公开记录优秀
软件健康报告模式 0.30.0 · 指标 2.5.0 · 2026-08-04 14:25 UTC
wandb / wandb-workspaces
Programatically edit the W&B UI
wandb/wandb-workspaces 的健康指数为 100 分中的 89 分，处于「优秀」区间。 其得分最高的类别是Vitality（89/100），最低的是AI Readiness（57/100）。 最近一次更新在今天。 近期的大部分工作由 3 位贡献者完成。
89
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。
89
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 75 经校准后在公布的指数量表上为 89（记录校准 2026-08-02）。
所有权
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 |
|---|---|---|---|---|---|
| PyPI | wandb-workspaces | 0.4.5 | 335,812 | 35 | 0 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
89
开发活跃度
88优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 24.2/36 | 提交节奏 — 52 周中有 35 周有提交 |
| 18/18 | 提交量 — 最近一年 178 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 178 |
| human_commit_share | 0.93 |
| days_since_last_push | 0 |
| active_weeks_last_year | 35 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 35 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 15.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 35 |
| latest_release_tag | v0.4.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 15.4 |
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
62
流行度与采用
29存在风险
评分方式
| 23.2/60 | 星标 — 28 个星标 |
| 2.5/25 | 复刻 — 3 个复刻 |
| 3.3/15 | 关注者 — 5 位关注者 |
所用输入
| forks | 3 |
| stars | 28 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 3 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | shields.io |
| has_pull_request_template | 是 |
生态采用（下载量）
92优秀
评分方式
| 73.7/80 | 月度下载量 — pypi 合计每月 335,812 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 | wandb-workspaces |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 335,812 |
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？
79
维护者韧性（巴士系数）
72良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.2/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 22 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 3 |
| contributors_sampled | 22 |
| top_contributor_share | 0.278 |
议题与 PR 响应能力
72良好
评分方式
| 22.6/42 | 议题解决 — 54% 的议题已关闭 |
| 24/30 | PR 接受 — 已裁定的 PR 中 135/169 已合并 |
| 10.4/13 | Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 4/5 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 135 |
| open_issues | 6 |
| closed_issues | 7 |
| prs_merged_7d | 1 |
| prs_decided_7d | 2 |
| prs_merged_30d | 5 |
| prs_decided_30d | 6 |
| issue_closed_ratio | 0.538 |
| closed_unmerged_prs | 34 |
| first_time_authors_30d | 3 |
| first_time_prs_merged_30d | 4 |
| first_time_prs_decided_30d | 5 |
所有权与托管责任
78良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 22.6/25 | 所有者影响力 — wandb 有 1,411 位关注者 |
| 25/25 | 既往记录 — 158 个公开仓库，账户约 9 年 |
所用输入
| followers | 1,411 |
| owner_type | Organization |
| is_verified | — |
| owner_login | wandb |
| public_repos | 158 |
| account_age_days | 3,430 |
软件包维护
100卓越
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 35 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 | wandb-workspaces |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
76
工程实践
94卓越
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
50中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
69
安全态势
61中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 2.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.1 |
已排除计分（无数据或不适用）：branch_protection。 其余权重已重新归一化。
依赖安全公告
100卓越
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 36 |
| affected_packages | 8 |
| assessed_packages | 54 |
| unassessed_packages | 0 |
| affected_by_severity | critical 1, high 3, moderate 4 |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 54 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
57
AI 代理上下文与指引
40薄弱
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 93 次人类提交中有 81 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.871 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — wandb_workspaces/py.typed |
| 10/10 | 可复现环境 — lockfile |
| 8/10 | 已体现的代理实践 — 最近 100 次提交中有 4 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 |
| 5/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | wandb_workspaces/py.typed |
| agent_commit_share | 0.04 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
80优秀
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（wandb_workspaces/py.typed） |
| 53/55 | 可控的文件大小 — 采样的 56 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 179,859 |
| source_files_sampled | 56 |
| oversized_source_files | 2 |
机器可读接口
40薄弱
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
28GitHub 星标
22贡献者
178最近 12 个月提交数
0距最近推送天数
35发布版本数
3巴士系数（bus factor）
6开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:wandb-workspaces@0.4.5; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 3 ⇿
0Star
3Fork
19发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 0次版本 2修订 17
每个点涵盖 2 天。
OpenSSF Scorecard 6.1 / 10
6.1综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | 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 |
| 10 | CI-Tests | 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 5 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 5 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
直接依赖 2
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pydantic | >=2.7 | pyproject.toml |
| PyPI | wandb | >=0.13.7 | pyproject.toml |
全部依赖 54
来自 GitHub 依赖图的完整解析依赖集合：2 个直接依赖与 52 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 |
|---|---|---|---|
| PyPI | pydantic | 2.12.2 | 直接 |
| PyPI | wandb | 0.22.2 | 直接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | certifi | 2025.10.5 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | click | 8.1.8 | 间接 |
| PyPI | click | 8.3.0 | 间接 |
| PyPI | codecov | 2.1.13 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | coverage | 7.10.7 | 间接 |
| PyPI | coverage | 7.11.0 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | eval-type-backport | 0.2.2 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | faker | 37.11.0 | 间接 |
| PyPI | filelock | 3.19.1 | 间接 |
| PyPI | filelock | 3.20.3 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.45 | 间接 |
| PyPI | identify | 2.6.15 | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | mypy | 1.18.2 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | numpy | 1.26.4 | 间接 |
| PyPI | packaging | 25.0 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | platformdirs | 4.4.0 | 间接 |
| PyPI | platformdirs | 4.5.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | polyfactory | 2.22.2 | 间接 |
| PyPI | pre-commit | 3.8.0 | 间接 |
| PyPI | protobuf | 6.33.5 | 间接 |
| PyPI | pydantic-core | 2.41.4 | 间接 |
| PyPI | pytest | 8.3.5 | 间接 |
| PyPI | pytest-cov | 7.0.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | requests | 2.32.5 | 间接 |
| PyPI | ruff | 0.14.1 | 间接 |
| PyPI | sentry-sdk | 2.42.0 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | smmap | 5.0.2 | 间接 |
| PyPI | tomli | 2.3.0 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | virtualenv | 20.36.1 | 间接 |
| PyPI | wandb-workspaces | 0.4.5 | 间接 |
依赖安全公告 8
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 54 个包，其中也包含从不交付的开发与测试版本固定：8 个存在已知公告，0 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| gitpython | 3.1.45 | 间接 | 严重 | 20 | 3.1.57 |
| click | 8.1.8 | 间接 | 高 | 1 | 8.3.3 |
| click | 8.3.0 | 间接 | 高 | 1 | 8.3.3 |
| urllib3 | 2.6.3 | 间接 | 高 | 4 | 2.7.0 |
| filelock | 3.19.1 | 间接 | 中 | 4 | 3.20.3 |
| idna | 3.11 | 间接 | 中 | 2 | 3.15 |
| pytest | 8.3.5 | 间接 | 中 | 2 | 9.0.3 |
| requests | 2.32.5 | 间接 | 中 | 2 | 2.33.0 |
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 1037,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 1936,
"Python": 727157,
"Jupyter Notebook": 21309
},
"pushed_at": "2026-08-04T14:22:41Z",
"created_at": "2024-06-03T14:03:19Z",
"owner_type": "Organization",
