公开记录优秀
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-27 17:07 UTC
OpenByteInc / QuantDinger
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
OpenByteInc/QuantDinger 的健康指数为 100 分中的 87 分，处于「优秀」区间。 其得分最高的类别是Community & Adoption（94/100），最低的是AI Readiness（41/100）。 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。
87
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。
87
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 73 经校准后在公布的指数量表上为 87（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 | quantdinger-mcp指向其他仓库——不计分 | 0.4.0 | - | 4 | 9 天前 | mcpmodel-context-protocolquantdingerai-agenttradingbacktestquantcursorclaudecodexopenclawnanobot |
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？
90
开发活跃度
84优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 3 天前 |
| 20.1/36 | 提交节奏 — 52 周中有 29 周有提交 |
| 18/18 | 提交量 — 最近一年 459 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 | 459 |
| human_commit_share | 1 |
| days_since_last_push | 3 |
| active_weeks_last_year | 29 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 36 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 5 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 | 36 |
| latest_release_tag | v5.0.8 |
| releases_from_tags | 否 |
| days_since_latest_release | 5 |
| 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？
94
流行度与采用
95卓越
评分方式
| 60/60 | 星标 — 10,044 个星标 |
| 25/25 | 复刻 — 2,106 个复刻 |
| 9.9/15 | 关注者 — 62 位关注者 |
所用输入
| forks | 2,106 |
| stars | 10,044 |
| watchers | 62 |
| 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（Apache-2.0） |
| 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 |
| readme_badges | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| readme_badge_services | — |
| 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？
51
维护者韧性（巴士系数）
58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 |
| 13.4/22.5 | 提交分布 — 头号贡献者编写了 40% 的提交 |
| 13.5/13.5 | 贡献者广度 — 18 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 2 |
| contributors_sampled | 18 |
| top_contributor_share | 0.403 |
议题与 PR 响应能力
50中等
评分方式
| 29.4/42 | 议题解决 — 70% 的议题已关闭 |
| 13.7/30 | PR 接受 — 已裁定的 PR 中 31/68 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 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 31 |
| open_issues | 29 |
| closed_issues | 68 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.701 |
| closed_unmerged_prs | 37 |
| 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
43薄弱
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 7.8/25 | 所有者影响力 — OpenByteInc 有 11 位关注者 |
| 5.1/25 | 既往记录 — 4 个公开仓库，账户约 0 年 |
所用输入
| followers | 11 |
| owner_type | Organization |
| is_verified | — |
| owner_login | OpenByteInc |
| public_repos | 4 |
| account_age_days | 8 |
工程质量
基础的工程与文档实践是否到位？
72
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 4 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 |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
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://ai.quantdinger.com |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 20 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | quantitative-finance, quant, trade, python, fintech, agent, forex, alpaca, binance, backtesting, stocks, finance, crypto, exchange, saas, coinbase, strategy, mcp-server, ai, trading-toolkit |
| has_wiki | 否 |
| homepage | https://ai.quantdinger.com |
| 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？
67
安全态势
59中等
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 — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 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 |
| 5/5 | SAST — SAST tool detected: CodeQL |
| 2/5 | Security-Policy — security policy file 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.9 |
已排除计分（无数据或不适用）：ci_tests, signed_releases。 其余权重已重新归一化。
依赖安全公告
100卓越
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 | 29 |
| 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:quantdinger-mcp@0.4.0 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 29 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？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。
41
AI 代理上下文与指引
9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） |
| 9.1/40 | 可读的提交历史 — 100 次人类提交中有 17 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 | 0.17 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 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 |
| 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 |
| 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 |
| 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 | — |
| 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
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.9/55 | 可控的文件大小 — 采样的 577 个源文件中有 12 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 124,651 |
| source_files_sampled | 577 |
| oversized_source_files | 12 |
机器可读接口
100卓越
评分方式
| 40/40 | API 模式（OpenAPI/GraphQL/proto） — docs/api/openapi.yaml |
| 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 | docs/api/openapi.yaml |
关键数据
10,044GitHub 星标
18贡献者
459最近 12 个月提交数
3距最近推送天数
36发布版本数
2巴士系数（bus factor）
29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
- pypi package 'quantdinger-mcp' points at a different repository (https://github.com/brokermr810/QuantDinger); excluded from ecosystem scoring
更多细节
Star 与 Fork 历史 0 ★ / 2,106 ⇿
0Star
2,106Fork
36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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
主版本 0次版本 0修订 36
OpenSSF Scorecard 5.9 / 10
5.9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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 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 |
| 10 | SAST | SAST tool detected: CodeQL |
| 4 | Security-Policy | security policy file 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 2
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | mcp | >=1.28.1,<1.29 | mcp_server/pyproject.toml |
| PyPI | httpx | >=0.27.0,<0.29 | mcp_server/pyproject.toml |
全部依赖 43
来自 GitHub 依赖图的完整解析依赖集合：2 个直接依赖与 41 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 | httpx | — | 直接 |
| PyPI | mcp | — | 直接 |
| PyPI | akshare | — | 间接 |
