公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 15:08 UTC

huggingface / huggingface.js

Use Hugging Face with JavaScript

TypeScript · JavaScriptMIT★ 2,474 星标⑂ 794 复刻始于 2023年2月在 GitHub 上查看 ↗
#api-client#hub#inference#machine-learning#huggingface

huggingface/huggingface.js 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（99/100），最低的是Security（49/100）。 最近一次更新在 1 天前。 近期的大部分工作由 2 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

Hugging Face组织
66,154 关注者459 个公开仓库始于 2017年2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
npmts指向其他仓库——不计分0.2.242,98352840 天前clitypescript
npmyarn指向其他仓库——不计分1.22.2237,832,964120867 天前—
npm@huggingface/hub2.13.31,297,98115616 天前apiclientfacehubhugginghuggingface
npm@huggingface/blob0.0.2471599 天前huggingfacehuggingfacebloblazy
npm@huggingface/dduf0.0.2501599 天前huggingfacehuggingfacedduf
npm@huggingface/gguf0.4.326,766505 天前ggufhubhuggingface
npm@huggingface/jinja0.5.913,997,7272978 天前facehugginghuggingfacejinjatemplates
npm@huggingface/tasks0.21.282,959,0693102 天前hubhuggingfacelanguages

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？

99优秀 · 占总体的 22%

开发活跃度

99优秀
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
35.3/36提交节奏 — 52 周中有 51 周有提交
18/18提交量 — 最近一年 618 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year618
human_commit_share0.96
days_since_last_push1
active_weeks_last_year51

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 95 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 1.8 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count95
latest_release_tagtasks-v0.21.28
releases_from_tags否
days_since_latest_release2
mean_days_between_releases1.8
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？

85优秀 · 占总体的 18%

流行度与采用

88优秀
评分方式
55/60星标 — 2,474 个星标
24.2/25复刻 — 794 个复刻
9.3/15关注者 — 49 位关注者
所用输入
forks794
stars2,474
watchers49
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct否
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 — npm 合计每月 18,281,640 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
packages@huggingface/hub, @huggingface/blob, @huggingface/dduf, @huggingface/gguf, @huggingface/jinja, @huggingface/tasks
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads18,281,640
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？

77良好 · 占总体的 24%

维护者韧性（巴士系数）

64中等
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
15.2/22.5提交分布 — 头号贡献者编写了 32% 的提交
13.5/13.5贡献者广度 — 97 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 45 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled97
top_contributor_share0.323

议题与 PR 响应能力

72良好
评分方式
31.7/46.8议题解决 — 68% 的议题已关闭
32.9/38.3PR 接受 — 已裁定的 PR 中 1,495/1,738 已合并
7.5/15OpenSSF Scorecard：Code-Review — Found 16/27 approved changesets -- score normalized to 5
所用输入
merged_prs1,495
open_issues129
closed_issues273
issue_closed_ratio0.679
closed_unmerged_prs243

所有权与托管责任

80良好
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 — huggingface 有 66,154 位关注者
25/25既往记录 — 459 个公开仓库，账户约 9 年
所用输入
followers66,154
owner_typeOrganization
is_verified—
owner_loginhuggingface
public_repos459
account_age_days3,450

软件包维护

100优秀
评分方式
25/25已发布且可解析 — npm 上有 6 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 310 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@huggingface/hub, @huggingface/blob, @huggingface/dduf, @huggingface/gguf, @huggingface/jinja, @huggingface/tasks
ecosystemsnpm
any_deprecated否
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位？

94优秀 · 占总体的 20%

工程实践

90优秀
评分方式
24/24CI 工作流 — 24 个工作流
24/24存在测试
16/16Linter 配置 — .eslintrc.cjs
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 20 out of 20 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否

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://hf.co/docs/huggingface.js
10/10仓库描述
10/10主题标签 — 5 个主题标签
10/10Wiki
所用输入
topicsapi-client, hub, inference, machine-learning, huggingface
has_wiki是
homepagehttps://hf.co/docs/huggingface.js
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？

49存在风险 · 占总体的 16%

安全态势

51中等
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 16/27 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 45 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 7 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 113 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.1
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

40存在风险
评分方式
10.9/35直接依赖不含已知公告 — 1 个受影响：axios 0.18.1 (high 8.6)
6/25间接依赖不含已知公告 — 4 个受影响：brace-expansion 1.1.16 (high 7.5), follow-redirects 1.5.10 (high 8.0), trim-newlines 2.0.0 (high 7.5)，另有 1 个
23.1/40没有长期未处理的公告 — 4 个携带公告的软件包超过 90 天未处理；最早一条发布于 2,149 天前
所用输入
sourceosv
advisories32
affected_packages5
assessed_packages94
unassessed_packages0
affected_by_severityhigh 4, moderate 1
direct_affected_packages1
比对的是 npm:ts@0.2.2 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 94 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？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。

53中等 · 占总体的 0%

AI 代理上下文与指引

32存在风险
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）
32.2/40可读的提交历史 — 96 次人类提交中有 58 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_share0.604
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

65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 — .eslintrc.cjs
11/11静态类型检查 — e2e/svelte/tsconfig.json, e2e/ts/tsconfig.json, packages/agents/tsconfig.json, packages/blake3-jit/tsconfig.json, packages/blob/tsconfig.json, packages/dduf/tsconfig.json, packages/doc-internal/tsconfig.json, packages/gearhash-jit/tsconfig.json, packages/gguf/tsconfig.json, packages/hub/tsconfig.json, packages/inference/tsconfig.json, packages/jinja/tsconfig.json, packages/languages/tsconfig.json, packages/mcp-client/tsconfig.json, packages/ollama-utils/tsconfig.json, packages/space-header/tsconfig.json, packages/splitmix64-wasm/assembly/tsconfig.json, packages/tasks-gen/tsconfig.json, packages/tasks/tsconfig.json, packages/tiny-agents/tsconfig.json, packages/xetchunk-wasm/tsconfig.json, tsconfig.json
10/10可复现环境 — devcontainer, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 11 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
1/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix否
has_tests是
lockfilespnpm-lock.yaml
has_dockerfile否
typed_language是
bootstrap_files—
has_devcontainer是
has_linter_config是
typecheck_configse2e/svelte/tsconfig.json, e2e/ts/tsconfig.json, packages/agents/tsconfig.json, packages/blake3-jit/tsconfig.json, packages/blob/tsconfig.json, packages/dduf/tsconfig.json, packages/doc-internal/tsconfig.json, packages/gearhash-jit/tsconfig.json, packages/gguf/tsconfig.json, packages/hub/tsconfig.json, packages/inference/tsconfig.json, packages/jinja/tsconfig.json, packages/languages/tsconfig.json, packages/mcp-client/tsconfig.json, packages/ollama-utils/tsconfig.json, packages/space-header/tsconfig.json, packages/splitmix64-wasm/assembly/tsconfig.json, packages/tasks-gen/tsconfig.json, packages/tasks/tsconfig.json, packages/tiny-agents/tsconfig.json, packages/xetchunk-wasm/tsconfig.json, tsconfig.json
agent_commit_share0.11
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

99优秀
评分方式
45/45可类型检查的代码 — TypeScript（静态类型）
54.4/55可控的文件大小 — 采样的 687 个源文件中有 7 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes381,456
source_files_sampled687
oversized_source_files7

机器可读接口

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

关键数据

2,474GitHub 星标
97贡献者
618最近 12 个月提交数
1距最近推送天数
95发布版本数
2巴士系数（bus factor）
129开放议题
npm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
  • npm package 'ts' points at a different repository (https://github.com/andywer/ts); excluded from ecosystem scoring
  • npm package 'yarn' points at a different repository (https://github.com/yarnpkg/yarn); excluded from ecosystem scoring