"updated_at": "2026-08-04T14:24:29Z",
"description": "Programatically edit the W&B UI",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://wandb.ai",
"name": "Weights & Biases",
"type": "Organization",
"login": "wandb",
"company": null,
"location": "San Francisco",
"followers": 1411,
"avatar_url": "https://avatars.githubusercontent.com/u/26401354?v=4",
"created_at": "2017-03-14T06:43:52Z",
"is_verified": null,
"public_repos": 158,
"account_age_days": 3430
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2026-08-04T14:22:41Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2026-06-25T20:17:33Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2026-06-10T22:27:03Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2026-06-05T18:50:39Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2026-05-28T21:57:11Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-05-28T19:26:17Z"
},
{
"tag": "v0.3.10",
"kind": "patch",
"published_at": "2026-05-27T19:56:44Z"
},
{
"tag": "v0.3.9",
"kind": "patch",
"published_at": "2026-03-31T15:23:07Z"
},
{
"tag": "v0.3.8",
"kind": "patch",
"published_at": "2026-03-25T14:27:05Z"
},
{
"tag": "v0.3.7",
"kind": "patch",
"published_at": "2026-03-18T16:59:29Z"
},
{
"tag": "v0.3.6",
"kind": "patch",
"published_at": "2026-03-16T17:38:12Z"
},
{
"tag": "v0.3.5",
"kind": "patch",
"published_at": "2026-02-26T18:04:54Z"
},
{
"tag": "v0.3.4",
"kind": "patch",
"published_at": "2026-01-22T23:36:01Z"
},
{
"tag": "v0.3.3",
"kind": "patch",
"published_at": "2026-01-07T20:37:34Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2026-01-07T16:29:33Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-12-18T16:43:13Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-12-01T18:17:57Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2025-11-05T20:55:52Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2025-11-05T17:44:39Z"
},
{
"tag": "v0.1.19",
"kind": "patch",
"published_at": "2025-10-06T21:33:06Z"
},
{
"tag": "v0.1.18",
"kind": "patch",
"published_at": "2025-09-05T15:18:34Z"
},
{
"tag": "v0.1.17",
"kind": "patch",
"published_at": "2025-08-27T10:54:35Z"
},
{
"tag": "v0.1.16",
"kind": "patch",
"published_at": "2025-06-17T15:02:15Z"
},
{
"tag": "v0.1.15",
"kind": "patch",
"published_at": "2025-06-06T17:58:59Z"
},
{
"tag": "v0.1.14",
"kind": "patch",
"published_at": "2025-04-01T14:23:32Z"
},
{
"tag": "v0.1.13",
"kind": "patch",
"published_at": "2025-03-19T18:29:17Z"
},
{
"tag": "v0.1.12",
"kind": "patch",
"published_at": "2025-02-17T16:11:35Z"
},
{
"tag": "v0.1.11",
"kind": "patch",
"published_at": "2025-02-10T15:47:58Z"
},
{
"tag": "v0.1.10",
"kind": "patch",
"published_at": "2025-01-29T19:03:21Z"
},
{
"tag": "v0.1.9",
"kind": "patch",
"published_at": "2025-01-29T00:10:41Z"
},
{
"tag": "v0.1.8",
"kind": "patch",
"published_at": "2024-07-08T17:48:08Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2024-06-21T02:59:29Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2024-06-07T16:10:25Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2024-06-03T22:51:13Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2024-06-03T14:05:21Z"
}
],
"recent_commits": [
{
"oid": "ed5390c1a70279dadeefb6365b89d3fb0ba894bb",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(release): bump version to 0.4.5 (#189)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-04T14:22:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4c20d109c93563e01a8174faf04fb9b66c1c3b4",
"body": "fix(reports): scope share links to all referenced projects",
"is_bot": false,
"headline": "Merge pull request #188 from wandb/fix/report-share-link-scope",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-08-04T13:00:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf6b4aa5a82b92e9a8ac22cb2b0d4cfb50cf9552",
"body": "Preserve existing report URLs by updating the returned public token only when its project scope differs from the report's referenced projects.",
"is_bot": false,
"headline": "fix(reports): refresh stale share-link project scope",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-30T14:49:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d46f662383e64c5729425646874f93f899c2b0d",
"body": "Preserve the existing idempotent behavior for active links and avoid introducing token-repair semantics beyond the reported creation bug.",
"is_bot": false,
"headline": "refactor(reports): limit share-link scope fix to creation",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-27T14:05:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "efdd8c97dbfe4fa26096b5af013c21beee010872",
"body": "Include every runset project when creating report access tokens and refresh existing links so cross-project panels remain viewable anonymously.",
"is_bot": false,
"headline": "fix(reports): scope share links to referenced projects",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-27T13:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ea2fa3662bac0199bb6274bcbbcbba1c1407747",
"body": "fix: Group panels by run-level attributes without .value",
"is_bot": false,
"headline": "Merge pull request #181 from wandb/fix/backend_groupby",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-14T22:16:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5911eaa62ffe4ebb320e59a92eafac43cff87dc8",
"body": null,
"is_bot": false,
"headline": "chore(reports): cover Metric groupby field validation and round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T22:37:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e220878186e73a1ffd72cd82850edacfdeab907",
"body": null,
"is_bot": false,
"headline": "chore(reports): cover Metric groupby serialization round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:54:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1126cf406462ee08ce5ae40c037fa7d002f07424",
"body": null,
"is_bot": false,
"headline": "feat(reports): accept Metric in the panel groupby field type",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:51:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b658dad2e66ca7b98eae2584446635a4b9c5b195",
"body": null,
"is_bot": false,
"headline": "feat(reports): resolve Metric and run-attribute groupby keys",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:49:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4eee6dd305e39e7a77ffee62677fbe099d84eafe",
"body": null,
"is_bot": false,
"headline": "fix: Group panels by run-level attributes without .value",
"author_name": "Ashraf Shaik",
"author_login": "moonshot-s",
"committed_at": "2026-07-13T19:00:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36b03b6e52efba2092d1d7524c2f015aa72bda88",
"body": "…n-copy\n\nfix(workspaces): resolve preserved panel overrides when copying a saved view",
"is_bot": false,
"headline": "Merge pull request #184 from wandb/clocasto/resolve-panel-overrides-o…",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T18:59:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bee8dec253b6e9d38bcb2c876af94301254f0bb5",
"body": null,
"is_bot": false,
"headline": "docs: note customization preservation and its limits in the copy example",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf670bd0d567b85698001a20c1e3bca65cfb4efb",
"body": null,
"is_bot": false,
"headline": "test: cover override resolution, placement-drop, and config collisions",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "868386c8ed51fd2d7d216cfe3a4455ea22bc974d",
"body": null,
"is_bot": false,
"headline": "fix: reconcile preserved overrides against SDK edits on copy",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7db08a31502c34d52ffd8efc6c43786c22b0746",
"body": null,
"is_bot": false,
