公开记录存在风险
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 08:49 UTC
coroa / pyam
an open-source Python package for IAM scenario analysis and visualization
coroa/pyam 的健康指数为 100 分中的 43 分，处于「存在风险」区间。 其得分最高的类别是Sustainability & Governance（66/100），最低的是Vitality（17/100）。 最近一次更新在 1250 天前。 近期的大部分工作由 1 位贡献者完成。
43
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。
43
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
Jonas Hörsch个人账户
84 关注者75 个公开仓库始于 2012年10月@open-energy-transition
该仓库由个人账户拥有。相较于组织支持的项目，单一所有者项目的延续性风险更高。
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 |
|---|---|---|---|---|---|
| PyPI | pyam-iamc | 3.4.0 | 71,604 | 42 | 45 天前 |
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？
17
开发活跃度
1危急
评分方式
| 0/36 | 推送新近度 — 最近一次推送于 1,250 天前 |
| 0/36 | 提交节奏 — 52 周中有 0 周有提交 |
| 0/18 | 提交量 — 最近一年 0 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 1,250 |
| active_weeks_last_year | 0 |
发布纪律
40存在风险
评分方式
| 16.2/27 | 有发布版本 — 11 个版本标签（无 GitHub 发布版本） |
| 0/36 | 发布时效 — 最近一次发布版本于 2,106 天前 |
| 19.8/27 | 发布节奏 — 约每 79.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 11 |
| latest_release_tag | v0.8.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 2,106 |
| mean_days_between_releases | 79.6 |
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？
29
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 0 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
25危急
评分方式
| 0/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 否 |
| has_license | 否 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
81良好
评分方式
| 64.7/80 | 月度下载量 — pypi 合计每月 71,604 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 | pyam-iamc |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 71,604 |
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？
66
维护者韧性（巴士系数）
41存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 8.7/22.5 | 提交分布 — 头号贡献者编写了 62% 的提交 |
| 13.5/13.5 | 贡献者广度 — 18 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 9 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 18 |
| top_contributor_share | 0.615 |
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 1/1 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 1 |
| 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
61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 |
| 13.9/25 | 所有者影响力 — coroa 有 84 位关注者 |
| 25/25 | 既往记录 — 75 个公开仓库，账户约 13 年 |
所用输入
| followers | 84 |
| owner_type | User |
| is_verified | — |
| owner_login | coroa |
| public_repos | 75 |
| account_age_days | 5,033 |
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 45 天前 |
| 20/20 | 版本历史 — 42 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 | pyam-iamc |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 45 |
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 — 3 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
| 0/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://pyam-iamc.readthedocs.io/ |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://pyam-iamc.readthedocs.io/ |
| has_readme | 否 |
| has_docs_dir | 是 |
| has_description | 否 |
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？
46
安全态势
33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 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 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 |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.3 |
已排除计分（无数据或不适用）：ci_tests, packaging, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 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 | 90 |
| 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:pyam-iamc@3.4.0 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 90 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？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。
42
AI 代理上下文与指引
40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） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 76 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 | 0.76 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
40存在风险
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, doc/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 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 | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile, doc/Makefile |
| 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
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 |
| 53/55 | 可控的文件大小 — 采样的 54 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 88,171 |
| source_files_sampled | 54 |
| oversized_source_files | 2 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
0GitHub 星标
18贡献者
0最近 12 个月提交数
1,250距最近推送天数
11发布版本数
1巴士系数（bus factor）
0开放议题
PyPI软件包生态系统数
数据采集警告
- Community profile unavailable
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 3.3 / 10
3.3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 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 0
安装 pypi:pyam-iamc@3.4.0 会引入 90 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": [],
"is_fork": true,
"size_kb": 49859,
"has_wiki": true,
"homepage": "https://pyam-iamc.readthedocs.io/",
"languages": {
"TeX": 8955,
"Python": 463980,
"Makefile": 2577,
"Batchfile": 52,
"Jupyter Notebook": 5510
},
"pushed_at": "2023-02-21T19:24:23Z",
"created_at": "2020-10-20T15:05:10Z",
"owner_type": "User",
"updated_at": "2021-03-09T11:39:21Z",
"description": "an open-source Python package for IAM scenario analysis and visualization",
"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": null,
"name": "Jonas Hörsch",
"type": "User",
"login": "coroa",
"company": "@open-energy-transition",
"location": "Siegsdorf, Germany",
"followers": 84,
"avatar_url": "https://avatars.githubusercontent.com/u/2552981?v=4",
"created_at": "2012-10-13T18:16:29Z",
"is_verified": null,
"public_repos": 75,
"account_age_days": 5033
