公开记录
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-20 19:54 UTC

unslothai / unsloth

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

Python · TypeScriptApache-2.0★ 68,542 星标⑂ 6,160 复刻始于 2023年11月在 GitHub 上查看 ↗
#fine-tuning#llama#llms#mistral#gemma#llama3#unsloth#llm#deepseek#gemma3#text-to-speech#tts#qwen#agent#openai#gpt-oss#reinforcement-learning#self-hosted#ui

unslothai/unsloth 的健康指数为 100 分中的 82 分，处于「良好」区间。 其得分最高的类别是Vitality（100/100），最低的是AI Readiness（49/100）。 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。

82
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。

82
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

Unsloth AI组织
3,272 关注者11 个公开仓库始于 2023年11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
PyPIunsloth2026.7.42,324,9042140 天前aillmreinforcement-learningmachine-learningartificial-intelligencepytorch

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？

100优秀 · 占总体的 22%

开发活跃度

100优秀
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 3,609 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year3,609
human_commit_share—
days_since_last_push0
active_weeks_last_year52

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 44 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 6.9 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count44
latest_release_tagv0.1.50-beta
releases_from_tags否
days_since_latest_release0
mean_days_between_releases6.9
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

94优秀 · 占总体的 18%

流行度与采用

99优秀
评分方式
60/60星标 — 68,542 个星标
25/25复刻 — 6,160 个复刻
14.3/15关注者 — 367 位关注者
所用输入
forks6,160
stars68,542
watchers367
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 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

生态采用（下载量）

100优秀
评分方式
80/80月度下载量 — pypi 合计每月 2,324,904 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
packagesunsloth
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,324,904
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？

68中等 · 占总体的 24%

维护者韧性（巴士系数）

42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
9/22.5提交分布 — 头号贡献者编写了 60% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 17 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled100
top_contributor_share0.598

议题与 PR 响应能力

75良好
评分方式
38/46.8议题解决 — 81% 的议题已关闭
29.7/38.3PR 接受 — 已裁定的 PR 中 2,337/3,012 已合并
7.5/15OpenSSF Scorecard：Code-Review — Found 15/30 approved changesets -- score normalized to 5
所用输入
merged_prs2,337
open_issues704
closed_issues3,059
issue_closed_ratio0.813
closed_unmerged_prs675

所有权与托管责任

68中等
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 — unslothai 有 3,272 位关注者
13.2/25既往记录 — 11 个公开仓库，账户约 2 年
所用输入
followers3,272
owner_typeOrganization
is_verified—
owner_loginunslothai
public_repos11
account_age_days978

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 — 214 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
packagesunsloth
ecosystemspypi
any_deprecated否
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位？

80良好 · 占总体的 20%

工程实践

90优秀
评分方式
24/24CI 工作流 — 31 个工作流
24/24存在测试
16/16Linter 配置 — biome.json, eslint.config.js
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
16/20OpenSSF Scorecard：CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://unsloth.ai/docs
10/10仓库描述
10/10主题标签 — 19 个主题标签
0/10Wiki
所用输入
topicsfine-tuning, llama, llms, mistral, gemma, llama3, unsloth, llm, deepseek, gemma3, text-to-speech, tts, qwen, agent, openai, gpt-oss, reinforcement-learning, self-hosted, ui
has_wiki否
homepagehttps://unsloth.ai/docs
has_readme是
has_docs_dir否
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？

69中等 · 占总体的 16%

安全态势

61中等
评分方式
6/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — 无数据
2/2.5CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 15/30 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 17 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
1.5/5SAST — SAST tool is not run on all commits -- score normalized to 3
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 33 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6.1
已排除计分（无数据或不适用）：branch_protection, packaging, signed_releases。 其余权重已重新归一化。

依赖安全公告

100优秀
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
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
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
advisories49
affected_packages30
assessed_packages1,715
unassessed_packages118
affected_by_severitycritical 1, high 4, moderate 5, low 2, unknown 18
direct_affected_packages0
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 1715 个已解析依赖与 OSV 比对。 有 118 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。

49存在风险 · 占总体的 0%

AI 代理上下文与指引

1危急
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）
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt否
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

69中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — biome.json, eslint.config.js
11/11静态类型检查 — studio/frontend/tsconfig.json
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
3/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
所用输入
has_nix否
has_tests是
lockfilesCargo.lock, package-lock.json
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config是
typecheck_configsstudio/frontend/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。

