公开记录中等
软件健康报告模式 0.31.0 · 指标 2.5.0 · 2026-08-05 08:59 UTC
PixelgenTechnologies / pixelatorES
Generate interactive HTML summaries, quality control metrics, and data visualizations for multi-sample Proxiome experiments.
PixelgenTechnologies/pixelatorES 的健康指数为 100 分中的 62 分，处于「中等」区间。 其得分最高的类别是Vitality（92/100），最低的是Community & Adoption（27/100）。 最近一次更新在 6 天前。 近期的大部分工作由 1 位贡献者完成。
62
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。
62
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 58 经校准后在公布的指数量表上为 62（记录校准 2026-08-02）。
所有权
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
92
开发活跃度
87优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 6 天前 |
| 22.8/36 | 提交节奏 — 52 周中有 33 周有提交 |
| 18/18 | 提交量 — 最近一年 637 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 637 |
| human_commit_share | 0.98 |
| days_since_last_push | 6 |
| active_weeks_last_year | 33 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 35 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 6 天前 |
| 27/27 | 发布节奏 — 约每 8.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 35 |
| latest_release_tag | v0.11.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 6 |
| mean_days_between_releases | 8.5 |
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？
27
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 1 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 0 |
| stars | 1 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
57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-2.0） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 0 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
57
维护者韧性（巴士系数）
31存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.4/22.5 | 提交分布 — 头号贡献者编写了 89% 的提交 |
| 9.5/13.5 | 贡献者广度 — 7 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0.894 |
议题与 PR 响应能力
84优秀
评分方式
| 0/42 | 议题解决 — 没有议题或无数据 |
| 29/30 | PR 接受 — 已裁定的 PR 中 88/91 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 9/15 | OpenSSF Scorecard：Code-Review — Found 3/5 approved changesets -- score normalized to 6 |
所用输入
| merged_prs | 88 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | 1 |
| prs_decided_7d | 1 |
| prs_merged_30d | 2 |
| prs_decided_30d | 2 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 3 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
已排除计分（无数据或不适用）：议题解决, newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
60中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 10.3/25 | 所有者影响力 — PixelgenTechnologies 有 26 位关注者 |
| 20.2/25 | 既往记录 — 14 个公开仓库，账户约 5 年 |
所用输入
| followers | 26 |
| owner_type | Organization |
| is_verified | — |
| owner_login | PixelgenTechnologies |
| public_repos | 14 |
| account_age_days | 2,118 |
工程质量
基础的工程与文档实践是否到位？
61
工程实践
68良好
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
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？
53
安全态势
53中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 3/5 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.3 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
30
AI 代理上下文与指引
40薄弱
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 — 98 次人类提交中有 85 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 | 0.867 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
验证循环（构建 / 测试 / 类型检查）
34存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile |
| 2/10 | 已体现的代理实践 — 最近 100 次提交中有 1 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 | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
1危急
评分方式
| 0/45 | 可类型检查的代码 — R，未配置类型检查 |
| 0/55 | 可控的文件大小 — 未检测到源文件 |
所用输入
| primary_language | R |
| largest_source_bytes | — |
| source_files_sampled | 0 |
| oversized_source_files | 0 |
已排除计分（无数据或不适用）：可控的文件大小。 其余权重已重新归一化。
关键数据
1GitHub 星标
7贡献者
637最近 12 个月提交数
6距最近推送天数
35发布版本数
1巴士系数（bus factor）
0开放议题
—软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 5.3 / 10
5.3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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 4 out of 4 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 3/5 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 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
原始 JSON 报告 机器可读
{
"data": {
"icon": {
"bytes": 37791,
"width": 256,
"height": 256,
"rejected": [],
"collected": true,
"media_type": "image/png",
"source_url": "https://avatars.githubusercontent.com/u/73003367?v=4&s=256",
"source_type": "avatar",
"content_hash": "875d5616ebefc312a33c3cc7961953e71b7d4e0e7e4bc98fa78cc11d46fc5830",
"candidates_considered": 1
},
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 42784,
"has_wiki": true,
"homepage": null,
"languages": {
"R": 306891,
"CSS": 1851,
"HTML": 9333,
"Shell": 3536,
"Dockerfile": 1363
},
"pushed_at": "2026-07-29T12:38:08Z",
"created_at": "2025-07-22T07:57:36Z",
"owner_type": "Organization",
"updated_at": "2026-07-29T12:38:13Z",
"description": "Generate interactive HTML summaries, quality control metrics, and data visualizations for multi-sample Proxiome experiments.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "GPL-2.0",
"default_branch": "main",
"license_spdx_raw": "GPL-2.0",
"primary_language": "R",
"significant_languages": [
"R"
]
},
"owner": {
"blog": null,
"name": "Pixelgen Technologies",