更多细节

Star 与 Fork 历史 0 ★ / 794 ⇿
0Star
794Fork
94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。

0200400600800772162023-032024-112026-07
主版本 0次版本 0修订 0

每个点涵盖 4 天。

OpenSSF Scorecard 5.1 / 10
5.1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 · 2026-07-25 15:07 UTC

9Binary-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
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 16/27 approved changesets -- score normalized to 5
10Contributorsproject has 45 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 7 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities113 existing vulnerabilities detected
直接依赖 21
注册表软件包版本约束清单文件
npm@huggingface/hub*e2e/svelte/package.json
npm@huggingface/inference*e2e/svelte/package.json
npm@huggingface/hub*e2e/ts/package.json
npm@huggingface/inference*e2e/ts/package.json
npm@huggingface/hub*e2e/yarn/package.json
npm@huggingface/inference*e2e/yarn/package.json
npm@huggingface/inferenceworkspace:^packages/agents/package.json
npm@huggingface/blobworkspace:^packages/dduf/package.json
npmglob^9.2.1packages/doc-internal/package.json
npmyaml^2.2.2packages/doc-internal/package.json
npm@huggingface/tasksworkspace:^packages/gguf/package.json
npm@huggingface/tasksworkspace:^packages/hub/package.json
npm@huggingface/xetchunk-wasmworkspace:^packages/hub/package.json
npm@huggingface/jinjaworkspace:^packages/inference/package.json
npm@huggingface/tasksworkspace:^packages/inference/package.json
npm@huggingface/inferenceworkspace:^packages/mcp-client/package.json
npm@huggingface/tasksworkspace:^packages/mcp-client/package.json
npm@modelcontextprotocol/sdk^1.11.2packages/mcp-client/package.json
npm@huggingface/jinjaworkspace:^packages/ollama-utils/package.json
npm@huggingface/inferenceworkspace:^packages/tasks-gen/package.json
npm@huggingface/tasksworkspace:^packages/tasks-gen/package.json
全部依赖 959

来自 GitHub 依赖图的完整解析依赖集合：16 个直接依赖与 943 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@huggingface/hub*直接
npm@huggingface/inference*直接
npm@huggingface/jinja0.3.1直接
npm@modelcontextprotocol/sdk1.11.2直接
npm@modelcontextprotocol/sdk1.11.4直接
npmglob10.4.1直接
npmglob10.4.5直接
npmglob11.0.0直接
npmglob7.1.6直接
npmglob7.2.3直接
npmglob9.2.1直接
npmglob9.3.1直接
npmyaml1.10.2直接
npmyaml2.2.2直接
npmyaml2.4.5直接
npmyaml2.6.1直接
npm@aashutoshrathi/word-wrap1.2.6间接
npm@ampproject/remapping2.2.1间接
npm@babel/code-frame7.18.6间接
npm@babel/helper-validator-identifier7.19.1间接
npm@babel/highlight7.18.6间接
npm@emnapi/runtime1.3.1间接
npm@esbuild/aix-ppc640.19.12间接
npm@esbuild/aix-ppc640.21.5间接
npm@esbuild/android-arm0.17.16间接
npm@esbuild/android-arm0.19.12间接
npm@esbuild/android-arm0.19.8间接
npm@esbuild/android-arm0.21.5间接
npm@esbuild/android-arm640.17.16间接
npm@esbuild/android-arm640.19.12间接
npm@esbuild/android-arm640.19.8间接
npm@esbuild/android-arm640.21.5间接
npm@esbuild/android-x640.17.16间接
npm@esbuild/android-x640.19.12间接
npm@esbuild/android-x640.19.8间接
npm@esbuild/android-x640.21.5间接
npm@esbuild/darwin-arm640.17.16间接
npm@esbuild/darwin-arm640.19.12间接
npm@esbuild/darwin-arm640.19.8间接
npm@esbuild/darwin-arm640.21.5间接
npm@esbuild/darwin-x640.17.16间接
npm@esbuild/darwin-x640.19.12间接
npm@esbuild/darwin-x640.19.8间接
npm@esbuild/darwin-x640.21.5间接
npm@esbuild/freebsd-arm640.17.16间接
npm@esbuild/freebsd-arm640.19.12间接
npm@esbuild/freebsd-arm640.19.8间接
npm@esbuild/freebsd-arm640.21.5间接
npm@esbuild/freebsd-x640.17.16间接
npm@esbuild/freebsd-x640.19.12间接
npm@esbuild/freebsd-x640.19.8间接
npm@esbuild/freebsd-x640.21.5间接
npm@esbuild/linux-arm0.17.16间接
npm@esbuild/linux-arm0.19.12间接
npm@esbuild/linux-arm0.19.8间接
npm@esbuild/linux-arm0.21.5间接
npm@esbuild/linux-arm640.17.16间接
npm@esbuild/linux-arm640.19.12间接
npm@esbuild/linux-arm640.19.8间接
npm@esbuild/linux-arm640.21.5间接
npm@esbuild/linux-ia320.17.16间接
npm@esbuild/linux-ia320.19.12间接
npm@esbuild/linux-ia320.19.8间接
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依赖安全公告 5

安装 npm:ts@0.2.2 会引入 94 个包（直接与传递）：其中 5 个存在已知公告，1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
axios0.18.1直接高241.18.0
brace-expansion1.1.16间接高15.0.8
follow-redirects1.5.10间接高51.16.0
trim-newlines2.0.0间接高14.0.1
yargs-parser10.1.0间接中118.1.1

