公开记录危急
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 02:10 UTC
chakki-works / seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
chakki-works/seqeval 的健康指数为 100 分中的 25 分，处于「危急」区间。 其得分最高的类别是Community & Adoption（81/100），最低的是Vitality（25/100）。 最近一次更新在 691 天前。 近期的大部分工作由 1 位贡献者完成。
25
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。
25
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。
高风险司法辖区政策对加权总体健康应用 50% 的乘数，并对其设置“存在风险”上限 49。
所有权
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？
25
开发活跃度
1危急
评分方式
| 0/36 | 推送新近度 — 最近一次推送于 691 天前 |
| 0/36 | 提交节奏 — 52 周中有 0 周有提交 |
| 0/18 | 提交量 — 最近一年 0 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 0 |
| human_commit_share | — |
| days_since_last_push | 691 |
| active_weeks_last_year | 0 |
发布纪律
60中等
评分方式
| 27/27 | 有发布版本 — 已发布 15 个发布版本 |
| 0/36 | 发布时效 — 最近一次发布版本于 2,096 天前 |
| 27/27 | 发布节奏 — 约每 2.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 15 |
| latest_release_tag | v1.2.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 2,096 |
| mean_days_between_releases | 2.6 |
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？
81
流行度与采用
72良好
评分方式
| 49.9/60 | 星标 — 1,185 个星标 |
| 17.6/25 | 复刻 — 130 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 130 |
| stars | 1,185 |
| watchers | 8 |
| 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） |
| 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？
52
维护者韧性（巴士系数）
35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 |
| 2.6/22.5 | 提交分布 — 头号贡献者编写了 88% 的提交 |
| 13.5/13.5 | 贡献者广度 — 10 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 10 |
| top_contributor_share | 0.883 |
议题与 PR 响应能力
62中等
评分方式
| 31.6/46.8 | 议题解决 — 68% 的议题已关闭 |
| 30.1/38.3 | PR 接受 — 已裁定的 PR 中 26/33 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 26 |
| open_issues | 22 |
| closed_issues | 46 |
| issue_closed_ratio | 0.676 |
| closed_unmerged_prs | 7 |
所有权与托管责任
63中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 11/25 | 所有者影响力 — chakki-works 有 33 位关注者 |
| 21.9/25 | 既往记录 — 22 个公开仓库，账户约 9 年 |
所用输入
| followers | 33 |
| owner_type | Organization |
| is_verified | — |
| owner_login | chakki-works |
| public_repos | 22 |
| account_age_days | 3,451 |
工程质量
基础的工程与文档实践是否到位？
62
工程实践
64中等
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 — .flake8 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
文档
60中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | sequence-labeling, natural-language-processing, deep-learning, machine-learning, python, sequence-labeling-evaluation, conlleval, named-entity-recognition |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
34
安全态势
18危急
司法辖区风险警示
检测到高风险司法辖区暴露
1 主要贡献者资料Russia安全与总体评级：最高为“有风险”
依据公开资料中自行填写的所在地。此治理信号不判定国籍、公民身份、意图、制裁状态或个人可信度。
了解司法辖区暴露的评估方式评分方式
| 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 |
| 0/2.5 | CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/13 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool detected but not run on all commits |
| 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 |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.7 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 18 |
| security_posture_before_jurisdiction | 37 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。 高风险司法辖区政策应用 50% 的乘数，并对安全态势设置“存在风险”上限 49。
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 |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 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 | 14 |
| affected_packages | 6 |
| assessed_packages | 22 |
| unassessed_packages | 2 |
| affected_by_severity | critical 1, high 2, moderate 2, unknown 1 |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 22 个已解析依赖与 OSV 比对。 有 2 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 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。
35
AI 代理上下文与指引
1危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 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 | Pipfile.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
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 12 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 29,083 |
| source_files_sampled | 12 |
| oversized_source_files | 0 |
关键数据
1,185GitHub 星标
10贡献者
0最近 12 个月提交数
691距最近推送天数
15发布版本数
1巴士系数（bus factor）
22开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 3.7 / 10
3.7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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/13 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool detected but not run on all commits |
| 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 |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