面向模型的代码可读性

80良好
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（studio/frontend/tsconfig.json）
52.6/55可控的文件大小 — 采样的 1,727 个源文件中有 75 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes676,931
source_files_sampled1,727
oversized_source_files75

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — notebooks
所用输入
example_dirsnotebooks
has_mcp_signal是
api_schema_files—

关键数据

68,542GitHub 星标
100贡献者
3,609最近 12 个月提交数
0距最近推送天数
44发布版本数
1巴士系数（bus factor）
704开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • deps.dev does not index pypi:unsloth@2026.7.4; advisories assessed against the repository dependency graph instead

更多细节

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 · 2026-07-20 19:53 UTC

8Binary-Artifactsbinaries present in source code
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
8CI-Tests25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 15/30 approved changesets -- score normalized to 5
10Contributorsproject has 17 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
3SASTSAST tool is not run on all commits -- score normalized to 3
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities33 existing vulnerabilities detected
直接依赖 5
注册表软件包版本约束清单文件
PyPItyper—pyproject.toml
PyPIrich—pyproject.toml
PyPIpydantic—pyproject.toml
PyPIpyyaml—pyproject.toml
PyPInest-asyncio—pyproject.toml
全部依赖 1,833

来自 GitHub 依赖图的完整解析依赖集合：5 个直接依赖与 1,828 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
PyPInest-asyncio—直接
PyPIpydantic—直接
PyPIpyyaml—直接
PyPIrich—直接
PyPItyper—直接
crates.ioadler22.0.1间接
crates.ioaho-corasick1.1.4间接
crates.ioalloc-no-stdlib2.0.4间接
crates.ioalloc-stdlib0.2.2间接
crates.ioandroid_system_properties0.1.5间接
crates.ioanyhow1.0.102间接
crates.ioarbitrary1.4.2间接
crates.ioarboard3.6.1间接
crates.ioasync-broadcast0.7.2间接
crates.ioasync-channel2.5.0间接
crates.ioasync-executor1.14.0间接
crates.ioasync-io2.6.0间接
crates.ioasync-lock3.4.2间接
crates.ioasync-process2.5.0间接
crates.ioasync-recursion1.1.1间接
crates.ioasync-signal0.2.13间接
crates.ioasync-task4.7.1间接
crates.ioasync-trait0.1.89间接
crates.ioatk0.18.2间接
crates.ioatk-sys0.18.2间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.0间接
crates.iobase640.21.7间接
crates.iobase640.22.1间接
crates.iobit-set0.8.0间接
crates.iobit-vec0.8.0间接
crates.iobitflags1.3.2间接
crates.iobitflags2.11.0间接
crates.ioblock-buffer0.10.4间接
crates.ioblock-buffer0.12.1间接
crates.ioblock20.6.2间接
crates.ioblocking1.6.2间接
crates.iobrotli8.0.2间接
crates.iobrotli-decompressor5.0.0间接
crates.iobumpalo3.20.2间接
crates.iobytemuck1.25.0间接
crates.iobyteorder1.5.0间接
crates.iobyteorder-lite0.1.0间接
crates.iobytes1.11.1间接
crates.iocairo-rs0.18.5间接
crates.iocairo-sys-rs0.18.2间接
crates.iocamino1.2.2间接
crates.iocargo-platform0.1.9间接
crates.iocargo_metadata0.19.2间接
crates.iocargo_toml0.22.3间接
crates.iocc1.2.57间接
crates.iocesu81.1.0间接
crates.iocfb0.7.3间接
crates.iocfg-expr0.15.8间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.1间接
crates.iochacha200.10.0间接
crates.iochrono0.4.44间接
crates.ioclipboard-win5.4.1间接
crates.iocmov0.5.4间接
crates.iocombine4.6.7间接
crates.ioconcurrent-queue2.5.0间接
crates.ioconst-oid0.10.2间接
crates.ioconvert_case0.4.0间接
crates.iocookie0.18.1间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation0.9.4间接
crates.iocore-foundation-sys0.8.7间接
crates.iocore-graphics0.25.0间接
crates.iocore-graphics-types0.2.0间接
crates.iocpufeatures0.2.17间接
crates.iocpufeatures0.3.0间接
crates.iocrc32fast1.5.0间接
crates.iocrossbeam-channel0.5.15间接
crates.iocrossbeam-utils0.8.21间接
crates.iocrunchy0.2.4间接
crates.iocrypto-common0.1.7间接
crates.iocrypto-common0.2.2间接
crates.iocssparser0.29.6间接
crates.iocssparser0.36.0间接
crates.iocssparser-macros0.6.1间接
crates.ioctor0.8.0间接
crates.ioctor-proc-macro0.0.7间接
crates.ioctutils0.4.2间接
crates.iodarling0.23.0间接
crates.iodarling_core0.23.0间接
crates.iodarling_macro0.23.0间接
crates.iodbus0.9.11间接
crates.ioderanged0.5.8间接
crates.ioderive_arbitrary1.4.2间接
crates.ioderive_more0.99.20间接