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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          "oid": "aaf389773b57f6553beed9718aaa3a4446a25943",
          "body": "The Hub API (`POST /api/collections`) accepts an optional\n`resourceGroupId` to assign an organization-owned collection to a\nresource group, but the `ApiCreateCollectionPayload` type didn't expose\nit. This adds the optional field; `createCollection` forwards the\npayload as-is, so no other change is n\n[…]\n6-07-23T14-10-11-708Z_eee22253-9bd9-4ca8-b656-4611bd843331.jsonl)\n\nCo-authored-by: moonbot[bot] <moonbot[bot]@users.noreply.github.com>\nCo-authored-by: Kakulukian <Kakulukian@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Support resourceGroupId when creating a collection (#2308)",
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          "oid": "a270cee2b71431a945a6d56231f24b6964065d63",
          "body": "## Summary\n\nThis PR registers [NInfer](https://github.com/Neroued/ninfer) as a Hub\nmodel library and enables download tracking for `.ninfer` artifacts.\n\nNInfer is a from-scratch C++/CUDA engine built for maximum single-GPU\ninference performance. To the best of our knowledge, it is currently the\nfast\n[…]\nfor commit\n3bb22e88bf813615c973f49a7ba3a854c897d8c2. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Register NInfer model library (#2307)",
          "author_name": "HaoJun ZHANG",
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        {
          "oid": "81ea4c7732b437b449ca597aea3705f8d0c8690b",
          "body": "<!-- CURSOR_SUMMARY -->\n> [!NOTE]\n> **Low Risk**\n> Single registry entry with no runtime logic changes; same pattern as\nother niche libraries.\n> \n> **Overview**\n> Registers **CCPFN** as a new modeling library in\n`MODEL_LIBRARIES_UI_ELEMENTS` so Hub models tagged with `library_name:\nccpfn` get correc\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Add CCPFN library for download count (#2298)",
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          "headline": "🔖 @huggingface/gguf 0.4.3",
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          "committed_at": "2026-07-19T16:45:33Z",
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        {
          "oid": "57ce10ac7c41d88ab6ab6ba66aee100c9c543c86",
          "body": "remove dtype=\"auto\" from the AutoModel snippet and device_map=\"auto\"\nfrom the pipeline snippet\n\ndisclaimer: my julien-cto agent helped me write this\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Only changes displayed example strings in `packages/tasks`; no runtime\ninference or loading be\n[…]\nfor commit\ne2bbfcc968f2ad684320316db2e04d4f2a8385a3. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "remove dtype and pipeline device_map from transformers snippets (#2299)",
          "author_name": "Julien Chaumond",
          "author_login": "julien-c",
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          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.26",
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          "committed_at": "2026-07-17T08:03:52Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2c2f23a15ad51f223a2ff3e469eb605074947db4",
          "body": "Fix: build the sentence first and pass it through `JSON.stringify`,\nwhich escapes quotes/backslashes/control chars into a valid string\nliteral. Output is byte-identical for normal `mask_token` values (e.g.\n`<mask>`), and malicious values are now safely escaped.\n\n## Reproduction\n\nA `fill-mask` model \n[…]\n6-07-17T07-23-53-560Z_88ddbc1d-18cd-44f2-a1c9-9e5623565dfc.jsonl)\n\nCo-authored-by: moonbot[bot] <moonbot[bot]@users.noreply.github.com>\nCo-authored-by: Kakulukian <Kakulukian@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Escape author-controlled mask_token in fill-mask input snippet (#2300)",
          "author_name": "moon-bot-app[bot]",
          "author_login": "moon-bot-app[bot]",
          "committed_at": "2026-07-17T07:58:09Z",
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        {
          "oid": "dcbcec7a52061f14f0a353fe0ed382d3fcda7f29",
          "body": "sync with llama.cpp which added Q2_0 in ggml-org/llama.cpp#24448\n(ternary quant, 64-weight blocks with fp16 scale, 2.25 bpw)\n\nadds it to GGMLFileQuantizationType, GGMLQuantizationType,\nGGUF_QUANT_ORDER and the gguf quant descriptions/sizes\n\ndisclaimer: my julien-cto agent helped me write this\n\n<!-- \n[…]\nfor commit\nc68a9dc9c30ed9ab8c32ea1e97494580b7370327. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "add Q2_0 quant type (#2295)",
          "author_name": "Julien Chaumond",
          "author_login": "julien-c",
          "committed_at": "2026-07-16T16:47:26Z",
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        {
          "oid": "2d06031b99a850f7f55feb2b2322ae0d0fcfb06c",
          "body": "Use `torch_dtype` instead of `dtype` (not supported by\n`from_pretrained`) for the Diffusers Hub snippets (see [Slack\nthread](https://huggingface.slack.com/archives/C03UQJENJTV/p1783361283713099)\nfor more context)\n\ncc @sayakpaul @pagezyhf\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Docum\n[…]\nfor commit\nf715770af894dcdf0afdc0b2a7a17fef83d3929b. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "[fix] Diffusers dtype in code snippets (#2280)",
          "author_name": "Steven Liu",
          "author_login": "stevhliu",
          "committed_at": "2026-07-15T15:47:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1983acebe42fb58c11d7842c76f552c36981de50",
          "body": "<!-- CURSOR_SUMMARY -->\n> [!NOTE]\n> **Low Risk**\n> Snippet-only change in `model-libraries-snippets.ts` with no runtime\nor API impact; users may need `accelerate` for `device_map=\"auto\"` when\nfollowing the examples.\n> \n> **Overview**\n> Hub **transformers** code snippets now pass **`device_map=\"auto\"\n[…]\nfor commit\nbc631d21f249f75bc478cf50f3d9e2ed9a666688. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "add device_map to transformers snippets (#2291)",
          "author_name": "pagezyhf",
          "author_login": "pagezyhf",
          "committed_at": "2026-07-15T08:34:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6444e0d94efe15158632b824750dbb1944668e6d",
          "body": "Never really needed it until now 🤷 \n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Localized arithmetic/lexer change with tests; no auth, I/O, or broad\nAPI surface.\n> \n> **Overview**\n> Adds Python/Jinja-style **floor division** (`//`) to the in-repo Jinja\nengine so templates can use intege\n[…]\nfor commit\na78efd5e63fdde24aa463c7a5a1a28d198503653. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "[jinja] Add support for integer division (#2283)",
          "author_name": "Joshua Lochner",
          "author_login": "xenova",
          "committed_at": "2026-07-13T17:52:11Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "2b62ec92564bf42fb388d9d66164637f69c1cdef",
          "body": "It uses only local packages so it's fine\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Test-only Deno config for the e2e job; no production runtime or\nsecurity-sensitive logic changes.\n> \n> **Overview**\n> **Fixes Deno e2e CI** by configuring `e2e/deno/deno.json` with\n`\"minimumDependencyAg\n[…]\nfor commit\nc4507d4a2e7d2c0ac656ccc433d45e38175359b5. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "CI fix e2e test  (#2284)",
          "author_name": "Bertrand CHEVRIER",
          "author_login": "krampstudio",
          "committed_at": "2026-07-10T09:38:46Z",
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        {
          "oid": "157aff073ffc5fbd08ecdff9d2397c17cb78812b",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/inference 4.13.23",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-09T15:47:13Z",
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        {
          "oid": "2506e9309c87a7b4fcb3654fa1c84e7c8232702f",
          "body": "## Summary\n\nFollow-up to #2249 (fal-ai text-to-audio). The `text-to-audio` task had\nno **huggingface.js** SDK snippet template, so snippet/method resolution\nsilently fell back to `textToSpeech`. On the model page widget this\nsends task **`text-to-speech`** for a model registered as\n**`text-to-audio`\n[…]\ntps://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: célina <hanouticelina@gmail.com>",
          "is_bot": false,
          "headline": "Add huggingface.js text-to-audio snippet (#2270)",
          "author_name": "Jodh Singh",
          "author_login": "jetjodh",
          "committed_at": "2026-07-09T15:40:48Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.25",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-09T13:36:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1e4bacb31c44d88ba6a9dffcebf0aef507bb17e",
          "body": "## Summary\n\nAdds `timee-ts` to the model libraries registry to enable download\ntracking on the Hub.\n\n- **Library:** [timee-ts](https://pypi.org/project/timee-ts/)\n- **Repo:** https://github.com/liamsbhoo/timee\n- **HuggingFace model:** https://huggingface.co/liamsbhoo/timee\n- **Paper:** https://arxiv\n[…]\nfor commit\nae154c1b01cd58b134d39905af1f075e0f0a5b92. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add timee-ts library for download tracking (#2285)",
          "author_name": "Liam, Shi Bin Hoo",
          "author_login": "liam-sbhoo",