| PyPI | alpaca-py | — | 间接 |
| PyPI | bandit | — | 间接 |
| PyPI | bcrypt | — | 间接 |
| PyPI | build | — | 间接 |
| PyPI | ccxt | — | 间接 |
| PyPI | celery | — | 间接 |
| PyPI | certifi | — | 间接 |
| PyPI | cryptography | — | 间接 |
| PyPI | exchange-calendars | — | 间接 |
| PyPI | finnhub-python | — | 间接 |
| PyPI | flask | 3.1.3 | 间接 |
| PyPI | flask-cors | 6.0.0 | 间接 |
| PyPI | flask-smorest | — | 间接 |
| PyPI | gunicorn | — | 间接 |
| PyPI | ib-insync | — | 间接 |
| PyPI | litellm | — | 间接 |
| PyPI | marshmallow | — | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | pip-audit | — | 间接 |
| PyPI | prometheus-client | — | 间接 |
| PyPI | psycopg2-binary | — | 间接 |
| PyPI | pyjwt | — | 间接 |
| PyPI | pyotp | — | 间接 |
| PyPI | pypdf | — | 间接 |
| PyPI | pysocks | — | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest-cov | — | 间接 |
| PyPI | pytest-timeout | — | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | qrcode | — | 间接 |
| PyPI | redis | — | 间接 |
| PyPI | reportlab | — | 间接 |
| PyPI | requests | — | 间接 |
| PyPI | ruff | — | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | ta-lib | 0.6.8 | 间接 |
| PyPI | twine | — | 间接 |
| PyPI | werkzeug | — | 间接 |
| PyPI | yfinance | — | 间接 |
依赖安全公告 0
安装 pypi:quantdinger-mcp@0.4.0 会引入 29 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": [
"quantitative-finance",
"quant",
"trade",
"python",
"fintech",
"agent",
"forex",
"alpaca",
"binance",
"backtesting",
"stocks",
"finance",
"crypto",
"exchange",
"saas",
"coinbase",
"strategy",
"mcp-server",
"ai",
"trading-toolkit"
],
"is_fork": false,
"size_kb": 64079,
"has_wiki": false,
"homepage": "https://ai.quantdinger.com",
"languages": {
"Shell": 21885,
"Python": 5609304,
"Dockerfile": 4558,
"PowerShell": 12281
},
"pushed_at": "2026-07-24T15:34:23Z",
"created_at": "2025-12-28T18:39:26Z",
"owner_type": "Organization",
"updated_at": "2026-07-27T16:44:00Z",
"description": "AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading",
"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.quantdinger.com",
"name": "Open Byte Inc",
"type": "Organization",
"login": "OpenByteInc",
"company": null,
"location": "United States of America",
"followers": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/306676008?v=4",
"created_at": "2026-07-19T04:42:43Z",
"is_verified": null,
"public_repos": 4,
"account_age_days": 8
},
"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": "v5.0.8",
"kind": "patch",
"published_at": "2026-07-22T03:53:45Z"
},
{
"tag": "v5.0.7",
"kind": "patch",
"published_at": "2026-07-21T17:48:32Z"
},
{
"tag": "v5.0.6",
"kind": "patch",
"published_at": "2026-07-21T10:27:31Z"
},
{
"tag": "v5.0.5",
"kind": "patch",
"published_at": "2026-07-19T18:58:24Z"
},
{
"tag": "v5.0.4",
"kind": "patch",
"published_at": "2026-07-19T13:13:37Z"
},
{
"tag": "v5.0.3",
"kind": "patch",
"published_at": "2026-07-19T05:48:47Z"
},
{
"tag": "v5.0.2",
"kind": "patch",
"published_at": "2026-07-19T05:07:24Z"
},
{
"tag": "v5.0.1",
"kind": "patch",
"published_at": "2026-07-18T10:44:25Z"
},
{
"tag": "v4.0.7",
"kind": "patch",
"published_at": "2026-07-01T13:25:37Z"
},
{
"tag": "v4.0.6",
"kind": "patch",
"published_at": "2026-06-28T20:52:36Z"
},
{
"tag": "v4.0.5",
"kind": "patch",
"published_at": "2026-06-28T20:31:19Z"
},
{
"tag": "v4.0.4",
"kind": "patch",
"published_at": "2026-06-28T20:05:41Z"
},
{
"tag": "v4.0.3",
"kind": "patch",
"published_at": "2026-06-28T10:33:42Z"
},
{
"tag": "v4.0.2",
"kind": "patch",
"published_at": "2026-06-21T18:53:29Z"
},
{
"tag": "v4.0.1",
"kind": "patch",
"published_at": "2026-06-18T19:02:14Z"
},
{
"tag": "v3.0.32",
"kind": "patch",
"published_at": "2026-06-10T18:33:29Z"
},
{
"tag": "v3.0.31",
"kind": "patch",
"published_at": "2026-06-06T13:15:54Z"
},
{
"tag": "v3.0.30",
"kind": "patch",
"published_at": "2026-06-03T16:36:07Z"
},
{
"tag": "v3.0.27",
"kind": "patch",
"published_at": "2026-06-01T20:08:10Z"
},
{
"tag": "v3.0.26",
"kind": "patch",
"published_at": "2026-06-01T19:32:30Z"
},
{
"tag": "v3.0.25",
"kind": "patch",
"published_at": "2026-06-01T18:31:16Z"
},
{
"tag": "v3.0.23",
"kind": "patch",
"published_at": "2026-05-31T17:11:06Z"
},
{
"tag": "v3.0.22",
"kind": "patch",
"published_at": "2026-05-31T16:22:44Z"
},
{
"tag": "v3.0.21",
"kind": "patch",
"published_at": "2026-05-30T16:09:22Z"
},
{
"tag": "v3.0.20",
"kind": "patch",
"published_at": "2026-05-30T11:14:27Z"
},
{
"tag": "v3.0.19",
"kind": "patch",
"published_at": "2026-05-30T08:16:44Z"
},
{
"tag": "v3.0.18",
"kind": "patch",
"published_at": "2026-05-29T14:04:24Z"
},
{
"tag": "v3.0.17",
"kind": "patch",
"published_at": "2026-05-28T15:05:07Z"
},
{
"tag": "v3.0.16",
"kind": "patch",
"published_at": "2026-05-26T17:49:57Z"
},
{
"tag": "v3.0.15",
"kind": "patch",
"published_at": "2026-05-26T14:30:12Z"
},
{
"tag": "v3.0.14",
"kind": "patch",
"published_at": "2026-05-25T11:27:28Z"
},
{
"tag": "v3.0.12",
"kind": "patch",
"published_at": "2026-05-20T06:25:54Z"
},
{
"tag": "v3.0.11",
"kind": "patch",
"published_at": "2026-05-17T10:19:51Z"
},
{
"tag": "v3.0.9",
"kind": "patch",
"published_at": "2026-05-16T13:29:45Z"
},
{
"tag": "v3.0.8",
"kind": "patch",
"published_at": "2026-05-16T07:53:10Z"
},
{
"tag": "v3.0.7",
"kind": "patch",
"published_at": "2026-05-15T13:52:49Z"
}
],
"recent_commits": [
{
"oid": "23b1aad65c87ef9c5e5424830e99794075a0e632",
"body": null,
"is_bot": false,
"headline": "fix backtest timestamp serialization",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-22T09:56:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7250471edd17569d7d6a4bcbed2700306c319cba",
"body": null,
"is_bot": false,
"headline": "improve strategy billing fees and runtime recovery",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-22T03:46:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d068bb97d760340bbc59ddb75dd7ff576a547ea",
"body": null,
"is_bot": false,
"headline": "fix live fee accounting and strategy execution",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T17:34:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bbd9477831081b50bc69a329eb47fe585eb1fc56",
"body": null,
"is_bot": false,