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2020-10-19T07:28:39Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2020-07-08T11:36:40Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2020-06-04T19:51:53Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2020-03-31T08:28:46Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2020-02-11T10:17:58Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2020-01-14T20:28:42Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2019-11-01T14:58:56Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2019-05-10T12:39:34Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2018-11-19T14:50:26Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2018-11-02T13:58:47Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2018-10-24T13:07:51Z"
}
],
"recent_commits": [
{
"oid": "7bcedfaf5cec135ab0f9cb58c310cb694ddf6c7f",
"body": null,
"is_bot": false,
"headline": "Switch to black (#502)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-03-03T08:04:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9218247550916bb009c24655c6ffeeb6d7faa2c7",
"body": null,
"is_bot": false,
"headline": "Implement `order` option in line plot (#499)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-03-02T08:02:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2c050b5316567835dfa45c9a1b226539f41cd0f",
"body": null,
"is_bot": false,
"headline": "Tutorial for integration with R (#483)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-24T09:53:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b07faface58634b53399cf526803d11dcf0aaa4",
"body": null,
"is_bot": false,
"headline": "Read data from the UNFCCC Data Inventory (#497)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-17T17:30:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e7ccc0333dc1989c8d662c1354420ea55abb70d",
"body": null,
"is_bot": false,
"headline": "Quickfix for World Bank data update (#498)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-17T17:27:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a2910be8aa518c7720338664c60e879dc378416",
"body": null,
"is_bot": false,
"headline": "Enable reading non-default scenario versions from IIASA API (#486)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-15T09:57:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "526f6c1b2d8d33175a331b1bd4a7c1b8ce725ec1",
"body": null,
"is_bot": false,
"headline": "Enable loading meta from csv (#496)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-08T16:53:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76c33a51c57a62745af3cee30ea54ff89ea2e3d7",
"body": null,
"is_bot": false,
"headline": "Performance improvements for `rename()` and `convert_unit()` (#494)",
"author_name": "Jonas Hörsch",
"author_login": "coroa",
"committed_at": "2021-02-08T12:12:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d31fdd36f9b1ca6088eadbc01d23857b9fab4ae",
"body": "…ws (#491)",
"is_bot": false,
"headline": "Allow loading meta from file without exclude columns or with empty ro…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-04T10:37:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f5f9a2cf41588353055b602d62bdb596eca12356",
"body": null,
"is_bot": false,
"headline": "Fix stale Codecov integration (#493)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-04T08:38:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "346ca6766583b3b7c2e5aa06f894ee3129d3bd9d",
"body": "…489)",
"is_bot": false,
"headline": "Minor updates to docs & log when reading multiple sheets from xlsx (#…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-03T14:48:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0276759ade078a99e917a4fdee9ca9840841241",
"body": null,
"is_bot": false,
"headline": "Merge branch 'danielhuppmann-io/excel-multiple-sheet'",
"author_name": "Edward Byers",
"author_login": "byersiiasa",
"committed_at": "2021-02-02T11:04:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1bc7d3e465b79d190d748839d2226a402ef3385",
"body": "… sheets are being read in`",
"is_bot": false,
"headline": "edit docstring to include using list for sheetnames, add log on which…",
"author_name": "Edward Byers",
"author_login": "byersiiasa",
"committed_at": "2021-02-02T10:59:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b03e95cf921e99e34ff07d47be45c2b8e862f36c",
"body": null,
"is_bot": false,
"headline": "reinsert default sheet name to `load_meta()´",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-02-02T09:23:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30b69c5a2371b27b207752b62c183cc2cbebbba8",
"body": null,
"is_bot": false,
"headline": "fix the tests",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-27T16:57:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d604d3f9535e4c6aa5d54531fbca1643e563ede",
"body": null,
"is_bot": false,
"headline": "add to release notes",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-27T16:52:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "295f06713f3ced10dd9c7b1c5cf3466c3ac3c11c",
"body": null,
"is_bot": false,
"headline": "update the docs",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-27T16:42:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a266aa5e8a2fb9e04e4aa362be206fcdcff9d059",
"body": null,
"is_bot": false,
"headline": "fix issue in exporting meta to xlsx",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-27T16:39:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fdc0fb0af6bc5ab9180be9ff6f7971c493370a35",
"body": null,
"is_bot": false,
"headline": "change default when reading from xlsx to parse all `data*` sheets",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-27T16:38:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1346b63f13737ae207a77bb737ec56611c71ede",
"body": null,
"is_bot": false,