          "committed_at": "2026-07-09T13:35:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "47b810e41e854652e832c1e53f470fd469c8c4b5",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/hub 2.13.3",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-09T11:12:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c66c3a490f1e9d3c188a1e9a34bd5a4d3bc8703",
          "body": "…ata (#2262)\n\n`parseSafetensorsMetadata` only probed the root-level\n`model.safetensors[.index.json]`, so `diffusers` pipelines (which keep\ntheir weights under `transformer/` or `unet/` as\n`diffusion_pytorch_model.safetensors[.index.json]`) got no parameter\ncount unless an explicit `path` was passed.\n[…]\nrio <joaopaulo.passos@gmail.com>\nCo-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>\nCo-authored-by: Mishig <dmishig@gmail.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "Support parameter count for diffusers models in parseSafetensorsMetad…",
          "author_name": "moon-bot-app[bot]",
          "author_login": "moon-bot-app[bot]",
          "committed_at": "2026-07-09T11:10:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d2e52ec760eaf32d8be496f295ece934badb4f9e",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.24",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-09T09:29:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f49fab2aca44b4a0f15a85cab618618938e11a88",
          "body": "## Summary\n\nThis PR registers `mobilint` as a Hub model library and configures\ndownload counting for Mobilint `.mxq` deployment artifacts while\npreserving standard `config.json` counting.\n\nThe integration is intentionally opt-in. It applies to repositories that\ndeclare `library_name: mobilint` in th\n[…]\n\n\n- [x] `pnpm --filter @huggingface/tasks format:check`\n- [x] `pnpm --filter @huggingface/tasks lint:check`\n- [x] `pnpm --filter @huggingface/tasks check`\n- [x] `pnpm --filter @huggingface/tasks test`",
          "is_bot": false,
          "headline": "Register Mobilint library with MXQ download counting (#2281)",
          "author_name": "Jinman Park",
          "author_login": "parkjinman98",
          "committed_at": "2026-07-09T09:28:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf798a3c19061dd76f938a73b8a67fe782a139c6",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.23",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-09T09:16:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dbf6d449278b4e1237d7c5e67c9027c352dcd8d",
          "body": "The latest `litert-lm` CLI does not require specifying the model file\nname when running with `--from-huggingface-repo`.\n\nUpdate the litert_lm snippet command across 3 lines without\nmodel.litertlm, and specify litert-lm>=0.14.0 in the installation\ninstructions. Add a unit test verifying the exact out\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Update litert-lm code snippet (#2282)",
          "author_name": "Wai Hon Law",
          "author_login": "whhone",
          "committed_at": "2026-07-09T09:15:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5c767332ee3736b63ed2bc9a6c322d650ea49c64",
          "body": "fixes `{{ 0 in axes or -4 in axes }}`\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Medium Risk**\n> Changes lexer, parser precedence, and unary evaluation in the Jinja\nengine, which can affect any template using leading `+`/`-`; coverage is\nadded but edge cases around mixed operators could still exist\n[…]\nfor commit\nbd59813e133e0fd8414f68906570fd2cb1852524. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Improve unary with sign expression handling (#2224)",
          "author_name": "Joshua Lochner",
          "author_login": "xenova",
          "committed_at": "2026-07-09T00:42:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa9c58ef6f421f0ec9c2987f0494a4f169a79a57",
          "body": "Adds library registration for TiRex-2 (NX-AI/tirex-2), analogous to the\nexisting tirex entry.\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single registry entry with no runtime logic changes; only affects Hub\nUI labels and download stats for models tagged with this library.\n> \n> **Overvi\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Add TiRex-2 model library details (#2277)",
          "author_name": "Lukas Fischer",
          "author_login": "lukfischer",
          "committed_at": "2026-07-07T09:17:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1968b14e1d5e1344ae817c7b3de5dfb5f4b3f299",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.22",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-07T08:31:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8dd789ab1c6f83147039b7359d2cab24d4fbb08",
          "body": "[OpenASR](https://github.com/QuintinShaw/openasr) is a local-first\nspeech-to-text\nruntime (Rust CLI + local HTTP API) that runs `.oasr` model packs\nnatively with\nggml, no Python at inference time. The OpenASR org on the Hub\n(https://huggingface.co/OpenASR) hosts our published model packs\n(Whisper, Q\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Add OpenASR to model-libraries.ts (#2273)",
          "author_name": "QuintinShaw",
          "author_login": "QuintinShaw",
          "committed_at": "2026-07-07T08:30:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "986d3428fbbbd340d182fb6d39c17c47efae79ee",
          "body": "llama-server -> llama serve\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single assertion change in a unit test with no production code impact.\n> \n> **Overview**\n> Updates the **openclaw** local-apps test so the first snippet step\nexpects **`llama serve -hf …`** instead of **`llama-serve\n[…]\nfor commit\n62849a4a0d42857b5bbd234b30ebdbbedc86d8dc. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Fix openclaw tests (#2276)",
          "author_name": "Pedro Cuenca",
          "author_login": "pcuenca",
          "committed_at": "2026-07-07T08:22:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c80b76128be5a768a97eeffdb9c1e99af2f6a96c",
          "body": "That is the GPU I am using, a quite budget friendly Intel Arc. It would\nbe nice to see it on Hugging Face :) I got the data from [Intel official\nspecs](https://www.intel.com/content/www/us/en/products/sku/227959/intel-arc-a380-graphics/specifications.html)\nand MSRP in USB from a [presentation by\nInt\n[…]\nBugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Pedro Cuenca <pedro@huggingface.co>",
          "is_bot": false,
          "headline": "Add Arc A380 to hardware.ts (#2271)",
          "author_name": "Francesco Frassinelli",
          "author_login": "frafra",
          "committed_at": "2026-07-06T14:55:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f56d39c1052e8b0acb7ad568d9dddbd20109172b",
          "body": "Adding download tags for [FlexTab](https://arxiv.org/abs/2606.30336)\nmodel.\nWe are currently preparing the [model\nrepo](http://huggingface.co/SAP/FlexTab) which is still private, but\nuses the `flextab` tag in order to track downloads once the repo is\npublic.\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n>\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Add flextab tag (#2272)",
          "author_name": "Maximilian Schambach",
          "author_login": "MaxSchambach",
          "committed_at": "2026-07-06T14:33:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "80854d372ed3d7da3d770341a0e2aac4b0ed8c2f",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.21",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-06T09:04:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4cbfaed704c02a692bccaa5cb68b486f96ccf42",
          "body": "## Summary\n\nRegister [VT Code](https://github.com/vinhnx/VTCode) as a HuggingFace\nagent harness, so Hub traffic is attributed by name.\n\n## About VT Code\n\nVT Code is a Rust coding agent built for long-running autonomous\nworkflows, with OS-native sandboxing, multi-provider LLM support (21+\nproviders),\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "Add VT Code agent harness (#2274)",
          "author_name": "Vinh Nguyen",
          "author_login": "vinhnx",
          "committed_at": "2026-07-06T09:03:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c846e62581b984e0057eead5c62594e41d129994",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.20",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-03T08:10:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d86e361f06c79027c0f7edcb501bf8e6a2634db",
          "body": "## Summary\\n- Register the hi terminal coding agent in the agent harness\nregistry\\n- Rely on the standard AI_AGENT=hi / AGENT=hi detection\npath\\n\\n## Validation\\n- Not run: pnpm/corepack are not installed in\nthis environment\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single registry en\n[…]\nfor commit\nf843e8ab7138833443d9f55b9e61d0c8aa87cc97. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add hi agent harness (#2269)",
          "author_name": "davidrhodus",
          "author_login": "davidrhodus",
          "committed_at": "2026-07-03T08:09:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51462a19e9f9d862f025ba57f643de441c3e86bb",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.19",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-02T11:50:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccdd5bc8ebb1d518fae1fac61c6da1354c873ab8",
