公开记录良好
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 03:08 UTC
airbytehq / airbyte-python-cdk
The Python CDK empowers hundreds of Airbyte connectors, including low-code and no-code connectors.
airbytehq/airbyte-python-cdk 的健康指数为 100 分中的 79 分，处于「良好」区间。 其得分最高的类别是Vitality（94/100），最低的是AI Readiness（45/100）。 最近一次更新在 1 天前。 近期的大部分工作由 6 位贡献者完成。
79
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；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
79
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | airbyte-cdk | 7.23.6 | 2,791,870 | 1,223 | 1 天前 | airbyteconnector-development-kitcdk |
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？
94
开发活跃度
96优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 1 天前 |
| 31.8/36 | 提交节奏 — 52 周中有 46 周有提交 |
| 18/18 | 提交量 — 最近一年 169 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 169 |
| human_commit_share | — |
| days_since_last_push | 1 |
| active_weeks_last_year | 46 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 1 天前 |
| 27/27 | 发布节奏 — 约每 4.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 100 |
| latest_release_tag | v7.23.6 |
| releases_from_tags | 否 |
| days_since_latest_release | 1 |
| mean_days_between_releases | 4.3 |
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？
65
流行度与采用
39存在风险
评分方式
| 22.4/60 | 星标 — 25 个星标 |
| 13.9/25 | 复刻 — 48 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 48 |
| stars | 25 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70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（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 2,791,870 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 | airbyte-cdk |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,791,870 |
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？
82
维护者韧性（巴士系数）
91优秀
评分方式
| 48.6/54 | 巴士系数 — 6 位贡献者贡献了半数提交 |
| 19.2/22.5 | 提交分布 — 头号贡献者编写了 14% 的提交 |
| 13.5/13.5 | 贡献者广度 — 97 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 21 contributing companies or organizations |
所用输入
| bus_factor | 6 |
| contributors_sampled | 97 |
| top_contributor_share | 0.145 |
议题与 PR 响应能力
63中等
评分方式
| 21.9/46.8 | 议题解决 — 47% 的议题已关闭 |
| 26.2/38.3 | PR 接受 — 已裁定的 PR 中 556/811 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 556 |
| open_issues | 43 |
| closed_issues | 38 |
| issue_closed_ratio | 0.469 |
| closed_unmerged_prs | 255 |
所有权与托管责任
77良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 21.6/25 | 所有者影响力 — airbytehq 有 1,025 位关注者 |
| 25/25 | 既往记录 — 64 个公开仓库，账户约 6 年 |
所用输入
| followers | 1,025 |
| owner_type | Organization |
| is_verified | — |
| owner_login | airbytehq |
| public_repos | 64 |
| account_age_days | 2,378 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 1 天前 |
| 20/20 | 版本历史 — 1,223 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 | airbyte-cdk |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 1 |
工程质量
基础的工程与文档实践是否到位？
88
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 20 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — ruff.toml |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 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
80良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://airbytehq.github.io/airbyte-python-cdk/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | https://airbytehq.github.io/airbyte-python-cdk/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
58
安全态势
58中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 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 |
| 2.5/2.5 | Contributors — project has 21 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 0/5 | Security-Policy — security policy file not 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 — 111 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.8 |
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
45
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
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 — ruff.toml |