"headline": "Add docstrings to plotting functions `pyam.plot.<kind>()` (#476)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-25T11:53:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6034aa5151c2cddd436e9b20671b1effe1b93e8b",
"body": null,
"is_bot": false,
"headline": "Enable custom index columns (#481)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-22T09:00:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a46908130be953254f5740667f7a452a82883139",
"body": null,
"is_bot": false,
"headline": "Bugfix for GH Action failing to build the docs due to pandoc (#484)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-19T09:42:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9151156ab9064776aa84ada01a0e0c2843601665",
"body": "…information (#471)",
"is_bot": false,
"headline": "Add an `pyam.iiasa.Connection.properties` function to retrieve audit …",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-11T13:30:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de7644f3540bc2b9b92ff0e12fea6aa0213dd834",
"body": "* add nightly test workflow\r\n\r\n* fix the config\r\n\r\n* add to release notes\r\n\r\n* update the docstrings of the nightly test",
"is_bot": false,
"headline": "Add a nightly test (#477)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-07T11:19:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd229ea01b11b0d98e9bb93086f8f75d76e2eeda",
"body": null,
"is_bot": false,
"headline": "Re-insert `Next release` section in `RELEASE_NOTES.md` after release",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-05T19:53:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a459a35ef62dd661edf9ff3aa5a4045122cd90ba",
"body": null,
"is_bot": false,
"headline": "Release candidate 0.10.0 (#478)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-05T11:06:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edecf3887153e83e2ca40fe95f19b63982bbaf74",
"body": null,
"is_bot": false,
"headline": "Add scatter gallery example (#475)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-05T07:48:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c452d22befd0a8d8453b1353059b4dfba4ce5a8f",
"body": "…#473)",
"is_bot": false,
"headline": "Refactor to plotting API following pandas/matplotlib implementation (…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2021-01-04T11:20:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11849b493295d9d2da3c22e4d134da4be5613a5d",
"body": null,
"is_bot": false,
"headline": "Add a sankey-example to the plotting gallery (#472)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-23T05:33:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5985072e9b41668d07fa9cde2250af26738b9e74",
"body": null,
"is_bot": false,
"headline": "Add `order` args to the `barplot()` function (#470)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-21T10:21:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a7274847a0ba613e7cd95140e976b161a5c34b0",
"body": null,
"is_bot": false,
"headline": "Refactor the GAMS tutorial to use the `gamstransfer` package (#467)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-21T09:12:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e76c91ddba39522e0f43945bc0260d41208a7dc1",
"body": null,
"is_bot": false,
"headline": "Minor cleanup of the Sankey function (#469)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-17T13:03:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5756c4d237056473c19bd0c41b7191307eb15de",
"body": null,
"is_bot": false,
"headline": "Add `order` arg to stackplot (#464)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-17T10:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7470ddd8a1e3ba5968f9a06edfb9cf05e45150a1",
"body": null,
"is_bot": false,
"headline": "Sankey plot (#466)",
"author_name": "Maik Budzinski",
"author_login": "mabudz",
"committed_at": "2020-12-17T09:31:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7a5f4f346ac4327678993db64aa3b91b596daf7",
"body": null,
"is_bot": false,
"headline": "Quickfix for bibeX dependencies and WorldBank data update (#468)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-16T07:12:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13708247655df8c7bc51b732d274e8200b488d1a",
"body": null,
"is_bot": false,
"headline": "Pin xlrd due to failing unit tests after release 2.0 (#465)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-12T06:35:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "032dac425f884dbc382f926ae6a41ca485e4e5c0",
"body": "…(#463)",
"is_bot": false,
"headline": "Clarification of initialization-error message if file does not exist …",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-12-12T06:12:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1c54faba71a88c3dced848cdbff138e149980e7",
"body": null,
"is_bot": false,
"headline": "Re-insert `Next release` section in `RELEASE_NOTES.md` after release",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-28T14:46:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b322d076c3f9e7920b65a91eeca7589773019f2c",
"body": null,
"is_bot": false,
"headline": "Release candidate 0.9.0 (#462)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-28T14:39:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27eee85c17eef6a220bcbf66182e92109dbd1f04",
"body": null,
"is_bot": false,
"headline": "Update of the interpolate feature (#456)",
"author_name": "Matthew Gidden",
"author_login": "gidden",
"committed_at": "2020-11-24T13:34:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42da618f949611e13dfca1094f2b40239a9a34ea",
"body": "* use nicer license badge on docs and in readme\r\n\r\n* remove section \"how to apply the license\" from LICENSE\r\n\r\n* harmonize the copyright year and acknowledge non-IIASA contributors\r\n\r\n* add a line to the release procedure to remember bumbing copyright year\r\n\r\n* add list of authors\r\n\r\n* add page with authors/developers to the docs pages\r\n\r\n* add to-do to PR template\r\n\r\n* add to release notes\r\n\r\n* fix realname of @khaeru",