crates.ioderive_more2.1.1间接
crates.ioderive_more-impl2.1.1间接
crates.iodigest0.10.7间接
crates.iodigest0.11.3间接
crates.iodirs6.0.0间接
crates.iodirs-sys0.5.0间接
crates.iodispatch20.3.1间接
crates.iodisplaydoc0.2.5间接
crates.iodlopen20.8.2间接
crates.iodlopen2_derive0.4.3间接
crates.iodom_query0.27.0间接
crates.iodowncast-rs1.2.1间接
crates.iodpi0.1.2间接
crates.iodtoa1.0.11间接
crates.iodtoa-short0.3.5间接
crates.iodtor0.3.0间接
crates.iodtor-proc-macro0.0.6间接
crates.iodunce1.0.5间接
crates.iodyn-clone1.0.20间接
crates.ioelevated-command1.1.2间接
crates.ioembed-resource3.0.7间接
crates.ioembed_plist1.2.2间接
crates.ioencoding_rs0.8.35间接
crates.ioendi1.1.1间接
crates.ioenumflags20.7.12间接
crates.ioenumflags2_derive0.7.12间接
crates.ioequivalent1.0.2间接
crates.ioerased-serde0.4.10间接
crates.ioerrno0.3.14间接
crates.ioerror-code3.3.2间接
crates.ioevent-listener5.4.1间接
crates.ioevent-listener-strategy0.5.4间接
crates.iofastrand2.3.0间接
crates.iofax0.2.7间接
crates.iofdeflate0.3.7间接
crates.iofield-offset0.3.6间接
crates.iofiletime0.2.27间接
crates.iofind-msvc-tools0.1.9间接
crates.iofix-path-env0.0.0间接
crates.iofixedbitset0.5.7间接
crates.ioflate21.1.9间接
crates.iofnv1.0.7间接
crates.iofoldhash0.1.5间接
crates.iofoldhash0.2.0间接
crates.ioforeign-types0.3.2间接
crates.ioforeign-types0.5.0间接
crates.ioforeign-types-macros0.2.3间接
crates.ioforeign-types-shared0.1.1间接
crates.ioforeign-types-shared0.3.1间接
crates.ioform_urlencoded1.2.2间接
crates.iofutf0.1.5间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-executor0.3.32间接
crates.iofutures-io0.3.32间接
crates.iofutures-lite2.6.1间接
crates.iofutures-macro0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iofxhash0.2.1间接
crates.iogdk0.18.2间接
crates.iogdk-pixbuf0.18.5间接
crates.iogdk-pixbuf-sys0.18.0间接
crates.iogdk-sys0.18.2间接
crates.iogdkwayland-sys0.18.2间接
crates.iogdkx110.18.2间接
crates.iogdkx11-sys0.18.2间接
crates.iogeneric-array0.14.7间接
crates.iogethostname1.1.0间接
crates.iogetrandom0.1.16间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.3.4间接
crates.iogetrandom0.4.2间接
crates.iogio0.18.4间接
crates.iogio-sys0.18.1间接
crates.ioglib0.18.5间接
crates.ioglib-macros0.18.5间接
crates.ioglib-sys0.18.1间接
crates.ioglob0.3.3间接
crates.iogobject-sys0.18.0间接
crates.iogtk0.18.2间接
crates.iogtk-sys0.18.2间接
crates.iogtk3-macros0.18.2间接
crates.ioh20.4.13间接
crates.iohalf2.7.1间接
crates.iohashbrown0.12.3间接
crates.iohashbrown0.15.5间接
crates.iohashbrown0.16.1间接
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crates.ioheck0.5.0间接
crates.iohermit-abi0.5.2间接
crates.iohex0.4.3间接
crates.iohmac0.13.0间接
crates.iohome0.5.12间接
crates.iohtml5ever0.29.1间接
crates.iohtml5ever0.38.0间接
crates.iohttp1.4.0间接
crates.iohttp-body1.0.1间接
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crates.iohttparse1.10.1间接
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crates.iohyper-tls0.6.0间接
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crates.ioiana-time-zone0.1.65间接
crates.ioiana-time-zone-haiku0.1.2间接
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crates.ioicu_collections2.1.1间接
crates.ioicu_locale_core2.1.1间接
crates.ioicu_normalizer2.1.1间接
crates.ioicu_normalizer_data2.1.1间接
crates.ioicu_properties2.1.2间接
crates.ioicu_properties_data2.1.2间接
crates.ioicu_provider2.1.1间接
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crates.ioident_case1.0.1间接
crates.ioidna1.1.0间接
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crates.iojni0.21.1间接
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crates.iojs-sys0.3.91间接
crates.iojson-patch3.0.1间接
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crates.iokeyboard-types0.7.0间接
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crates.iolibappindicator0.9.0间接
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crates.iolibc0.2.186间接
crates.iolibdbus-sys0.2.7间接
crates.iolibloading0.7.4间接
crates.iolibredox0.1.14间接
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crates.iomarkup5ever0.14.1间接
crates.iomarkup5ever0.38.0间接