"type": "Organization",
"login": "PixelgenTechnologies",
"company": null,
"location": "Stockholm, Sweden",
"followers": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/73003367?v=4",
"created_at": "2020-10-16T23:05:42Z",
"is_verified": null,
"public_repos": 14,
"account_age_days": 2118
},
"license": {
"state": "standard",
"spdx_id": "GPL-2.0",
"raw_spdx": "GPL-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.11.5",
"kind": "patch",
"published_at": "2026-07-29T12:38:08Z"
},
{
"tag": "v0.11.4",
"kind": "patch",
"published_at": "2026-07-21T14:32:08Z"
},
{
"tag": "v0.11.3",
"kind": "patch",
"published_at": "2026-06-24T07:19:10Z"
},
{
"tag": "v0.11.2",
"kind": "patch",
"published_at": "2026-06-15T13:44:36Z"
},
{
"tag": "v0.11.1",
"kind": "patch",
"published_at": "2026-06-09T14:03:31Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-06-09T07:10:11Z"
},
{
"tag": "v0.10.5",
"kind": "patch",
"published_at": "2026-05-26T09:29:14Z"
},
{
"tag": "v0.10.4",
"kind": "patch",
"published_at": "2026-05-19T14:10:25Z"
},
{
"tag": "v0.10.3",
"kind": "patch",
"published_at": "2026-05-18T15:26:27Z"
},
{
"tag": "v0.10.2",
"kind": "patch",
"published_at": "2026-05-13T14:45:44Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-05-13T10:42:24Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-05-12T09:23:10Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2026-05-11T08:53:50Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2026-04-30T16:04:52Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-04-28T14:21:41Z"
},
{
"tag": "v0.8.6",
"kind": "patch",
"published_at": "2026-03-23T15:09:19Z"
},
{
"tag": "v0.8.5",
"kind": "patch",
"published_at": "2026-03-18T15:10:03Z"
},
{
"tag": "v0.8.4",
"kind": "patch",
"published_at": "2026-03-09T10:47:44Z"
},
{
"tag": "v0.8.3",
"kind": "patch",
"published_at": "2026-03-06T14:41:27Z"
},
{
"tag": "v0.8.2",
"kind": "patch",
"published_at": "2026-03-05T13:41:20Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2026-03-05T12:56:30Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-03-05T08:47:29Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-01-20T18:23:35Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2025-12-01T08:46:17Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2025-09-26T07:52:36Z"
},
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2025-09-19T13:56:27Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2025-09-05T12:36:55Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2025-08-26T15:12:44Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2025-08-21T13:33:46Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2025-08-21T09:53:17Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2025-08-18T13:56:31Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2025-08-11T15:45:03Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-08-08T09:32:08Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-08-07T08:05:19Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2025-08-04T14:43:34Z"
}
],
"recent_commits": [
{
"oid": "b7a50e99d7325f437bfcd9008ba2ae05f1f563e1",
"body": "Updated docker run script",
"is_bot": false,
"headline": "Merge pull request #91 from PixelgenTechnologies/pna-3123",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:37:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0660702ade9bd1354c7cbdfafa26a434e924bf5e",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into pna-3123",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:26:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b8b03a447800fcd64bd68018b642e1da48e4e2d",
"body": null,
"is_bot": false,
"headline": "chore: bump version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:25:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9eb43fea77d53893f8bb82a8e87c54449d3330ba",
"body": null,
"is_bot": false,
"headline": "chore: bump version and changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:24:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1bfe69676dc607c3ba09feb17899dbfa7bf8525",
"body": null,
"is_bot": true,
"headline": "test: add regression test for undetermined entries in get_qc_metrics",
"author_name": "copilot-swe-agent[bot]",
"author_login": "Copilot",
"committed_at": "2026-07-29T12:24:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46f7090edfe98f19588b76d162532b712b4b63c8",
"body": null,
"is_bot": false,
"headline": "fix: review comments",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:24:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c5ea7f06654f5cac42071068cc5fce5003b294b6",
"body": null,
"is_bot": false,
"headline": "fix: undetermined bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:24:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb3d70f3a2b2eacd73c8959cb4d5d5dbddba9253",
"body": null,
"is_bot": false,
"headline": "chore: bump version and changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T12:22:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae3b9fe7fc7d9891fcc669b99bceccd1e7ad5186",
"body": null,
"is_bot": false,
"headline": "fix: resolve outdir that doesn't exist yet",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T11:59:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "451ffc2802f577b8e6df79acf9d8b050423f14ee",
