公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 09:48 UTC
mwburgoyne / pyResToolbox
pyResToolbox - A collection of Reservoir Engineering Utilities
mwburgoyne/pyResToolbox 的健康指数为 100 分中的 61 分，处于「中等」区间。 其得分最高的类别是Vitality（86/100），最低的是AI Readiness（49/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
61
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
61
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pyrestoolbox | 3.7.2 | 3,185 | 54 | 0 天前 | restoolboxpetroleumreservoir |
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？
86
开发活跃度
76良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 11.8/36 | 提交节奏 — 52 周中有 17 周有提交 |
| 18/18 | 提交量 — 最近一年 125 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 125 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 17 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 45 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 6.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 45 |
| latest_release_tag | v3.7.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 6.1 |
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？
50
流行度与采用
44存在风险
评分方式
| 31.6/60 | 星标 — 90 个星标 |
| 10.5/25 | 复刻 — 19 个复刻 |
| 1.7/15 | 关注者 — 3 位关注者 |
所用输入
| forks | 19 |
| stars | 90 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（GPL-3.0） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
58中等
评分方式
| 46.7/80 | 月度下载量 — pypi 合计每月 3,185 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | pyrestoolbox |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,185 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
56
维护者韧性（巴士系数）
13危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.1/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.995 |
议题与 PR 响应能力
72良好
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 2/2 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。
所有权与托管责任
58中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 15.5/25 | 所有者影响力 — mwburgoyne 有 140 位关注者 |
| 20.8/25 | 既往记录 — 15 个公开仓库，账户约 9 年 |
所用输入
| followers | 140 |
| owner_type | User |
| is_verified | — |
| owner_login | mwburgoyne |
| public_repos | 15 |
| account_age_days | 3,318 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 54 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | pyrestoolbox |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
56
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 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
50中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
51
安全态势
48存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 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 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 24 commit(s) and 0 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 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 5.2/7.5 | Vulnerabilities — 3 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.8 |
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
64中等
评分方式
| 14/35 | 直接依赖不含已知公告 — 1 个受影响：pyo3 0.23.5 (high 7.5) |
| 0/25 | 间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分 |
| 33.7/40 | 没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理；最早一条发布于 479 天前 |
所用输入
| source | osv |
| advisories | 5 |
| affected_packages | 1 |
| assessed_packages | 26 |
| unassessed_packages | 13 |
| affected_by_severity | high 1 |
| direct_affected_packages | 1 |
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 26 个已解析依赖与 OSV 比对。 有 13 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
49
AI 代理上下文与指引
35存在风险
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） |
| 35.2/40 | 可读的提交历史 — 100 次人类提交中有 66 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 | 0.66 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 12.6/18 | 一条命令的引导启动 — Cargo.toml（工具链约定，无任务运行器） |
| 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, lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 7 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | Cargo.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.07 |
| toolchain_manifests | Cargo.toml |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 52.6/55 | 可控的文件大小 — 采样的 113 个源文件中有 5 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 96,833 |
| source_files_sampled | 113 |
| oversized_source_files | 5 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
90GitHub 星标
3贡献者
125最近 12 个月提交数
0距最近推送天数
45发布版本数
1巴士系数（bus factor）
0开放议题
crates.io, 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
- Could not fetch crates package 'pyrestoolbox-native' from its registry
- Could not fetch pypi package 'pyrestoolbox-mcp' from its registry
- deps.dev does not index pypi:pyrestoolbox@3.7.2; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 19 ⇿
0Star
19Fork
30发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 1次版本 4修订 20
每个点涵盖 4 天。
OpenSSF Scorecard 4.8 / 10
4.8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 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 24 commit(s) and 0 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 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 7 | Vulnerabilities | 3 existing vulnerabilities detected |
直接依赖 22
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| crates.io | pyo3 | 0.23 | Cargo.toml |
| crates.io | rug | 1 | Cargo.toml |
| PyPI | mcp | >=1.2 | mcp/pyproject.toml |
| PyPI | pyrestoolbox | >=3.7 | mcp/pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | tabulate | — | pyproject.toml |