          "body": "Add RWKV download stats for https://huggingface.co/BlinkDL/rwkv7-g1\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single registry addition with no auth or runtime behavior changes;\nonly affects how download stats are attributed for the `rwkv` library\ntag.\n> \n> **Overview**\n> Registers **R\n[…]\nfor commit\n6c06770b947b6e507e785066285db66760bab1d6. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add RWKV download stats (#2260)",
          "author_name": "luoqiqi",
          "author_login": "shoumenchougou",
          "committed_at": "2026-07-02T11:49:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b91e75c78fe286cfc444393b21b817a50a4ead07",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/inference 4.13.22",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-02T08:53:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b8a017e2f9374f9783032f8d32b8a96989f41a4",
          "body": "## Summary\n- Add OpenClaw as a local app for tool-calling GGUF/MLX conversational\nmodels\n- Reuse the existing local OpenAI-compatible server step shared by Pi\nand Hermes\n- Configure OpenClaw via `models.providers` and set the selected local\nmodel as the default\n\n## Test plan\n- `pnpm --filter @huggin\n[…]\n(https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Onur Solmaz <osolmaz@users.noreply.github.com>\nCo-authored-by: Pedro Cuenca <pedro@huggingface.co>",
          "is_bot": false,
          "headline": "Add OpenClaw to local apps (#2185)",
          "author_name": "Onur Solmaz",
          "author_login": "osolmaz",
          "committed_at": "2026-07-02T08:53:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7f4bc8e6418295f287be5ed5153c688102295df7",
          "body": "…tion payload (#2268)\n\n## What\n\n`CerebrasConversationalTask` inherits\n`BaseConversationalTask.preparePayload`, which forwards all client args\nverbatim (`{ ...params.args, model }`). The OpenAI-proprietary `store`\nparam is therefore passed straight through to `api.cerebras.ai`, which\nstrictly validat\n[…]\nup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit\na93ae9b1746d98594adde48a6788d4762f0496f9. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "[inference] cerebras: drop unsupported `store` param from chat comple…",
          "author_name": "célina",
          "author_login": "hanouticelina",
          "committed_at": "2026-07-02T08:50:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1fc5d92e80872623e326120fc491631a76328db7",
          "body": "## Summary\n\nRemoves the inference providers that were dropped from the Hub inference\nrouting layer in\n[moon-landing#18795](https://github.com/huggingface-internal/moon-landing/pull/18795).\nThe PR title there only lists three, but the migration removes **six**\nproviders:\n\n- `black-forest-labs`\n- `cla\n[…]\nup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit\n48eecda8686391d03040fe104b4577427a7617fb. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "[Inference Providers] Remove dead inference providers (#2258)",
          "author_name": "célina",
          "author_login": "hanouticelina",
          "committed_at": "2026-07-01T13:10:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de311e9e189141cd13d6181e0c63750c378e4895",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.18",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-07-01T08:22:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99bda094b02cee5a1bf6473360e41fa8eaa14fc8",
          "body": "This PR adds [IFStruct](https://github.com/Liquid4All/ifstruct) to the\nlist of supported evaluation frameworks.\n\nIFStruct is a benchmark for structured-output compliance: whether a\nmodel produces valid JSON/YAML that follows a requested schema, scored\nwithout constrained decoding.\n\n- Benchmark datas\n[…]\na1e6c7ed22a. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Pi Agent <agent@pi.ai>",
          "is_bot": false,
          "headline": "Add ifstruct evaluation framework (#2264)",
          "author_name": "Nathan Habib",
          "author_login": "NathanHB",
          "committed_at": "2026-07-01T06:10:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2e41e9cb7ed5208050c16eb5d6836da4008e50b",
          "body": "…261)\n\nCorrects inaccurate **non-memory** hardware spec fields, verified\nagainst techpowerup / Intel ARK / AMD / vendor docs. These are\nspec-lookup values only, so there's no Hub backward-compat impact.\n\n- **MI300** tflops `383` -> `1307.4` (entry's 192GB/750W is MI300X; 383\nwas the MI250X figure)\n-\n[…]\nfor commit\nf2d6523673cb8bee4e61c25595704cb70cd76f0b. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Fix inaccurate hardware specs (tflops, power, msrp, release year) (#2…",
          "author_name": "Victor Muštar",
          "author_login": "gary149",
          "committed_at": "2026-06-30T11:00:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "709b10ba44e4ded3b21eae51a9635789e9e56668",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/inference 4.13.21",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-29T15:46:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ba2e6325ed23daf28ae4252c7b730992204e974",
          "body": "## Summary\n\nAdds **text-to-audio** support for the fal-ai inference provider. Split\nout of #2234 per review feedback (that PR now covers `audio-to-audio`\nonly).\n\n- New queue-based `FalAITextToAudioTask` (handles both `audio_file` —\ne.g. Stable Audio — and `audio` result shapes).\n- `textToAudio()` ta\n[…]\ned\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[Inference] Add fal-ai text-to-audio support (#2249)",
          "author_name": "Jodh Singh",
          "author_login": "jetjodh",
          "committed_at": "2026-06-29T15:35:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5c55fc8de60fbe4bc7b7af0a2db6e47dc1a9de1e",
          "body": "## Summary\n\nAdds and fixes audio model support for the **fal-ai** inference\nprovider.\n\n1. **Fix `audio-to-audio` for fal-ai** `audioToAudio()` now resolves\n`url`/`headers`/`signal` via `makeRequestOptions` and forwards them to\n`getResponse` (mirroring `imageSegmentation`), so the fal **queue** task\n\n[…]\ned\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[Inference] fal-ai: audio-to-audio support (#2234)",
          "author_name": "Jodh Singh",
          "author_login": "jetjodh",
          "committed_at": "2026-06-29T15:25:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "084284b3b9146e4423c2e92927f403fe08f39522",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.17",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-25T14:27:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b3bc9bbe496182c842538e68e6a652afca0773b",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/inference 4.13.20",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-25T14:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "defcd0b3222972f0ab0959f08b1850e61d19f26c",
          "body": "…port (#2241)\n\n<!-- CURSOR_SUMMARY -->\n> [!NOTE]\n> **Low Risk**\n> Scoped provider addition with input validation and response parsing;\nno changes to auth or shared routing beyond registering a new task\nhelper.\n> \n> **Overview**\n> Adds **automatic-speech-recognition** for the **deepinfra** inference\n\n[…]\nURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Oguz Vuruskaner <oguz@deepinfra.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: célina <hanouticelina@gmail.com>",
          "is_bot": false,
          "headline": "[Inference Providers] deepinfra: add automatic-speech-recognition sup…",
          "author_name": "Oguz Vuruskaner",
          "author_login": "ovuruska",
          "committed_at": "2026-06-25T13:27:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7c54eb9b5e5ea79327a2471e1d6c079d446827d5",
          "body": "## Summary\n\n- Adds `benchflow` to the `EVALUATION_FRAMEWORKS` constant in\n`packages/tasks/src/eval.ts`.\n\n[BenchFlow](https://github.com/benchflow-ai/benchflow) is the evaluation\nframework backing **SkillsBench**\n([arXiv:2602.12670](https://arxiv.org/abs/2602.12670)). It runs\ncontainerized agent tria\n[…]\ns set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Bertrand CHEVRIER <bertrand@huggingface.co>",
          "is_bot": false,
          "headline": "Add benchflow evaluation framework (#2139)",
          "author_name": "Xiangyi Li",
          "author_login": "xdotli",
          "committed_at": "2026-06-25T10:26:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "95f82a32d88b1015308338607117e57cccc532ba",
          "body": "Entry:\n```\n\"RTX 3500 Ada Mobile\": {\n  tflops: 15.8,\n  memory: [12],\n  computeCapability: 8.9,\n  msrp: 1_500,\n  power: 150,\n  releaseYear: 2023,\n}\n```\n\nSpecs sourced from TechPowerUp and Wikipedia.\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Data-only catalog addition with no logic or ru\n[…]\net up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Pedro Cuenca <pedro@huggingface.co>",
          "is_bot": false,
          "headline": "Add RTX 3500 Ada Mobile specifications (#2245)",
          "author_name": "Cedric Schmeits",
          "author_login": "CedricSchmeits",
          "committed_at": "2026-06-22T11:59:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf6215a2368516df88c1cbc8141b98616f9c6997",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.16",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-22T09:53:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccf7b9e16cd84050d2832ca8d6cf39f42e0bfb33",