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crates.ioproc-macro21.0.106间接
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crates.iothiserror1.0.69间接
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crates.iothiserror-impl1.0.69间接
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crates.iotoml_datetime1.1.1+spec-1.1.0间接
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crates.iotoml_edit0.25.5+spec-1.1.0间接
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crates.iotypenum1.20.1间接
crates.iouds_windows1.2.1间接
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crates.iourl2.5.8间接
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crates.ioutf-80.7.6间接
crates.ioutf8_iter1.0.4间接
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crates.iowasip21.0.2+wasi-0.2.9间接
crates.iowasip30.4.0+wasi-0.3.0-rc-2026-01-06间接
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crates.iowasm-encoder0.244.0间接
crates.iowasm-metadata0.244.0间接
crates.iowasm-streams0.5.0间接
crates.iowasmparser0.244.0间接
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crates.iowebkit2gtk-sys2.0.2间接
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crates.iowebview2-com0.38.2间接
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crates.ioweezl0.1.12间接
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crates.iowinapi-i686-pc-windows-gnu0.4.0间接
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crates.iowinapi-x86_64-pc-windows-gnu0.4.0间接
crates.iowindow-vibrancy0.6.0间接
crates.iowindows0.52.0间接
crates.iowindows0.61.3间接
crates.iowindows0.62.2间接
crates.iowindows-collections0.2.0间接
crates.iowindows-collections0.3.2间接
crates.iowindows-core0.52.0间接
crates.iowindows-core0.61.2间接
crates.iowindows-core0.62.2间接
crates.iowindows-future0.2.1间接
crates.iowindows-future0.3.2间接
crates.iowindows-implement0.60.2间接
crates.iowindows-interface0.59.3间接
crates.iowindows-link0.1.3间接
crates.iowindows-link0.2.1间接
crates.iowindows-numerics0.2.0间接
crates.iowindows-numerics0.3.1间接
crates.iowindows-registry0.6.1间接
crates.iowindows-result0.3.4间接
crates.iowindows-result0.4.1间接
crates.iowindows-strings0.4.2间接
crates.iowindows-strings0.5.1间接
crates.iowindows-sys0.45.0间接
crates.iowindows-sys0.52.0间接
crates.iowindows-sys0.59.0间接
crates.iowindows-sys0.60.2间接
crates.iowindows-sys0.61.2间接
crates.iowindows-targets0.42.2间接
crates.iowindows-targets0.52.6间接
crates.iowindows-targets0.53.5间接
crates.iowindows-threading0.1.0间接
crates.iowindows-threading0.2.1间接
crates.iowindows-version0.1.7间接
crates.iowindows_aarch64_gnullvm0.42.2间接
crates.iowindows_aarch64_gnullvm0.52.6间接
crates.iowindows_aarch64_gnullvm0.53.1间接
crates.iowindows_aarch64_msvc0.42.2间接
crates.iowindows_aarch64_msvc0.52.6间接
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npmside-channel1.1.0间接
npmside-channel-list1.0.1间接
npmside-channel-map1.0.1间接
npmside-channel-weakmap1.0.2间接
npmsignal-exit3.0.7间接
npmsignal-exit4.1.0间接
npmsisteransi1.0.5间接
npmsonner2.0.7间接
npmsource-map0.6.1间接
npmsource-map-js1.2.1间接
npmspace-separated-tokens2.0.2间接
npmsprintf-js1.0.3间接
npmstatuses2.0.2间接
npmstdin-discarder0.2.2间接
npmstreamdown2.5.0间接
npmstrict-event-emitter0.5.1间接
npmstring-width4.2.3间接
npmstring-width7.2.0间接
npmstring_decoder1.1.1间接
npmstringify-entities4.0.4间接
npmstringify-object5.0.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-bom3.0.0间接
npmstrip-final-newline2.0.0间接
npmstrip-final-newline4.0.0间接
npmstrip-json-comments3.1.1间接
npmstyle-to-js1.1.21间接
npmstyle-to-object1.0.14间接
npmstylis4.4.0间接
npmsupports-color7.2.0间接
npmtagged-tag1.0.0间接
npmtailwind-merge3.5.0间接
npmtailwindcss4.2.4间接
npmtapable2.3.3间接
npmtiny-invariant1.3.3间接
npmtinyexec1.1.2间接
npmtinyglobby0.2.17间接
npmtldts7.0.30间接
npmtldts-core7.0.30间接
npmto-regex-range5.0.1间接
npmtoidentifier1.0.1间接
npmtough-cookie6.0.1间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmts-api-utils2.5.0间接
npmts-dedent2.2.0间接
npmts-morph26.0.0间接
npmtsconfig-paths4.2.0间接
npmtslib2.8.1间接