"is_bot": false,
"headline": "Add list of authors to the repo and the docs (#461)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-24T09:45:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5edfa4a45b77ca37d0e03ccf8ab5a58a737050cd",
"body": null,
"is_bot": false,
"headline": "Add `get_variable_components()` utility function (#459)",
"author_name": "Maik Budzinski",
"author_login": "mabudz",
"committed_at": "2020-11-19T13:09:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b23f76d276ed431d2697c8052f97e64a2c0d9cfd",
"body": null,
"is_bot": false,
"headline": "Enable `Path` as arg (#458)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-18T08:07:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33156c62a95465785d7fc08b80fa3408ebe3eb36",
"body": null,
"is_bot": false,
"headline": "Add `iiasa.set_config` to the API docs and improve docstrings (#447)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-17T06:14:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72138f8d4170670c4592f80361309aab417f9a4e",
"body": null,
"is_bot": false,
"headline": "Enable dimensionless units and fix `info()` (#454)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-16T20:26:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "faebaeb0c9ecf732b378277eae161300d7f83b65",
"body": null,
"is_bot": false,
"headline": "add yaml.FullLoader to `run_control().update()` (#457)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-11-14T06:41:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d58069fcbb4576ac84a28db3b9e23a4f3ad963f",
"body": "…(#451)",
"is_bot": false,
"headline": "Use ordinary pint conversion only if both units are parsable by pint …",
"author_name": "Jonas Hörsch",
"author_login": "coroa",
"committed_at": "2020-11-10T19:04:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1ec71fdb43ac425c30c9ee37c8128fd514b1d9b",
"body": null,
"is_bot": false,
"headline": "Set-up deferred logging with basicConfig (#450)",
"author_name": "Jonas Hörsch",
"author_login": "coroa",
"committed_at": "2020-11-05T15:17:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a569ff23811e9f779aa40e635872f4f6372f496",
"body": null,
"is_bot": false,
"headline": "Use warnings module for deprecation warning (#444)",
"author_name": "Jonas Hörsch",
"author_login": "coroa",
"committed_at": "2020-10-30T05:07:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f071e790de7fdc3ab6a1135e4b31be7f395cff15",
"body": null,
"is_bot": false,
"headline": "Prevent conflicts between attributes and data/meta columns (#445)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-23T05:10:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c08da618ad9c9b3866326f58562a4a69b165cc79",
"body": null,
"is_bot": false,
"headline": "re-insert `Next release` section in `RELEASE_NOTES.md` after release",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-19T07:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6c473bdb3addbce9baeff1e63e516e9cb222eae",
"body": null,
"is_bot": false,
"headline": "Release 0.8.0 (#443)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-19T07:28:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8051d451cd7e9077823508e72fda109fc398c713",
"body": null,
"is_bot": false,
"headline": "Add `boxplot()` visualization feature (#440)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-19T04:46:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20414e9130eb5588d79495ce031c4fc5d180b2fb",
"body": null,
"is_bot": false,
"headline": "Add an `index` attribute to show model-scenario combinations (#438)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-16T11:41:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97f6c76551b44348f5d3e31569859d220559a767",
"body": null,
"is_bot": false,
"headline": "Add attributes to access index dimensions (#432)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-15T11:42:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a0200ca3d80e97146c8026f2cd45042cb2bf942",
"body": null,
"is_bot": false,
"headline": "Clean-up of `convert_unit` docstrings and ixmp intersphinx (#441)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-13T17:16:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "019d67647638b0a0faa5bb89178139e18714842d",
"body": null,
"is_bot": false,
"headline": "Fix for `aggregate_region()` to work with extra-columns (#439)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-13T06:53:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "039b5a883b0fb464154419aee33a58b0f47c861e",
"body": null,
"is_bot": false,
"headline": "Fix return type of validation after data refactoring (#429)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-12T07:40:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "139d3e6a5695289dd8c92f71e2bc884f18c4fccd",
"body": null,
"is_bot": false,
"headline": "Improved test for appending inplace (#437)",
"author_name": "Rlamboll",
"author_login": "Rlamboll",
"committed_at": "2020-10-09T11:24:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "084d8d5dd5607ca940becac805e5d16b425b4452",
"body": null,
"is_bot": false,
"headline": "Rewrite the data-model page in the docs (#433)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-08T06:29:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f3ab091c04bcef1b5ee4b62b98e7598f10e619e",
"body": "… (#436)",
"is_bot": false,
"headline": "Raise an error with appending mismatching timeseries index dimensions…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-08T06:27:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "448425a819acd8a24d08da8077d65e24e08a5b75",
