公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-08-01 11:14 UTC
SonAIengine / graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
SonAIengine/graph-tool-call 的健康指数为 100 分中的 66 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（96/100），最低的是Security（39/100）。 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。
66
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。
66
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
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？
84
开发活跃度
73良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 9/36 | 提交节奏 — 52 周中有 13 周有提交 |
| 18/18 | 提交量 — 最近一年 454 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 | 454 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 13 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 14 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 11 天前 |
| 27/27 | 发布节奏 — 约每 14.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 14 |
| latest_release_tag | v0.28.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 11 |
| mean_days_between_releases | 14.6 |
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？
52
流行度与采用
13危急
评分方式
| 12.6/60 | 星标 — 7 个星标 |
| 0/25 | 复刻 — 2 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 2 |
| stars | 7 |
| watchers | 1 |
| 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 |
生态采用（下载量）
57中等
评分方式
| 45.6/80 | 月度下载量 — pypi 合计每月 2,636 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 | graph-tool-call |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,636 |
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？
53
维护者韧性（巴士系数）
14危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.5/22.5 | 提交分布 — 头号贡献者编写了 98% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.978 |
议题与 PR 响应能力
72良好
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 58/58 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 58 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。
所有权与托管责任
42存在风险
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 8.5/25 | 所有者影响力 — SonAIengine 有 14 位关注者 |
| 14.9/25 | 既往记录 — 25 个公开仓库，账户约 2 年 |
所用输入
| followers | 14 |
| owner_type | User |
| is_verified | — |
| owner_login | SonAIengine |
| public_repos | 25 |
| account_age_days | 841 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
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 0 天前 |
| 20/20 | 版本历史 — 45 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 | graph-tool-call |
| 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优秀
评分方式
| 24/24 | CI 工作流 — 4 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 — 12 out of 12 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优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://pypi.org/project/graph-tool-call/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 20 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | agent, ai, function-calling, llm, mcp, python, rag, token-optimization, tool-calling, tool-retrieval, langchain, openapi, agentic, anthropic, hybrid-search, mcp-server, openai, swagger, workflow-engine, zero-dependency |
| has_wiki | 是 |
| homepage | https://pypi.org/project/graph-tool-call/ |
| 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？
39
安全态势
39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 |
| 2.5/2.5 | CI-Tests — 12 out of 12 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 |
| 0/7.5 | Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 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 |
| 0/7.5 | Vulnerabilities — 51 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.9 |
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？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。
79
AI 代理上下文与指引
96优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md |
| 15/15 | 机器可读文档（llms.txt） — 存在 llms.txt |
| 35.7/40 | 可读的提交历史 — 100 次人类提交中有 67 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 是 |
| legible_history_share | 0.67 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 395 |
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 |
| 11/11 | 静态类型检查 — graph_tool_call/py.typed, website/tsconfig.json |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 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 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json, poetry.lock, uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | graph_tool_call/py.typed, website/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
80良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（graph_tool_call/py.typed, website/tsconfig.json） |
| 53.1/55 | 可控的文件大小 — 采样的 264 个源文件中有 9 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 126,795 |
| source_files_sampled | 264 |
| oversized_source_files | 9 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
7GitHub 星标
3贡献者
454最近 12 个月提交数
0距最近推送天数
14发布版本数
1巴士系数（bus factor）
0开放议题
npm, 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:graph-tool-call@0.35.0; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
3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 1
OpenSSF Scorecard 3.9 / 10
3.9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 | 12 out of 12 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 |
| 0 | Code-Review | Found 0/12 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 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 |
| 0 | Vulnerabilities | 51 existing vulnerabilities detected |
直接依赖 21
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | networkx | ^3.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | numpy | >=1.24.0 | pyproject.toml |
| PyPI | sentence-transformers | >=2.0.0 | pyproject.toml |
| PyPI | rapidfuzz | >=3.0.0 | pyproject.toml |
| PyPI | langchain-core | >=0.2.0 | pyproject.toml |
| PyPI | pyvis | >=0.3.0 | pyproject.toml |
| PyPI | ai-api-lint | >=0.1.0 | pyproject.toml |
| PyPI | dash | >=2.18.0 | pyproject.toml |
| PyPI | dash-cytoscape | >=1.0.2 | pyproject.toml |
| PyPI | mcp | >=1.0.0 | pyproject.toml |
| PyPI | kiwipiepy | >=0.17.0 | pyproject.toml |
| npm | @docusaurus/core | 3.10.2 | website/package.json |
| npm | @docusaurus/faster | 3.10.2 | website/package.json |
| npm | @docusaurus/preset-classic | 3.10.2 | website/package.json |
| npm | @easyops-cn/docusaurus-search-local | ^0.55.2 | website/package.json |
| npm | @mdx-js/react | ^3.0.0 | website/package.json |
| npm | clsx | ^2.0.0 | website/package.json |
| npm | prism-react-renderer | ^2.3.0 | website/package.json |
| npm | react | ^19.0.0 | website/package.json |
| npm | react-dom | ^19.0.0 | website/package.json |
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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"published_at": "2026-03-22T07:30:16Z"
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