false,
          "headline": "fix(auth-page): update copyright notice to reflect correct organizati…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T01:40:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24a52f095500060c9ec56f928d0be3b3a5a9b831",
          "body": null,
          "is_bot": false,
          "headline": "feat: add contributing guidelines and notice file; update README footer",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T01:08:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9064ca3176e757c648c00199d0fc6ea806ddaa78",
          "body": null,
          "is_bot": false,
          "headline": "fix: update project descriptions and add disclaimer to documentation",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:38:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e35d891265c2eca6df26411807f149cfd7281499",
          "body": "…ng tests",
          "is_bot": false,
          "headline": "feat(gateway): add support for gateway creation paths and correspondi…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:25:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1f7852d688c566e5b0144b7884fcf68e6af89a2",
          "body": null,
          "is_bot": false,
          "headline": "fix(menu): improve menu anchor selection and item reordering logic",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:24:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89520dbf6e45eae28ffb8404752ece4ceca5e16c",
          "body": null,
          "is_bot": false,
          "headline": "fix: update health check endpoint in run-dev-server script",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:24:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5440c0774c78d25e5e1b621b32df5f44105e5154",
          "body": "Closes #242.\n\n## Summary\n\nOnce a user completed the OIDC login flow, their session lasted up to\n~14 days regardless of any IdP-side change (deactivation, group/MFA\nchanges, password resets, etc.) because only `username` was persisted\nand Starlette's `SessionMiddleware` fell back to its default cooki\n[…]\nClaude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Alexander Kharkevich <kharkevich@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(auth): re-authenticate sessions against IdP token expiry (#249)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-12T16:10:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a1181877ee5c557c83283c94d5617606a28fd596",
          "body": "When token validation fails, the bearer/basic auth handlers log only the\nexception class name with no message, traceback, URL, or token claim.\nOperators investigating intermittent 401s cannot tell apart token\nexpiry, JWKS network errors, signature mismatch, or claim issues — all\ncollapse to the same\n[…]\ng tests and callers are unaffected.\n- <del>`auth.py`: add a 10s timeout on the OIDC discovery and JWKS HTTP\ncalls.<del>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: improve auth-failure diagnostics (#243)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-06T16:12:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3db2ea9b210691a19965a4299f0da0564e20121a",
          "body": "…vs update behaviour (#245)\n\nclarify #240\n\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "docs: update workspace permissions documentation to clarify creation …",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-01T14:48:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f7e7a45faed743839f8d5c1734a64c4e50299e80",
          "body": "Allow users to [configure Starlette\nSessionMiddleware](https://www.starlette.dev/middleware/#sessionmiddleware)\ncookies. The default values mirror Starlette's default to maintain the\nexisting behavior.",
          "is_bot": false,
          "headline": "feat: extend Starlette SessionMiddleware config (#232)",
          "author_name": "Jacky Lam",
          "author_login": "jackylamhk",
          "committed_at": "2026-05-01T13:28:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e101c4e817ce74f576aca2409ad60f78053b7ce3",
          "body": "I ran into this same issue -\nhttps://github.com/mlflow-oidc/mlflow-oidc-auth/issues/236.\n\nThe original regex expects the experiment-id to be the first value in\nthe artifact path e.g.\n\n```\n{experiment-id}/{other information}...\n```\nWhen workspaces are enabled the path changes to \n```\nworkspaces/{workspace-name}/{experiment-id}/..\n```",
          "is_bot": false,
          "headline": "fix: get experiment-id for workspace enabled paths (#237)",
          "author_name": "Joanne Shin",
          "author_login": "jlshin",
          "committed_at": "2026-04-20T23:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bee7e0eb33559cfc77e0fb2642b2e5b0024af41",
          "body": "Co-authored-by: Alexander Kharkevich <kharkevich@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: add back missing api doc setting (#233)",
          "author_name": "Jacky Lam",
          "author_login": "jackylamhk",
          "committed_at": "2026-04-14T00:12:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "adef829dd8e14146444e872b8a22845be87c3e26",
          "body": "For non-admin users, workspace enabled I am seeing the following\n\"Permission Denied\" message in the UI that does not seem relevant to\nanything. I believe it comes from incorrectly extracting the gateway\nname.\n\n<img width=\"1233\" height=\"975\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/47c5f2f2-338d-4a9e-a997-c648535b0946\"\n/>",
          "is_bot": false,
          "headline": "fix: permission denied for non-admins (#235)",
          "author_name": "Joanne Shin",
          "author_login": "jlshin",
          "committed_at": "2026-04-13T18:45:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f540e82f78800573a1fceb861f55d87b63a4f94",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): fix plugin installation",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-03-30T17:35:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f31c259b33ace607559878181f94a33a7ecee041",