| 11/11 | 静态类型检查 — airbyte_cdk/py.typed, mypy.ini |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json, poetry.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | airbyte_cdk/py.typed, mypy.ini |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（airbyte_cdk/py.typed, mypy.ini） |
| 54.1/55 | 可控的文件大小 — 采样的 778 个源文件中有 13 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 231,890 |
| source_files_sampled | 778 |
| oversized_source_files | 13 |
机器可读接口
40存在风险
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — airbyte_cdk/manifest_server/openapi.yaml |
| 0/20 | MCP 服务器 |
| 0/40 | 可运行示例 |
所用输入
| example_dirs | — |
| has_mcp_signal | 否 |
| api_schema_files | airbyte_cdk/manifest_server/openapi.yaml |
关键数据
25GitHub 星标
97贡献者
169最近 12 个月提交数
1距最近推送天数
100发布版本数
6巴士系数（bus factor）
43开放议题
npm, PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 5.8 / 10
5.8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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 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 |
| 10 | Contributors | project has 21 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 0 | Security-Policy | security policy file not 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 | 111 existing vulnerabilities detected |
直接依赖 65
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| npm | prettier | ^3.3.3 | package.json |
| PyPI | airbyte-protocol-models-dataclasses | ^0.17.1 | pyproject.toml |
| PyPI | backoff | * | pyproject.toml |
| PyPI | boltons | ^25.0.0 | pyproject.toml |
| PyPI | cachetools | * | pyproject.toml |
| PyPI | click | ^8.1.8 | pyproject.toml |
| PyPI | dpath | ^2.1.6 | pyproject.toml |
| PyPI | dunamai | ^1.22.0 | pyproject.toml |
| PyPI | genson | 1.3.0 | pyproject.toml |
| PyPI | google-cloud-secret-manager | ^2.17.0 | pyproject.toml |
| PyPI | isodate | ~0.6.1 | pyproject.toml |
| PyPI | Jinja2 | ~3.1.2 | pyproject.toml |
| PyPI | jsonref | ^1 | pyproject.toml |
| PyPI | jsonschema | >=4.17.3,<5.0 | pyproject.toml |
| PyPI | packaging | * | pyproject.toml |
| PyPI | referencing | >=0.36.2 | pyproject.toml |
| PyPI | pandas | 2.2.3 | pyproject.toml |
| PyPI | pydantic | ^2.7 | pyproject.toml |
| PyPI | pyrate-limiter | ~3.1.0 | pyproject.toml |
| PyPI | python-dateutil | ^2.9.0 | pyproject.toml |
| PyPI | python-ulid | ^3.0.0 | pyproject.toml |
| PyPI | PyYAML | ^6.0.1 | pyproject.toml |
| PyPI | rapidfuzz | ^3.10.1 | pyproject.toml |
| PyPI | requests | * | pyproject.toml |
| PyPI | requests_cache | * | pyproject.toml |
| PyPI | rich | * | pyproject.toml |
| PyPI | rich-click | ^1.8.8 | pyproject.toml |
| PyPI | typing-extensions | * | pyproject.toml |
| PyPI | wcmatch | 10.0 | pyproject.toml |
| PyPI | avro | >=1.11.2,<1.13.0 | pyproject.toml |
| PyPI | cohere | >=4.21,<6.0.0 | pyproject.toml |
| PyPI | fastavro | >=1.11.0,<2.0.0 | pyproject.toml |
| PyPI | langchain_community | ^0.4 | pyproject.toml |
| PyPI | langchain_core | ^1.2.5 | pyproject.toml |
| PyPI | langchain_text_splitters | ^1.0.0 | pyproject.toml |
| PyPI | markdown | * | pyproject.toml |
| PyPI | openai | 0.27.9 | pyproject.toml |
| PyPI | pdf2image | 1.16.3 | pyproject.toml |
| PyPI | pdfminer.six | 20221105 | pyproject.toml |
| PyPI | pyarrow | ^19.0.0 | pyproject.toml |
| PyPI | pytesseract | 0.3.10 | pyproject.toml |
| PyPI | python-calamine | 0.2.3 | pyproject.toml |
| PyPI | openpyxl | ^3.1.0 | pyproject.toml |
| PyPI | python-snappy | 0.7.3 | pyproject.toml |
| PyPI | tiktoken | 0.8.0 | pyproject.toml |
| PyPI | nltk | 3.9.1 | pyproject.toml |
| PyPI | unstructured | 0.10.27 | pyproject.toml |
| PyPI | unstructured.pytesseract | >=0.3.12 | pyproject.toml |
| PyPI | pyjwt | ^2.8.0 | pyproject.toml |
| PyPI | cryptography | >=44.0.0,!=45.0.0,!=45.0.1 | pyproject.toml |
| PyPI | pytz | >=2024.2 | pyproject.toml |
| PyPI | pytest | ^7 | pyproject.toml |
| PyPI | orjson | ^3.10.7 | pyproject.toml |
| PyPI | ijson | ^3.3.0 | pyproject.toml |
| PyPI | serpyco-rs | ^1.10.2 | pyproject.toml |
