公开记录优秀
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-17 06:23 UTC
aws-powertools / powertools-lambda-python
A developer toolkit to implement Serverless best practices and increase developer velocity.
aws-powertools/powertools-lambda-python 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Vitality（98/100），最低的是AI Readiness（61/100）。 最近一次更新在 3 天前。 近期的大部分工作由 2 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；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。
90
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 | aws_lambda_powertools | 3.31.1 | - | 528 | 3 天前 | aws-lambda-powertoolsawstracinglogginglambdapowertoolsfeature-flagsidempotencymiddleware |
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？
98
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 3 天前 |
| 32.5/36 | 提交节奏 — 52 周中有 47 周有提交 |
| 18/18 | 提交量 — 最近一年 847 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 | 847 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 47 |
发布纪律
100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 3 天前 |
| 27/27 | 发布节奏 — 约每 26.2 天发布一次 |
| 10/10 | OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
所用输入
| releases_count | 100 |
| latest_release_tag | v3.31.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 3 |
| mean_days_between_releases | 26.2 |
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？
90
流行度与采用
89优秀
评分方式
| 57/60 | 星标 — 3,271 个星标 |
| 22.4/25 | 复刻 — 482 个复刻 |
| 9.2/15 | 关注者 — 46 位关注者 |
所用输入
| forks | 482 |
| stars | 3,271 |
| watchers | 46 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT-0） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 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 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
77
维护者韧性（巴士系数）
62中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 12.8/22.5 | 提交分布 — 头号贡献者编写了 43% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.432 |
议题与 PR 响应能力
92优秀
评分方式
| 45.9/46.8 | 议题解决 — 98% 的议题已关闭 |
| 31.1/38.3 | PR 接受 — 已裁定的 PR 中 5,314/6,531 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 5,314 |
| open_issues | 28 |
| closed_issues | 1,526 |
| issue_closed_ratio | 0.982 |
| closed_unmerged_prs | 1,217 |
所有权与托管责任
62中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 17.8/25 | 所有者影响力 — aws-powertools 有 295 位关注者 |
| 13.9/25 | 既往记录 — 9 个公开仓库，账户约 3 年 |
所用输入
| followers | 295 |
| owner_type | Organization |
| is_verified | — |
| owner_login | aws-powertools |
| public_repos | 9 |
| account_age_days | 1,207 |
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 3 天前 |
| 20/20 | 版本历史 — 528 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 | aws_lambda_powertools |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 3 |
工程质量
基础的工程与文档实践是否到位？
92
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 29 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8, .pylintrc, ruff.toml, tox.ini |
| 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
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://docs.powertools.aws.dev/lambda/python/latest/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 5 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | aws, aws-lambda, lambda, python, serverless |
| has_wiki | 否 |
| homepage | https://docs.powertools.aws.dev/lambda/python/latest/ |
| 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？
93
安全态势
93优秀
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | 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 |
| 1.2/2.5 | CII-Best-Practices — badge detected: Passing |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is 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 |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 7.5/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 5.2/7.5 | Vulnerabilities — 3 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 9.3 |