"body": null,
"is_bot": false,
"headline": "fix: tolerate empty QUARTO_PARAMS",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-29T11:42:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cedddd48314bbd49ebed1b7de664a1daa3e647fe",
"body": "fix: undetermined bug",
"is_bot": false,
"headline": "Merge pull request #92 from PixelgenTechnologies/fix-undetermined-bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-21T14:31:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b6679dea9022db761f87b69e59ee28be3790f6",
"body": null,
"is_bot": true,
"headline": "test: add regression test for undetermined entries in get_qc_metrics",
"author_name": "copilot-swe-agent[bot]",
"author_login": "Copilot",
"committed_at": "2026-07-21T13:58:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a81b40bac80f5d9b1f0fc1fbf4333aedf63e105",
"body": null,
"is_bot": false,
"headline": "fix: review comments",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-21T13:51:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "628eb90a299ca3995e40eb2e610c25caa3e10203",
"body": null,
"is_bot": false,
"headline": "fix: undetermined bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-07-21T13:32:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d69672a040f580b0fa257229766e1122fdd872b",
"body": null,
"is_bot": false,
"headline": "Updated docker run script",
"author_name": "ludvigla",
"author_login": "ludvigla",
"committed_at": "2026-07-03T13:57:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42b794d18176af5f43a5756c1b3274388a754783",
"body": "Fix denoise bug",
"is_bot": false,
"headline": "Merge pull request #90 from PixelgenTechnologies/fix-denoise-bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-24T07:18:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69fc605bbe420544dffb57204451dbda94caef30",
"body": null,
"is_bot": false,
"headline": "fix: remove changelog bloat",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T16:00:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "486fd7770eb68d0c51c09c0c08cc140f65de0342",
"body": null,
"is_bot": false,
"headline": "chore: bump version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T15:59:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3be1d061dc053b4093e9f25804024ef4fc081a75",
"body": null,
"is_bot": false,
"headline": "fix: pass widget id not raw element",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T15:42:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f31951429b7fd4289ade00b0475a882495768256",
"body": null,
"is_bot": false,
"headline": "fix: navigate to top of plot",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T15:41:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f9aca6673b1e84473523138ef33864356fc5c8b",
"body": null,
"is_bot": false,
"headline": "chore: changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T15:23:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b45418288f6d165bd4f1dd0aecf94b52b5e7e165",
"body": null,
"is_bot": false,
"headline": "feat: link navigation",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T15:21:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5df1ae1f0d27572b0e5bae3988ee43b70203872",
"body": null,
"is_bot": false,
"headline": "feat: updated custom html",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T14:18:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f5c1ce2ad371152a849299e44653647a4b77b8e4",
"body": null,
"is_bot": false,
"headline": "fix: isotype reduction bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-23T14:16:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "452190ceb7fc3549d5dbb0cc844e9dbd28de6db0",
"body": null,
"is_bot": false,
"headline": "chore: trigger CI rebuild for pixelatorR fix",
"author_name": "ludvigla",
"author_login": "ludvigla",
"committed_at": "2026-06-23T08:16:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce3199781fd00724f6c1f8fa8ad0770806cc9255",
"body": "…-counts-and-markers-in-downsample\n\nAllow fewer cell counts and markers in downsample",
"is_bot": false,
"headline": "Merge pull request #89 from PixelgenTechnologies/fix/allow-fewer-cell…",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-18T12:50:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92e8ccdc13af30e600208d39ed4cc3ea3f925e1d",
"body": null,
"is_bot": false,
"headline": "chore: changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-18T12:50:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a974cbf148fa486710e8806ed6c035a54cfa76b",
"body": null,
"is_bot": false,
"headline": "fix: final touches",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-18T07:43:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9416d0ace6a6f33584d9e64682bfbe966fde0016",
"body": null,
"is_bot": false,
"headline": "simplify and fix linting.",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:30:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40f1a4aefe5588c444850b8fa9bad1f5ebf520a2",
"body": null,
"is_bot": false,