| PyPI | sqlalchemy | ^2.0,!=2.0.36 | pyproject.toml |
| PyPI | fastapi | >=0.116.1 | pyproject.toml |
| PyPI | uvicorn | >=0.35.0 | pyproject.toml |
| PyPI | ddtrace | ^3 | pyproject.toml |
| PyPI | xmltodict | >=0.13,<0.15 | pyproject.toml |
| PyPI | anyascii | ^0.3.2 | pyproject.toml |
| PyPI | whenever | >=0.7.3,<0.9.0 | pyproject.toml |
| PyPI | setuptools | ^80.9.0 | pyproject.toml |
| PyPI | unidecode | ^1.3.8 | pyproject.toml |
| PyPI | dateparser | ^1.2.2 | pyproject.toml |
全部依赖 223
来自 GitHub 依赖图的完整解析依赖集合：65 个直接依赖与 158 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| npm | prettier | 3.3.3 | 直接 |
| PyPI | airbyte-protocol-models-dataclasses | 0.17.1 | 直接 |
| PyPI | anyascii | 0.3.2 | 直接 |
| PyPI | avro | 1.12.0 | 直接 |
| PyPI | backoff | 2.2.1 | 直接 |
| PyPI | boltons | 25.0.0 | 直接 |
| PyPI | cachetools | 5.5.1 | 直接 |
| PyPI | click | 8.1.8 | 直接 |
| PyPI | cohere | 5.16.1 | 直接 |
| PyPI | cryptography | 49.0.0 | 直接 |
| PyPI | dateparser | 1.2.2 | 直接 |
| PyPI | ddtrace | 3.16.0 | 直接 |
| PyPI | dpath | 2.2.0 | 直接 |
| PyPI | dunamai | 1.23.0 | 直接 |
| PyPI | fastapi | 0.116.1 | 直接 |
| PyPI | fastavro | 1.11.1 | 直接 |
| PyPI | genson | 1.3.0 | 直接 |
| PyPI | google-cloud-secret-manager | 2.23.3 | 直接 |
| PyPI | ijson | 3.5.0 | 直接 |
| PyPI | isodate | 0.6.1 | 直接 |
| PyPI | jinja2 | 3.1.6 | 直接 |
| PyPI | jsonref | 1.1.0 | 直接 |
| PyPI | jsonschema | 4.25.1 | 直接 |
| PyPI | langchain-community | 0.4 | 直接 |
| PyPI | langchain-core | 1.2.6 | 直接 |
| PyPI | langchain-text-splitters | 1.0.0 | 直接 |
| PyPI | markdown | 3.7 | 直接 |
| PyPI | nltk | 3.9.1 | 直接 |
| PyPI | openai | 0.27.9 | 直接 |
| PyPI | openpyxl | 3.1.5 | 直接 |
| PyPI | orjson | 3.10.15 | 直接 |
| PyPI | packaging | 23.2 | 直接 |
| PyPI | pandas | 2.2.3 | 直接 |
| PyPI | pdf2image | 1.16.3 | 直接 |
| PyPI | pdfminer-six | 20221105 | 直接 |
| PyPI | pyarrow | 19.0.1 | 直接 |
| PyPI | pydantic | 2.10.5 | 直接 |
| PyPI | pyjwt | 2.10.1 | 直接 |
| PyPI | pyrate-limiter | 3.1.1 | 直接 |
| PyPI | pytesseract | 0.3.10 | 直接 |
| PyPI | pytest | 7.4.4 | 直接 |
| PyPI | python-calamine | 0.2.3 | 直接 |
| PyPI | python-dateutil | 2.9.0.post0 | 直接 |
| PyPI | python-snappy | 0.7.3 | 直接 |
| PyPI | python-ulid | 3.0.0 | 直接 |
| PyPI | pytz | 2026.2 | 直接 |
| PyPI | pyyaml | 6.0.2 | 直接 |
| PyPI | rapidfuzz | 3.11.0 | 直接 |
| PyPI | referencing | 0.36.2 | 直接 |
| PyPI | requests | 2.32.5 | 直接 |
| PyPI | requests-cache | 1.2.1 | 直接 |
| PyPI | rich | 13.9.4 | 直接 |
| PyPI | rich-click | 1.8.8 | 直接 |
| PyPI | serpyco-rs | 1.13.0 | 直接 |
| PyPI | setuptools | 80.9.0 | 直接 |
| PyPI | sqlalchemy | 2.0.37 | 直接 |
| PyPI | tiktoken | 0.8.0 | 直接 |
| PyPI | typing-extensions | 4.13.2 | 直接 |
| PyPI | unidecode | 1.4.0 | 直接 |
| PyPI | unstructured | 0.10.27 | 直接 |
| PyPI | unstructured-pytesseract | 0.3.13 | 直接 |
| PyPI | uvicorn | 0.35.0 | 直接 |
| PyPI | wcmatch | 10.0 | 直接 |
| PyPI | whenever | 0.8.8 | 直接 |
| PyPI | xmltodict | 0.14.2 | 直接 |
| PyPI | aiohappyeyeballs | 2.4.4 | 间接 |
| PyPI | aiohttp | 3.11.11 | 间接 |
| PyPI | aiosignal | 1.3.2 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.9.0 | 间接 |
| PyPI | async-timeout | 4.0.3 | 间接 |
| PyPI | asyncio | 3.4.3 | 间接 |
| PyPI | attributes-doc | 0.4.0 | 间接 |
| PyPI | attrs | 24.3.0 | 间接 |
| PyPI | beartype | 0.21.0 | 间接 |
| PyPI | beautifulsoup4 | 4.12.3 | 间接 |
| PyPI | bracex | 2.5.post1 | 间接 |
| PyPI | bytecode | 0.16.2 | 间接 |
| PyPI | cattrs | 25.2.0 | 间接 |
| PyPI | certifi | 2024.12.14 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | chardet | 5.2.0 | 间接 |
| PyPI | charset-normalizer | 3.4.1 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | contourpy | 1.3.1 | 间接 |
| PyPI | coverage | 7.6.10 | 间接 |
| PyPI | cramjam | 2.9.1 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dagger-io | 0.19.0 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | deptry | 0.23.0 | 间接 |
| PyPI | emoji | 2.14.1 | 间接 |
| PyPI | envier | 0.6.1 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | filetype | 1.2.0 | 间接 |