"headline": "fix: preserve panel isAuto across the panel interface",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32721d62daae9cf89e6c68bddfa94f0973c63a99",
"body": null,
"is_bot": false,
"headline": "fix: capture and replay section __id__ on workspace round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37beb3d14f26d70bfa2134f6f685ba7631faaab6",
"body": null,
"is_bot": false,
"headline": "fix: add isAuto to the panel wire model",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c6f1cfc59981a8a79973c2a939b69b534de6f69",
"body": null,
"is_bot": false,
"headline": "fix: add __id__ to workspace panel-bank sections (wire model)",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "94fe16535481f43304c3ed843ef4c16fbd335292",
"body": "…nels\n\nfix(workspaces): preserve auto_generate_panels when copying a saved view",
"is_bot": false,
"headline": "Merge pull request #183 from wandb/clocasto/preserve-auto-generate-pa…",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:26:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5fb80dc633f7a2e57f89d7b5a8d1a948404d4d3",
"body": null,
"is_bot": false,
"headline": "docs: distinguish auto-generated and curated panels in copy example",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb9fd22fca66c6d86f3b4fc8d27f697686ad0d21",
"body": "…specs",
"is_bot": false,
"headline": "test: cover auto_generate_panels round-trip across legacy and modern …",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "802dcbf57d0889f6a6b89ebaca7d05e2f7dc48b1",
"body": null,
"is_bot": false,
"headline": "fix: preserve auto_generate_panels when loading a saved view",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09eeb36e5aada0520aec7335d086395645a62770",
"body": "…settings",
"is_bot": false,
"headline": "fix: make should_auto_generate_panels optional and capture workspace …",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0276dd14b0c1d0db10897d606f231bba71ba4010",
"body": "fix(workspaces): load and round-trip workspaces with UI-only panel override keys",
"is_bot": false,
"headline": "Merge pull request #182 from wandb/clocasto/fix-from-url-panel-overrides",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:09:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b87d5a087ead5e2e27340349fb26bbcd91a66e",
"body": null,
"is_bot": false,
"headline": "docs: add example for copying a saved view to another project",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T21:01:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f0470d59f205d64a58717c66a74bf8d14e7ba6e",
"body": null,
"is_bot": false,
"headline": "test: cover panel override round-trip and fresh-spec omission",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T18:21:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0e09f2b5afedc3660ad41bda9019d68e9ce43fd3",
"body": null,
"is_bot": false,
"headline": "fix: preserve panel override maps when re-saving a loaded workspace",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T16:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de09e3ea7d8b6d2369828a603ac27763860789bd",
"body": null,
"is_bot": false,
"headline": "fix: stop Workspace.from_url crashing on UI-only panel override keys",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T16:33:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd1b34667e58dc75ff68155cc70a17f5c58f250e",
"body": "chore(release): bump version to v0.4.4",
"is_bot": false,
"headline": "Merge pull request #180 from wandb/release/v0.4.4",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-06-25T20:17:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d4645814d1cd51614b321b381c1817a1897bc99",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.4",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-25T20:14:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "858c5c9859b32e4e06e9b3c6a66bb2803a54b010",
"body": "feat: Add support for run group colors",
"is_bot": false,
"headline": "feat: Add support for run group colors",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-06-25T20:11:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6983b6b8ba2f2fd7fc98500e51d54afb0921ab5c",
"body": "- examples/workspaces/05_group_colors.py: minimal group_colors usage (parent colors, nested overrides, inheritance)\n- ruff format _serialize_group_colors / grouping from prior commit so pre-commit passes",
"is_bot": false,
"headline": "docs: add group colors example, format serialization",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-06-24T23:32:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2db5dd7d525e0f3c62d218d2d5dfde903ecd0a3",
"body": null,
"is_bot": false,
"headline": "feat: add workspace group colors",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-06-24T23:11:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7922a68448c31f869bcd73ba49cbc09ae0e1d508",
"body": "chore(release): bump version to v0.4.3",
"is_bot": false,
"headline": "Merge pull request #177 from wandb/release/v0.4.3",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-10T22:26:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c02701590ad94d04144c0a694d7d6f129b18493c",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.3",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-10T22:25:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9647c814073823b982b32cfab9dbbbdccbcc892",
"body": "…-runs\n\nfeat(sdk): support cross-project pinned and baseline runs in workspaces SDK",
"is_bot": false,
"headline": "Merge pull request #176 from wandb/feat/cross-project-pinned-baseline…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-10T22:23:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86b9614af1beef01e21ce568d202b3fb8c264c0e",
"body": "Pinned and baseline runs in `RunsetSettings` can now reference runs from\nother entities/projects. Three input shapes are accepted for both\n`pinned_runs` entries and `baseline_run`:\n\n- bare slug \"abc1234\" (same project, unchanged)\n- slash-form \"entity/project/abc1234\" (cross-project shorthand)\n- type\n[…]\ntuple, so a baseline given as\n`RunRef(\"abc\",\"e\",\"p\")` is correctly recognized as already pinned when\n`pinned_runs` contains the slash-form `\"e/p/abc\"`.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: support cross-project pinned and baseline runs in workspaces SDK",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-09T19:21:43Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a63bd438c5bc9319086af5f75a182dabaea32a02",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(release): bump version to 0.4.2 (#175)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-05T18:50:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45e633211dc8581a4a72d00374ac50b2437ae1da",
"body": "fix: avoid import-time wandb_gql dependency",
"is_bot": false,
"headline": "Merge pull request #174 from wandb/fix/wandb-0271-graphql-import",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T18:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e9b7d553c21658a575ae91f71f1001604b17d07",
"body": null,
"is_bot": false,
"headline": "Removes RetryingClient",
"author_name": "Andrew Casey",
"author_login": "acasey-wandb",
"committed_at": "2026-06-05T16:05:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2b6725719f1e947f68614ba20c022516398e584",
"body": "Route app URL lookup through the SDK compatibility helper so report and workspace URL construction works with W&B SDKs that expose _service_api instead of Api.client.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix: support service API app URLs",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T15:26:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "581d43985cb3f2639690ce2fac252f4466c2a2ab",