"headline": "fix backend CI guardrails",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T10:09:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10a12449f95cd682cecf62e8152a8d06d2d8b911",
"body": null,
"is_bot": false,
"headline": "fix security, backtests, and live trading",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T09:50:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "769f07b15609eb3d7fdc41bafd025210c3235509",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T18:41:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71e8424a77da26c70b5d7872d6d755db6bc1725c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.5",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T15:59:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00489cfd5115f60dde9e07a99923cb42eb5350bf",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T13:39:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd7d4ac276222e654086059882ff17473c3316ec",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:58:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7420677c7af2734c280575598dad50baeae9c16a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:34:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbe8bbc5914dd538affc60b7f9b57504dca49e2f",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:03:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb2aa5c384219cae9e8ea8222d6fb39ece806203",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T10:22:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36c70d223cf216eaea8a307bb4025b7cc8d386ee",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.3",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T06:02:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a72490ca72d90786a117a015d15ae169e340ac6",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.3",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T05:45:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a1be9c4588e3415956b1772a807272d81ff0ade",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T04:50:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "942b0f39f71a860593766b1a3ca2ca53cf756c13",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T04:33:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9d591a2740c004ba442d1e4a589a35cfd59d78c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:45:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2048ae299f0c29f9ecda0d7c985f2bf70ae6d1c6",
"body": null,
"is_bot": false,
"headline": "refactor(live): isolate final fill classification",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:24:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db883ca8eda38addd6b46365594f50f92250c09d",
"body": null,
"is_bot": false,
"headline": "fix(live): honor terminal exchange fill status",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba324e18622841e9cbb606d0a0a03e87dd185f2b",
"body": null,
"is_bot": false,
"headline": "fix(backtest): ignore untradable fill remainders",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:38:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b0040e3d55337a80370ce77391c725e79627769",
"body": null,
"is_bot": false,
"headline": "fix(backtest): preserve warmup helper compatibility",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:09:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf64a05b955df1626273838404a08ad578b08731",
"body": null,
"is_bot": false,
"headline": "fix(backtest): enforce timeframe range limits",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:05:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74ee0caa4338c4cffed79c2c9fe65ed5cf195770",
"body": null,
"is_bot": false,
"headline": "fix(ci): restore OpenAPI validation",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T01:41:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "753a1d7f65ec405c55a9ddcfaac22c4085ebdefa",
"body": null,
"is_bot": false,
"headline": "chore(ci): upgrade GitHub Actions to latest majors",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T18:34:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38a52ba74271753910ee2962b241460b6014fc9d",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T09:58:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79b196bcf4dfb6e54d4fbbc466c8d8f479e41fbf",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T09:43:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88e19267eb24342c2c4ca16436539e0fe168acb9",
"body": null,
"is_bot": false,
"headline": "release: finalize v5.0.1 backend",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T06:59:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27f4b5ad000221be087f12645d15a8e3b9a35073",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-13T09:30:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a87ee6192f0d0937180259f52c07c0a992d4931e",
"body": null,
"is_bot": false,
"headline": "feat: harden backend contracts observability and delivery",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-13T07:42:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90e60ffdeae2b7bd102532489e91e9e349a402e4",
"body": null,
"is_bot": false,
"headline": "feat: split backend runtimes and add durable task workers",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-12T19:47:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7e506418946622bed0179070d6c4653b1ef806d",
"body": null,
"is_bot": false,
"headline": "feat: prepare v5.0.1 beta backend",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-12T18:44:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc33395cbbf162e0145372341740b9ae4bac3f6a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.8",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-03T08:56:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75dcdde032a3bef7e8ed5c512de4fb8969d79b1a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-07-02T12:23:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "31dde0041bcc2d518d7573260e28aa5b72e3cfde",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-07-02T06:09:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a02418752efef231c5a366b6c60a941681dfef5c",
"body": null,