| PyPI | ilt-inversion | — | pyproject.toml |
| PyPI | mpmath | — | pyproject.toml |
| PyPI | gmpy2 | — | pyproject.toml |
| PyPI | python-flint | — | pyproject.toml |
| PyPI | openpyxl | — | pyproject.toml |
| PyPI | numpy | — | setup.cfg |
| PyPI | scipy | — | setup.cfg |
| PyPI | pandas | — | setup.cfg |
| PyPI | tabulate | — | setup.cfg |
| PyPI | ilt-inversion | — | setup.cfg |
| PyPI | mpmath | — | setup.cfg |
| PyPI | gmpy2 | — | setup.cfg |
| PyPI | python-flint | — | setup.cfg |
| PyPI | openpyxl | — | setup.cfg |
全部依赖 39
来自 GitHub 依赖图的完整解析依赖集合：13 个直接依赖与 26 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 |
|---|---|---|---|
| crates.io | pyo3 | 0.23.5 | 直接 |
| crates.io | rug | 1.29.0 | 直接 |
| PyPI | gmpy2 | — | 直接 |
| PyPI | ilt-inversion | — | 直接 |
| PyPI | mcp | — | 直接 |
| PyPI | mpmath | — | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | openpyxl | — | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | pyrestoolbox | — | 直接 |
| PyPI | python-flint | — | 直接 |
| PyPI | scipy | — | 直接 |
| PyPI | tabulate | — | 直接 |
| crates.io | autocfg | 1.5.0 | 间接 |
| crates.io | az | 1.3.0 | 间接 |
| crates.io | cfg-if | 1.0.4 | 间接 |
| crates.io | gmp-mpfr-sys | 1.7.0 | 间接 |
| crates.io | heck | 0.5.0 | 间接 |
| crates.io | indoc | 2.0.7 | 间接 |
| crates.io | libc | 0.2.184 | 间接 |
| crates.io | libm | 0.2.16 | 间接 |
| crates.io | memoffset | 0.9.1 | 间接 |
| crates.io | once_cell | 1.21.4 | 间接 |
| crates.io | portable-atomic | 1.13.1 | 间接 |
| crates.io | proc-macro2 | 1.0.106 | 间接 |
| crates.io | pyo3-build-config | 0.23.5 | 间接 |
| crates.io | pyo3-ffi | 0.23.5 | 间接 |
| crates.io | pyo3-macros | 0.23.5 | 间接 |
| crates.io | pyo3-macros-backend | 0.23.5 | 间接 |
| crates.io | quote | 1.0.45 | 间接 |
| crates.io | rustversion | 1.0.22 | 间接 |
| crates.io | syn | 2.0.117 | 间接 |
| crates.io | target-lexicon | 0.12.16 | 间接 |
| crates.io | unicode-ident | 1.0.24 | 间接 |
| crates.io | unindent | 0.2.4 | 间接 |
| crates.io | windows-link | 0.2.1 | 间接 |
| crates.io | windows-sys | 0.61.2 | 间接 |
| PyPI | maturin | — | 间接 |
| PyPI | setuptools | — | 间接 |
依赖安全公告 1
该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 26 个包，其中也包含从不交付的开发与测试版本固定：1 个存在已知公告，1 个为直接依赖。 有 13 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| pyo3 | 0.23.5 | 直接 | 高 | 5 | 0.29.0 |
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 6121,
"has_wiki": true,
"homepage": null,
"languages": {
"Rust": 238829,
"Python": 1206499,
"Dockerfile": 724,
"Jupyter Notebook": 130625
},
"pushed_at": "2026-07-25T09:34:43Z",
"created_at": "2021-12-31T03:48:09Z",
"owner_type": "User",
"updated_at": "2026-07-25T09:34:55Z",
"description": "pyResToolbox - A collection of Reservoir Engineering Utilities",
"is_archived": false,
"is_disabled": false,
"license_spdx": "GPL-3.0",
"default_branch": "main",
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"body": "VSHIFT['C3H8'] = -0.112963, giving V_phi = 72.85 cm3/mol at 298 K, 20 MPa, so\npropane no longer falls back to the Plyasunov correlation.\n\nThis entry is weaker than the other six and is labelled so wherever it appears.\nNo densimetry for propane in water exists, so it is not fitted to a data set:\nit i\n[…]\n tagged, so main\nwould otherwise carry post-release code labelled 3.7.2. Not tagged or released.\n\n954 tests with Rust, 852 + 102 skipped without.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
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"body": "calc_gas_brine_equilibrium(method='flash') fed a hardcoded 95% water /\n5% gas mixture. At high P the more-soluble components preferentially\ndissolve, so the equilibrium vapor drifts off the requested dry-gas\ncomposition (CH4+CO2 at 50 MPa: dry-basis CO2 depleted 0.73 -> ~0.65,\nbiasing x_CO2 ~10% low\n[…]\nagainst ternary CH4+CO2+H2O VLE (Qin 2008; Al Ghafri 2014,\n37 points): x_CO2 MARE 26% -> 16%, binaries unchanged <0.04%, brine\ntest suite 37/37.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"is_bot": false,
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"is_bot": false,
"headline": "Add pyrestoolbox-mcp: MCP server exposing the library",
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"body": "- HY Z-factor initial guess is now Z=1 (classic Hall-Yarborough start) in\n both Python and Rust; WYW coefficients and helper functions deleted.\n Converged values agree with the WYW-seeded results to ~1e-11 at the\n frozen baseline point, ~1e-6 worst-case at grid extremes; all frozen\n baselines an\n[…]\ng pointers so agents can find the shipped docs\n- Document the plyasunov module (plyasunov.rst, doc-example tests,\n docstring completions); add plyasunov to the lazy submodules list\n- Tests 920 -> 926",
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"body": "- Changelist for 3.7.0 (two-segment decline models, b > 1 relaxation,\n mh/hyp2 fitting and forecasting).\n- CI actions to Node 24 runtimes: checkout v5, setup-python v6,\n upload-artifact v6, download-artifact v7, action-gh-release v3.",
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"headline": "Release v3.7.0",