npmtw-animate-css1.4.0间接
npmtw-shimmer0.4.11间接
npmtype-check0.4.0间接
npmtype-fest5.6.0间接
npmtype-is2.0.1间接
npmtypescript5.9.3间接
npmtypescript-eslint8.59.2间接
npmufo1.6.4间接
npmunderscore1.13.8间接
npmundici-types6.21.0间接
npmundici-types7.19.2间接
npmunicorn-magic0.3.0间接
npmunified11.0.5间接
npmunist-util-find-after5.0.0间接
npmunist-util-is6.0.1间接
npmunist-util-position5.0.0间接
npmunist-util-remove-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-parents6.0.2间接
npmuniversalify2.0.1间接
npmunpdf1.6.2间接
npmunpipe1.0.0间接
npmuntil-async3.0.2间接
npmupdate-browserslist-db1.2.3间接
npmuri-js4.4.1间接
npmuse-callback-ref1.3.3间接
npmuse-composed-ref1.4.0间接
npmuse-effect-event2.0.3间接
npmuse-isomorphic-layout-effect1.2.1间接
npmuse-latest1.3.0间接
npmuse-sidecar1.1.3间接
npmuse-sync-external-store1.6.0间接
npmutil-deprecate1.0.2间接
npmuuid11.1.1间接
npmvalidate-npm-package-name7.0.2间接
npmvary1.1.2间接
npmvfile6.0.3间接
npmvfile-location5.0.3间接
npmvfile-message4.0.3间接
npmvictory-vendor37.3.6间接
npmvite8.0.16间接
npmwarning4.0.3间接
npmweb-namespaces2.0.1间接
npmweb-streams-polyfill3.3.3间接
npmwhich2.0.2间接
npmwhich4.0.0间接
npmword-wrap1.2.5间接
npmwrap-ansi7.0.0间接
npmwrappy1.0.2间接
npmwsl-utils0.3.1间接
npmxmlbuilder10.1.1间接
npmy18n5.0.8间接
npmyallist3.1.1间接
npmyargs17.7.2间接
npmyargs-parser21.1.1间接
npmyocto-queue0.1.0间接
npmyocto-spinner1.2.0间接
npmyoctocolors2.1.2间接
npmzod3.25.76间接
npmzod4.4.3间接
npmzod-to-json-schema3.25.2间接
npmzod-validation-error4.0.2间接
npmzustand4.5.7间接
npmzustand5.0.13间接
npmzwitch2.0.4间接
PyPIaccelerate—间接
PyPIannotated-doc—间接
PyPIanyascii—间接
PyPIanyio—间接
PyPIargbind—间接
PyPIbitsandbytes0.45.5间接
PyPIboto3—间接
PyPIcertifi—间接
PyPIchardet—间接
PyPIclick—间接
PyPIcryptography—间接
PyPIcut-cross-entropy—间接
PyPIdata-designer0.5.4间接
PyPIdata-designer-config0.5.4间接
PyPIdata-designer-engine—间接
PyPIdata-designer-engine0.5.4间接
PyPIdatasets—间接
PyPIdatasets4.3.0间接
PyPIddgs—间接
PyPIdescript-audio-codec—间接
PyPIdescript-audiotools—间接
PyPIdiceware—间接
PyPIdiffusers—间接
PyPIduckdb—间接
PyPIeinops—间接
PyPIeinx—间接
PyPIfaker—间接
PyPIfastapi—间接
PyPIfastmcp—间接
PyPIffmpy—间接
PyPIfilelock—间接
PyPIflash-attn—间接
PyPIflatbuffers—间接
PyPIflatten-dict—间接
PyPIfsspec—间接
PyPIftfy—间接
PyPIh11—间接
PyPIhf-transfer—间接
PyPIhttpcore—间接
PyPIhttpx—间接
PyPIhttpx-retries—间接
PyPIhuggingface-hub—间接
PyPIhuggingface-hub0.36.2间接
PyPIidna—间接
PyPIimportlib-resources—间接
PyPIinflect—间接
PyPIjson-repair—间接
PyPIjsonpath-rust-bindings—间接
PyPIjsonschema—间接
PyPIjulius—间接
PyPIkernels0.12.1间接
PyPIlibrosa—间接
PyPIloguru—间接
PyPIlxml—间接
PyPIlxml6.0.2间接
PyPImammoth—间接
PyPImarkdown-it-py—间接
PyPImarkdown2—间接
PyPImarko—间接
PyPImatplotlib3.10.9间接
PyPImcp—间接
PyPImdurl—间接
PyPImecab—间接
PyPImlx-lm—间接
PyPInetworkx—间接
PyPInumpy—间接
PyPIomegaconf—间接
PyPIopenai—间接
PyPIopenai-whisper—间接
PyPIpackaging—间接
PyPIpandas—间接
PyPIpandas2.3.3间接
PyPIpeft—间接
PyPIpeft0.18.1间接
PyPIpillow—间接
PyPIprompt-toolkit—间接
PyPIprotobuf—间接
PyPIpsutil—间接
PyPIpyarrow23.0.1间接
PyPIpygments—间接
PyPIpyjwt—间接
PyPIpyloudnorm—间接
PyPIpymupdf—间接
PyPIpymupdf1.27.2.3间接
PyPIpymupdf4llm—间接
PyPIpymupdf4llm0.3.4间接
PyPIpystoi—间接
PyPIpytest—间接
PyPIpython-docx1.2.0间接
PyPIpython-json-logger—间接
PyPIpytorch-tokenizers—间接
PyPIrandomname—间接
PyPIregex—间接
PyPIrequests—间接
PyPIruff—间接
PyPIsafetensors—间接
PyPIscikit-learn1.7.1间接
PyPIscipy—间接
PyPIsentence-transformers—间接
PyPIsentence-transformers5.2.0间接
PyPIsentencepiece—间接
PyPIsetuptools—间接
PyPIsetuptools80.9.0间接
PyPIsetuptools-scm9.2.0间接
PyPIshellingham—间接
PyPIsnac—间接
PyPIsniffio—间接
PyPIsoundfile—间接
PyPIsqlfluff—间接
PyPIsqlite-vec0.1.9间接
PyPIstructlog—间接
PyPItabulate—间接
PyPItensorboard—间接
PyPItiktoken—间接
PyPItimm—间接
PyPItokenizers—间接
PyPItomli—间接
PyPItorch—间接
PyPItorch-c-dlpack-ext—间接
PyPItorch-stoi—间接
PyPItorchcodec0.10.0间接
PyPItqdm—间接
PyPItransformers—间接
PyPItransformers4.57.6间接
PyPItriton—间接
PyPItrl—间接
PyPItrl0.23.1间接
PyPItyping-extensions—间接
PyPItyro—间接
PyPIunsloth—间接
PyPIunsloth-zoo—间接
PyPIuroman—间接
PyPIuvicorn—间接
PyPIwebsockets—间接
PyPIwheel—间接
PyPIxformers—间接
依赖安全公告 30

