软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 02:19 UTC

watts-dev / watts

Workflow and Template Toolkit for Simulation (WATTS)

PythonMIT★ 39 星标⑂ 25 复刻始于 2022年1月在 GitHub 上查看 ↗

#python #simulation #templates #nuclear-energy #mcnp #workflow-automation #openmc

watts-dev/watts 的健康指数为 100 分中的 58 分，处于「中等」区间。其得分最高的类别是Engineering Quality（72/100），最低的是AI Readiness（34/100）。最近一次更新在 2 天前。近期的大部分工作由 2 位贡献者完成。

总分 / 100

中等

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。

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

watts-dev组织

0 关注者1 个公开仓库始于 2022年1月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表	软件包	版本	月下载量	版本数	最近发布
PyPI	watts	0.5.2	-	7	468 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？

48存在风险 · 占总体的 22%

开发活跃度

45存在风险

评分方式

36/36	推送新近度 — 最近一次推送于 2 天前
1.4/36	提交节奏 — 52 周中有 2 周有提交
5.4/18	提交量 — 最近一年 3 次提交
2/10	OpenSSF Scorecard：Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2

所用输入

commits_last_year	3
human_commit_share	1
days_since_last_push	2
active_weeks_last_year	2

发布纪律

52中等

评分方式

27/27	有发布版本 — 已发布 7 个发布版本
7.2/36	发布时效 — 最近一次发布版本于 468 天前
12.6/27	发布节奏 — 约每 190.8 天发布一次
0/10	OpenSSF Scorecard：Signed-Releases — 无数据

所用输入

releases_count	7
latest_release_tag	v0.5.2
releases_from_tags	否
days_since_latest_release	468
mean_days_between_releases	190.8

已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

48存在风险 · 占总体的 18%

流行度与采用

40存在风险

评分方式

25.6/60	星标 — 39 个星标
11.5/25	复刻 — 25 个复刻
3.3/15	关注者 — 5 位关注者

所用输入

forks	25
stars	39
watchers	5
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

社区健康

57中等

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	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
has_contributing	否
has_issue_template	否
has_code_of_conduct	否
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？

65中等 · 占总体的 24%

维护者韧性（巴士系数）

61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
12.7/22.5	提交分布 — 头号贡献者编写了 44% 的提交
13.5/13.5	贡献者广度 — 10 位贡献者
10/10	OpenSSF Scorecard：Contributors — project has 10 contributing companies or organizations

所用输入

bus_factor	2
contributors_sampled	10
top_contributor_share	0.436

议题与 PR 响应能力

84良好

评分方式

32.3/46.8	议题解决 — 69% 的议题已关闭
36.6/38.3	PR 接受 — 已裁定的 PR 中 87/91 已合并
15/15	OpenSSF Scorecard：Code-Review — all changesets reviewed

所用输入

merged_prs	87
open_issues	9
closed_issues	20
issue_closed_ratio	0.69
closed_unmerged_prs	4

所有权与托管责任

41存在风险

评分方式

30/30	所有权背书 — 组织持有
0/20	已验证域名
0/25	所有者影响力 — watts-dev 有 0 位关注者
11.2/25	既往记录 — 1 个公开仓库，账户约 4 年

所用输入

followers	0
owner_type	Organization
is_verified	—
owner_login	watts-dev
public_repos	1
account_age_days	1,651

软件包维护

79良好

评分方式

25/25	已发布且可解析 — pypi 上有 1 个软件包
14/35	发布时效 — 最近一次发布于 468 天前
20/20	版本历史 — 7 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	watts
ecosystems	pypi
any_deprecated	否
min_days_since_publish	468

工程质量

基础的工程与文档实践是否到位？

72良好 · 占总体的 20%

工程实践

54中等

评分方式

24/24	CI 工作流 — 2 个工作流
24/24	存在测试
0/16	Linter 配置
0/9.6	Pre-commit 钩子
0/6.4	.editorconfig
6/20	OpenSSF Scorecard：CI-Tests — 2 out of 6 merged PRs checked by a CI test -- score normalized to 3

所用输入

has_ci	是
has_tests	是
has_editorconfig	否
has_linter_config	否
has_precommit_config	否

文档

100优秀

评分方式

30/30	README
25/25	文档目录
15/15	文档 / 主页站点 — https://watts.readthedocs.io
10/10	仓库描述
10/10	主题标签 — 7 个主题标签
10/10	Wiki

