公开记录良好
软件健康报告模式 0.27.0 · 指标 2.2.0 · 2026-08-01 07:56 UTC
snstac / pytak
PyTAK is a Python package for rapid Team Awareness Kit (TAK) integration.
snstac/pytak 的健康指数为 100 分中的 73 分，处于「良好」区间。 其得分最高的类别是Vitality（77/100），最低的是Security（44/100）。 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。
73
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。
73
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 64 经校准后在公布的指数量表上为 73（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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pytak | 7.4.0 | 32,028 | 64 | 0 天前 | cursor-on-targetcotataktakwintaktak-server |
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？
77
开发活跃度
68良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 7.6/36 | 提交节奏 — 52 周中有 11 周有提交 |
| 14.2/18 | 提交量 — 最近一年 37 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 37 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 52 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 9.5 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 | 52 |
| latest_release_tag | v7.4.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 9.5 |
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？
60
流行度与采用
60中等
评分方式
| 38.8/60 | 星标 — 248 个星标 |
| 15.1/25 | 复刻 — 65 个复刻 |
| 6.2/15 | 关注者 — 14 位关注者 |
所用输入
| forks | 65 |
| stars | 248 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50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（Apache-2.0） |
| 0/18 | 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 |
| readme_badges | — |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 否 |
生态采用（下载量）
75良好
评分方式
| 60.1/80 | 月度下载量 — pypi 合计每月 32,028 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 | pytak |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 32,028 |
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？
60
维护者韧性（巴士系数）
26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 |
| 0.9/22.5 | 提交分布 — 头号贡献者编写了 96% 的提交 |
| 13.5/13.5 | 贡献者广度 — 10 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 10 |
| top_contributor_share | 0.959 |
议题与 PR 响应能力
65良好
评分方式
| 30.7/42 | 议题解决 — 73% 的议题已关闭 |
| 25.7/30 | PR 接受 — 已裁定的 PR 中 30/35 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 30 |
| open_issues | 20 |
| closed_issues | 54 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.73 |
| closed_unmerged_prs | 5 |
| 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
64中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 13.9/25 | 所有者影响力 — snstac 有 84 位关注者 |
| 19.6/25 | 既往记录 — 92 个公开仓库，账户约 3 年 |
所用输入
| followers | 84 |
| owner_type | Organization |
| is_verified | — |
| owner_login | snstac |
| public_repos | 92 |
| account_age_days | 1,210 |
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 — 64 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 | pytak |
| 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？
74
工程实践
64中等
评分方式
| 24/24 | CI 工作流 — 1 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 |
| 16/20 | OpenSSF Scorecard：CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
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://pytak.readthedocs.io/en/stable/ |
| 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 | atak, cot, cursor-on-target, python, tak |
| has_wiki | 否 |
| homepage | https://pytak.readthedocs.io/en/stable/ |
| 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？
44
安全态势
44薄弱
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2/2.5 | CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 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 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.4 |
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。
56
AI 代理上下文与指引
60中等
评分方式
| 45/45 | 代理指令 — CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 15.5/40 | 可读的提交历史 — 100 次人类提交中有 29 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 | 0.29 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 7,355 |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, docs/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile |
| 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 |
| 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 | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.14 |
| 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 48 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 42,754 |
| source_files_sampled | 48 |
| oversized_source_files | 0 |
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