"body": "Route GraphQL execution through the current W&B SDK service API when available and lazily fall back to wandb_gql only for legacy clients.",
"is_bot": false,
"headline": "fix: avoid import-time wandb_gql dependency",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T15:03:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cdc054663357a9d7903675ca2508bd8b69f3de5e",
"body": "chore(release): bump version to v0.4.1",
"is_bot": false,
"headline": "Merge pull request #172 from wandb/release/v0.4.1",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-05-28T21:56:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fb3383f7ce48c77955708071adf19c7055f8edb",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.1",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-28T21:40:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ab347afb39ea7ed684ae6d462f2eeedd68c6e29",
"body": "feat: Runset column config + column locking",
"is_bot": false,
"headline": "Merge pull request #160 from wandb/WB-33632",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-05-28T20:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc265bc3ba61f9e08444ef5493c726620ebb45f9",
"body": null,
"is_bot": false,
"headline": "chore: warning when past 500 renderable limit on frontend",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a9cff8d7b4ad7f3b1bd3fc73c2370d792906258",
"body": null,
"is_bot": false,
"headline": "chore: better comments",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c4dcd5236263fafe51b9b8dcf63bbd6d024b22d",
"body": null,
"is_bot": false,
"headline": "implement",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70c161e3b42aa9ef218ee90553f0de4154dede92",
"body": "chore(release): bump version to v0.4.0",
"is_bot": false,
"headline": "Merge pull request #171 from wandb/release/v0.4.0",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T19:25:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f552a9fe230555e3880bffed818ab60791323e7e",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.0",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-28T18:03:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de618656de401a76040f7ae563617f433c9698d2",
"body": "feat(sdk): v2 filter support",
"is_bot": false,
"headline": "Merge pull request #153 from wandb/feat/v2-filters-read",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T18:02:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ec18a26866b97a0ec5261a897c116a4bc9d5998",
"body": null,
"is_bot": false,
"headline": "merge",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:58:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0dc6584206583f9dc357b839136da13552ed725f",
"body": "feat(sdk): workspace v2 filter write-back",
"is_bot": false,
"headline": "Merge pull request #154 from wandb/feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:42:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b37e097f344849eb05de0dcfd419066ff61da3c8",
"body": "feat(sdk): report v2 filter write-back",
"is_bot": false,
"headline": "Merge pull request #155 from wandb/feat/v2-filters-report-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:38:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "828ba5800b9186cd1980528ae44cf5e56ab66cf2",
"body": "feat(sdk): expose Or/And API",
"is_bot": false,
"headline": "Merge pull request #151 from wandb/feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:37:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "525bc7882ce077ee5a1473797274079e94397e80",
"body": "chore(release): auto-detect server-compat labels in release notes",
"is_bot": false,
"headline": "Merge pull request #170 from wandb/chore/release-notes-server-compat",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:26:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42011a1f8a17900076fe5d6dc753ce9f7b9c5898",
"body": "chore(release): bump version to v0.3.10",
"is_bot": false,
"headline": "Merge pull request #169 from wandb/release/v0.3.10",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T19:56:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea0474fa0a5b61c0fca0e5f4159720ec0a10c6f2",
"body": "Adds a post-release step to auto-release.yml that walks every commit\nbetween the previous tag and HEAD (via the compare API), maps each to\nits originating PR, and prepends a server-compatibility section to the\nrelease notes based on `requires-server/*` labels.\n\nSupported labels:\n - `requires-server\n[…]\n both label options so contributors know which to apply.\n\nVerified end-to-end against the unreleased PRs between v0.3.9 and the\nv0.3.10 release branch.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore(release): auto-detect server-compat labels in release notes",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T19:52:52Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "811fbe79ac0fa1ad828b2533fd572a75661a3350",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.3.10",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-27T17:22:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62319ecb1850f83229a0b696121df8f83f08f5ce",
"body": "feat(sdk): support baseline_run and pinned_runs in RunsetSettings",
"is_bot": false,
"headline": "Merge pull request #165 from wandb/mbarrramsey/baseline_pinned_sdk",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T17:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d4ffbc2519c41ef0cb9f29b941c99ea76180f5c",
"body": null,
"is_bot": false,
"headline": "fix: normalize filter value key (#161)",
"author_name": "acasey-wandb",
"author_login": "acasey-wandb",
"committed_at": "2026-05-27T12:47:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2c0a0b16f7a7c69e76c5ca8466f056867bf1aed",
"body": "Adds `baseline_run` and `pinned_runs` to `RunsetSettings` so the SDK\ncan configure the runset's baseline + pinned runs the same way the\nW&B app does.\n\nUsers pass run slugs (the value of `wandb.Run.id`, e.g. `\"g0dpjzew\"`,\nalso the last segment of a run URL). At the serialization boundary\nthe SDK enco\n[…]\n` invariant: setting only\n`baseline_run` auto-adds it to `pinned_runs`. Warns (but still\nserializes) when `pinned_runs` exceeds the app's 20-entry cap.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(sdk): support baseline_run and pinned_runs in RunsetSettings",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T00:43:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "daa4d07d54b1415458afa9130dc6dd7d6bc3cb2e",
"body": "Co-authored-by: Sourcegraph <batch-changes@sourcegraph.com>",
"is_bot": false,
"headline": "chore(security): enable Renovate for GitHub Actions SHA pinning (#164)",
"author_name": "shivawandb",
"author_login": "shivawandb",
"committed_at": "2026-05-26T13:50:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9e8579f79e987ed1d53bd9b665664d91920d165",
"body": "- Remove Group class (no-op wrapper) from expr.py and all references\n- Update type annotations and validators in both interface files\n- Add Or/And and string OR examples to workspace and report filter\n example files\n- Update example comments to reflect OR support in string filters\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): remove Group class, add Or/And examples",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T22:09:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c13cdd767a4ca1071a61920f412150b3d552bac0",