"body": null,
"is_bot": false,
"headline": "Bugfix when replacing index values leads to duplicates (#431)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-10-02T12:34:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "015e8a69f95a20b83dcc302499ad1411114aa539",
"body": null,
"is_bot": false,
"headline": "Add an `info()` function and use in `print(IamDataFrame)` (#427)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-09-23T08:30:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ddc67f732cba32928f283fe5853ee7292a99185d",
"body": null,
"is_bot": false,
"headline": "Refactor internal `data` object to pandas.Series (#420)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-09-15T19:20:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1ed1f8c4f2fb1f0b93b14ce9ed3bc1eb0a9dd4d",
"body": null,
"is_bot": false,
"headline": "Add a tutorial how to read data from GAMS gdx to pyam (#424)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-09-01T18:43:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9761f0fd25c8106d16881d34828030bc1294553d",
"body": null,
"is_bot": false,
"headline": "fix compatibility with pandas v1.1, pin pytest <6.0 (#421)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-08-12T19:29:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15eac310cf6e94f3153c7923002f7f5c102d9dd0",
"body": null,
"is_bot": false,
"headline": "Read data from World Bank Open Data Catalogue as IamDataFrame (#418)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-08-07T15:15:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "337b16808f9be48222d177848d4d60a81ae51194",
"body": "… (#416)",
"is_bot": false,
"headline": "Include `meta` in new IamDataFrames returned by aggregation functions…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-27T12:53:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ada621f86ebf5de3381fb9aaecda67c73a7f8d83",
"body": null,
"is_bot": false,
"headline": "Add highlights to release notes (#415)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-08T11:36:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f1a0e854afd5c9a2d42f498312ec44d2b67687c",
"body": null,
"is_bot": false,
"headline": "Refactor IIASA-connection-API and rework all related tests (#413)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-08T05:23:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcf82931379ad58d8928a2d4ba6c01dab7261570",
"body": "…on()` (#411)",
"is_bot": false,
"headline": "Add a feature to pass an explicit weight dataframe to `downscale_regi…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-08T04:52:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "911dcd4bbc7a8e8d4a91d3cb8c77ffea389252d2",
"body": null,
"is_bot": false,
"headline": "Add building the docs to GitHub Actions CI and update RTD config (#412)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-03T06:53:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68856a367cb282f3727d232cafec5e5ea971dd9e",
"body": null,
"is_bot": false,
"headline": "Add ability for recursive aggregation along the variable tree (#405)",
"author_name": "Thorsten Burandt",
"author_login": "tburandt",
"committed_at": "2020-07-02T15:07:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d5bc4af5cb426fed11c9a93263c23e041363142",
"body": null,
"is_bot": false,
"headline": "Remove travis and appveyor CI config (#409)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-02T05:05:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ac970881a47cfd6fd613d6b98210e07b1a797d1",
"body": null,
"is_bot": false,
"headline": "Read iiasa-creds by default from known location (#401)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-07-01T06:57:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "509923c5889f9534d64655c9fde5ef3df14f293c",
"body": "… to `meta` (#402)",
"is_bot": false,
"headline": "Refactor `as_pandas`, clean-up of docstrings and log messages related…",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-30T19:02:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ff834f5752661e3bdf7a6a59b2cd973013f3ab3",
"body": null,
"is_bot": false,
"headline": "Enable casting to IamDataFrame multiple times (#396)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-29T17:21:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a25b29c9275ecffc20ccb9f41d2b5ec78ed9d93",
"body": null,
"is_bot": false,
"headline": "Add dependencies to run tutorial tests on GitHub Action CI (#410)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-29T11:21:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "824ce31fa9aa8f7fe9326f35ef8461ed9082e173",
"body": null,
"is_bot": false,
"headline": "Update badges on RTD and add to README (#408)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-27T10:46:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba4eb79360c781dda3fbf3b1df1b5feeac51a250",
"body": null,
"is_bot": false,
"headline": "Add codecov to Github Action CI (#407)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-26T16:55:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38965537d82b90e482fc70222e9bea2b9d093a9e",
"body": null,
"is_bot": false,
"headline": "Rearrange tests, skip IIASA-API tests if unavailable (#406)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-26T15:01:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "302e7a158adaaa0633880173493c78da76e20da3",
"body": null,
"is_bot": false,
"headline": "Fix linter issues and warnings for py3.8 (#399)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-22T16:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a7931f4fd983c462deba8654e82c5c0f7d520d9",
"body": "* add Github actions config file\r\n\r\n* add to release notes\r\n\r\n* separate pytest file into two workflow configs\r\n\r\n* add a missing `#` in workflow config\r\n\r\n* change names of pytest",