| PyPI | flake8 | 6.1.0 | 间接 |
| PyPI | fonttools | 4.55.4 | 间接 |
| PyPI | freezegun | 1.5.1 | 间接 |
| PyPI | frozenlist | 1.5.0 | 间接 |
| PyPI | fsspec | 2025.7.0 | 间接 |
| PyPI | google-api-core | 2.24.2 | 间接 |
| PyPI | google-auth | 2.39.0 | 间接 |
| PyPI | googleapis-common-protos | 1.70.0 | 间接 |
| PyPI | gql | 4.0.0 | 间接 |
| PyPI | graphql-core | 3.2.6 | 间接 |
| PyPI | greenlet | 3.1.1 | 间接 |
| PyPI | grpc-google-iam-v1 | 0.14.2 | 间接 |
| PyPI | grpcio | 1.71.0 | 间接 |
| PyPI | grpcio-status | 1.62.3 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.1.5 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.0 | 间接 |
| PyPI | huggingface-hub | 0.34.3 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | importlib-metadata | 8.7.0 | 间接 |
| PyPI | iniconfig | 2.0.0 | 间接 |
| PyPI | joblib | 1.4.2 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpointer | 3.0.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | kiwisolver | 1.4.8 | 间接 |
| PyPI | langchain-classic | 1.0.0 | 间接 |
| PyPI | langdetect | 1.0.9 | 间接 |
| PyPI | langsmith | 0.4.37 | 间接 |
| PyPI | legacy-cgi | 2.6.3 | 间接 |
| PyPI | linkify-it-py | 2.0.3 | 间接 |
| PyPI | lxml | 5.3.0 | 间接 |
| PyPI | markdown-it-py | 3.0.0 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | marshmallow | 3.25.1 | 间接 |
| PyPI | matplotlib | 3.10.0 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdit-py-plugins | 0.4.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | memray | 1.15.0 | 间接 |
| PyPI | multidict | 6.1.0 | 间接 |
| PyPI | mypy | 1.14.1 | 间接 |
| PyPI | mypy-extensions | 1.0.0 | 间接 |
| PyPI | numpy | 1.26.4 | 间接 |
| PyPI | opentelemetry-api | 1.36.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.36.0 | 间接 |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.36.0 | 间接 |
| PyPI | opentelemetry-instrumentation | 0.57b0 | 间接 |
| PyPI | opentelemetry-instrumentation-logging | 0.57b0 | 间接 |
| PyPI | opentelemetry-proto | 1.36.0 | 间接 |
| PyPI | opentelemetry-sdk | 1.36.0 | 间接 |
| PyPI | opentelemetry-semantic-conventions | 0.57b0 | 间接 |
| PyPI | pandas-stubs | 2.2.3.241126 | 间接 |
| PyPI | pastel | 0.2.1 | 间接 |
| PyPI | pdoc | 15.0.1 | 间接 |
| PyPI | pillow | 11.1.0 | 间接 |
| PyPI | platformdirs | 4.3.6 | 间接 |
| PyPI | plotly | 5.24.1 | 间接 |
| PyPI | pluggy | 1.5.0 | 间接 |
| PyPI | poethepoet | 0.24.4 | 间接 |
| PyPI | propcache | 0.2.1 | 间接 |
| PyPI | proto-plus | 1.26.1 | 间接 |
| PyPI | protobuf | 5.29.4 | 间接 |
| PyPI | pyasn1 | 0.6.1 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycodestyle | 2.11.1 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pydantic-core | 2.27.2 | 间接 |
| PyPI | pydantic-settings | 2.11.0 | 间接 |
| PyPI | pyflakes | 3.1.0 | 间接 |
| PyPI | pygments | 2.19.1 | 间接 |
| PyPI | pympler | 1.1 | 间接 |
| PyPI | pyparsing | 3.2.1 | 间接 |
| PyPI | pyproject-flake8 | 6.1.0 | 间接 |
| PyPI | pytest-cov | 6.0.0 | 间接 |
| PyPI | pytest-httpserver | 1.1.1 | 间接 |
| PyPI | pytest-memray | 1.7.0 | 间接 |
| PyPI | pytest-mock | 3.14.0 | 间接 |
| PyPI | python-docx | 1.1.2 | 间接 |
| PyPI | python-dotenv | 1.1.1 | 间接 |
| PyPI | python-iso639 | 2024.10.22 | 间接 |
| PyPI | python-magic | 0.4.27 | 间接 |
| PyPI | python-pptx | 0.6.21 | 间接 |
| PyPI | pywin32 | 308 | 间接 |
| PyPI | regex | 2024.11.6 | 间接 |
| PyPI | requests-mock | 1.12.1 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | requirements-parser | 0.11.0 | 间接 |
| PyPI | rpds-py | 0.27.1 | 间接 |
| PyPI | rsa | 4.9.1 | 间接 |
| PyPI | ruff | 0.11.5 | 间接 |
| PyPI | scikit-learn | 1.6.1 | 间接 |
| PyPI | scipy | 1.15.1 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | soupsieve | 2.6 | 间接 |
| PyPI | starlette | 0.47.3 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tenacity | 8.5.0 | 间接 |
| PyPI | textual | 1.0.0 | 间接 |
| PyPI | threadpoolctl | 3.5.0 | 间接 |
| PyPI | tokenizers | 0.21.4 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tqdm | 4.67.1 | 间接 |
| PyPI | types-cachetools | 5.5.0.20240820 | 间接 |
| PyPI | types-python-dateutil | 2.9.0.20241206 | 间接 |