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"body": "…ased two-stage hyperbolic\n\n- mh_rate/mh_cum/mh_eur: hyperbolic (b default 2.0) to terminal decline dterm,\n exponential after (Robertson 1988). Analytic piecewise cumulative and EUR.\n- hyp2_rate/hyp2_cum/hyp2_eur: b1 (default 2.0) to specified telf, then second\n hyperbolic b2 (default 0.5) with ra\n[…]\n\n DeclineResult gains dterm, b2, telf; forecast() dispatches both models.\n- 32 new tests incl. workbook regressions for all four solver modes; RST docs\n and doc-example tests for every new function.",
"is_bot": false,
"headline": "Add two-segment decline models to dca: modified hyperbolic and telf-b…",
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"is_bot": false,
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"headline": "Release v3.6.0",
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"body": "Sixteen High findings plus the medium/low and structural items, every\ncorrelation change verified against primary literature before landing.\nFrozen baselines and doc examples re-pinned to corrected values (approved).\n\n- Gas: Hall-Yarborough solver now converges (was one Newton step), DAK\n Newton de\n[…]\npe_inputs with ~40x scalar fast path, wrong-enum ValueError,\n bisect_solve bracket check, CI test workflow, pytest-delegating\n run_all_tests\n\n870 tests pass (Rust parity included); cargo test 41/41.",
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"headline": "Correctness sweep: fix all verified findings from the 2026-06-10 review",
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"body": "…ing style)",
"is_bot": false,
"headline": "docs: remove em-dashes from 3.5.0 changelist (spaced hyphens per writ…",
"author_name": "Mark W. Burgoyne",
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"body": "After publishing to PyPI, the publish job now extracts the matching\n'Changelist in <version>:' section from docs/changelist.rst, lightly converts\nRST->Markdown, and creates a GitHub Release via softprops/action-gh-release.\nNo binary assets are attached (PyPI is canonical; pip does not use GH Release\nassets). Adds contents:write to the publish job and a checkout step.\n\nBackfilled v3.1.0-v3.5.0 GitHub Releases from the changelist (done out-of-band\nvia gh); v3.5.0 pinned as Latest.",
"is_bot": false,
"headline": "CI: auto-create notes-only GitHub Release on tag push",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
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"oid": "49f43742555ddc52707dfe44b56440fb436e587d",
"body": "Bump version 3.4.0 -> 3.5.0. Changelist finalized covering the gas pseudoskins,\nPVTO export fix, oil/oil.py removal, brine framework-gate + converged-flag fixes,\noil_harmonize pbmethod unification, nodal HB Rust parity, simtools.rr_solver\nsingle-phase guard, oil_matbal aquifer influx (We/WDI), hydrate code split, and\nassorted validation/hardening. 838 tests pass.",
"is_bot": false,
"headline": "Release v3.5.0",
"author_name": "Mark W. Burgoyne",
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"body": "…m gas.py\n\nWS-3 — oil_matbal water-drive support:\n- New optional We parameter (cumulative aquifer influx, reservoir volume rb|rm3),\n mirroring gas_matbal. Subtracted from underground withdrawal before estimating\n OOIP (Havlena-Odeh F - We = N*[Eo + m*Eg + (1+m)*Efw]); fed to both the Python\n and \n[…]\nes). Public API unchanged via\n re-export from gas.py. _hydrate imports gas_water_content lazily to avoid a\n circular import. Updated the one test that imported the internal helpers.\n\n838 tests pass.",
"is_bot": false,
"headline": "Architecture: oil_matbal aquifer influx (We) + split hydrate code fro…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
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"body": "…ethod default\n\nCorrectness:\n- Brine: gate Rust flash dispatch on framework=='proposed' so dropin/sw_original\n no longer silently downgrade to proposed when the accelerator is installed.\n- Brine: propagate the real convergence flag out of flash_tp_rust (4-tuple) and\n co2_brine_solubility_rust (6-t\n[…]\nustness / hygiene:\n- nodal.fthp: validate well_type/vlpmethod/bhp at entry.\n- validate_pe_inputs: array-safe sg and inert-fraction checks.\n\nDocs/tests: changelist, nodal.rst HB values, 835 tests pass.",
"is_bot": false,
"headline": "Fix sweep: brine framework gate, Rust parity/converged flags, oil pbm…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-05-31T02:54:11Z",
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"body": null,
"is_bot": false,
"headline": "Update 3.5.0 changelist: PVTO export fix and oil/oil.py removal",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-05-05T13:01:37Z",
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{
"oid": "a9e217392fb6732452a53c88c463187a8f9f0618",
"body": "Eclipse PVTO uses '/' as the stem terminator: each saturated record may\nbe followed by undersaturated continuation rows (blank Rs), and a single\n'/' terminates the LAST row of the stem. The previous output placed '/'\non every saturated row, prematurely closing the stem before its\nundersaturated cont\n[…]\nted row carries '/' only when the stem has\nno undersaturated rows; otherwise the last undersaturated row carries\nthe terminator. Final '/' null record on its own line still terminates\nthe whole table.",
"is_bot": false,
"headline": "Fix PVTO export: '/' on last row of each stem only",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-05-05T12:59:01Z",
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{
"oid": "eab231326118aa48c1e41d2f34ad0be80863afa2",