"body": "- Change _tree_node_to_v2_items precedence check from <= to < so\n same-op nesting (OR-inside-OR, AND-inside-AND) is flattened instead\n of creating unnecessary v2 groups\n- Simplify Or.to_model: remove legacy AND bucket wrapping, rename\n buckets to children, flatten same-op OR children\n- Add same-op flattening to And.to_model for consistency\n- Remove stale docstrings from Or class\n- Update tests for new flattening behavior\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): flatten same-op nesting and simplify Or/And.to_model",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:56:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c5f4fcdc4558b55ed1355731b795f5346060c0b",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove scratch files and venvs from tracking",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:10:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57da4a33d60b3d6b513d6a50d155c8d0111e5638",
"body": "Pick up unified stashed field names and always-v2 write-back\nfor report Runsets. Resolve conflicts in test_filters.py.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "merge feat/v2-filters-report-write into feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:09:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d22d812a2e9184534c38d1df55f12462040ab72",
"body": "- Rename _filters_internal/_raw_filters_v2/_original_v2_filter_string\n to unified _stashed_filters_v2/_stashed_filter_string\n- _to_model always produces v2 dict via filters_tree_to_v2\n- _from_model uses copy.deepcopy for v2, converts legacy to v2\n- Unify stashing: always set both stashed fields\n- Update tests for v2 dict output\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): report runset always writes v2 filters",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:06:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "303b0be2e6745a20a98b3b3711be229b3140e4b2",
"body": null,
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write cleanup",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:59:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8070621693286d7225a6ea6fd4d9b8ac3607338",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove accidentally committed scratch files and venvs",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:56:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ec94b4c31c6ee54ed3cd9f172d00197d89d9062",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove accidentally committed scratch files and venvs",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:55:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "712f6a3c263cb774dad37f3d6e7dacba11f852af",
"body": "Resolve conflicts: remove filters_to_expr/normalize_filters_to_string,\nupdate validators to use v2 path for Or/And/Group objects,\nupdate report _from_model to use v2 string conversion,\nupdate tests for v2-always write behavior.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write into or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:54:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55e30e0c4517cc039d610ffc4dca428fdc467e57",
"body": "Resolve conflicts: update report _to_model to use v2 path,\nupdate tests to match simplified filter output.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-workspace-write into report-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:47:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdf6ff65d19c02810447b14653ac37575bdbf8b3",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: simplify _tree_node_to_v2_items",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:42:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb45173f78252b91d1fd84f721c51894ad628f1c",
"body": "- Add is_first_in_parent parameter for explicit connector tracking\n- Unwrap single-element groups to avoid unnecessary nesting\n- Remove _flatten_tree_to_v2_items (now handled by unified else branch)\n- Use immutable dict spread instead of mutating sub-items in place\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): improve tree-to-v2 conversion with precedence-aware grouping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:37:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa4964890d22cf843c02b09f7b0da9ef7741f1b7",
"body": "Made-with: Cursor\n\n# Conflicts:\n#\twandb_workspaces/expr.py",
"is_bot": false,
"headline": "Merge branch 'feat/v2-filters-read' into feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:29:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b270ac01ccce348dffa9936051463a26ab3ba442",
"body": "- Add is_first_in_parent parameter for explicit connector tracking\n- Unwrap single-element groups to avoid unnecessary nesting\n- Remove _flatten_tree_to_v2_items (now handled by unified else branch)\n- Use immutable dict spread instead of mutating sub-items in place\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): improve tree-to-v2 conversion with precedence-aware grouping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d275747394ff7fe9aae7e5158a222042b2ab20d8",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore(sdk): add legacy filter comments, remove debug prints",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:15:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e10a184e0089d3d24c46ab460995b70b7ab9e18b",
"body": "- filterexpr_list_to_string now formats FilterExpr directly to string\n without going through tree/v2 intermediate steps\n- Adds DeprecationWarning guiding users to And(...) syntax\n- Removes dead code: filter_expr_to_filters_tree, normalize_filters_to_string\n- Simplifies workspace and report validators to use filterexpr_list_to_string\n\nMade-with: Cursor",
"is_bot": false,
"headline": "refactor(sdk): simplify list→string path, deprecate plain list filters",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T19:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a83fd36a014bdb65fe81d7f59785c82d68d81806",
"body": "All filter-to-string conversions now go through the v2 pipeline\n(filters_tree_to_v2 -> filters_v2_to_string) which correctly handles\nparentheses and mixed AND/OR operators. The legacy filters_to_expr\nfunction has been deleted.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "refactor(sdk): remove legacy filters_to_expr, use v2 path everywhere",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T19:33:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fbfa53a6d0dc35596477a6c0c2b744b8388ae71",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write into feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:15:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c9498b1e137f1002d6e7e4797bfd4ea69e3370d",
"body": "… into feat/v2-filters-report-write",
"is_bot": false,
"headline": "Merge remote-tracking branch 'origin/feat/v2-filters-workspace-write'…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:12:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc3339d90f990f64988dd63349b085fa788cfe93",
"body": "…-based ValueError\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:11:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41a523ff1b6f3c0e3308b8907f2b163aa76ba81a",
"body": "…-based ValueError\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:09:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62f2f5241862550400de81986064d51c6169cecd",
"body": null,
"is_bot": false,
"headline": "Merge branch 'feat/v2-filters-read' into feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:08:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8ad0360175f5dcb21c20066b82895dcfa38342a",
"body": "Resolve conflict in expr.py: keep _format_filter_leaf from our branch,\ntake main's simplified filters_to_expr signature (no is_root param).\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge origin/main into feat/v2-filters-read",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:05:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce50a9b86e61b36da318d3ccb6ff6b58340340a3",