| PyPI | types-pytz | 2024.2.0.20241221 | 间接 |
| PyPI | types-pyyaml | 6.0.12.20241230 | 间接 |
| PyPI | types-requests | 2.32.0.20241016 | 间接 |
| PyPI | types-setuptools | 75.8.2.20250305 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2025.1 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | uc-micro-py | 1.0.3 | 间接 |
| PyPI | url-normalize | 1.4.3 | 间接 |
| PyPI | urllib3 | 2.3.0 | 间接 |
| PyPI | uuid-utils | 0.13.0 | 间接 |
| PyPI | werkzeug | 3.1.3 | 间接 |
| PyPI | wrapt | 1.17.3 | 间接 |
| PyPI | xlsxwriter | 3.2.0 | 间接 |
| PyPI | yarl | 1.18.3 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
原始 JSON 报告 机器可读
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"size_kb": 18605,
"has_wiki": false,
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"registry_url": "https://pypi.org/project/airbyte-cdk/",
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{
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{
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{
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{
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{
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"manifest": "pyproject.toml",
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{
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{
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{
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{
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{
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"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^7"
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{
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"manifest": "pyproject.toml",
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{
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{
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{
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{
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{
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"manifest": "pyproject.toml",
"ecosystem": "pypi",
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{
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"manifest": "pyproject.toml",
"ecosystem": "pypi",
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{
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{
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{
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},
{
"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": 0,
"status": "missed",
"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": 100,
"inputs": {
"packages": [
"airbyte-cdk"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2791870
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,791,870 downloads/month across pypi",
"points": 80,
"status": "met",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2791870,
"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": 82,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "excellent",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"bus_factor": 6,
"contributors_sampled": 97,
"top_contributor_share": 0.145
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "6 contributor(s) cover half of all commits",
"points": 48.6,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 6
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 14% of commits",
"points": 19.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 14
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "97 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 97
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 21 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 63,
"inputs": {
"merged_prs": 556,
"open_issues": 43,
"closed_issues": 38,
"issue_closed_ratio": 0.469,
"closed_unmerged_prs": 255
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "47% of issues closed",
"points": 21.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 47