"headline": "fix dplyr import",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:25:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "440d8db8cea3615bba71317ba85d03578db53682",
"body": null,
"is_bot": false,
"headline": "applying comments from the PR review.",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:22:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9ef620cb0e64a3da576a633711570f2e18834f8e",
"body": null,
"is_bot": false,
"headline": "use layer instead of deprecated slot in GetAssayData",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:13:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8639d5aec8f8a054908926ccd28002a788f80f07",
"body": null,
"is_bot": false,
"headline": "fixing documentation",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:13:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8bd0e8886b7fdfdd059965895bdaa473559e333",
"body": null,
"is_bot": false,
"headline": "adding tests",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T15:12:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8dbc57693f1467ed567f895dc448b1d274b5af39",
"body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "Apply suggestions from code review",
"author_name": "Pouria Tajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T14:56:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d582e3a98cc503b708d48e32edc50c8d79428654",
"body": "…ero.",
"is_bot": false,
"headline": "disable downsampling markers when a component's total count becomes z…",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T14:37:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e63726700028bce0aa29041be77870e64556bd68",
"body": null,
"is_bot": false,
"headline": "allow fewer cell counts and markers in downsample",
"author_name": "ptajvar",
"author_login": "ptajvar",
"committed_at": "2026-06-17T14:13:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39f46a57bcde5369b34f7d3cc2bdaaca88748282",
"body": "fix: bump version",
"is_bot": false,
"headline": "Merge pull request #88 from PixelgenTechnologies/fresh-hash-enrichment",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T13:44:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e320f359eb5680e3a39a2b5f7bcd3110bcb8fe4e",
"body": null,
"is_bot": false,
"headline": "fix: bump version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T13:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1c85bf99919d2bb74b7d283fa77bd612e5a9fd2",
"body": "feat: hashing enrichment",
"is_bot": false,
"headline": "Merge pull request #87 from PixelgenTechnologies/fresh-hash-enrichment",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T13:42:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f9c2a35b751fa3fcc7bda2edd00e3ab16a4eac8",
"body": null,
"is_bot": false,
"headline": "fix: review comments",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T11:49:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e108ce1cdb0b84d65540fddf754ebcc8ce043ed",
"body": null,
"is_bot": false,
"headline": "docs: update",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T11:41:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69c691c3f5e3f94a4b56d0151d3901af91db8d5b",
"body": null,
"is_bot": false,
"headline": "fix: plot titles",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T11:21:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc5782a6404650e89ebdf5b881952ab64ffd22a0",
"body": null,
"is_bot": false,
"headline": "refactor: harmony is no longer an option",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T10:01:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4adddedba842c9b8eefdbd935d8fd56e0b49efb",
"body": null,
"is_bot": false,
"headline": "chore: changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T09:58:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e26972b3c940a7d4478b2a056688dc6b4c379380",
"body": null,
"is_bot": false,
"headline": "feat: hashing enrichment",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T09:55:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f569cdd2f17bd2ff694051c87f240a77f3e8c59",
"body": "This reverts commit 31ceaff7625ae6ae5808169ca0fa3cf78a373a7b.",
"is_bot": false,
"headline": "Revert \"feat: hash enrichment\"",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T09:04:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "31ceaff7625ae6ae5808169ca0fa3cf78a373a7b",
"body": null,
"is_bot": false,
"headline": "feat: hash enrichment",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-15T09:01:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc0c39d820f8dd083dd132568409c7ee2de34e94",
"body": "Read samplesheet extend",
"is_bot": false,
"headline": "Merge pull request #85 from PixelgenTechnologies/read-samplesheet-extend",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T14:02:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48498f885e0f84e83b7729bf68bc2dcd50fa7f9a",
"body": null,
"is_bot": false,
"headline": "fix: left over argument",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T13:02:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcd5dbeededba19af6b175a2844f21ae44d57b78",
"body": null,
"is_bot": false,
"headline": "docs: updated",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T13:00:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b26622ed5b5d140cccc29a69058e65688decce90",