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T13:25:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29d82f7caee8eece35ffcb1b81696da38e5e071d",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T06:21:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b876c435c741f452f64ac26bfb6953073944e973",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T05:14:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25eaf36540756f943228ad77710218c9049b4528",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T04:29:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee1ae2031b3d824c139fa936ac6f0a2753a17767",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T19:00:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9cdae35712e0c3a1f4a683e6a6d6a3ff7e591a33",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:46:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04e1e442cbfc2256d89ecc6f92132e24da90d3ca",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:31:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e34de3f8bd06e523193be8a431ff215f2fad0a68",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:10:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "740451c437880e16a67d7d7adae7c88c3e51e78a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-29T16:20:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e8982c89bd97d953b94084a8cd90ccc12ed583b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-29T15:58:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8ea0c7219b4a7758185976f320791e11556fbb5",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T22:25:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1561eeeef24d799b4fccb20c4da06f4466a60be",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T21:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3021bc151b32b11e316d3dcf66e48d808c567a9f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:51:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67331039aa1fe019640c089f70499d090c2d1a46",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:45:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a864cc66454bb4a6272f3547c97e9d5ecd68636a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:20:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "888f79e2fbd9ac8dddf5b2a857aaf8e00d6add2c",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:05:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e27b7fbaca5505c67bf3a24cefe485a0023ae424",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T19:58:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edd91afa4f09a47c574908ddbbd1e705bc662e37",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T10:30:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1742f2ab26bbf265e9c610ad37adc5ccdd38eb77",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T10:21:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6988cf10887b1a2d93685e0afcae43dae6cdbbe",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T09:28:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3b3c5c70078d3f967ef2e4bae1fcafa039bb988",
"body": null,
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-22T19:03:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2907cee868ffa07b378d84c9df0bab276e5241c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-22T07:02:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68fa6c42e1ba5c838303a19005c54e17356b85cd",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T19:18:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d29b3065755b7498772db34a34275d4faac226b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T18:48:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b8429b7b89750786ab4b4fcc4dde7c6a679da36",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T18:38:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "870be67ce7f0f72e6f311702745e223f5e516c77",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-19T09:22:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a9aa8787048276ce525eefadd64d4248da15f5a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-18T19:26:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "234224a77658daa2e1df93e7b87de82390a44d86",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-18T18:49:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11f7079716978fd39cffe1741a7f3323e312a84b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-17T20:37:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2cc3efbf3832f36b7337051638d1f4eae0f9c99a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-16T18:55:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "860b5848bd61f2663ac6cd20253225976f1b4bfb",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-16T18:38:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d28126c60d9a65e9ae4fc8a3c767bc67aecfd507",
"body": null,
"is_bot": false,
"headline": "chore: prepare v4.0.1 beta backend",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-16T12:17:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "209daa9cd14e6cf3b38d2db7f68b3db79773df29",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.32",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-10T18:25:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a595bd98abedbd8de66a4e190a4736ef56c62319",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T13:12:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e8c5aef4482c93a1679e087c116519df8ee8bf6",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T13:04:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a8ac7f890b919341eadc90adf10c17b7a7165b5",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T12:27:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c435e1eeb68312c023d2c93cbe85295cc338ebf8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T12:17:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e16386e094fa520e8eb2507d904a03373ed1185",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.30",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-03T16:25:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5722bd0d864c800df3cfb2eb47855e3b19de38b1",
"body": null,
"is_bot": false,