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "556/811 decided PRs merged",
"points": 26.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 556,
"decided": 811
}
}
],
"max_points": 38.25
},
{
"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": 77,
"inputs": {
"followers": 1025,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "airbytehq",
"public_repos": 64,
"account_age_days": 2378
},
"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": "1,025 followers of airbytehq",
"points": 21.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1025,
"login": "airbytehq"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "64 public repos, account ~6 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 64
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"airbyte-cdk"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1
},
"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"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "1223 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 1223
}
}
],
"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": "excellent",
"name": "Engineering Quality",
"value": 88,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"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": "20 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 20
}
}
],
"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": "ruff.toml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "ruff.toml"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": "https://airbytehq.github.io/airbyte-python-cdk/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://airbytehq.github.io/airbyte-python-cdk/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.8
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 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 21 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "26 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "111 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 66,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json",
"poetry.lock"
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"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
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"typecheck_configs": [
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"mypy.ini"
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "ruff.toml",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
"files": "ruff.toml"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "airbyte_cdk/py.typed, mypy.ini",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
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"code": "file_list",
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"files": "Dockerfile, lockfile"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
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"code": "dependency_bot_config_only",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
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"largest_source_bytes": 231890,
"source_files_sampled": 778,
"oversized_source_files": 13
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"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"points": 27,
"status": "partial",
"details": [
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"code": "typecheck_config_language",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "13/778 source files over 60KB",
"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 778,
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}
],
"max_points": 55
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]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_mcp_signal": false,
"api_schema_files": [
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},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "airbyte_cdk/manifest_server/openapi.yaml",
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