"body": "…-based ValueError\n\nResolve merge conflict by combining the write branch's is_first_in_parent\nconnector logic with the read branch's depth enforcement. Remove\n_flatten_nested_groups since the depth param on _tree_node_to_v2_items\nnow catches nested groups at conversion time. Update test to expect\nValueError instead of silent flattening.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:00:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "685a66b1f616077ff3b90a7a8c4cd7c85c5be44c",
"body": "Replace silent flattening with precedence-aware depth tracking in\n_tree_node_to_v2_items. AND-inside-OR is inlined (implicit precedence),\nwhile OR-inside-AND creates a real group. Raises ValueError if groups\nnest deeper than 1 level, matching the UI's rendering limit.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): enforce 1-level group depth limit in v2 filter conversion",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T17:52:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c4b898760f265f5eca21055507edf6b88a207de",
"body": "Match legacy behavior where disabled filters are included in the\nstring. This avoids losing OR connectors when a disabled item starts\na new OR segment, and is consistent with how legacy filters have\nalways worked.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): include disabled v2 filters in string representation",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:58:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1572038276fd46809c3d1b1e1b7b7e19be5ff992",
"body": "fix(sdk): legacy filters adding nesting",
"is_bot": false,
"headline": "Merge pull request #157 from wandb/fix/legacy-filter-nesting",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:26:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "562be43534078e5be72faa753399f5f3c5acc3d3",
"body": "…tion\n\nfilters_to_expr incorrectly wrapped non-root AND nodes in parentheses,\ne.g. producing \"(a and b)\" instead of \"a and b\". When users appended\nto that string and saved, the parens caused a nested AND tree that\nlegacy filters can't handle, with nesting growing on each save cycle.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): remove unnecessary parentheses from legacy filter serializa…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:05:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "065ddc3b54b5e85ff54c7c6c1a500cde141da98c",
"body": "Stash the v2 filter dict (with disabled flags intact) at load time in\nboth Workspace and Report Runset. On write, if the filter string hasn't\nbeen modified, use the stashed v2 directly. Otherwise fall through to\nthe string → tree → v2 conversion (disabled state lost, acceptable\nsince the user explicitly changed filters).\n\nAlso updates tests to verify disabled preservation and adapts\nuser-constructed/modified runset tests for the always-write-v2 path.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: preserve disabled filter state through load/save roundtrip",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:42:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "333636425de38f963a7278b4dbb5bd35193617ae",
"body": "- Replace _reject_v2_format on Filters with _keep_v2_as_dict on\n internal.Runset (matching the workspace-write PR pattern)\n- Restore _format_filter_leaf to workspace-write PR version\n- Restore inline validator in report Runset instead of\n normalize_filters_to_string, add Or/And/Group elif branch\n- Fix trailing whitespace\n\nMade-with: Cursor",
"is_bot": false,
"headline": "chore: restore stacked PR patterns and revert cosmetic changes",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f5d60060ed6f04ae115f25caa356de0e5b263f2",
"body": null,
"is_bot": false,
"headline": "comment",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4dc6868352a371ea3ac7470bfb1ee207834e85ef",
"body": "- Report Runset._to_model() now converts filters to v2 via\n filters_tree_to_v2(expr_to_filters(...)), matching the workspace path\n- Report Runset._from_model() handles v2 dicts with filters_v2_to_string\n- Widen Runset.filters type to accept Or/And/Group objects\n- Use shared normalize_filters_to_string validator\n- Remove _filters_internal stashing (no longer needed with always-v2)\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: reports always write v2 filters and accept Or/And/Group objects",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b2f505e5391a825f2b111022d8ef567235d6810",
"body": "Add Or(), And(), Group() filter construction classes for programmatic\nv2 filter expressions. All workspaces and reports now always write in\nv2 format regardless of how they were loaded. Removes the legacy tree\nwrite path in favor of universal v2 output.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: expose Or/And/Group API and always write v2 filter format",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "151e4c861bc93025c814ed62e727b01e7296fd79",
"body": "The test used `A or (B and C)` which doesn't produce a group because AND\nnaturally binds tighter than OR. Changed to `(A or B) and C` where OR\ninside AND reverses natural precedence and correctly requires a v2 group.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: use correct precedence in test_modified_v2_with_group",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:29:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e277ec9aa6eda325d4a8c2ecaef5dd41ca7a1be3",
"body": "Extend the v2 write-back pattern to reports: stash raw v2 dict on load,\npreserve it on unchanged save, reconvert through tree → v2 on modified\nsave. Legacy reports now write filters in the canonical OR → AND → leaves\nshape. Adds TestReportWriteBack covering unchanged v2, modified v2, groups,\nlegacy preservation, and field separation.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: add report v2 filter write-back with legacy wrapping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-28T23:29:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0ff4925029b98216751b5c06719c513dd2be0e1",
"body": "Python's ast.parse creates implicit AND nodes for mixed expressions like\n\"A or B and C\", but the v2 filters UI already handles AND-before-OR\nprecedence natively. Only create v2 groups when semantically needed\n(OR inside AND) or for explicit parentheses (same-op nesting).\n\nAlso flatten nested groups to respect the UI's max 1-level nesting.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: use precedence-aware grouping in tree-to-v2 conversion",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-28T23:28:54Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 35,
"commits_last_year": 178,
"latest_release_at": "2026-08-04T14:22:41Z",
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 35,
"days_since_latest_release": 0,
"mean_days_between_releases": 15.4
},
"artifacts": {
"collected": true,
"structure": [
"tree.notebook"
],
"declarations": [
{
"name": "wandb-workspaces",
"path": "pyproject.toml",
"tokens": [
"pypi.classifier:Topic :: Software Development :: Libraries"
],
"ecosystem": "pypi"
}
]
},
"community": {
"has_readme": true,
"has_license": true,
"readme_badges": {
"hosts": [
"shields.io"
],
"total": 3,
"header": 3,
"collected": true,
"has_inspect_badge": false
},
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "wandb-workspaces",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"categories": [],
"matches_repo": true,
"registry_url": "https://pypi.org/project/wandb-workspaces/",
"declared_type": null,
"is_deprecated": false,
"latest_version": "0.4.5",
"repository_url": "https://github.com/wandb/wandb-workspaces",