所用输入

topics	python, simulation, templates, nuclear-energy, mcnp, workflow-automation, openmc
has_wiki	是
homepage	https://watts.readthedocs.io
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中等 · 占总体的 16%

安全态势

47存在风险

评分方式

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — 无数据
0.8/2.5	CI-Tests — 2 out of 6 merged PRs checked by a CI test -- score normalized to 3
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 10 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	许可证 — license file detected
1.5/7.5	Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
0/5	Packaging — 无数据
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	15
scorecard_version	v5.5.0
checks_inconclusive	3
scorecard_aggregate	4.7

已排除计分（无数据或不适用）：branch_protection, packaging, signed_releases。其余权重已重新归一化。

依赖安全公告

100优秀

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
25/25	间接依赖不含已知公告 — 没有间接依赖携带已知公告
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	0
affected_packages	0
assessed_packages	17
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

已排除计分（无数据或不适用）：没有长期未处理的公告。其余权重已重新归一化。比对的是 pypi:watts@0.5.2 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 17 个软件包。未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

34存在风险 · 占总体的 0%

AI 代理上下文与指引

14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）
13.9/40	可读的提交历史 — 100 次人类提交中有 26 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	0.26
agent_instruction_files	—
agent_instruction_max_bytes	—

验证循环（构建 / 测试 / 类型检查）

40存在风险

评分方式

18/18	一条命令的引导启动 — doc/Makefile
22/22	自动化测试
0/11	Lint / 格式化配置
0/11	静态类型检查
0/10	可复现环境
0/10	已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8	自动化维护 — 未观察到自动依赖更新
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	doc/Makefile
has_devcontainer	否
has_linter_config	否
typecheck_configs	—
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0

面向模型的代码可读性

55中等

评分方式

0/45	可类型检查的代码 — Python，未配置类型检查
55/55	可控的文件大小 — 采样的 65 个源文件中有 0 个超过 60KB

所用输入

primary_language	Python
largest_source_bytes	15,693
source_files_sampled	65
oversized_source_files	0

机器可读接口

40存在风险

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

39GitHub 星标

10贡献者

3最近 12 个月提交数

2距最近推送天数

7发布版本数

2巴士系数（bus factor）

9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

更多细节

Star 与 Fork 历史 0 ★ / 25 ⇿

0Star

25Fork

7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 5修订 2

每个点涵盖 5 天。

OpenSSF Scorecard 4.7 / 10

4.7综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-27 02:18 UTC

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
3	CI-Tests	2 out of 6 merged PRs checked by a CI test -- score normalized to 3
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 10 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
2	Maintained	3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
不适用	Packaging	packaging workflow not 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 9

注册表	软件包	版本约束	清单文件
PyPI	Jinja2	`—`	pyproject.toml
PyPI	dill	`—`	pyproject.toml
PyPI	numpy	`—`	pyproject.toml
PyPI	pandas	`—`	pyproject.toml
PyPI	platformdirs	`—`	pyproject.toml
PyPI	prettytable	`—`	pyproject.toml
PyPI	astropy	`—`	pyproject.toml
PyPI	uncertainties	`—`	pyproject.toml
PyPI	click	`—`	pyproject.toml

全部依赖 9

来自 GitHub 依赖图的完整解析依赖集合：9 个直接依赖与 0 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	astropy	`—`	直接
PyPI	click	`—`	直接
PyPI	dill	`—`	直接
PyPI	jinja2	`—`	直接
PyPI	numpy	`—`	直接
PyPI	pandas	`—`	直接
PyPI	platformdirs	`—`	直接
PyPI	prettytable	`—`	直接
PyPI	uncertainties	`—`	直接