"body": "Three new public functions in pyrestoolbox.gas plus matching GasPVT\nconvenience methods, with oilfield and metric unit support throughout.\n\n- gas_hvf_beta(k, method='FK'|'JONES'|'TCK', phi, metric): Forchheimer β.\n FK (default) is a log-log fit of the Firoozabadi & Katz (1979) JPT Feb\n consolidate\n[…]\non. 12 new doc-example tests pin every\nRST example value. Reference S_p values verified against a 50,000-term\ndirect evaluation of the Streltsova-Adams series.\n\n824 tests total (up from 812 in 3.4.0).",
"is_bot": false,
"headline": "Add gas non-Darcy HVF and partial-penetration pseudoskin functions",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-23T23:54:52Z",
"body_truncated": true,
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{
"oid": "269eb65ec601bba00f3bc2cbc665040784818f5a",
"body": "…ity harness\n\nCorrectness\n- Rust HB oil VLP: three dimensional bugs in src/vlp/segment_oil.rs (min_l,\n rho_avg, ul) caused up to 75% over-prediction of BHP at low-rate / low-THP\n conditions. WG/GRAY/BB oil were already correct. hb_holdup signature now\n takes rho_l directly; gas-segment call site \n[…]\n extracted\n to oil/_constants.py with paper citations.\n- Oil RST: sg_sto renamed to sg_o (matches code); vis_frac added to\n make_bot_og result-dict table.\n\n794 tests passing (up from 716 in v3.3.0).",
"is_bot": false,
"headline": "Release v3.4.0: HB oil Rust bugfix, brine metric standardization, par…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-18T07:49:32Z",
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"oid": "06d26557e4267df77198edc2b50d9b9ca1c1ec19",
"body": "… Rust)\n\n- _resolve_methods helper couples zmethod/cmethod to BNS when either is BNS,\n emitting a UserWarning that names the overruled counterpart. h2 > 0 still\n auto-selects BNS silently. Non-BNS methods remain freely mixable.\n- User-supplied tc/pc honored across every method. For SUT/PMC they re\n[…]\nz calls explicitly pair zmethod='BNS' with\n cmethod='BNS' to avoid triggering the new coupling warning.\n- 716 tests (up from 713), including Rust-vs-Python parity coverage for\n user Tc/Pc overrides.",
"is_bot": false,
"headline": "Release v3.3.0: BNS coupling, user Tc/Pc honored everywhere (Python +…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-17T23:49:18Z",
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"oid": "4757b0d6ebab627ade68155bda70432bcf48239f",
"body": "…nce flag\n\n- DCA: fix duong_cum linspace inversion (negative cum at small t); validate dt/t_end/uptime in forecast\n- simtools.rr_solver: thin wrapper delegating to canonical brine._lib_vle_engine.rr_solver (~100 lines removed)\n- Rust VLE: remove implicit S&W Eq 8 ks fallback in flash_tp_rust; trust \n[…]\npatch sites consolidated into helpers (_clamp_b, _b_max, _flow_fraction_at_x)\n- recommend: document sg and well_type as reserved-unused; signatures preserved\n\n701 tests passing (up from 696 in 3.1.5).",
"is_bot": false,
"headline": "Release v3.2.0: DCA bugfixes, RR dedup, Rust Sechenov guard, converge…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-17T22:55:32Z",
"body_truncated": true,
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{
"oid": "74a44d544de4b500ef2d03c21582b8168e0fe09b",
"body": "Numerical fixes:\n- Garcia CO2-brine density: algebraic reformulation of Eq 18 removes\n xCO2 -> 1 singularity. Applied in brine.garciaDensity and\n SoreideWhitson._calc_properties. Finite limit at xCO2=1 equals\n MwG/V_phi. Mathematically identical to old formula for xCO2 < 1.\n- oil.Rs_velarde: guar\n[…]\n truncate\n ndarray fields to shape/dtype.\n- nodal Reservoir and WellSegment error messages echo original\n user-supplied values + units (not post-metric-conversion numbers).\n\n696 tests (up from 691).",
"is_bot": false,
"headline": "v3.1.5: numerical fixes + agent-friendly UX",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-17T22:30:33Z",
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"oid": "61399720e11ea880a566bf759401670f2b376d74",
"body": "…ject.toml\n\nModern setuptools (>=69, Python 3.12) requires 'name' in [project] per\nPEP 621. Previous fix only included version. New approach: copy entire\n[project] section from real pyproject.toml, swap only [build-system]\nfrom maturin to setuptools, and strip [tool.maturin].",
"is_bot": false,
"headline": "Fix pure-Python build: preserve full [project] metadata in temp pypro…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-13T13:58:11Z",
"body_truncated": false,
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},
{
"oid": "a727da78f128af9092f1177d5efcac912a5da5d4",
"body": null,
"is_bot": false,
"headline": "Fix pure-Python build: preserve version in temporary pyproject.toml",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-13T05:39:48Z",
"body_truncated": false,
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{
"oid": "ec53e35a4415549e1c1bf942726d9d9dbf84bd49",
"body": null,
"is_bot": false,
"headline": "Bump version to 3.1.4 and update changelist",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-13T04:52:33Z",
"body_truncated": false,
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{
"oid": "98f8bb75c1e851c15b1471ab433b57201ecfe260",