"versions_count": 35,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 335812,
"first_published_at": "2024-06-03T14:04:55.717108Z",
"latest_published_at": "2026-08-04T14:23:12.608464Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 3,
"stars": 28,
"watchers": 5,
"fork_history": {
"days": [
{
"date": "2024-06-24",
"count": 1
},
{
"date": "2025-12-11",
"count": 1
},
{
"date": "2026-02-13",
"count": 1
}
],
"complete": true,
"collected": 3,
"total_forks": 3
},
"star_history": null,
"open_issues_and_prs": 13
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"wandb_workspaces/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 179859,
"source_files_sampled": 56,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "gitpython",
"direct": false,
"version": "3.1.45",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-2f96-g7mh-g2hx",
"GHSA-3f7w-8rr8-f37f",
"GHSA-3rp5-jjmw-4wv2",
"GHSA-539m-9xh6-q6rr",
"GHSA-6p8h-3wgx-97gf",
"GHSA-7545-fcxq-7j24",
"GHSA-94p4-4cq8-9g67",
"GHSA-956x-8gvw-wg5v",
"GHSA-fjr4-x663-mwxc",
"GHSA-mv93-w799-cj2w"
],
"fixed_version": "3.1.57",
"advisory_count": 20,
"oldest_advisory_days": 100
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 96
},
{
"name": "click",
"direct": false,
"version": "8.3.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 96
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-mf9v-mfxr-j63j",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-142"
],
"fixed_version": "2.7.0",
"advisory_count": 4,
"oldest_advisory_days": 84
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.3,
"advisory_ids": [
"GHSA-qmgc-5h2g-mvrw",
"GHSA-w853-jp5j-5j7f",
"PYSEC-2026-1374",
"PYSEC-2026-1375"
],
"fixed_version": "3.20.3",
"advisory_count": 4,
"oldest_advisory_days": 230
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 76
},
{
"name": "pytest",
"direct": false,
"version": "8.3.5",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.8,
"advisory_ids": [
"GHSA-6w46-j5rx-g56g",
"PYSEC-2026-1845"
],
"fixed_version": "9.0.3",
"advisory_count": 2,
"oldest_advisory_days": 194
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.5,
"advisory_ids": [
"GHSA-gc5v-m9x4-r6x2",
"PYSEC-2026-2275"
],
"fixed_version": "2.33.0",
"advisory_count": 2,
"oldest_advisory_days": 131
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"high": 3,
"critical": 1,
"moderate": 4
},
"advisory_count": 36,
"affected_count": 8,
"assessed_count": 54,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7"
},
{
"name": "wandb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.13.7"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "pydantic",
"direct": true,
"version": "2.12.2",
"ecosystem": "pypi"
},
{
"name": "wandb",
"direct": true,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.10.5",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.0",
"ecosystem": "pypi"
},
{
"name": "codecov",
"direct": false,
"version": "2.1.13",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.10.7",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.11.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "eval-type-backport",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "faker",
"direct": false,
"version": "37.11.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.45",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.15",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.18.2",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "1.26.4",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "polyfactory",
"direct": false,
"version": "2.22.2",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.4",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.3.5",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.14.1",
"ecosystem": "pypi"
},
{
"name": "sentry-sdk",
"direct": false,
"version": "2.42.0",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.36.1",
"ecosystem": "pypi"
},
{
"name": "wandb-workspaces",
"direct": false,
"version": "0.4.5",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 54,
"direct_count": 2,
"indirect_count": 52
}
},
"maintainership": {
"issues": {
"open_prs": 7,
"merged_prs": 135,
"open_issues": 6,
"closed_ratio": 0.538,
"closed_issues": 7,
"closed_unmerged_prs": 34
},
"bus_factor": 3,
"bot_contributors": 2,
"top_contributors": [
{
"type": "User",
"login": "luisbergua",
"commits": 82,
"avatar_url": "https://avatars.githubusercontent.com/u/113048227?v=4"
},
{
"type": "User",
"login": "mbarrramsey",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/126013019?v=4"
},
{
"type": "User",
"login": "ngrayluna",
"commits": 33,
"avatar_url": "https://avatars.githubusercontent.com/u/15202580?v=4"
},
{
"type": "User",
"login": "acasey-wandb",
"commits": 29,
"avatar_url": "https://avatars.githubusercontent.com/u/234003793?v=4"
},
{
"type": "User",
"login": "andrewtruong",
"commits": 24,
"avatar_url": "https://avatars.githubusercontent.com/u/15385696?v=4"
},
{
"type": "User",
"login": "clocasto-wandb",
"commits": 23,
"avatar_url": "https://avatars.githubusercontent.com/u/233846217?v=4"
},
{
"type": "User",
"login": "willtryagain",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/41161981?v=4"
},
{
"type": "User",
"login": "connieelee",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/17016170?v=4"
},
{
"type": "User",
"login": "al-stev",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/83406107?v=4"
},
{
"type": "User",
"login": "dae-k",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/44410043?v=4"
}
],
"contributors_sampled": 22,
"top_contributor_share": 0.278
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"auto-release.yml",
"checks.yml",
"prepare-release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "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",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 5,
"reason": "dependency not pinned by hash detected -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "24 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "ed5390c1a70279dadeefb6365b89d3fb0ba894bb",
"ran_at": "2026-08-04T14:25:29Z",
"aggregate_score": 6.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"recent_prs": {
"merged_7d": 1,
"decided_7d": 2,
"merged_30d": 5,
"authors_30d": 4,
"decided_30d": 6,
"sample_size": 60,
"window_days": 30,
"sample_exhausted": false,
"authors_probed_30d": 4,
"newcomer_merged_30d": 4,
"bot_prs_excluded_30d": 4,
"newcomer_authors_30d": 3,
"newcomer_decided_30d": 5
},
"ci_last_run_at": "2026-08-04T14:22:59Z",
"oldest_open_prs": [
{
"number": 12,
"created_at": "2024-06-17T17:39:13Z",
"last_comment_at": "2024-06-25T19:35:11Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 20,
"created_at": "2024-06-21T03:24:50Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 30,
"created_at": "2024-07-17T21:45:25Z",
"last_comment_at": "2024-07-18T14:51:02Z",
"last_comment_author": "sephmard"
},
{
"number": 162,
"created_at": "2026-05-19T22:52:34Z",
"last_comment_at": "2026-05-19T22:54:32Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 166,
"created_at": "2026-05-27T07:24:40Z",
"last_comment_at": "2026-05-27T07:25:44Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 167,
"created_at": "2026-05-27T07:24:47Z",
"last_comment_at": "2026-05-27T07:25:38Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 186,
"created_at": "2026-07-24T18:16:55Z",
"last_comment_at": "2026-07-24T18:18:05Z",
"last_comment_author": "codecov-commenter"
}
],
"last_merged_pr_at": "2026-08-04T14:22:16Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 32,
"created_at": "2024-08-29T12:21:55Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 35,
"created_at": "2025-01-09T03:10:18Z",
"last_comment_at": "2025-01-10T10:24:18Z",