"body": null,
"is_bot": false,
"headline": "chore: bumped version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T12:57:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ccbc59feda5e8980171a4b9e23a5cbb98fdd5360",
"body": null,
"is_bot": false,
"headline": "fix: verboser read samplesheet output",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T12:56:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d56d2d00e0b98c22e09dc1745ff1b1340483bc8e",
"body": "chore: lock pixelatorR 0.18.0",
"is_bot": false,
"headline": "Merge pull request #84 from PixelgenTechnologies/denoise-metrics",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T07:19:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "94891eeb707a2b23540323fbe23e4abe541124ad",
"body": null,
"is_bot": false,
"headline": "chore: update dependency",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T07:17:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a33b7328dcb443bdf0f4c5f25815902587c47256",
"body": null,
"is_bot": false,
"headline": "chore: lock pixelatorR 0.18.0",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T07:15:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e9024e06e4ad5d56a0c7cbca2411bc06cd10415",
"body": "Denoise metrics, updated violins and dev docs",
"is_bot": false,
"headline": "Merge pull request #83 from PixelgenTechnologies/denoise-metrics",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T07:09:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "441830b167ce23eef001c71f57685a6a7e6f646d",
"body": null,
"is_bot": false,
"headline": "fix: review comments",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-09T07:08:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6a214b406f47ab40df17d925afccb4273ee6b93",
"body": null,
"is_bot": false,
"headline": "fix: better denoise method names",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T15:52:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c53d85be865590f640cc9d39ca91719293603e9a",
"body": null,
"is_bot": false,
"headline": "docs: update docs",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T15:25:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91da0ab3f773e54a9d8433589f995cd470a66c39",
"body": null,
"is_bot": false,
"headline": "fix: review comments",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T15:17:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c706a3f46fd8e36f46ba9de936931d481902a545",
"body": null,
"is_bot": false,
"headline": "fix: use colon separator in prox anova",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T14:53:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38ec931388f3143c8c2c652b8b471bde14016bb8",
"body": null,
"is_bot": false,
"headline": "style: linting",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T14:47:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1b46e0856dfa8081523cacdba511d8308462d50",
"body": null,
"is_bot": false,
"headline": "fix: hash qc data error",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T14:45:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3dcbb86ef0eab86e3540c034834cf8c45b25bb1c",
"body": null,
"is_bot": false,
"headline": "fix: always display all cell types",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T14:22:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "015d7078c9aa7518a5b4ebeeb256f818ab19b87d",
"body": null,
"is_bot": false,
"headline": "feat: quasirandom violins",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T14:20:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "daddcaacb94fd91198f5acf0f6d28f97546b7969",
"body": null,
"is_bot": false,
"headline": "docs: less verbose dev docs",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:49:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e9767f265c6d9c7ee71f7dbc1fee5e2f682d5ac",
"body": null,
"is_bot": false,
"headline": "chore:bump version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:41:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39bec2a2febb19709eb21046b4ea7f98b289ac86",
"body": null,
"is_bot": false,
"headline": "refactor: move content",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:41:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e365b81ef44e2c3b86a155a6bc15e61564ab63e",
"body": null,
"is_bot": false,
"headline": "fix: global binding",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:28:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db7eb2dd19a77d043beb7256caf29b3bd3ef009f",
"body": null,
"is_bot": false,
"headline": "fix: restore master qmd",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:27:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14e25882a333edb1375caf98a6ff2df2495aaaa3",
"body": null,
"is_bot": false,
"headline": "feat: denoise content",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:15:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1a01f48eb6ee57eedc1bb6335fd395d883fdc4a",
"body": null,
"is_bot": false,
"headline": "fix: update test data",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T12:09:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c398d3bb4c360ffa7af0e52ec7efadc324a0701",