"body": "…liases\n\nAdaptive damping in flash_tp and calc_water_content_with_kij (Python + Rust):\nstarts conservative, accelerates when converging, brakes when stalling.\n\nLRU cache on Plyasunov V2_inf (256 entries) and instance-level kij matrix\ncache keyed by (T_K, mode) to avoid redundant computation.\n\nStandardize parameter naming across brine_props, CO2_Brine_Mixture, and\nSoreideWhitson: all three now accept both p/degf/wt and pres/temp/ppm aliases\nwith automatic wt<->ppm conversion.",
"is_bot": false,
"headline": "Tier 4 brine improvements: adaptive VLE damping, caching, parameter a…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-13T01:47:02Z",
"body_truncated": false,
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{
"oid": "f7ad39ab80ec2a9c0f53173432850e7b3cb586a9",
"body": "…ted decorator\n\nSplit oil.py (2144 lines) into 10 sub-files by concern: _correlations, _density,\n_compressibility, _rate, _separator, _harmonize, _tables, _pvt_class, _utils,\n_constants. All public names re-exported via oil/__init__.py.\n\nExtract ~100 named constant groups with paper citations across\n[…]\nng inline magic numbers. Add @rust_accelerated decorator\nto _accelerator.py for simple Rust dispatch. Add validate_pe_inputs to brine\nand nodal entry points. Update test imports for new oil structure.",
"is_bot": false,
"headline": "Tier 3 tech debt: split oil monolith, named constants, @rust_accelera…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-13T01:34:16Z",
"body_truncated": true,
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{
"oid": "5183ed778ac7559667edec5437d99656e73bc87e",
"body": "OilPVT.rs/bo/density/viscosity now accept lists, tuples, or numpy\narrays for the pressure parameter, returning numpy arrays. Scalar\ninputs still return scalars. GasPVT already supported arrays via\nthe underlying gas module functions.",
"is_bot": false,
"headline": "Add array support to OilPVT methods (rs, bo, density, viscosity)",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-12T23:58:48Z",
"body_truncated": false,
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},
{
"oid": "bc88b1064899a6dddeac3584be953fab898f5f46",
"body": "Rust HB gas/oil: replace buggy midpoint-accumulation temperature scheme\nwith correct (i-0.5)/ndiv midpoint approach matching WG/GRAY/BB and\nthe Python HB path. Removes depth/dz/incr/temp/p arrays in favor of\nsimple running pressure variable.\n\nAll 4 Rust gas VLP methods: lower low-rate fallback thres\n[…]\nn at near-zero\ngas rates (produces non-physical pressure spikes).\n\nTest baselines updated for corrected HB temperature discretization.\nRust/Python HB equivalence tolerance restored to standard (1e-3).",
"is_bot": false,
"headline": "Fix Rust HB temperature discretization and low-rate threshold",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-12T23:38:32Z",
"body_truncated": true,
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},
{
"oid": "8dfd0fe1cd1cc3361257eaa6f9d464b8d74573cf",
"body": "…lbacks\n\nReplace 8 VLP functions (4 gas + 4 oil, ~920 lines) with 2 shared march\nfunctions + 4 reusable gradient callbacks. 450 net lines removed.\n\n_segment_march_gas/_segment_march_oil handle preamble, geometry, segment\nloop, PVT, and state dict construction. Method-specific holdup, friction,\nand g\n[…]\ndient math lives in _hb/_wg/_gray/_bb_gradient_gas callbacks.\n\nAlso fixes HB Python temperature discretization bug (midpoint-accumulation\novershoot replaced with correct (i-0.5)/ndiv midpoint scheme).",
"is_bot": false,
"headline": "Deduplicate VLP scaffold: extract shared segment march + gradient cal…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-12T23:04:43Z",
"body_truncated": true,
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},
{
"oid": "cbafe6903d6afcd814432d098eae8ef4f05ac00b",
"body": "… enum aliasing, version single-source\n\nGas: SUT hc_frac <= 1e-6 tolerance, DAK/HY/WYW correlation range warnings\nOil: Beggs-Robinson/Petrosky-Farshad viscosity floor guards, Standing/VALMC Pb range warnings\nBrine: Garcia density denominator guard, RR solver convergence warning, Spycher iteration di\n[…]\nth BNS canonical, BUR alias\nBuild: setup.py reads version from pyproject.toml, setup.cfg defers\nRust: gas_ponz2p pseudopressure acceleration\nTests: 61 pytest.raises error-case tests across all modules",
"is_bot": false,
"headline": "Tier 1/2 robustness fixes: FP guards, validity warnings, error tests,…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-12T23:04:27Z",
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},
{
"oid": "f2f997820ac67c3831095f2e9e4ac4e442abfe40",
"body": null,
"is_bot": false,
"headline": "Bump version to 3.1.3",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-11T02:50:25Z",
"body_truncated": false,
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},
{
"oid": "9c20b014df991bde114c0c721da79f34ecd1d570",
"body": null,
"is_bot": false,
"headline": "Update changelist for 3.1.2",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-11T02:44:28Z",
"body_truncated": false,
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},
{
"oid": "27ce11564a10d927cf6a2afca4436766d5e34af2",
"body": "Replace per-pressure scalar FFI loops with single batch calls that\nprecompute critical properties, BIPs, and LBC params once. Eliminates\n~20,000 Python→Rust round-trips for a typical 10k-point evaluation.\n\nNew Rust functions: bns_zfactor_batch, dak_zfactor_batch, hy_zfactor_batch,\ngas_ug_lge_batch, gas_ug_lbc_batch. LBC batch sees 9.3x speedup over\nscalar; full BNS pipeline (Z + viscosity) now 2x faster than pure Python.",