"is_bot": false,
"headline": "Switch ci to github Actions (#394)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-14T18:17:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "808294bed25c6d9e2b0af8176fbebb9c9773a56f",
"body": null,
"is_bot": false,
"headline": "Fix importing ABC from collections in Python 3. (#393)",
"author_name": "Karthikeyan Singaravelan",
"author_login": "tirkarthi",
"committed_at": "2020-06-10T14:05:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8145740a31b60399dc00b3fed873f900dfe20955",
"body": "* add py3.8 to ci\r\n\r\n* adding potential fix for scatter plots\r\n\r\n* remove pin to matplotlib 3.0.2\r\n\r\n* implement similar change for scatter-plot with lines\r\n\r\n* update all test figures\r\n\r\n* try installing matplotlib from conda (not conda-forge)\r\n\r\n* deactivate tests with py38 due to conda-env confli\n[…]\nmpl-test by default\r\n\r\n* remove skipping depending on freetype version\r\n\r\n* change recipe name to `test-with-mpl`\r\n\r\n* add to release notes\r\n\r\nCo-authored-by: Matthew Gidden <matthew.gidden@gmail.com>",
"is_bot": false,
"headline": "Add compatibility with latest matplotlib and py3.8 (#380)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-10T13:08:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0b1de5892e76e5ca41cbf4d4f0c3bf9558c22e58",
"body": null,
"is_bot": false,
"headline": "Re-insert `Next release` section in `RELEASE_NOTES.md` after release",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-04T20:19:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c88f2c0a7ea774794230948af9392043221edbe",
"body": null,
"is_bot": false,
"headline": "Release candidate 0.6.0 (#389)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-04T19:51:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ddca07e578ff588a6b7d056bd3949da6af7fff61",
"body": null,
"is_bot": false,
"headline": "Update IAMC logo and website url (#388)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-04T10:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37687382dfe1a4217940396d2ad5247f5c883377",
"body": null,
"is_bot": false,
"headline": "Re-insert `openpyxl` as explicit dependency on RTD",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-03T11:38:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea481eff7110045f0ec1452229e1414aeb71e275",
"body": null,
"is_bot": false,
"headline": "Add documentation for the pyam.iiasa.Connection class (#384)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-03T10:46:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbee76d15182f8d1728c7ab6ff1aacd03a960c31",
"body": null,
"is_bot": false,
"headline": "Clean-up of Excel-io utils (#382)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-06-03T08:55:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2101cfe56f25ba59303b090a162af0975c743f9a",
"body": null,
"is_bot": false,
"headline": "Removed equiv before performing unit conversion (#386)",
"author_name": "Rlamboll",
"author_login": "Rlamboll",
"committed_at": "2020-06-01T05:33:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef2f69aba9cebe0c0d953fdc55debf0d44e66861",
"body": "* squash-commit after rebase\r\n\r\n* fix rebase-issues\r\n\r\n* update docstrings\r\n\r\n* add to release notes\r\n\r\nCo-authored-by: Matthew Gidden <matthew.gidden@gmail.com>",
"is_bot": false,
"headline": "Add feature to aggregate timeseries at sub-annual time resolution (#322)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-05-11T16:27:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e1393e049e07f2124cd0e103b09165ff87b4ba5",
"body": "* fix the joss badge\r\n\r\n* add legends tutorial to docs\r\n\r\n* simplify link from io-docs to tutorial\r\n\r\n* harmonize title (not capitalized), split first cell in two for better display\r\n\r\n* add section in io-docs page about rest-api connection\r\n\r\n* remove unnecessary dependencies from sphinx",
"is_bot": false,
"headline": "Docs/minor fixes (#372)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-05-11T14:42:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62a8ca4e2248f62e3d7cef119e968040f9f7c4d2",
"body": "* add head of duplicate rows to raised error\r\n\r\n* add a test for extended error message\r\n\r\n* add to release notes\r\n\r\n* write error message also to logger\r\n\r\n* move extended error message to own function, apply also to empty cells\r\n\r\n* appease stickler",
"is_bot": false,
"headline": "Show head of duplicate rows in error message (#373)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-05-11T14:41:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c4c9b0f09c09db7ad74cc99d222f83883369f7c",
"body": "* Rename filter payload attribute to timeslices\r\n\r\n- add logging to filter elements counts\r\n\r\n* Fix tests",
"is_bot": false,
"headline": "Rename IIASA-rest-api filter payload attribute to timeslices (#359)",
"author_name": "Nikolay Kushin",
"author_login": "zikolach",
"committed_at": "2020-05-07T12:42:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "063875bdb73f270d37b829c4c58ac7ec4e17ac53",
"body": "…ch (#369)",
"is_bot": false,
"headline": "Handle context=None in convert_unit when input/output GHG species mat…",
"author_name": "Paul Natsuo Kishimoto",
"author_login": "khaeru",
"committed_at": "2020-04-22T20:31:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b64263b3558c2f22581e99d283c5ca932acfa60d",
"body": "* Tests and code added\r\n\r\n* Added documentation\r\n\r\n* Appease stickler\r\n\r\n* Fixing for review comments\r\n\r\nCo-authored-by: Lamboll <rlamboll@ic.ac.uk>",
"is_bot": false,
"headline": "Make filter work for np 64 format years/dates (#370)",
"author_name": "Rlamboll",
"author_login": "Rlamboll",