          "body": "<!-- CURSOR_SUMMARY -->\n> [!NOTE]\n> **Low Risk**\n> One-line metadata query change for download analytics only; no runtime\nor auth impact.\n> \n> **Overview**\n> **PaddleOCR** Hub download counting now treats **`inference.onnx`** as\na model artifact, alongside existing **safetensors** and\n**`inference.p\n[…]\nfor commit\n799db5f912f62778453108a97bb7a24f7d4ded1b. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "support ONNX format model countDownloads for PaddleOCR (#2248)",
          "author_name": "Tingquan Gao",
          "author_login": "TingquanGao",
          "committed_at": "2026-06-22T09:51:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d4a2c46e5f234093daec4a2c97f91673fa75837",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.15",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-22T08:30:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53ee5277af26ece4c9d37a79c55b8ef33431f0ca",
          "body": "## Summary\n- Add `scail-2` as a dedicated model library entry for SCAIL-2.\n- Count downloads from the main checkpoint file:\n`model/1/fsdp2_rank_0000_checkpoint.pt`.\n\n## Tests\n- `pnpm --filter @huggingface/tasks format:check`\n- `pnpm --filter @huggingface/tasks lint:check`",
          "is_bot": false,
          "headline": "Add SCAIL-2 as a model library (#2247)",
          "author_name": "Yuxuan Zhang",
          "author_login": "zRzRzRzRzRzRzR",
          "committed_at": "2026-06-22T08:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52091ecdc9a91a5da3ddb885708712434f54d255",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.14",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-22T08:07:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce5987ba06091abb898cb6399630ccfabc4e27a",
          "body": "Registers **TuneJury,** an open reward model for text-to-music (paper:\nhttps://arxiv.org/abs/2606.17006, model:\nhttps://huggingface.co/TuneJury/tunejury), so that downloads of its .pt\ncheckpoint are tracked. The model card sets library_name: tunejury; this\nentry adds a countDownloads filter matching\n[…]\nfor commit\n0f52b9492efef12a71c510a4ab2cedbf06c49278. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add TuneJury model library details (#2244)",
          "author_name": "Yonghyun Kim",
          "author_login": "yonghyunk1m",
          "committed_at": "2026-06-22T08:06:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6cd7942237280fa99b4aee248cbbe0fe36c73d9",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/hub 2.13.2",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-19T11:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b4e8f3a9c181260c28514c985bd20ad2d2469ca",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/xetchunk-wasm 0.1.0",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-19T11:44:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6022455efbc1517d2f39f159793a7b5406ead3a",
          "body": "Copying/committing an empty (0-byte) file to a bucket fails with a CAS\nerror:\n\n> (19) invalid shard file hash mismatch, file reconstruction for file\n638a6bc391964a85939d48f008e8bdbae6a7975e7ca2d87a3ce2492f4e4d8a4c does\nnot produce this hash\n\n**Root cause (at source):** `xetchunk-wasm`'s `fileHash([]\n[…]\nY -->\n\n---------\n\nCo-authored-by: moonbot[bot] <moonbot[bot]@users.noreply.github.com>\nCo-authored-by: coyotte508 <coyotte508@users.noreply.github.com>\nCo-authored-by: Eliott C. <coyotte508@gmail.com>",
          "is_bot": true,
          "headline": "fix(xetchunk-wasm): all-zero file hash for empty files (#2243)",
          "author_name": "moon-bot-app[bot]",
          "author_login": "moon-bot-app[bot]",
          "committed_at": "2026-06-19T11:43:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a7041f43dff52579f8c04b5592c1101f544d873",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.13",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-18T13:54:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c3e114d14d09e45192f5e7645a521374e2b0212",
          "body": "## Summary\n- Adds the redline-bench framework entry for the RedlineBench benchmark\ndataset (crosbylegal/RedlineBench).\n\n## Motivation\n- Crosby Legal launched Crosby Intelligence (our research division) and\nRedlineBench (out first benchmark for contract negotiations)\n- Clement Delague suggested we ad\n[…]\nfor commit\n39651a39b00c1673bd95526f7da1ec518b201f6e. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add redline-bench evaluation framework (#2238)",
          "author_name": "Sharan Ramjee",
          "author_login": "sharanramjee",
          "committed_at": "2026-06-18T12:23:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7cd39cbf4f3dcc4d1925596aba276c17c9a3d95e",
          "body": "Note that the TFLOP values are probably wrong ;)\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Static catalog additions only; no runtime behavior changes beyond\npossible estimates if unknown GPU names are matched.\n> \n> **Overview**\n> Extends **`NVIDIA_SKUS`** in `hardware-nvidia.ts` with \n[…]\net up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Pedro Cuenca <pedro@huggingface.co>",
          "is_bot": false,
          "headline": "(feat) Add B300 + other GPUs to hardware-nvidia.ts (#2233)",
          "author_name": "Rihaan Meher",
          "author_login": "sharktide",
          "committed_at": "2026-06-17T17:57:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4915fcc1803298a96c621bc5a51f18ff069c5e05",
          "body": "---------\n\nCo-authored-by: Pedro Cuenca <pedro@huggingface.co>",
          "is_bot": false,
          "headline": "replace llama-server and llama-cli (#2235)",
          "author_name": "Merve Noyan",
          "author_login": "merveenoyan",
          "committed_at": "2026-06-17T08:13:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b97485b52de51fe141ce90625fabd51363abb603",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.12",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-16T11:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cce534dc90a022d590eddaef4c044648ed388b99",
          "body": "…on (#2229)\n\nWe uploaded jax weights for our model with the extension of \"zst\"\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single metadata query tweak for download metrics; no auth, serving, or\nmodel-runtime behavior changes.\n> \n> **Overview**\n> Extends the **IntelliFold** library’s `co\n[…]\nfor commit\n72fa7b81c3df4b19d1fabbcacaa2124e7748aae9. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Update countDownloads filter for intellifold to include 'zst' extensi…",
          "author_name": "heya5",
          "author_login": "heya5",
          "committed_at": "2026-06-16T11:29:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3e527f5066c1a45ae428843657b53f850637e54",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/inference 4.13.19",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-15T12:48:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "567f373604fd846801ffcaeebd61902a76245b0a",
          "body": "…L MIME types) (#2230)\n\n## What this fixes\n\nfal's data-URL decoder maps the declared MIME type to a file extension\nand **rejects any type that doesn't resolve to one** — so the label\nmatters, not just the bytes. As a result, fal-ai\nautomatic-speech-recognition failed for the most common inputs:\n\n- B\n[…]\n for commit\n128f9ef57a5230c8b3f1aeb28713214b07c2402e. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[Inference Providers] fal-ai: fix ASR for browser webm & wav (data-UR…",
          "author_name": "célina",
          "author_login": "hanouticelina",
          "committed_at": "2026-06-15T12:47:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bc834e9da2d7e517c5e7ce88b3bc99090ebe4de9",
          "body": "## What\n\nAdds four consumer GPUs that were missing from the hardware SKU lists\nwhile their immediate neighbors were already present:\n\n**AMD** (`hardware-amd.ts`) — placed next to the existing `RX 5500 XT`:\n- `RX 5700 XT` — 8 GB, gfx1010\n- `RX 5700` — 8 GB, gfx1010\n\n**NVIDIA** (`hardware-nvidia.ts`) \n[…]\nfor automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add RX 5700 / 5700 XT and GTX 1070 / 1080 to hardware list (#2228)",
          "author_name": "stevorob",
          "author_login": "stevorob",
          "committed_at": "2026-06-15T11:34:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f8fdf6be2acaac9a2175d1382f6c46266c739c62",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.11",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-10T09:19:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdb09ee6c6646cd6f25536cb25685db1d92928e9",
          "body": "Adds entries to `packages/tasks/src/agent-harnesses.ts` for popular\ncoding agents that were missing from the registry. For each, I checked\nthe harness's source code or documentation to confirm an environment\nvariable it sets on the shell / subprocesses it spawns (so the `hf` CLI\ncan detect it as a c\n[…]\ned\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add more agent harnesses to the registry (#2222)",
          "author_name": "Lucain",
          "author_login": "Wauplin",
          "committed_at": "2026-06-10T09:18:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b7f40135aedd7537a421b79b9dfaf7deda9f83e6",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.10",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-08T10:10:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4602dc2aa070cca2f25f333497cda669f65c777",