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。
61
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
| 18/18 | 一条命令的引导启动 — Makefile, noxfile.py |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8, .pylintrc, ruff.toml, tox.ini |
| 11/11 | 静态类型检查 — aws_lambda_powertools/py.typed, mypy.ini, tests/e2e/utils/py.typed, tests/functional/py.typed |
| 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 |
| 6/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json, poetry.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile, noxfile.py |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | aws_lambda_powertools/py.typed, mypy.ini, tests/e2e/utils/py.typed, tests/functional/py.typed |
| 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
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（aws_lambda_powertools/py.typed, mypy.ini, tests/e2e/utils/py.typed, tests/functional/py.typed） |
| 54.7/55 | 可控的文件大小 — 采样的 1,314 个源文件中有 7 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 1,510,271 |
| source_files_sampled | 1,314 |
| oversized_source_files | 7 |
机器可读接口
80良好
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — examples/event_handler_graphql/src/advanced_batch_query.graphql, examples/event_handler_graphql/src/getting_started_schema.graphql, examples/event_handler_graphql/src/nested_mappings_schema.graphql, examples/kafka/consumer/schemas/user.proto, tests/e2e/event_handler_appsync/files/schema.graphql, tests/functional/kafka_consumer/_protobuf/confluent_protobuf.proto, tests/functional/kafka_consumer/_protobuf/user.proto, tests/functional/kafka_consumer/_protobuf/user_prof.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 | examples/event_handler_graphql/src/advanced_batch_query.graphql, examples/event_handler_graphql/src/getting_started_schema.graphql, examples/event_handler_graphql/src/nested_mappings_schema.graphql, examples/kafka/consumer/schemas/user.proto, tests/e2e/event_handler_appsync/files/schema.graphql, tests/functional/kafka_consumer/_protobuf/confluent_protobuf.proto, tests/functional/kafka_consumer/_protobuf/user.proto, tests/functional/kafka_consumer/_protobuf/user_prof.proto |
关键数据
3,271GitHub 星标
100贡献者
847最近 12 个月提交数
3距最近推送天数
100发布版本数
2巴士系数（bus factor）
28开放议题
npm, PyPI软件包生态系统数
数据采集警告
- Could not fetch pypi package 'aws-lambda-powertools-python-layer' from its registry
- Could not fetch npm package 'aws-lambda-powertools-python-e2e' from its registry
更多细节
OpenSSF Scorecard 9.3 / 10
9.3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 |
| 8 | 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 |
| 5 | CII-Best-Practices | badge detected: Passing |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is 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 |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 10 | Signed-Releases | 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 7 | Vulnerabilities | 3 existing vulnerabilities detected |
直接依赖 15
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | aws-cdk-lib | ^2.223.0 | layer_v3/pyproject.toml |
| PyPI | jmespath | ^1.0.1 | pyproject.toml |
| PyPI | typing-extensions | ^4.11.0 | pyproject.toml |
| PyPI | aws-xray-sdk | ^2.8.0 | pyproject.toml |
| PyPI | fastjsonschema | ^2.14.5 | pyproject.toml |
| PyPI | pydantic | ^2.4.0 | pyproject.toml |
| PyPI | pydantic-settings | ^2.6.1 | pyproject.toml |
| PyPI | boto3 | ^1.34.32 | pyproject.toml |
| PyPI | redis | >=4.4,<9.0 | pyproject.toml |
| PyPI | valkey-glide | >=1.3.5,<3.0 | pyproject.toml |
| PyPI | aws-encryption-sdk | >=4.0.5,<5.0.0 | pyproject.toml |
| PyPI | jsonpath-ng | ^1.6.0 | pyproject.toml |
| PyPI | datadog-lambda | >=8.114.0,<9.0.0 | pyproject.toml |
| PyPI | avro | ^1.12.0 | pyproject.toml |
| PyPI | protobuf | >=6.30.2,<8.0.0 | pyproject.toml |