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 1,715 个包，其中也包含从不交付的开发与测试版本固定：30 个存在已知公告，0 个为直接依赖。 有 118 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
transformers4.57.6间接严重75.5.0
lxml6.0.2间接高26.1.0
quick-xml0.37.5间接高20.41.0
quick-xml0.38.4间接高20.41.0
quick-xml0.39.2间接高20.41.0
dompurify3.4.2间接中83.4.11
glib0.18.5间接中20.20.0
js-yaml4.1.1间接中14.2.0
serde_with3.18.0间接中13.21.0
setuptools80.9.0间接中183.0.0
@babel/core7.29.0间接低18.0.0-rc.6
rand0.7.3间接低20.10.1
anyhow1.0.102间接未知11.0.103
atk0.18.2间接未知1—
atk-sys0.18.2间接未知1—
fxhash0.2.1间接未知1—
gdk0.18.2间接未知1—
gdk-sys0.18.2间接未知1—
gdkwayland-sys0.18.2间接未知1—
gdkx110.18.2间接未知1—
gdkx11-sys0.18.2间接未知1—
gtk0.18.2间接未知1—
gtk-sys0.18.2间接未知1—
gtk3-macros0.18.2间接未知1—
proc-macro-error1.0.4间接未知1—
unic-char-property0.9.0间接未知1—
unic-char-range0.9.0间接未知1—
unic-common0.9.0间接未知1—
unic-ucd-ident0.9.0间接未知1—
unic-ucd-version0.9.0间接未知1—