248GitHub 星标
10贡献者
37最近 12 个月提交数
0距最近推送天数
52发布版本数
1巴士系数（bus factor）
20开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:pytak@7.4.0; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 0 ★ / 65 ⇿
0Star
65Fork
50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 3次版本 11修订 26
每个点涵盖 5 天。
OpenSSF Scorecard 4.4 / 10
4.4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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 8 | CI-Tests | 7 out of 8 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 10 | Maintained | 30 commit(s) and 3 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 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 33
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 33 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 | aiohttp | — | 间接 |
| PyPI | aiomqtt | — | 间接 |
| PyPI | black | — | 间接 |
| PyPI | click | — | 间接 |
| PyPI | cryptography | — | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | ghp-import | — | 间接 |
| PyPI | griffe | — | 间接 |
| PyPI | importlib-metadata | — | 间接 |
| PyPI | jinja2 | — | 间接 |
| PyPI | markdown | — | 间接 |
| PyPI | markdown-include | — | 间接 |
| PyPI | markupsafe | — | 间接 |
| PyPI | mergedeep | — | 间接 |
| PyPI | mkdocs | — | 间接 |
| PyPI | mkdocs-autorefs | — | 间接 |
| PyPI | mkdocs-include-markdown-plugin | — | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocstrings | — | 间接 |
| PyPI | mkdocstrings-python | — | 间接 |
| PyPI | packaging | — | 间接 |
| PyPI | pylint | — | 间接 |
| PyPI | pymdown-extensions | — | 间接 |
| PyPI | pyparsing | — | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | python-dateutil | — | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | pyyaml-env-tag | — | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | six | — | 间接 |
| PyPI | takproto | — | 间接 |
| PyPI | zipp | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"atak",
"cot",
"cursor-on-target",
"python",
"tak"
],
"is_fork": false,
"size_kb": 4480,
"has_wiki": false,
"homepage": "https://pytak.readthedocs.io/en/stable/",
"languages": {
"Shell": 117,
"Python": 382296,
"Makefile": 3892
},
"pushed_at": "2026-08-01T07:47:25Z",
"created_at": "2020-10-26T22:09:18Z",
"owner_type": "Organization",
"updated_at": "2026-08-01T07:39:26Z",
"description": "PyTAK is a Python package for rapid Team Awareness Kit (TAK) integration.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://www.snstac.com",
"name": "Sensors & Signals LLC",
"type": "Organization",
"login": "snstac",
"company": null,
"location": "United States of America",
"followers": 84,
"avatar_url": "https://avatars.githubusercontent.com/u/130264156?v=4",
"created_at": "2023-04-09T02:38:37Z",
"is_verified": null,
"public_repos": 92,
"account_age_days": 1210
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v7.4.0",
"kind": "minor",
"published_at": "2026-08-01T07:51:23Z"
},
{
"tag": "v7.3.14",
"kind": "patch",
"published_at": "2026-07-30T19:18:44Z"
},
{
"tag": "v7.3.13",
"kind": "patch",
"published_at": "2026-07-14T19:02:10Z"
},
{
"tag": "v7.3.12",
"kind": "patch",
"published_at": "2026-06-19T06:29:04Z"
},
{
"tag": "v7.3.11",
"kind": "patch",
"published_at": "2026-06-08T14:55:57Z"
},
{
"tag": "v7.3.10",
"kind": "patch",
"published_at": "2026-05-28T17:52:55Z"
},
{
"tag": "v7.3.9",
"kind": "patch",
"published_at": "2026-05-24T22:22:17Z"
},
{
"tag": "v7.3.8",
"kind": "patch",
"published_at": "2026-05-12T16:12:25Z"
},
{
"tag": "v7.3.7",
"kind": "patch",
"published_at": "2026-05-07T18:26:36Z"
},
{
"tag": "v7.3.6",
"kind": "patch",
"published_at": "2026-05-07T18:03:51Z"
},
{
"tag": "v7.3.1-beta4",
"kind": "prerelease",
"published_at": "2026-05-07T05:33:26Z"
},
{
"tag": "v7.3.1-beta2",
"kind": "prerelease",
"published_at": "2026-05-01T07:40:16Z"
},
{
"tag": "v7.3.1-beta1",
"kind": "prerelease",
"published_at": "2026-05-01T06:22:07Z"
},
{
"tag": "v7.3.0",
"kind": "minor",
"published_at": "2026-03-26T07:33:17Z"
},
{
"tag": "v7.2.1",
"kind": "patch",
"published_at": "2026-01-11T10:21:02Z"
},
{
"tag": "v7.1.0-beta10",
"kind": "prerelease",
"published_at": "2025-02-04T00:31:56Z"
},
{
"tag": "v7.1.0-beta9",
"kind": "prerelease",
"published_at": "2025-02-04T00:23:10Z"
},
{
"tag": "v7.1.0-beta7",
"kind": "prerelease",
"published_at": "2025-02-04T00:11:18Z"
},
{
"tag": "v7.1.0-beta6",
"kind": "prerelease",
"published_at": "2025-02-03T23:51:28Z"
},
{
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