"committed_at": "2020-04-21T16:46:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ead13e1f40121a580714f3293c6195b59919d87",
"body": null,
"is_bot": false,
"headline": "Use iam_units.convert_gwp (#361)",
"author_name": "Paul Natsuo Kishimoto",
"author_login": "khaeru",
"committed_at": "2020-04-14T10:44:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13a52862e6657df689acf2b163024fabdae243ed",
"body": null,
"is_bot": false,
"headline": "add try-except for importing readme when building the docs (#364)",
"author_name": "Daniel Huppmann",
"author_login": "danielhuppmann",
"committed_at": "2020-04-11T13:45:58Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 11,
"commits_last_year": 0,
"latest_release_at": "2020-10-19T07:28:39Z",
"latest_release_tag": "v0.8.0",
"releases_from_tags": true,
"days_since_last_push": 1250,
"active_weeks_last_year": 0,
"days_since_latest_release": 2106,
"mean_days_between_releases": 79.6
},
"community": {
"has_readme": false,
"has_license": false,
"has_description": false,
"has_contributing": false,
"health_percentage": null,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "pyam-iamc",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"Natural Language :: English",
"Programming Language :: Python",
"Topic :: Scientific/Engineering"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/pyam-iamc/",
"is_deprecated": false,
"latest_version": "3.4.0",
"repository_url": null,
"versions_count": 42,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 71604,
"first_published_at": "2018-10-24T13:07:49.580858Z",
"latest_published_at": "2026-06-10T15:49:18.429353Z",
"latest_version_yanked": null,
"days_since_latest_publish": 45
}
]
},
"popularity": {
"forks": 0,
"stars": 0,
"watchers": 0,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": {
"days": [],
"complete": true,
"collected": 0,
"total_stars": 0,
"collected_at": null
},
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile",
"doc/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 88171,
"source_files_sampled": 54,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 90,
"malicious_count": 0,
"assessed_package": "pypi:pyam-iamc@3.4.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 1,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "danielhuppmann",
"commits": 260,
"avatar_url": "https://avatars.githubusercontent.com/u/16931589?v=4"
},
{
"type": "User",
"login": "gidden",
"commits": 110,
"avatar_url": "https://avatars.githubusercontent.com/u/1392657?v=4"
},
{
"type": "User",
"login": "znicholls",
"commits": 19,
"avatar_url": "https://avatars.githubusercontent.com/u/23625371?v=4"
},
{
"type": "User",
"login": "zikolach",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/79057?v=4"
},
{
"type": "User",
"login": "Rlamboll",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/9784227?v=4"
},
{
"type": "User",
"login": "OFR-IIASA",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/20972550?v=4"
},
{
"type": "User",
"login": "coroa",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/2552981?v=4"
},
{
"type": "User",
"login": "byersiiasa",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/17701232?v=4"
},
{
"type": "User",
"login": "mabudz",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/56820857?v=4"
},
{
"type": "User",
"login": "khaeru",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/1634164?v=4"
}
],
"contributors_sampled": 18,
"top_contributor_share": 0.615
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"build-docs.yml",
"nightly.yml",
"pytest.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": 10,
"reason": "project has 9 contributing companies or organizations",
"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": 0,
"reason": "no 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": 0,
"reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not 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": 0,
"reason": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not 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": "7bcedfaf5cec135ab0f9cb58c310cb694ddf6c7f",
"ran_at": "2026-07-26T08:48:58Z",
"aggregate_score": 3.3,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": null,
"oldest_open_prs": [],
"last_merged_pr_at": "2021-03-12T22:34:31Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/coroa/pyam",
"host": "github.com",
"name": "pyam",
"owner": "coroa"
},
"metrics": {
"overall": {
"key": "overall",
"band": "at_risk",
"name": "Overall health",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"security": 46,
"vitality": 17,
"community": 29,
"governance": 66,
"engineering": 56
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "critical",
"name": "Vitality",
"value": 17,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"commits_last_year": 0,
"human_commit_share": 1,
"days_since_last_push": 1250,
"active_weeks_last_year": 0
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1250 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "push_recency",
"params": {
"days": 1250
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "0/52 weeks with commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 0
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "0 commits in the last year",
"points": 0,
"status": "missed",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 0
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "at_risk",
"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": 40,
"inputs": {
"releases_count": 11,
"latest_release_tag": "v0.8.0",
"releases_from_tags": true,
"days_since_latest_release": 2106,
"mean_days_between_releases": 79.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "11 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 11
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 2106 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "release_recency",
