公开记录优秀
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-08-01 09:32 UTC
vstorm-co / pydantic-ai-backend
File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.
vstorm-co/pydantic-ai-backend 的健康指数为 100 分中的 90 分，处于「优秀」区间。 其得分最高的类别是Engineering Quality（96/100），最低的是Security（58/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
90
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。
90
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 76 经校准后在公布的指数量表上为 90（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 | pydantic-ai-backend | 0.2.18 | 191,233 | 36 | 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？
90
开发活跃度
83优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 18.7/36 | 提交节奏 — 52 周中有 27 周有提交 |
| 18/18 | 提交量 — 最近一年 167 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 167 |
| human_commit_share | 0.92 |
| days_since_last_push | 0 |
| active_weeks_last_year | 27 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 38 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 7.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 38 |
| latest_release_tag | 0.2.18 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 7.6 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
68
流行度与采用
47薄弱
评分方式
| 33.5/60 | 星标 — 117 个星标 |
| 11.2/25 | 复刻 — 23 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 23 |
| stars | 117 |
| watchers | 4 |
| 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（MIT） |
| 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 | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
生态采用（下载量）
88优秀
评分方式
| 70.4/80 | 月度下载量 — pypi 合计每月 191,233 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 | pydantic-ai-backend |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 191,233 |
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？
66
维护者韧性（巴士系数）
34存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.3/22.5 | 提交分布 — 头号贡献者编写了 76% 的提交 |
| 13.5/13.5 | 贡献者广度 — 11 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 | 1 |
| contributors_sampled | 11 |
| top_contributor_share | 0.765 |
议题与 PR 响应能力
77良好
评分方式
| 37.3/42 | 议题解决 — 89% 的议题已关闭 |
| 28.2/30 | PR 接受 — 已裁定的 PR 中 62/66 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 4/23 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 62 |
| open_issues | 1 |
| closed_issues | 8 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.889 |
| closed_unmerged_prs | 4 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
68良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 15.6/25 | 所有者影响力 — vstorm-co 有 147 位关注者 |
| 22/25 | 既往记录 — 34 个公开仓库，账户约 5 年 |
所用输入
| followers | 147 |
| owner_type | Organization |
| is_verified | — |
| owner_login | vstorm-co |
| public_repos | 34 |
| account_age_days | 1,968 |
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 — 36 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 | pydantic-ai-backend |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
96
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 — 26 out of 26 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
100卓越
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://vstorm-co.github.io/pydantic-ai-backend/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 17 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | ai-agent-framework, aiagentframework, anthropic, backend, chatgpt, docker, framework, gemini, llms, mcp, multiagent, openai, pydantic, pydantic-ai, python, sandbox, vstorm |
| has_wiki | 是 |
| homepage | https://vstorm-co.github.io/pydantic-ai-backend/ |
| 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 |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 26 out of 26 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 |
| 0.8/7.5 | Code-Review — Found 4/23 approved changesets -- score normalized to 1 |
| 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 2 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 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.8 |
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。
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。
67
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 92 次人类提交中有 75 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 | 0.815 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 3,819 |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 14 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 8 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.14 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.08 |
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.7/55 | 可控的文件大小 — 采样的 84 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 130,628 |
| source_files_sampled | 84 |
| 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 |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
117GitHub 星标
11贡献者
167最近 12 个月提交数
0距最近推送天数
38发布版本数
1巴士系数（bus factor）
1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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:pydantic-ai-backend@0.2.18; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 23 ⇿
0Star
23Fork
35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 33
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 |
| 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 | 26 out of 26 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 |
| 1 | Code-Review | Found 4/23 approved changesets -- score normalized to 1 |
| 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 2 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 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 2
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | wcmatch | >=8.0 | pyproject.toml |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
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{
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"kind": "patch",
"published_at": "2026-03-28T03:45:35Z"
},
{
"tag": "0.2.0",
"kind": "minor",
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"body": "Split PDF/document handling out from the image path so the two content\nkinds stay clearly distinct and can evolve independently (e.g. OCR for\nimages, native document understanding or text-extraction fallbacks for\nPDF/DOCX).\n\n- Add a dedicated `document_support` flag and `max_document_bytes` limit\n \n[…]\nary_within_limit` for the not-found/empty and\n size-limit guards. read_file checks image_support then document_support\n in both edit_format variants.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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"body": "…event loop\n\nAll console toolset tools are async def but were calling synchronous\nBackendProtocol methods directly, blocking the event loop during file\nI/O and shell execution.\n\nWrap every sync backend call (ls_info, read, _read_bytes, write, edit,\nglob_info, grep_raw, execute) in asyncio.to_thread() so they run in a\nthread pool without blocking the async agent runtime.\n\nThis is a non-breaking change — the BackendProtocol stays synchronous,\nonly the toolset layer becomes properly async.",
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{
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{
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"notes": [
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"inputs": {
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{
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"notes": [],
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"inputs": {
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{
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"weight": 0.17,
"metrics": [
{
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"notes": [],
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"components": [
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"points": 33.5,
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],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
"detail": "23 forks",
"points": 11.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
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}
],
"max_points": 25
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{
"key": "watchers",
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"points": 2.7,
"status": "partial",
"details": [
{
"code": "watchers",
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
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"points": 18,
"status": "met",
"details": [],
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
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{
"key": "pr_template",
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"points": 6.3,
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"details": [],
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{
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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],
"value": 88,
"inputs": {
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"monthly_downloads": 191233
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"components": [
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"points": 70.4,
"status": "partial",
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"ecosystems": "pypi"
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}
],
"max_points": 80
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{
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"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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"max_points": 20
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}
],
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{
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"note": null,
"notes": [],
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"inputs": {
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"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
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{
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"status": "partial",
"details": [
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"code": "top_contributor_share",
"params": {
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}
],
"max_points": 22.5
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{
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"detail": "11 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
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"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"closed_issues": 8,
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"components": [
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"points": 37.3,
"status": "partial",
"details": [
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"code": "issues_closed_share",
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}
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"max_points": 42
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{
"key": "pr_acceptance",
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"detail": "62/66 decided PRs merged",
"points": 28.2,
"status": "partial",
"details": [
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"code": "decided_prs_merged",
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}
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"max_points": 30
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{
"key": "newcomer_pr_acceptance",
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"points": 0,
"status": "excluded",
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}
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{
"key": "openssf_scorecard_code_review",
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"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"owner_type": "Organization",
"is_verified": null,
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"account_age_days": 1968
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"components": [
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"details": [
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"code": "owner_organization",
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{
"key": "verified_domain",
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"points": 0,
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{
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{
"key": "track_record",
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"details": [
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{
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{
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{
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{
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"metrics": [
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"details": [
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{
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{
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{
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},
{
"key": "documentation",
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"notes": [],
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],
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},
{
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},
{
"key": "fuzzing",
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},
{
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},
{
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},
{
"key": "packaging",
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},
{
"key": "pinned_dependencies",
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"status": "missed",
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},
{
"key": "sast",
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"status": "missed",
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},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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],
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{
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"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:pydantic-ai-backend@0.2.18; advisories assessed against the repository dependency graph instead"
],
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