依赖安全公告 0

安装 pypi:watts@0.5.2 会引入 17 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

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": [
        "python",
        "simulation",
        "templates",
        "nuclear-energy",
        "mcnp",
        "workflow-automation",
        "openmc"
      ],
      "is_fork": false,
      "size_kb": 21519,
      "has_wiki": true,
      "homepage": "https://watts.readthedocs.io",
      "languages": {
        "Python": 148832
      },
      "pushed_at": "2026-07-24T16:57:02Z",
      "created_at": "2022-01-21T14:41:24Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T16:59:09Z",
      "description": "Workflow and Template Toolkit for Simulation (WATTS)",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "development",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "watts-dev",
      "company": null,
      "location": null,
      "followers": 0,
      "avatar_url": "https://avatars.githubusercontent.com/u/97905312?v=4",
      "created_at": "2022-01-17T16:37:45Z",
      "is_verified": null,
      "public_repos": 1,
      "account_age_days": 1651
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2025-04-14T16:37:33Z"
        },
        {
          "tag": "v0.5.1",
          "kind": "patch",
          "published_at": "2023-07-11T16:05:46Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2023-02-10T16:04:31Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2022-11-10T01:52:40Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2022-07-14T14:47:23Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2022-03-25T18:51:41Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2022-02-24T20:34:21Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c2f5b0d88eddfd115add0aa7f4ae129d99e7e9d5",
          "body": "fix(fileutils): drain pipe buffers after process exits",
          "is_bot": false,
          "headline": "Merge pull request #124 from steps-re/fix/run-drain-on-exit",
          "author_name": "Paul Romano",
          "author_login": "paulromano",
          "committed_at": "2026-07-24T16:57:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef52165d2620f3869905ad2c1caa18f614cf757a",
          "body": null,
          "is_bot": false,
          "headline": "Update CHANGELOG",
          "author_name": "Paul Romano",
          "author_login": "paulromano",
          "committed_at": "2026-07-24T15:40:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c07bfb12ecdf6030bd932e63aa8338979e3f376b",
          "body": "When run() breaks out of the read loop (p.poll() returns non-None),\nbytes that the subprocess wrote just before exiting may still be\nsitting in the kernel pipe buffer.  With O_NONBLOCK a single read()\ncall returns only what fits in one syscall, so a large burst of final\noutput (common in nuclear sim\n[…]\nly.\n\nAdd a regression test that emits 160 000 bytes of output—well past a\ntypical 64 KB pipe buffer—and asserts every byte is captured.\n\nCloses #49\n\nSigned-off-by: Mike German <mike@stepsventures.com>",
          "is_bot": false,
          "headline": "fix(fileutils): drain pipe buffers after process exits",
          "author_name": "Mike German",
          "author_login": "steps-re",
          "committed_at": "2026-07-08T13:01:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb2f79cc25ec4e13470842bd3decb3aec87cf88a",
          "body": "Update ACCERT output name",
          "is_bot": false,
          "headline": "Merge pull request #120 from JiaZhou-PU/accertupdate",
          "author_name": "Paul Romano",
          "author_login": "paulromano",
          "committed_at": "2025-06-26T11:56:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "430f30b6b625ca349594dc6435482e4d1b78210a",
          "body": null,
          "is_bot": false,
          "headline": "Simplify use of iterator",
          "author_name": "Paul Romano",
          "author_login": "paulromano",
          "committed_at": "2025-06-26T11:53:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e643157ab5aeb788be19e4687897c93bcb4f6dde",
          "body": null,
          "is_bot": false,
          "headline": "Update CHANGELOG.md",
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              },
              {
                "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
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 65,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 10,
              "top_contributor_share": 0.436
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "10 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "merged_prs": 87,
              "open_issues": 9,
              "closed_issues": 20,
              "issue_closed_ratio": 0.69,
              "closed_unmerged_prs": 4
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "69% of issues closed",
                "points": 32.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 69
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "87/91 decided PRs merged",
                "points": 36.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 87,
                      "decided": 91
                    }
                  }
                ],
                "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": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 41,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "watts-dev",
              "public_repos": 1,
              "account_age_days": 1651
            },
            "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": "0 followers of watts-dev",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "watts-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1 public repos, account ~4 yr old",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "packages": [
                "watts"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 468
            },
            "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 468 days ago",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 468
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "7 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "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": 72,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "2 out of 6 merged PRs checked by a CI test -- score normalized to 3",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "python",
                "simulation",
                "templates",
                "nuclear-energy",
                "mcnp",
                "workflow-automation",
                "openmc"
              ],
              "has_wiki": true,
              "homepage": "https://watts.readthedocs.io",
              "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://watts.readthedocs.io",
                "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": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "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": "2 out of 6 merged PRs checked by a CI test -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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 10 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:watts@0.5.2 runtime dependency closure — what installing the published package pulls in — 17 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:watts@0.5.2",
                  "assessed": 17
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 17,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 17,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "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": 34,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 14,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.26,
              "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": "26 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 13.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 26,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
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      }
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  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
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}

评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置：汇总统计 — PyPI.

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