"is_bot": false,
"headline": "Batch vectorize Rust-accelerated gas_z and gas_ug dispatch",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-11T02:40:59Z",
"body_truncated": false,
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},
{
"oid": "48813084aa6b60adb16c081cb44a06aaf30061e8",
"body": null,
"is_bot": false,
"headline": "Bump version to 3.1.2",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-09T04:53:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f66cdbcd44458e44eb9eb46a4f3f4c086f746ce",
"body": "The Halley cubic solver could converge to the wrong (liquid) root at high\npressures (>15000 psia) because the inflection-point initial guess landed\nin the basin of attraction of a non-vapor root. This caused incorrect\nZ-factors (e.g. 0.08 instead of 2.3 at 20000 psia for SG=0.7 gas).\n\nReplaced with \n[…]\nence to the\nvapor root regardless of pressure. Cardano fallback retained as safety net.\n\nApplied to both Python (vectorized) and Rust implementations.\nBuilds on pkirkham's negative-Z guard from PR #4.",
"is_bot": false,
"headline": "Use Z*=Z-B reformulation for robust high-pressure Z-factor convergence",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-09T04:51:25Z",
"body_truncated": true,
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},
{
"oid": "739c52ba3a2e5204e575a5b461cd9e74bf86f86f",
"body": "Fallback to Cardano for negative roots",
"is_bot": false,
"headline": "Merge pull request #4 from pkirkham/main",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-09T04:47:39Z",
"body_truncated": false,
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},
{
"oid": "5e5d7c75460f360b083b33dca74b73b21f036d41",
"body": "If Halley fails to find the maximum positive root (occurs for high pressure > ~17,000 psia) then fall back to Cardano.",
"is_bot": false,
"headline": "Fallback to Cardano for negative roots",
"author_name": "pkirkham",
"author_login": "pkirkham",
"committed_at": "2026-04-09T00:43:52Z",
"body_truncated": false,
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},
{
"oid": "7c3f33b0f8c5a95c46c79d36b5716aa177f6e37a",
"body": "…lds)",
"is_bot": false,
"headline": "Skip all macOS tests (MPFR symbol issue with mixed Python version bui…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T19:06:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6b64c8b33a0dd8ed319fc76927fc7dfdca8b377",
"body": "Wheels build fine for 3.8/3.9 but test step fails because\nilt-inversion may not have matching wheels on PyPI yet.",
"is_bot": false,
"headline": "Skip tests for cp38/cp39 in CI (ilt-inversion PyPI timing)",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T18:32:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7cdc47e682fedb91cd8cf036b979c09a3564480",
"body": "- Wire up influence_tables() to call influence_tables_rust() when Rust\n available (full MPFR Bessel + GWR in Rust, no Python callbacks, ~25x speedup)\n- Change influence_tables default M from 8 to 7 (9-digit accuracy, enables\n ilt Rust fast path when prec<=15)\n- Expand CIBW_BUILD from cp310-cp313 to cp38-cp313\n- Lower requires-python to >=3.8\n- Upgrade cibuildwheel to v2.23\n- Bump version to 3.1.1\n- Add benchmark_rust_vs_python.py script",
"is_bot": false,
"headline": "Rust-accelerated influence tables, Python 3.8-3.13 wheels",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T18:00:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f5ccbf412ba82670c39b20319c8972b2e5bd9c18",
"body": "gmpy2 (~10x) and python-flint (~15x Bessel via ARB) are now required\ndependencies so ILT runs fully accelerated out of the box for all M\nvalues. Users should not need to discover optional packages.",
"is_bot": false,
"headline": "Add python-flint dependency for full ILT acceleration",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T14:44:12Z",
"body_truncated": false,
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},
{
"oid": "7af4ed0ef189781fd011782b14881a7df51deb08",
"body": "Pure-Python fallback wheel covers aarch64 users. Native aarch64 Rust\nwheels can be added later with an ARM runner.",
"is_bot": false,
"headline": "Drop Linux aarch64 from cibuildwheel (QEMU GMP compile takes hours)",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T14:37:50Z",
"body_truncated": false,
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},
{
"oid": "9de678720680ce47db501795c62bb1d0e429f873",
"body": "gmpy2 provides ~10x speedup for GWR inverse Laplace transform when\nM > 7 (beyond Rust f64 precision limit). Users should not need to\nknow about optional acceleration libraries - it should just work.",
"is_bot": false,
"headline": "Add gmpy2 as required dependency for ILT acceleration",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T14:37:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6194606cd23738df0bdc9365f0880e40640311eb",
"body": "Windows cibuildwheel failed because gmp-mpfr-sys rejects MSVC targets.\nSwitch to stable-x86_64-pc-windows-gnu toolchain and install MinGW GCC\nvia pre-installed MSYS2, matching the proven ilt-inversion CI config.",
"is_bot": false,
"headline": "Fix Windows CI: use GNU Rust toolchain and MSYS2 for GMP/MPFR build",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T13:59:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "110ade4534ef1d7ea0e2e43283c983f9663bc11a",