"headline": "feat: harden strategy execution and add LiteLLM support",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-03T07:57:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "145c76777e74c51188f7252ae450a9c09c2d170c",
"body": null,
"is_bot": false,
"headline": "feat: add LiteLLM to settings UI dropdown",
"author_name": "RheagalFire",
"author_login": "RheagalFire",
"committed_at": "2026-06-02T17:48:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3a70802eb7d1dd4d280f49cc51e216a16432753",
"body": null,
"is_bot": false,
"headline": "feat: add LiteLLM as unified LLM provider",
"author_name": "RheagalFire",
"author_login": "RheagalFire",
"committed_at": "2026-06-02T17:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bac16f4cd5b4cabd91244e36645f285a8d9aba32",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.29",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-02T15:36:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5e9b96b381d66687a98a82e5381d523218b23c8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.26",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:59:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53bae0a9a471c5f5a1d00058454728b34cd65c62",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:21:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a2912b9a48daf9132d49da5159556de07aa968c",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:09:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b57d98ebd71a640d8f2b2b07ce048c495dae781",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T18:27:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04435d6088c40b3bb801abe28cbd70954817953f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:48:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b23cfa16661dc2d40711deb8b7d37383170844a4",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:22:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1f264198e44763d95454259ce4309b654f0999f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:06:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a17185ef2a35619a8c49686e10f2fefc4618f0b",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T16:38:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "618ab92d2270a6d56f95b149330fdaf917f45685",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.24",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T15:25:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5762fdce750609de7dedc5d94294f5b49b854215",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.24",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T10:17:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22de887816a3256ccca7c876df7e1cbf9dd39f8a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T17:04:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85024c26dbd140a1ba690df0e553946eb8fe9921",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:16:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45402ad9018866e3c5ee56295c972d22d8fe2af0",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:11:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7aad07280f499c8460e98a14d1a845bc1618b476",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of https://github.com/brokermr810/QuantDinger",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:04:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10ffaa90fd614529ae4456f5d7bfa70a49ed7fab",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:03:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74fe04b0854d8f5838d41024f4a81a27008aa3d1",
"body": null,
"is_bot": false,
"headline": "chore: update repo traffic metrics [skip ci]",
"author_name": "brokermr810",
"author_login": "brokermr810",
"committed_at": "2026-05-31T15:59:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e60d7440e7d04460e2daf02371eaf4dada3dd94",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:57:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7916e75fde897c794936e85dedd45d3c85befc3",
"body": null,
"is_bot": false,
"headline": "chore: update repo traffic metrics [skip ci]",
"author_name": "brokermr810",
"author_login": "brokermr810",
"committed_at": "2026-05-31T15:48:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "928fcd9342626106dfb167ad1248146c056e78b1",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:48:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57b2c36757fa6d62e1d487a429ccd59f533976e8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:42:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1a51e9afc6c837c41770c198f55d4008c203409",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:39:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a35adec2b91b39676c86fc70a4c77ddc92d2a4b",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.21",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T16:08:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "495e458cbc3e65a6f490fb515998d362b95cc356",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.20",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T11:11:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e49143077e6874455af74f852be5a329a814507",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.19",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T08:15:12Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 36,
"commits_last_year": 459,
"latest_release_at": "2026-07-22T03:53:45Z",
"latest_release_tag": "v5.0.8",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 29,
"days_since_latest_release": 5,
"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": [
{
"name": "quantdinger-mcp",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"mcp",
"model-context-protocol",
"quantdinger",
"ai-agent",
"trading",
"backtest",
"quant",
"cursor",
"claude",
"codex",
"openclaw",
"nanobot",
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Financial and Insurance Industry",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Office/Business :: Financial :: Investment",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/quantdinger-mcp/",
"is_deprecated": false,
"latest_version": "0.4.0",