全部依赖 24
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 24 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 | attrs | 20.2.0 | 间接 |
| PyPI | autopep8 | 1.5.4 | 间接 |
| PyPI | coverage | 5.3 | 间接 |
| PyPI | flake8 | 3.8.4 | 间接 |
| PyPI | iniconfig | 1.0.1 | 间接 |
| PyPI | isort | 5.6.1 | 间接 |
| PyPI | joblib | 0.17.0 | 间接 |
| PyPI | mccabe | 0.6.1 | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | numpy | 1.19.2 | 间接 |
| PyPI | packaging | 20.4 | 间接 |
| PyPI | pluggy | 0.13.1 | 间接 |
| PyPI | py | 1.9.0 | 间接 |
| PyPI | pycodestyle | 2.6.0 | 间接 |
| PyPI | pyflakes | 2.2.0 | 间接 |
| PyPI | pyparsing | 2.4.7 | 间接 |
| PyPI | pytest | 6.1.1 | 间接 |
| PyPI | pytest-cov | 2.10.1 | 间接 |
| PyPI | scikit-learn | — | 间接 |
| PyPI | scikit-learn | 0.23.2 | 间接 |
| PyPI | scipy | 1.5.2 | 间接 |
| PyPI | six | 1.15.0 | 间接 |
| PyPI | threadpoolctl | 2.1.0 | 间接 |
| PyPI | toml | 0.10.1 | 间接 |
依赖安全公告 6
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 22 个包，其中也包含从不交付的开发与测试版本固定：6 个存在已知公告，0 个为直接依赖。 有 2 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| joblib | 0.17.0 | 间接 | 严重 | 2 | 1.2.0 |
| py | 1.9.0 | 间接 | 高 | 2 | 1.10.0 |
| scikit-learn | 0.23.2 | 间接 | 高 | 4 | 1.5.0 |
| numpy | 1.19.2 | 间接 | 中 | 2 | 1.22 |
| pytest | 6.1.1 | 间接 | 中 | 2 | 9.0.3 |
| scipy | 1.5.2 | 间接 | 未知 | 2 | 1.10.0 |
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": [
"sequence-labeling",
"natural-language-processing",
"deep-learning",
"machine-learning",
"python",
"sequence-labeling-evaluation",
"conlleval",
"named-entity-recognition"
],
"is_fork": false,
"size_kb": 184,
"has_wiki": true,
"homepage": null,
"languages": {
"Perl": 12490,
"Python": 102106
},
"pushed_at": "2024-08-28T11:35:51Z",
"created_at": "2018-02-15T00:02:36Z",
"owner_type": "Organization",
"updated_at": "2026-07-18T11:59:25Z",
"description": "A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python",
"Perl"
]
},
"owner": {
"blog": "https://medium.com/chakki",
"name": "chakki",
"type": "Organization",
"login": "chakki-works",
"company": null,
"location": "Tokyo, Japan",
"followers": 33,
"avatar_url": "https://avatars.githubusercontent.com/u/25578516?v=4",
"created_at": "2017-02-06T06:53:43Z",
"is_verified": null,
"public_repos": 22,
"account_age_days": 3451
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 15,
"commits_last_year": 0,
"latest_release_at": "2020-10-23T23:48:37Z",
"latest_release_tag": "v1.2.2",
"releases_from_tags": false,
"days_since_last_push": 691,
"active_weeks_last_year": 0,
"days_since_latest_release": 2096,
"mean_days_between_releases": 2.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 130,
"stars": 1185,
"watchers": 8,
"open_issues_and_prs": 34
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 29083,
"source_files_sampled": 12,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"Pipfile",
"setup.py"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "joblib",
"direct": false,
"version": "0.17.0",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-6hrg-qmvc-2xh8",
"PYSEC-2022-288"
],
"fixed_version": "1.2.0",
"advisory_count": 2,
"oldest_advisory_days": 1393
},
{
"name": "py",
"direct": false,
"version": "1.9.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-hj5v-574p-mj7c",
"PYSEC-2020-92"
],
"fixed_version": "1.10.0",
"advisory_count": 2,
"oldest_advisory_days": 2049
},
{
"name": "scikit-learn",
"direct": false,
"version": "0.23.2",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-jw8x-6495-233v",
"GHSA-jxfp-4rvq-9h9m",
"PYSEC-2020-108",
"PYSEC-2024-110"
],
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{
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"components": [
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{
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{
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{
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{
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{
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"status": "partial",
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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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{
"key": "openssf_scorecard_pinned_dependencies",
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{
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"notes": [],
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"components": [
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{
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