"body": null,
"is_bot": false,
"headline": "docs: more dev docs",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T11:43:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f46d4c34c42c67e8049038133a6475ec62196be",
"body": null,
"is_bot": false,
"headline": "docs: dev docs",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-06-08T11:22:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97fb3849c1f88ddacf264fb575b71861464170f4",
"body": "Better errors",
"is_bot": false,
"headline": "Merge pull request #82 from PixelgenTechnologies/better-errors",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-26T09:28:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7764fdf9fc7f23fa469ffe413d627717e0a1db9",
"body": null,
"is_bot": false,
"headline": "fix: global bindings",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-25T15:26:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef0c123f0e17e545453bb3549ae68a6d291b983e",
"body": null,
"is_bot": false,
"headline": "fix: review comment",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-25T15:06:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b44e949ea02583efa9eefae309496b2b086eca5e",
"body": null,
"is_bot": false,
"headline": "docs: fix changelog",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-25T12:54:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f05fa41fa2c60090a74cf974dbc4cbaf94ace65b",
"body": null,
"is_bot": false,
"headline": "fix: tabset level",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-25T12:53:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a375e9c1b1573b8d77817b6e4cdbb25d17340f2d",
"body": null,
"is_bot": false,
"headline": "fix: flipped error false",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T12:24:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6960240ab0e3e8c90f8a46898ed533a6545c634d",
"body": null,
"is_bot": false,
"headline": "fix: message file reading",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T11:02:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a768cd4fdd07a53daaa8bb5729b3e5462163dafc",
"body": null,
"is_bot": false,
"headline": "chore: bumped version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T09:36:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d10e096564d631927c1f0d0aa2995efca56427b",
"body": null,
"is_bot": false,
"headline": "style: linting",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T09:35:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2b574b174dc8f8e43aa31e1126946c1b6dda69d",
"body": null,
"is_bot": false,
"headline": "fix: better null handling in qc metrics",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T09:33:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef69a736bfbee81cbab187cec0256c1a6497572c",
"body": null,
"is_bot": false,
"headline": "fix: better errors",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-21T09:15:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7a0f5780a3dcc3e9285ab29570fcbd94bf022c5",
"body": "fix: denoise bug",
"is_bot": false,
"headline": "Merge pull request #81 from PixelgenTechnologies/debug-denoise",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T14:09:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "436fab37ae1077bd04d3c55dfd3c70cd2fa6fe07",
"body": null,
"is_bot": false,
"headline": "fix: denoise bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T13:54:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8713c7d530196bb5c5a6ee484a74e9fbd3266c1",
"body": "This reverts commit 4ad9416e0852f622763b717d7ae850bb3a52bacd.",
"is_bot": false,
"headline": "Revert \"fix: denoise bug\"",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T13:48:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ad9416e0852f622763b717d7ae850bb3a52bacd",
"body": null,
"is_bot": false,
"headline": "fix: denoise bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T13:42:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "109f90fbe04b97b235c5226795bc7f2d805c95e9",
"body": null,
"is_bot": false,
"headline": "docs: readme",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T09:56:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4498ed0d57ee4e0be13f7c3137db0f4fd65ebf73",
"body": null,
"is_bot": false,
"headline": "docs: update",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T09:49:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef3f199133dcd94881a888148b3c9b93abe4d0a1",
"body": null,
"is_bot": false,
"headline": "chore: bumped version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T09:46:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e091d309ea6833fe29ce97f95575b17de6cf4234",
"body": null,
"is_bot": false,
"headline": "fix: better rounding",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-19T09:43:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83f4ba04175804b89fd2d7c38a63f13557f6e6f0",
"body": "fix: denoise bug",
"is_bot": false,
"headline": "Merge pull request #80 from PixelgenTechnologies/denoise-bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-18T15:25:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ea7248d00b7c0298735e5dddeeb55d595c65bac",