"body": "oil_co numerical derivative straddled the SWMH/cofb density formula\nboundary at Pb, causing a 2x step change in Co and an increasing\ntrend below Pb. Add undersaturated_only parameter that uses the\nanalytical cofb correlation (McCain Eq 3.13) at all pressures,\ngiving a smooth continuous curve. BOT now uses this mode, matching\nthe ResToolbox3 app implementation. Regenerate bot.png.",
"is_bot": false,
"headline": "Fix oil_co discontinuity at Pb in BOT, add undersaturated_only mode",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T13:51:22Z",
"body_truncated": false,
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},
{
"oid": "c260ecac438da0aed05810b568b7a211e77ad73b",
"body": null,
"is_bot": false,
"headline": "Switch dependency from gwr_inversion to ilt-inversion",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T13:25:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8e2639be96de9f8d124e4042904bf80ff1729f7",
"body": "… functions",
"is_bot": false,
"headline": "Release 3.1.0: Add Rust/MPFR GWR inverse Laplace transform and Bessel…",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-06T13:17:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33586af3b11c2e7ee62e1724de091e5ac9da5e82",
"body": "Skip all manylinux test steps in CI (scipy cannot build from source\nin manylinux containers due to missing OpenBLAS). Wheels still build\ncorrectly; import test covered by macOS and Windows runners.\n\nRegenerate bot.png to reflect v3.0.5 undersaturated oil compressibility\ndefault — removes the large Co discontinuity at Pb from the old\nsaturated/Perrine definition.",
"is_bot": false,
"headline": "Skip Linux cibuildwheel tests, regenerate bot.png plot",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-05T22:36:08Z",
"body_truncated": false,
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},
{
"oid": "9ce8ff3c79bdd623967ecfb6c8deef76ff120ffd",
"body": "- Remove macos-13 (retired), build ARM-only on macos-14\n- Reduce CIBW_TEST_REQUIRES to numpy only (avoids scipy source build in containers)\n- Drop Python 3.9 (scipy 1.14+ requires 3.10+)\n- Skip tests on cross-compiled architectures (aarch64 on x86, x86_64 on arm)",
"is_bot": false,
"headline": "Fix CI: drop macos-13 runner, reduce test deps, skip cross-arch tests",
"author_name": "Mark W. Burgoyne",
"author_login": "mwburgoyne",
"committed_at": "2026-04-05T22:11:45Z",
"body_truncated": false,
"is_coding_agent": false
},
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"body": "inhibitor_underdosed means the inhibitor TYPE is insufficient (required\nwt% exceeds physical max), not that the applied dose is insufficient.\nUpdated gas.rst attribute table, HydrateResult dataclass docstring, and\nnotebook cell 6a with explicit \"Protected?\" check and explanatory notes.",
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"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~6.1 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 6.1
}
}
],
"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": "excellent",
"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": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 50,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"forks": 19,
"stars": 90,
"watchers": 3,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "90 stars",
"points": 31.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 90
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "19 forks",
"points": 10.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 19
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "3 watchers",
"points": 1.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 3
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (GPL-3.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "GPL-3.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"packages": [
"pyrestoolbox"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 3185
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "3,185 downloads/month across pypi",
"points": 46.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 3185,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 56,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 13,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.995
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 72,
"inputs": {
"merged_prs": 2,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "2/2 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 2,
"decided": 2
}
}
],
"max_points": 38.25
},
{
"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": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"followers": 140,
"owner_type": "User",
"is_verified": null,
"owner_login": "mwburgoyne",
"public_repos": 15,
"account_age_days": 3318
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "140 followers of mwburgoyne",
"points": 15.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 140,
"login": "mwburgoyne"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "15 public repos, account ~9 yr old",
"points": 20.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 15
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pyrestoolbox"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "54 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 54
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 56,
"weight": 0.2,