全部依赖 229
来自 GitHub 依赖图的完整解析依赖集合：21 个直接依赖与 208 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 | avro | 1.12.1 | 直接 |
| PyPI | aws-cdk-lib | 2.223.0 | 直接 |
| PyPI | aws-cdk-lib | 2.260.0 | 直接 |
| PyPI | aws-encryption-sdk | — | 直接 |
| PyPI | aws-encryption-sdk | 4.0.5 | 直接 |
| PyPI | aws-xray-sdk | 2.15.0 | 直接 |
| PyPI | boto3 | 1.40.72 | 直接 |
| PyPI | boto3 | 1.42.67 | 直接 |
| PyPI | datadog-lambda | 8.121.0 | 直接 |
| PyPI | fastjsonschema | 2.21.2 | 直接 |
| PyPI | jmespath | 1.0.1 | 直接 |
| PyPI | jmespath | 1.1.0 | 直接 |
| PyPI | jsonpath-ng | 1.8.0 | 直接 |
| PyPI | protobuf | 7.35.1 | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | pydantic-settings | 2.14.2 | 直接 |
| PyPI | redis | 8.0.1 | 直接 |
| PyPI | typing-extensions | 4.14.0 | 直接 |
| PyPI | typing-extensions | 4.15.0 | 直接 |
| PyPI | valkey-glide | 2.4.1 | 直接 |
| Go | github.com/aws/aws-sdk-go-v2 | 1.30.5 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | 1.6.4 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/config | 1.27.33 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/credentials | 1.17.32 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/feature/ec2/imds | 1.16.13 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | 1.3.17 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | 2.6.17 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/ini | 1.8.1 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | 1.11.4 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | 1.11.19 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/lambda | 1.58.3 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/sso | 1.22.7 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/ssooidc | 1.26.7 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | 1.30.7 | 间接 |
| Go | github.com/aws/smithy-go | 1.20.4 | 间接 |
| Go | github.com/jmespath/go-jmespath | 0.4.0 | 间接 |
| Go | golang.org/x/exp | 0.0.0-20230321023759-10a507213a29 | 间接 |
| Go | golang.org/x/sync | 0.8.0 | 间接 |
| npm | aws-cdk | 2.1129.0 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.12.1 | 间接 |
| PyPI | argcomplete | 3.6.3 | 间接 |
| PyPI | ast-serialize | 0.5.0 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | aws-cdk-asset-awscli-v1 | 2.2.242 | 间接 |
| PyPI | aws-cdk-asset-awscli-v1 | 2.2.282 | 间接 |
| PyPI | aws-cdk-asset-node-proxy-agent-v6 | 2.1.0 | 间接 |
| PyPI | aws-cdk-asset-node-proxy-agent-v6 | 2.1.2 | 间接 |
| PyPI | aws-cdk-aws-apigatewayv2-alpha | 2.114.1a0 | 间接 |
| PyPI | aws-cdk-aws-apigatewayv2-authorizers-alpha | 2.114.1a0 | 间接 |
| PyPI | aws-cdk-aws-apigatewayv2-integrations-alpha | 2.114.1a0 | 间接 |
| PyPI | aws-cdk-aws-appsync-alpha | 2.59.0a0 | 间接 |
| PyPI | aws-cdk-aws-lambda-python-alpha | 2.259.0a0 | 间接 |
| PyPI | aws-cdk-cloud-assembly-schema | 48.18.0 | 间接 |
| PyPI | aws-cdk-cloud-assembly-schema | 54.2.0 | 间接 |
| PyPI | aws-lambda-powertools | — | 间接 |
| PyPI | aws-requests-auth | 0.4.3 | 间接 |
| PyPI | aws-sam-translator | 1.110.0 | 间接 |
| PyPI | babel | 2.17.0 | 间接 |
| PyPI | backports-asyncio-runner | 1.2.0 | 间接 |
| PyPI | backrefs | 5.9 | 间接 |
| PyPI | bandit | 1.9.4 | 间接 |
| PyPI | beautifulsoup4 | 4.13.4 | 间接 |
| PyPI | boto3-stubs | 1.43.36 | 间接 |
| PyPI | botocore | 1.40.72 | 间接 |
| PyPI | botocore | 1.42.67 | 间接 |
| PyPI | botocore-stubs | 1.42.41 | 间接 |
| PyPI | bytecode | 0.17.0 | 间接 |
| PyPI | cattrs | 25.3.0 | 间接 |
| PyPI | cdk-nag | 2.38.2 | 间接 |
| PyPI | cdklabs-generative-ai-cdk-constructs | 0.1.318 | 间接 |
| PyPI | certifi | 2025.6.15 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfn-lint | 1.48.1 | 间接 |
| PyPI | charset-normalizer | 3.4.2 | 间接 |
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| PyPI | urllib3 | 2.7.0 | 间接 |
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原始 JSON 报告 机器可读
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