"params": {
"days": 2106
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~79.6 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 79.6
}
}
],
"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": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "dormant",
"guards": [
"no_open_demand",
"dependencies_clean"
],
"signals": [
"release_stall",
"scorecard_unmaintained"
],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": 0,
"unanswered_open_issues": 0,
"days_since_last_merged_pr": 1961,
"days_since_last_human_commit": 1971,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "no human commit for 1971 days, with nothing left unanswered; held at dormant by nothing open to answer, no affected dependency",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_quiet",
"params": {
"days": 1971
}
},
{
"code": "abandonment_guarded",
"params": {
"guards": "nothing open to answer, no affected dependency"
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 29,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 0,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "0 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 0
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"has_readme": false,
"has_license": false,
"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": 0,
"status": "missed",
"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": 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": "good",
"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": 81,
"inputs": {
"packages": [
"pyam-iamc"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 71604
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "71,604 downloads/month across pypi",
"points": 64.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 71604,
"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": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 18,
"top_contributor_share": 0.615
},
"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 62% of commits",
"points": 8.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 62
}
}
],
"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 9 contributing companies or organizations",
"points": 10,
"status": "met",
"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": 1,
"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": "1/1 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1,
"decided": 1
}
}
],
"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": 61,
"inputs": {
"followers": 84,
"owner_type": "User",
"is_verified": null,
"owner_login": "coroa",
"public_repos": 75,
"account_age_days": 5033
},
"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": "84 followers of coroa",
"points": 13.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 84,
"login": "coroa"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "75 public repos, account ~13 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 75
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pyam-iamc"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 45
},
"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 45 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 45
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "42 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 42
}
}
],
"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": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": "https://pyam-iamc.readthedocs.io/",
"has_readme": false,
"has_docs_dir": true,
"has_description": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"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://pyam-iamc.readthedocs.io/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"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": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 33,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.3
},
"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 9 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "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": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pyam-iamc@3.4.0 runtime dependency closure — what installing the published package pulls in — 90 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:pyam-iamc@3.4.0",
"assessed": 90
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 90,
"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": "excellent",
"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": 90,
"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": "excellent",
"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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 19
},
"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": "at_risk",
"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.76,
"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": "76 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 76,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"doc/Makefile"
],
"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": "Makefile, doc/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, doc/Makefile"
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"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": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 88171,
"source_files_sampled": 54,
"oversized_source_files": 2
},
"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": "2/54 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 54,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Community profile unavailable",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T08:49:11.613656Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/coroa/pyam.svg",
"full_name": "coroa/pyam",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}