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

原始 JSON 报告 机器可读
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        {
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          "avatar_url": "https://avatars.githubusercontent.com/u/39181234?v=4"
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        {
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        {
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                "key": "watchers",
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
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                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "packages": [
                "unsloth"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2324904
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,324,904 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2324904,
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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        "name": "Sustainability & Governance",
        "value": 68,
        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 0.598
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 60% of commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
              },
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                "key": "contributor_breadth",
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                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 17 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "merged_prs": 2337,
              "open_issues": 704,
              "closed_issues": 3059,
              "issue_closed_ratio": 0.813,
              "closed_unmerged_prs": 675
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "81% of issues closed",
                "points": 38,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 81
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2337/3012 decided PRs merged",
                "points": 29.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2337,
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 15/30 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "followers": 3272,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "unslothai",
              "public_repos": 11,
              "account_age_days": 978
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "3,272 followers of unslothai",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 3272,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "11 public repos, account ~2 yr old",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 11
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 2
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "unsloth"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "214 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 214
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 80,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
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              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "31 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 31
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "biome.json, eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json, eslint.config.js"
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
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              "has_wiki": false,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
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                "status": "missed",
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://unsloth.ai/docs",
                "points": 15,
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                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
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              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "19 topics",
                "points": 10,
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                "details": [
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                ],
                "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?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.1
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
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                "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 15/30 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 17 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": "30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "33 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 1715 resolved dependencies against OSV; 118 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": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1715
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 118
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 49,
              "affected_packages": 30,
              "assessed_packages": 1715,
              "unassessed_packages": 118,
              "affected_by_severity": "critical 1, high 4, moderate 5, low 2, unknown 18",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 1715,
              "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": 10
            },
            "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": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "studio/frontend/tsconfig.json"
              ],
              "agent_commit_share": null,
              "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": "biome.json, eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json, eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "studio/frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "studio/frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 676931,
              "source_files_sampled": 1727,
              "oversized_source_files": 75
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (studio/frontend/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "studio/frontend/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "75/1727 source files over 60KB",
                "points": 52.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1727,
                      "oversized": 75
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
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                "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": [
    "deps.dev does not index pypi:unsloth@2026.7.4; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T19:54:19.298815Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unslothai/unsloth.svg",
  "full_name": "unslothai/unsloth",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0—— 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.