          "body": "BREAKING CHANGE: workspaces support\n\n- **docs: add codebase mapping for project planning**\n- **docs: initialize project**\n- **chore: add project config**\n- **docs: complete project research**\n- **docs: define v1 requirements**\n- **docs: create roadmap (4 phases)**\n- **docs(01): generate context from\n[…]\n management UI infrastructure and\nnavigation**\n- **feat(ui): add workspace list and detail pages with member\nmanagement**\n- **docs(phase-04): mark phase 4 and milestone complete in roadmap and\nstate**",
          "is_bot": false,
          "headline": "feat: workspace support (#230)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-03-30T17:28:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f523c006952e5eb4b004070983a4e86f38e2e7f5",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix logger configuration",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-02-24T20:18:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14c2443e1d2b291df5e1510d88c1686dd5980967",
          "body": "Co-authored-by: Olga Kharkevich <olga.kharkevich@gmail.com>",
          "is_bot": false,
          "headline": "feat: add AI gateway permission management (#196)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-02-23T19:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26ea42b0bf7505b640227bad9b7982bb8c4f7cce",
          "body": "## Description (Updated after Copilot review):\nThis PR fixes issue #198 by ensuring all API calls and navigation\nproperly handle the basePath from runtime config.\n\n## Changes\n\n**1. BasePath-aware API calls**\nUpdated services and components to use `resolveUrl` for proper basePath\nprefixing:\n- Access \n[…]\nh the following dockerfile:\n```dockerfile\nFROM ghcr.io/mlflow-oidc/mlflow-tracking-server:3.9.0-6.6.4-20260130\nCOPY mlflow_oidc_auth/ui/ /mlflow/.venv/lib/python3.12/site-packages/mlflow_oidc_auth/ui/",
          "is_bot": false,
          "headline": "fix: prefix relative URLs with runtime config base path (#199)",
          "author_name": "Korel",
          "author_login": "Korel",
          "committed_at": "2026-02-10T03:41:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "788f9c8c05feb651200ee72054edcc82093797d6",
          "body": null,
          "is_bot": false,
          "headline": "fix: web react code improvements (#193)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-28T15:19:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37752076c19047aa188fcda66e26996079635c6a",
          "body": null,
          "is_bot": false,
          "headline": "fix: align exception response (#192)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-27T21:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dde22a82cd208d479ea9ca118124b70c65e5cf0",
          "body": null,
          "is_bot": false,
          "headline": "fix: improve internal security and stability (#191)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-27T15:16:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f7f7283843db6e3b5e849a5d3a2505eb7fee786",
          "body": null,
          "is_bot": false,
          "headline": "fix: ui & ux styles alignment (#190)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-27T03:56:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a907c5686f7b3de2c7f6238b009a03055f48b0a",
          "body": null,
          "is_bot": false,
          "headline": "feat: webhook management UI (#182)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T21:45:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d429585e7f8187195caf7e8afc746c516f5bcca",
          "body": null,
          "is_bot": false,
          "headline": "refactor: improve accessibility, state management, and UI consistency",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T21:31:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cf66d3b42d8bb8400a12ff6b079f4b879b186c5",
          "body": null,
          "is_bot": false,
          "headline": "chore: formatting",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T20:58:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cd6590dd7f8b52f5084588c755d4474c5a434d4",
          "body": null,
          "is_bot": false,
          "headline": "refactor: implement silent updates and optimize status toggling",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T20:56:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3261eb5262ce2cf7d5fa188ee9d1c943f69d5164",
          "body": null,
          "is_bot": false,
          "headline": "feat: enhance OIDC authentication flow, fix #180 (#184)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T05:53:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee547245e001846d6bd0c5f7078dddd9760528c2",
          "body": "…ndling",
          "is_bot": false,
          "headline": "feat: add webhook secret encryption key handling and related error ha…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T04:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5053bcf83f3cc111e44df7256e3c197f9f4f6fdc",
          "body": null,
          "is_bot": false,
          "headline": "feat: update the authentication page and the sidebar (#183)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T04:24:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53285b45484490ff1b7907fb0226e4e4f1aa4263",
          "body": null,
          "is_bot": false,
          "headline": "refactor: extract WebhookForm component and add tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-21T20:13:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edfc95228a9ce1423eede705056c350d441f5789",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook editing and refine URL validation",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-21T18:24:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88edce54941d9a4bf2d7a7f5353fcc51d9581479",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook creation and deletion with UI modals",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T22:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80db4ad25396936e8d25228ef8e761b9dda70afd",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement Webhooks page and data integration",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T19:23:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c01c9283d3c123b61c612b7b518e67ff17dde5f",