"repository_url": "https://github.com/brokermr810/QuantDinger",
"versions_count": 4,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-05-02T08:02:35.176434Z",
"latest_published_at": "2026-07-18T16:50:26.093946Z",
"latest_version_yanked": null,
"days_since_latest_publish": 9
}
]
},
"popularity": {
"forks": 2106,
"stars": 10044,
"watchers": 62,
"fork_history": {
"days": [
{
"date": "2026-05-15",
"count": 8
},
{
"date": "2026-05-16",
"count": 35
},
{
"date": "2026-05-17",
"count": 43
},
{
"date": "2026-05-18",
"count": 35
},
{
"date": "2026-05-19",
"count": 46
},
{
"date": "2026-05-20",
"count": 22
},
{
"date": "2026-05-21",
"count": 16
},
{
"date": "2026-05-22",
"count": 18
},
{
"date": "2026-05-23",
"count": 23
},
{
"date": "2026-05-24",
"count": 16
},
{
"date": "2026-05-25",
"count": 19
},
{
"date": "2026-05-26",
"count": 13
},
{
"date": "2026-05-27",
"count": 39
},
{
"date": "2026-05-28",
"count": 17
},
{
"date": "2026-05-29",
"count": 13
},
{
"date": "2026-05-30",
"count": 12
},
{
"date": "2026-05-31",
"count": 18
},
{
"date": "2026-06-01",
"count": 13
},
{
"date": "2026-06-02",
"count": 10
},
{
"date": "2026-06-03",
"count": 8
},
{
"date": "2026-06-04",
"count": 13
},
{
"date": "2026-06-05",
"count": 4
},
{
"date": "2026-06-06",
"count": 11
},
{
"date": "2026-06-07",
"count": 25
},
{
"date": "2026-06-08",
"count": 31
},
{
"date": "2026-06-09",
"count": 21
},
{
"date": "2026-06-10",
"count": 12
},
{
"date": "2026-06-11",
"count": 12
},
{
"date": "2026-06-12",
"count": 8
},
{
"date": "2026-06-13",
"count": 12
},
{
"date": "2026-06-14",
"count": 9
},
{
"date": "2026-06-15",
"count": 9
},
{
"date": "2026-06-16",
"count": 6
},
{
"date": "2026-06-17",
"count": 12
},
{
"date": "2026-06-18",
"count": 13
},
{
"date": "2026-06-19",
"count": 7
},
{
"date": "2026-06-20",
"count": 16
},
{
"date": "2026-06-21",
"count": 17
},
{
"date": "2026-06-22",
"count": 12
},
{
"date": "2026-06-23",
"count": 20
},
{
"date": "2026-06-24",
"count": 14
},
{
"date": "2026-06-25",
"count": 13
},
{
"date": "2026-06-26",
"count": 16
},
{
"date": "2026-06-27",
"count": 18
},
{
"date": "2026-06-28",
"count": 10
},
{
"date": "2026-06-29",
"count": 13
},
{
"date": "2026-06-30",
"count": 11
},
{
"date": "2026-07-01",
"count": 7
},
{
"date": "2026-07-02",
"count": 9
},
{
"date": "2026-07-03",
"count": 11
},
{
"date": "2026-07-04",
"count": 8
},
{
"date": "2026-07-05",
"count": 4
},
{
"date": "2026-07-06",
"count": 7
},
{
"date": "2026-07-07",
"count": 12
},
{
"date": "2026-07-08",
"count": 8
},
{
"date": "2026-07-09",
"count": 4
},
{
"date": "2026-07-10",
"count": 8
},
{
"date": "2026-07-11",
"count": 5
},
{
"date": "2026-07-12",
"count": 11
},
{
"date": "2026-07-13",
"count": 14
},
{
"date": "2026-07-14",
"count": 6
},
{
"date": "2026-07-15",
"count": 11
},
{
"date": "2026-07-16",
"count": 5
},
{
"date": "2026-07-17",
"count": 10
},
{
"date": "2026-07-18",
"count": 6
},
{
"date": "2026-07-19",
"count": 9
},
{
"date": "2026-07-20",
"count": 7
},
{
"date": "2026-07-21",
"count": 8
},
{
"date": "2026-07-22",
"count": 8
},
{
"date": "2026-07-23",
"count": 14
},
{
"date": "2026-07-24",
"count": 5
},
{
"date": "2026-07-25",
"count": 4
},
{
"date": "2026-07-26",
"count": 7
},
{
"date": "2026-07-27",
"count": 3
}
],
"complete": false,
"collected": 1000,
"total_forks": 2106
},
"star_history": null,
"open_issues_and_prs": 39
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [
"docs/api/openapi.yaml"
],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 124651,
"source_files_sampled": 577,
"oversized_source_files": 12,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"backend_api_python/pyproject.toml",
"backend_api_python/requirements-dev.txt",
"backend_api_python/requirements-windows.txt",
"backend_api_python/requirements.txt",
"mcp_server/pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 29,
"malicious_count": 0,
"assessed_package": "pypi:quantdinger-mcp@0.4.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "mcp",
"manifest": "mcp_server/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.28.1,<1.29"
},
{
"name": "httpx",
"manifest": "mcp_server/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27.0,<0.29"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "akshare",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "alpaca-py",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bandit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ccxt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "celery",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "exchange-calendars",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "finnhub-python",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.3",
"ecosystem": "pypi"
},
{
"name": "flask-cors",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "flask-smorest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "gunicorn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ib-insync",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "marshmallow",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pip-audit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prometheus-client",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psycopg2-binary",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyotp",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pysocks",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "qrcode",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "reportlab",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ta-lib",
"direct": false,
"version": "0.6.8",
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "yfinance",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 43,
"direct_count": 2,
"indirect_count": 41
}
},
"maintainership": {
"issues": {
"open_prs": 10,
"merged_prs": 31,
"open_issues": 29,
"closed_ratio": 0.701,
"closed_issues": 68,
"closed_unmerged_prs": 37
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "tianhe",
"commits": 172,
"avatar_url": "https://avatars.githubusercontent.com/u/280810?v=4"
},
{
"type": "User",
"login": "quantdinger-lab",
"commits": 144,
"avatar_url": "https://avatars.githubusercontent.com/u/253647768?v=4"