"last_comment_author": "luisbergua"
},
{
"number": 46,
"created_at": "2025-03-23T17:30:58Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 65,
"created_at": "2025-07-09T17:55:35Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 123,
"created_at": "2026-01-20T16:01:20Z",
"last_comment_at": "2026-02-24T18:33:58Z",
"last_comment_author": "acasey-wandb"
},
{
"number": 168,
"created_at": "2026-05-27T07:24:49Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/wandb/wandb-workspaces",
"host": "github.com",
"name": "wandb-workspaces",
"owner": "wandb"
},
"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": "The weighted overall 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 75,
"calibrated": 89,
"calibration": "2026-08-02"
}
}
],
"value": 89,
"inputs": {
"security": 69,
"vitality": 89,
"community": 62,
"governance": 79,
"calibration": "2026-08-02",
"engineering": 76,
"ai_readiness": 57,
"weighted_overall_raw": 75
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 89,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 88,
"inputs": {
"commits_last_year": 178,
"human_commit_share": 0.93,
"days_since_last_push": 0,
"active_weeks_last_year": 35
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "35/52 weeks with commits",
"points": 24.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 35
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "178 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 178
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 35,
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 15.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "35 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 35
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~15.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 15.4
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 62,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 29,
"inputs": {
"forks": 3,
"stars": 28,
"watchers": 5,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "28 stars",
"points": 23.2,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 28
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 5
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": 3,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [
"shields.io"
],
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"packages": [
"wandb-workspaces"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 335812
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "335,812 downloads/month across pypi",
"points": 73.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 335812,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 79,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"bus_factor": 3,
"contributors_sampled": 22,
"top_contributor_share": 0.278
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "3 contributor(s) cover half of all commits",
"points": 36,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 3
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 28% of commits",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 28
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "22 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 22
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"merged_prs": 135,
"open_issues": 6,
"closed_issues": 7,
"prs_merged_7d": 1,
"prs_decided_7d": 2,
"prs_merged_30d": 5,
"prs_decided_30d": 6,
"issue_closed_ratio": 0.538,
"closed_unmerged_prs": 34,
"first_time_authors_30d": 3,
"first_time_prs_merged_30d": 4,
"first_time_prs_decided_30d": 5
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "54% of issues closed",
"points": 22.6,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 54
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "135/169 decided PRs merged",
"points": 24,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 135,
"decided": 169
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "4/5 first-time contributors' PRs merged in 30d",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "newcomer_prs_merged",
"params": {
"days": 30,
"merged": 4,
"decided": 5
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1411,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "wandb",
"public_repos": 158,
"account_age_days": 3430
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,411 followers of wandb",
"points": 22.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1411,
"login": "wandb"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "158 public repos, account ~9 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 158
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"wandb-workspaces"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "35 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 35
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 76,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "exceptional",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 69,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "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": "7 out of 7 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": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "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 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 5",
"points": 2.5,
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "24 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 54 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 54
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 36,
"affected_packages": 8,
"assessed_packages": 54,
"unassessed_packages": 0,
"affected_by_severity": "critical 1, high 3, moderate 4",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 54,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.871,
"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": "81 of 93 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 81,
"sampled": 93
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"wandb_workspaces/py.typed"
],
"agent_commit_share": 0.04,
"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": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "wandb_workspaces/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "wandb_workspaces/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "4 of the last 100 commits agent-authored or agent-credited",
"points": 8,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 4,
"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 5",
"points": 5,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 179859,
"source_files_sampled": 56,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (wandb_workspaces/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "wandb_workspaces/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/56 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 56,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
"library": 12,
"notebook": 3
},
"primary": "library",
"evidence": [
{
"tier": "declared",
"label": "library",
"source": "pypi.classifier:Topic :: Software Development :: Libraries",
"weight": 6
},
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "structure",
"label": "notebook",
"source": "tree.notebook",
"weight": 3
}
],
"artifacts": [
{
"path": "pyproject.toml",
"labels": [
"library"
],
"ecosystem": "pypi"
}
],
"confidence": "high",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:wandb-workspaces@0.4.5; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-08-04T14:25:58.112282Z",
"schema_version": "0.30.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wandb/wandb-workspaces.svg",
"full_name": "wandb/wandb-workspaces",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}