          "body": "Hi! I have a Hugging Face repository\n(https://huggingface.co/stanfordmimi/CheXmix) that contains the model\nweights and tokenizer files. Since download tracking has not been\nactivated for the model weights yet, would it be possible to update the\nrepository configuration so that downloads of the model\n[…]\nis repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>\nCo-authored-by: Lucain <lucain@huggingface.co>",
          "is_bot": false,
          "headline": "Updated CheXmix Download Counts (#2219)",
          "author_name": "Ashwin Kumar",
          "author_login": "ashwinkumargb",
          "committed_at": "2026-06-08T10:09:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4df967953d3bd0ac5e75e65e08762d635fb5e9c5",
          "body": null,
          "is_bot": false,
          "headline": "🔖 @huggingface/tasks 0.21.9",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-08T07:39:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a795a4019c74b62fe2171450e3e55323c160e27c",
          "body": "Used by https://huggingface.co/datasets/MMMU/MMMU_Pro\n\ncc @merveenoyan \n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single registry entry with no runtime or security impact.\n> \n> **Overview**\n> Registers **MMMU** as a supported evaluation framework in\n`EVALUATION_FRAMEWORKS`, so benchma\n[…]\nfor commit\n5cbafe81fc7642546777c5bf2b0d4899cb327412. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add mmmu-pro eval framework (#2213)",
          "author_name": "Bertrand CHEVRIER",
          "author_login": "krampstudio",
          "committed_at": "2026-06-08T07:24:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fd4640cae723f6bbf2994440b91664a76853486f",
          "body": "## Summary\n\n- Adds the **Intel Core Ultra 7 255HX** (Arrow Lake HX, 2025 -> from\nLenovo Legion 5i Laptop) to the `SKUS.CPU.Intel` table in `hardware.ts`\n- Closes #2214\n\n## Spec values used\n\n| Field | Value | Source / Rationale |\n|---|---|---|\n| `tflops` | 1.62 | FP32 estimate using cpu-monkey method\n[…]\nfor commit\nf3d89f147b9b3a547620398b62b31bfc58014f13. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add Intel Core Ultra 7 255HX to CPU hardware spec sheet (#2220)",
          "author_name": "Rafael Oliveira",
          "author_login": "Rafael-Silva-Oliveira",
          "committed_at": "2026-06-07T20:00:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2be10369b10ed3ce9fa7c8efed4bd45cd401af0",
          "body": "…nstruct (#2217)\n\n## Context\n\nThe e2e job fails on every push to `main` since 2026-06-05 ~11:20 UTC\n(e.g. the `@huggingface/hub 2.13.1` release run): the inference router\nno longer serves `meta-llama/Llama-3.2-1B-Instruct` and returns `400\nmodel_not_supported`.\n\n## Changes\n\nSwitch the chatCompletion smoke tests in `e2e/ts`, `e2e/deno` and\n`e2e/svelte` to `Qwen/Qwen2.5-7B-Instruct`, currently served by the\nrouter (verified via `GET /v1/models`).\n\nUnblocks CI for unrelated PRs such as #2216.",
          "is_bot": false,
          "headline": "fix(e2e): replace unavailable Llama-3.2-1B-Instruct with Qwen2.5-7B-I…",
          "author_name": "Guillaume Salou",
          "author_login": "jagwar",
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        },
        {
          "oid": "092e895f9eb996fcf8373868c036c87c85309b67",
          "body": "## Context\n\nSame issue as huggingface/hf-endpoints-documentation#166 (flagged by\n@coyotte508 in the Slack thread about the Inference Endpoints docs not\nupdating): the doc workflows are pinned to outdated `doc-builder`\ncommits, so doc builds can report success without actually updating the\npublished \n[…]\nfor commit\neaf584f1ee3a889f98404436ee307d65bcfc769f. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "ci: bump doc-builder workflow pins (#2216)",
          "author_name": "Guillaume Salou",
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          "headline": "🔖 @huggingface/hub 2.13.1",
          "author_name": "machineuser",
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          "oid": "ce5918a70c63c730af39428c267b50aabb06710d",
          "body": "…s models (#2215)\n\n## Description\n\nFor `compressed-tensors` models with multiple `config_groups` at\ndifferent bit widths, the pack-quantized multiplier used the **first**\ngroup's `num_bits` for **every** packed `I32` tensor — e.g. a model with\n2-bit embeddings and 4-bit layers got all tensors unpack\n[…]\nfor automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix safetensors parameter count for mixed-precision compressed-tensor…",
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          "oid": "8e4b5302994984f61b4c5e9985b9c5687c4fb524",
          "body": "update longcat-video-avatar-1.5 to model libraries\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single metadata entry in the model libraries map with no runtime or\nsecurity-sensitive logic.\n> \n> **Overview**\n> Registers **LongCat-Video-Avatar 1.5** as a Hub modeling library under\nthe tag\n[…]\ngbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>",
          "is_bot": false,
          "headline": "update: longcat-video-avatar-1.5 to model libraries (#2207)",
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          "oid": "8b65e8f6e361f845c6d7e2afa1fd398fb3c46236",
          "body": "Repo contains checkpoints for 3 different pipeline components of the\nmodel. This download filter only counts downloads to the core LLM\ncomponent (in either MLX or Safetensors format)\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Single registry entry in `model-libraries.ts` with no auth, \n[…]\nfor commit\n01917d470513a4b2a193d4cda1ebb24c956ce3e4. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add download stats filter for upcoming model release (#2210)",
          "author_name": "chrisdonahue-goog",
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          "oid": "037a6a950e546f11f3e781b3334971103ea50413",
          "body": "Agentic use of the Hub is growing, and we'd like to make it visible.\nWhen `huggingface_hub` detects it is run by an agent, it sends the info\nvia the user agent on every http request. At the moment, detection is\nbased on a [hardcoded list inside\n`huggingface_hub`](https://github.com/huggingface/huggi\n[…]\ned\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add agent harnesses registry to @huggingface/tasks (#2209)",
          "author_name": "Lucain",
          "author_login": "Wauplin",
          "committed_at": "2026-06-03T11:14:37Z",
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          "headline": "🔖 @huggingface/tasks 0.21.5",
          "author_name": "machineuser",
          "author_login": "machineuser",
          "committed_at": "2026-06-02T13:01:18Z",
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        },
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          "oid": "b2c989f824d16a25d83184a250ce802efa82eb44",
          "body": "The objective is to include the [nanoFold\ndataset](https://huggingface.co/datasets/ChrisHayduk/nanofold-public) as\na benchmark in the Hub. The dataset is part of the [nanoFold\nchallenge](https://github.com/ChrisHayduk/nanoFold-Competition).\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Me\n[…]\nfor commit\n5d57865f5fde787211160077805eba7f69f78d45. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add nanofold benchmark details to eval.ts (#2208)",
          "author_name": "Carlos Miguel Patiño",
          "author_login": "cmpatino",
          "committed_at": "2026-06-02T12:50:15Z",
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          "body": "## Summary\n\nAdds `pier` to the supported `eval.yaml` evaluation framework\nidentifiers.\n\nPier is a Harbor fork built for DeepSWE, with stronger support for CLI\nagents in no-internet tasks and more faithful, consistent agent\ntrajectories.\n\n## Context\n\nDeepSWE has been prepared for the Hub Evaluation R\n[…]\nisting `harbor` framework identifier while\nthis PR adds `pier` as the canonical identifier for Pier-backed\nbenchmark datasets.\n\n## Validation\n\n- `pnpm exec eslint --ext .ts packages/tasks/src/eval.ts`",
          "is_bot": false,
          "headline": "Add Pier evaluation framework for DeepSWE (#2205)",
          "author_name": "Wenqi Huang",
          "author_login": "Ynng",
          "committed_at": "2026-06-02T09:58:45Z",
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          "oid": "e83afdee267c14bec621fbc563bf33af3308fb5e",
          "body": "## What\n\nThe `collectionInfo` and `listCollections` E2E tests in `packages/hub`\nhit the live Hub and assert on the contents of the\n`huggingfacejs/test-collection`. A couple of fields were asserted with\n**hardcoded** volatile values that drift over time, so the tests fail on\n**every branch** (not spe\n[…]\nfor automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix flaky collections E2E tests with Any<...> matchers (#2204)",
          "author_name": "Lucain",
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          "body": "This PR adds code snippet support for the litert-lm library tag,\nproviding developers with our official CLI instructions and developer\nguide link.\n\nTo make sure this PR is legit, I'm sharing the following blogposts\n(which I'm one of the authors, Yu-Hui Chen) to prove that I'm the main\ndeveloper for \n[…]\nis repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->\n\n---------\n\nCo-authored-by: Lucain <lucainp@gmail.com>\nCo-authored-by: Lucain <lucain@huggingface.co>",