},
{
"type": "User",
"login": "brokermr810",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/220133043?v=4"
},
{
"type": "User",
"login": "p369349074",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/65352820?v=4"
},
{
"type": "User",
"login": "hang666",
"commits": 13,
"avatar_url": "https://avatars.githubusercontent.com/u/44329474?v=4"
},
{
"type": "User",
"login": "XSX-Milan",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/13494834?v=4"
},
{
"type": "User",
"login": "claude",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
},
{
"type": "User",
"login": "smc1263",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/266897239?v=4"
},
{
"type": "User",
"login": "Yeadon8888",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/169969531?v=4"
},
{
"type": "User",
"login": "alexander-schneider",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/33292100?v=4"
}
],
"contributors_sampled": 18,
"top_contributor_share": 0.403
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"basic-ci.yml",
"docker-publish.yml",
"openapi-ci.yml",
"security-ci.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 10,
"reason": "SAST tool detected: CodeQL",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "23b1aad65c87ef9c5e5424830e99794075a0e632",
"ran_at": "2026-07-27T17:07:12Z",
"aggregate_score": 5.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-27T04:45:46Z",
"oldest_open_prs": [
{
"number": 132,
"created_at": "2026-06-01T16:07:33Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 135,
"created_at": "2026-06-02T09:10:22Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 138,
"created_at": "2026-06-04T07:31:07Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 142,
"created_at": "2026-06-09T06:57:38Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 153,
"created_at": "2026-06-27T18:58:21Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 155,
"created_at": "2026-06-29T09:05:20Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 159,
"created_at": "2026-07-02T10:08:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 163,
"created_at": "2026-07-07T15:32:29Z",
"last_comment_at": "2026-07-07T15:44:22Z",
"last_comment_author": "litter998"
},
{
"number": 164,
"created_at": "2026-07-08T06:05:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 182,
"created_at": "2026-07-24T15:34:24Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-06-03T07:59:28Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 109,
"created_at": "2026-05-17T15:19:20Z",
"last_comment_at": "2026-05-18T05:17:45Z",
"last_comment_author": "brokermr810"
},
{
"number": 130,
"created_at": "2026-06-01T07:59:45Z",
"last_comment_at": "2026-06-11T09:30:11Z",
"last_comment_author": "brokermr810"
},
{
"number": 134,
"created_at": "2026-06-02T07:02:08Z",
"last_comment_at": "2026-07-13T02:02:19Z",
"last_comment_author": "18819040375"
},
{
"number": 137,
"created_at": "2026-06-03T05:51:31Z",
"last_comment_at": "2026-06-11T09:29:58Z",
"last_comment_author": "brokermr810"
},
{
"number": 140,
"created_at": "2026-06-05T08:42:59Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 141,
"created_at": "2026-06-07T02:40:13Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 144,
"created_at": "2026-06-15T03:44:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 145,
"created_at": "2026-06-15T13:49:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 147,
"created_at": "2026-06-20T17:18:45Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 148,
"created_at": "2026-06-21T03:12:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 150,
"created_at": "2026-06-23T06:10:08Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 151,
"created_at": "2026-06-23T14:26:19Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 156,
"created_at": "2026-06-30T15:18:09Z",
"last_comment_at": "2026-07-01T11:52:39Z",
"last_comment_author": "h72by2sz8y-prog"
},
{
"number": 157,
"created_at": "2026-07-01T05:15:55Z",
"last_comment_at": "2026-07-01T14:39:02Z",
"last_comment_author": "FamliarMan"
},
{
"number": 158,
"created_at": "2026-07-01T15:50:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 160,
"created_at": "2026-07-02T14:37:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 161,
"created_at": "2026-07-03T08:26:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 162,
"created_at": "2026-07-06T23:02:26Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 165,
"created_at": "2026-07-08T06:23:02Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 166,
"created_at": "2026-07-09T01:08:39Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/OpenByteInc/QuantDinger",
"host": "github.com",
"name": "QuantDinger",
"owner": "OpenByteInc"
},
"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": "The weighted overall 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 73,
"calibrated": 87,
"calibration": "2026-08-02"
}
}
],
"value": 87,
"inputs": {
"security": 67,
"vitality": 90,
"community": 94,
"governance": 51,
"calibration": "2026-08-02",
"engineering": 72,
"ai_readiness": 41,
"weighted_overall_raw": 73
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 90,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"commits_last_year": 459,
"human_commit_share": 1,
"days_since_last_push": 3,
"active_weeks_last_year": 29
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "29/52 weeks with commits",
"points": 20.1,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 29
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "459 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 459
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 36,
"latest_release_tag": "v5.0.8",
"releases_from_tags": false,
"days_since_latest_release": 5,
"mean_days_between_releases": 2.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "36 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 36
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 5 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 5
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~2.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 2.6