          "body": null,
          "is_bot": false,
          "headline": "fix: update webhook endpoint paths to remove trailing slashes",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-20T19:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b3e80c12c9cd20155843ce96762372332b2f946",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook management service and tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T16:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff644023d15ce7bb75f7a20e460e4e2e29957586",
          "body": null,
          "is_bot": false,
          "headline": "ci: refine SonarQube configuration (#179)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T15:10:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f45bc2a1f212f7778684bd75d598300fe848cc28",
          "body": null,
          "is_bot": false,
          "headline": "ci: update SonarCloud Scan condition",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T05:31:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23f2d5b4a508d5e27b689d22ceabe81846bb6738",
          "body": null,
          "is_bot": false,
          "headline": "test: fix test run (#178)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T05:11:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d00e823927e6133fc10daf8f0cdc282158f42f4",
          "body": null,
          "is_bot": false,
          "headline": "test: add UI unit and integration tests (#177)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T04:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "106a1f2680f72257567a069fe73567170095db01",
          "body": null,
          "is_bot": false,
          "headline": "test: add new unit and integration tests, refactor existing tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T04:03:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13ae499179c73af0cd06dc74ef59d73c66a5e643",
          "body": null,
          "is_bot": false,
          "headline": "test: add unit tests for  components, pages, hooks, and services",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T03:28:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cc475f11993d10ef83c29254125366f7851847a",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement trash page functionality with route-based tabs (#176)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T01:29:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e38f2a674efa99bac7e500d39c1900bfa557931d",
          "body": null,
          "is_bot": false,
          "headline": "feat: add Experiment ID column to the trash page table",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T01:28:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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                      "count": 7
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 14/24 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 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 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "51 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 392 resolved dependencies against OSV; 24 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 392
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 24
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "osv",
              "advisories": 53,
              "affected_packages": 15,
              "assessed_packages": 392,
              "unassessed_packages": 24,
              "affected_by_severity": "critical 2, high 10, moderate 2, low 1",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)",
                "points": 10.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)"
                    }
                  }
                ],
                "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 142 days ago",
                "points": 34.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 142
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 392,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 13
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                ".github/instructions/python.instructions.md",
                ".github/instructions/react.instructions.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 26538
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "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": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web-react/tsconfig.json"
              ],
              "agent_commit_share": 0.09,
              "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": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web-react/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web-react/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "9 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 9,
                      "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 126517,
              "source_files_sampled": 609,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (web-react/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "web-react/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/609 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 609,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:mlflow-oidc-auth@7.3.5; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T02:24:04.243383Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mlflow-oidc/mlflow-oidc-auth.svg",
  "full_name": "mlflow-oidc/mlflow-oidc-auth",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

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

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