"body": null,
"is_bot": false,
"headline": "fix: denoise bug",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-18T14:49:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fe585f6f4640b3d575549a909b1a797fb26d721",
"body": "…t-data\n\nPackage specific test data",
"is_bot": false,
"headline": "Merge pull request #79 from PixelgenTechnologies/package-specific-tes…",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-13T14:45:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fbb086a21ec02c8fe58604c78e0602c7aecb754",
"body": null,
"is_bot": false,
"headline": "chore: bumped version",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-13T14:32:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a705e05b3efa8757dfda9c652fcf022ee78d068",
"body": null,
"is_bot": false,
"headline": "fix: added package argument",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-13T14:31:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b69402908ba0168f3d6e4e32a077e2f367f453d7",
"body": null,
"is_bot": false,
"headline": "refactor: remove redundant test function",
"author_name": "maxkarlsson",
"author_login": "maxkarlsson",
"committed_at": "2026-05-13T14:30:09Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 35,
"commits_last_year": 637,
"latest_release_at": "2026-07-29T12:38:08Z",
"latest_release_tag": "v0.11.5",
"releases_from_tags": false,
"days_since_last_push": 6,
"active_weeks_last_year": 33,
"days_since_latest_release": 6,
"mean_days_between_releases": 8.5
},
"artifacts": {
"collected": true,
"structure": [
"tree.dockerfile"
],
"declarations": []
},
"community": {
"has_readme": true,
"has_license": true,
"readme_badges": {
"hosts": [],
"total": 0,
"header": 0,
"collected": true,
"has_inspect_badge": false
},
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 0,
"stars": 1,
"watchers": 1,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": null,
"open_issues_and_prs": 1
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": null,
"source_files_sampled": 0,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [],
"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": 1,
"merged_prs": 88,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 3
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "maxkarlsson",
"commits": 625,
"avatar_url": "https://avatars.githubusercontent.com/u/40792056?v=4"
},
{
"type": "User",
"login": "ludvigla",
"commits": 45,
"avatar_url": "https://avatars.githubusercontent.com/u/23736938?v=4"
},
{
"type": "User",
"login": "ptajvar",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/31826342?v=4"
},
{
"type": "User",
"login": "lfranzen",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/18168748?v=4"
},
{
"type": "User",
"login": "Aratz",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/1695233?v=4"
},
{
"type": "User",
"login": "johandahlberg",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/1788862?v=4"
},
{
"type": "User",
"login": "stefanppetkov",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/10983874?v=4"
}
],
"contributors_sampled": 7,
"top_contributor_share": 0.894
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"R-CMD-check.yaml",
"build-docker-image.yaml",
"check-testing-modes.yaml",
"lint.yaml"
],
"has_docs_dir": false,
"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": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
"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": 6,
"reason": "Found 3/5 approved changesets -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 3 contributing companies or organizations -- score normalized to 10",
"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": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"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": "b7a50e99d7325f437bfcd9008ba2ae05f1f563e1",
"ran_at": "2026-08-05T08:59:20Z",
"aggregate_score": 5.3,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"recent_prs": {
"merged_7d": 1,
"decided_7d": 1,
"merged_30d": 2,
"authors_30d": 2,
"decided_30d": 2,
"sample_size": 60,
"window_days": 30,
"sample_exhausted": false,
"authors_probed_30d": 2,
"newcomer_merged_30d": 0,
"bot_prs_excluded_30d": 0,
"newcomer_authors_30d": 0,
"newcomer_decided_30d": 0
},
"ci_last_run_at": "2026-07-29T12:49:30Z",
"oldest_open_prs": [
{
"number": 57,
"created_at": "2026-01-20T14:46:40Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-29T12:37:26Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/PixelgenTechnologies/pixelatorES",
"host": "github.com",
"name": "pixelatorES",
"owner": "PixelgenTechnologies"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": "The weighted overall 58 is calibrated to 62 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 58,
"calibrated": 62,
"calibration": "2026-08-02"
}
}
],
"value": 62,
"inputs": {
"security": 53,
"vitality": 92,
"community": 27,
"governance": 57,
"calibration": "2026-08-02",
"engineering": 61,
"ai_readiness": 30,
"weighted_overall_raw": 58
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 92,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 87,
"inputs": {
"commits_last_year": 637,
"human_commit_share": 0.98,