"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": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 51,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"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": 48,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.8
},
"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 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "24 commit(s) and 0 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": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "3 existing vulnerabilities detected",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 26 resolved dependencies against OSV; 13 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 26
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 13
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 64,
"inputs": {
"source": "osv",
"advisories": 5,
"affected_packages": 1,
"assessed_packages": 26,
"unassessed_packages": 13,
"affected_by_severity": "high 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: pyo3 0.23.5 (high 7.5)",
"points": 14,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "pyo3 0.23.5 (high 7.5)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
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{
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"points": 33.7,
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"details": [
{
"code": "advisories_stale",
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]
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{
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"inputs": {
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"assessed_packages": 26,
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{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
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{
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}
],
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}
]
}
],
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{
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"points": 0,
"status": "missed",
"details": [],
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{
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"points": 35.2,
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{
"code": "legible_history",
"params": {
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"sampled": 100
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"has_tests": true,
"lockfiles": [
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"dependency_bot_commit_share": 0
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"params": {
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"max_points": 18
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{
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"points": 22,
"status": "met",
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"max_points": 22
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
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"points": 0,
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{
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{
"code": "file_list",
"params": {
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{
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{
"code": "agent_authored_commits",
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"max_points": 10
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{
"key": "automated_maintenance",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
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"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
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"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
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"largest_source_bytes": 96833,
"source_files_sampled": 113,
"oversized_source_files": 5
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{
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
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}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"points": 52.6,
"status": "partial",
"details": [
{
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"sampled": 113,
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{
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"note": null,
"notes": [],
"value": 60,
"inputs": {
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"points": 0,
"status": "missed",
"details": [],
"max_points": 40
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{
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"points": 20,
"status": "met",
"details": [],
"max_points": 20
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{
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"points": 40,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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"Could not fetch crates package 'pyrestoolbox-native' from its registry",
"Could not fetch pypi package 'pyrestoolbox-mcp' from its registry",
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],
"report_type": "repository",
"generated_at": "2026-07-25T09:48:07.109714Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mwburgoyne/pyResToolbox.svg",
"full_name": "mwburgoyne/pyResToolbox",
"license_state": "standard",
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}