          "is_bot": false,
          "headline": "feat: add LiteRT-LM code snippet support (#2203)",
          "author_name": "Yu-Hui Chen",
          "author_login": "yuhuichen1015",
          "committed_at": "2026-06-01T14:34:32Z",
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          "oid": "48b9ba0f8fb09e5cd1945f5ad1171400ccc04d6f",
          "body": "## Summary\n\nAdds `wbench` to the supported evaluation frameworks for benchmark\ndataset `eval.yaml` files.\n\nWBench is a comprehensive multi-turn benchmark for interactive video\nworld model evaluation, assessing models across 5 dimensions (video\nquality, setting adherence, interaction adherence, consi\n[…]\nfor commit\n30f6c1cabccec5ac239c875b736872832b89e583. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "Add wbench eval framework (#2200)",
          "author_name": "Kaining Ying",
          "author_login": "KainingYing",
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          "oid": "d3e33e89c7f9a07d8fa12dd12d69f2063a616d77",
          "body": "Adding @NathanHB and me as codeowners. So @NathanHB, whenever you\napprove a pr on that file, I can merge & release it.\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> **Low Risk**\n> Documentation-only governance change with no runtime or security\nimpact.\n> \n> **Overview**\n> Adds a **file-specific CODEOWNE\n[…]\nfor commit\n9f969a0f9d8a7d470d3bce56cc78db873440bb90. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
          "is_bot": false,
          "headline": "[Tasks] udpate codeowner for eval.ts (#2198)",
          "author_name": "Bertrand CHEVRIER",
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          "headline": "Remove agents package CODEOWNERS entry",
          "author_name": "Julien Chaumond",
          "author_login": "julien-c",
          "committed_at": "2026-05-27T10:18:57Z",
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          "is_bot": false,
          "headline": "Add ResearchClawBench eval framework (#2174)",
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          "is_bot": false,
          "headline": "Add stable-audio-3 library (#2190)",
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                "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": "excellent",
        "name": "Engineering Quality",
        "value": 94,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "24 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "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": ".eslintrc.cjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.cjs"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "api-client",
                "hub",
                "inference",
                "machine-learning",
                "huggingface"
              ],
              "has_wiki": true,
              "homepage": "https://hf.co/docs/huggingface.js",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://hf.co/docs/huggingface.js",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 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 16/27 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 45 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 7 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 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "113 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Matched the npm:ts@0.2.2 runtime dependency closure — what installing the published package pulls in — 94 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:ts@0.2.2",
                  "assessed": 94
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "osv",
              "advisories": 32,
              "affected_packages": 5,
              "assessed_packages": 94,
              "unassessed_packages": 0,
              "affected_by_severity": "high 4, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: axios 0.18.1 (high 8.6)",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "axios 0.18.1 (high 8.6)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "4 affected: brace-expansion 1.1.16 (high 7.5), follow-redirects 1.5.10 (high 8.0), trim-newlines 2.0.0 (high 7.5), +1 more",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 4,
                      "packages": "brace-expansion 1.1.16 (high 7.5), follow-redirects 1.5.10 (high 8.0), trim-newlines 2.0.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 2149 days ago",
                "points": 23.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 4,
                      "oldest": 2149
                    }
                  }
                ],
                "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": 94,
              "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": "moderate",
        "name": "AI Readiness",
        "value": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.604,
              "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": "58 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 32.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 58,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "e2e/svelte/tsconfig.json",
                "e2e/ts/tsconfig.json",
                "packages/agents/tsconfig.json",
                "packages/blake3-jit/tsconfig.json",
                "packages/blob/tsconfig.json",
                "packages/dduf/tsconfig.json",
                "packages/doc-internal/tsconfig.json",
                "packages/gearhash-jit/tsconfig.json",
                "packages/gguf/tsconfig.json",
                "packages/hub/tsconfig.json",
                "packages/inference/tsconfig.json",
                "packages/jinja/tsconfig.json",
                "packages/languages/tsconfig.json",
                "packages/mcp-client/tsconfig.json",
                "packages/ollama-utils/tsconfig.json",
                "packages/space-header/tsconfig.json",
                "packages/splitmix64-wasm/assembly/tsconfig.json",
                "packages/tasks-gen/tsconfig.json",
                "packages/tasks/tsconfig.json",
                "packages/tiny-agents/tsconfig.json",
                "packages/xetchunk-wasm/tsconfig.json",
                "tsconfig.json"
              ],
              "agent_commit_share": 0.11,
              "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": ".eslintrc.cjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.cjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "e2e/svelte/tsconfig.json, e2e/ts/tsconfig.json, packages/agents/tsconfig.json, packages/blake3-jit/tsconfig.json, packages/blob/tsconfig.json, packages/dduf/tsconfig.json, packages/doc-internal/tsconfig.json, packages/gearhash-jit/tsconfig.json, packages/gguf/tsconfig.json, packages/hub/tsconfig.json, packages/inference/tsconfig.json, packages/jinja/tsconfig.json, packages/languages/tsconfig.json, packages/mcp-client/tsconfig.json, packages/ollama-utils/tsconfig.json, packages/space-header/tsconfig.json, packages/splitmix64-wasm/assembly/tsconfig.json, packages/tasks-gen/tsconfig.json, packages/tasks/tsconfig.json, packages/tiny-agents/tsconfig.json, packages/xetchunk-wasm/tsconfig.json, tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "e2e/svelte/tsconfig.json, e2e/ts/tsconfig.json, packages/agents/tsconfig.json, packages/blake3-jit/tsconfig.json, packages/blob/tsconfig.json, packages/dduf/tsconfig.json, packages/doc-internal/tsconfig.json, packages/gearhash-jit/tsconfig.json, packages/gguf/tsconfig.json, packages/hub/tsconfig.json, packages/inference/tsconfig.json, packages/jinja/tsconfig.json, packages/languages/tsconfig.json, packages/mcp-client/tsconfig.json, packages/ollama-utils/tsconfig.json, packages/space-header/tsconfig.json, packages/splitmix64-wasm/assembly/tsconfig.json, packages/tasks-gen/tsconfig.json, packages/tasks/tsconfig.json, packages/tiny-agents/tsconfig.json, packages/xetchunk-wasm/tsconfig.json, tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "11 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 11,
                      "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 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 381456,
              "source_files_sampled": 687,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/687 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 687,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
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  "warnings": [
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  ],
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}

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与 huggingface/huggingface.js 共享目录标签或生态系统的已检测仓库。 并排阅读 →

89scalar/scalarScalar is an open-source API platform:　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　🌐 Modern REST API Client　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　📖 Beautiful API References　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　　✨ 1st-Class OpenAPI/Swagger Support优秀88huggingface/transformers🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. 优秀88eventual-inc/daftHigh-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale优秀87huggingface/lerobot🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning优秀93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.优秀93apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflows优秀

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 — npm.