"days_since_last_push": 6,
"active_weeks_last_year": 33
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "33/52 weeks with commits",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 33
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "637 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 637
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 35,
"latest_release_tag": "v0.11.5",
"releases_from_tags": false,
"days_since_latest_release": 6,
"mean_days_between_releases": 8.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "35 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 35
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~8.5 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 8.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 6,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 6 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 6
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 27,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 1,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 1
}
}
],
"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": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": 0,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (GPL-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "GPL-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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 57,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 7,
"top_contributor_share": 0.894
},
"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 89% of commits",
"points": 2.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 89
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "7 contributors",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 7
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 84,
"inputs": {
"merged_prs": 88,
"open_issues": 0,
"closed_issues": 0,
"prs_merged_7d": 1,
"prs_decided_7d": 1,
"prs_merged_30d": 2,
"prs_decided_30d": 2,
"issue_closed_ratio": null,
"closed_unmerged_prs": 3,
"first_time_authors_30d": 0,
"first_time_prs_merged_30d": 0,
"first_time_prs_decided_30d": 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": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "88/91 decided PRs merged",
"points": 29,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 88,
"decided": 91
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/5 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"followers": 26,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "PixelgenTechnologies",
"public_repos": 14,
"account_age_days": 2118
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "26 followers of PixelgenTechnologies",
"points": 10.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 26,
"login": "PixelgenTechnologies"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "14 public repos, account ~5 yr old",
"points": 20.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 14
}
},
{
"code": "account_age_years",
"params": {
"years": 5
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 61,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"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": 53,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.3
},
"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 is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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 3/5 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"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": "30 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": "SAST tool is not run on all commits -- score normalized to 0",
"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": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 7
},
"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": 30,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.867,
"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": "85 of 98 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 85,
"sampled": 98
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.01,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"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": "critical",
"name": "Code legibility for models",
"note": "Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"manageable_file_sizes"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"primary_language": "R",
"largest_source_bytes": null,
"source_files_sampled": 0,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "R without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "R"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "no source files detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_source_files",
"params": {}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [],
"labels": [],
"scores": {},
"primary": null,
"evidence": [],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-08-05T08:59:38.400060Z",
"schema_version": "0.31.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PixelgenTechnologies/pixelatorES.svg",
"full_name": "PixelgenTechnologies/pixelatorES",
"license_state": "standard",
"license_spdx": "GPL-2.0"
}