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 11,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 11 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 11
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "exceptional",
"name": "Community & Adoption",
"value": 94,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "exceptional",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 95,
"inputs": {
"forks": 2106,
"stars": 10044,
"watchers": 62,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "10,044 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 10044
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2,106 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 2106
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "62 watchers",
"points": 9.9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 62
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"readme_badge_services": [],
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"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": 51,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 18,
"top_contributor_share": 0.403
},
"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 40% of commits",
"points": 13.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 40
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "18 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 18
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"merged_prs": 31,
"open_issues": 29,
"closed_issues": 68,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.701,
"closed_unmerged_prs": 37,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "70% of issues closed",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 70
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "31/68 decided PRs merged",
"points": 13.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 31,
"decided": 68
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "weak",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"followers": 11,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "OpenByteInc",
"public_repos": 4,
"account_age_days": 8
},
"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": "11 followers of OpenByteInc",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 11,
"login": "OpenByteInc"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "4 public repos, account ~0 yr old",
"points": 5.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 4
}
},
{
"code": "account_age_years",
"params": {
"years": 0
}
}
],
"max_points": 25
}
]
}
],
"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": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"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": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"quantitative-finance",
"quant",
"trade",
"python",
"fintech",
"agent",
"forex",
"alpaca",
"binance",
"backtesting",
"stocks",
"finance",
"crypto",
"exchange",
"saas",
"coinbase",
"strategy",
"mcp-server",
"ai",
"trading-toolkit"
],
"has_wiki": false,
"homepage": "https://ai.quantdinger.com",
"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://ai.quantdinger.com",
"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": "20 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 20
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.9
},
"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": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"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 detected: CodeQL",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"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": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:quantdinger-mcp@0.4.0 runtime dependency closure — what installing the published package pulls in — 29 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:quantdinger-mcp@0.4.0",
"assessed": 29
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 29,
"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": "exceptional",
"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": 29,
"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": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 3
},
"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": "weak",
"name": "AI Readiness",
"value": 41,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 9,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.17,
"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": "17 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 9.1,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 17,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "weak",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 37,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 124651,
"source_files_sampled": 577,
"oversized_source_files": 12
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "12/577 source files over 60KB",
"points": 53.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 577,
"oversized": 12
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "exceptional",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": [
"docs/api/openapi.yaml"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "docs/api/openapi.yaml",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/api/openapi.yaml"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"mcp-server"
],
"scores": {
"mcp-server": 9,
"network-service": 3
},
"primary": "mcp-server",
"evidence": [
{
"tier": "dependencies",
"label": "mcp-server",
"source": "dep:mcp",
"weight": 4
},
{
"tier": "structure",
"label": "mcp-server",
"source": "mcp_signal",
"weight": 3
},
{
"tier": "structure",
"label": "network-service",
"source": "api_schema",
"weight": 3
},
{
"tier": "tags",
"label": "mcp-server",
"source": "tag:mcp-server",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'quantdinger-mcp' points at a different repository (https://github.com/brokermr810/QuantDinger); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-27T17:07:53.438840Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/OpenByteInc/QuantDinger.svg",
"full_name": "OpenByteInc/QuantDinger",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}