公开记录中等
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-01 02:17 UTC
kzemek / snex
🐍 Easy and efficient Python interop for Elixir
kzemek/snex 的健康指数为 100 分中的 51 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（62/100），最低的是AI Readiness（39/100）。 最近一次更新在 101 天前。 近期的大部分工作由 1 位贡献者完成。
51
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。
51
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 51 经校准后在公布的指数量表上为 51（记录校准 2026-08-02）。
所有权
软件包生态系统
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
56
开发活跃度
38薄弱
评分方式
| 9.9/36 | 推送新近度 — 最近一次推送于 101 天前 |
| 10.4/36 | 提交节奏 — 52 周中有 15 周有提交 |
| 18/18 | 提交量 — 最近一年 114 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 | 114 |
| human_commit_share | 1 |
| days_since_last_push | 101 |
| active_weeks_last_year | 15 |
发布纪律
82优秀
评分方式
| 27/27 | 有发布版本 — 已发布 7 个发布版本 |
| 27/36 | 发布时效 — 最近一次发布版本于 101 天前 |
| 19.8/27 | 发布节奏 — 约每 56 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 7 |
| latest_release_tag | 0.4.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 101 |
| mean_days_between_releases | 56 |
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？
42
流行度与采用
27存在风险
评分方式
| 26.8/60 | 星标 — 46 个星标 |
| 0/25 | 复刻 — 2 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 2 |
| stars | 46 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（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 | 是 |
| has_license | 是 |
| readme_badges | — |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 否 |
生态采用（下载量）
55中等
评分方式
| 44.1/80 | 月度下载量 — hex 合计每月 2,027 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 | snex |
| dependents | — |
| ecosystems | hex |
| total_downloads | 13,191 |
| monthly_downloads | 2,027 |
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？
48
维护者韧性（巴士系数）
18危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.2/22.5 | 提交分布 — 头号贡献者编写了 99% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.993 |
议题与 PR 响应能力
33存在风险
评分方式
| 0/42 | 议题解决 — 没有议题或无数据 |
| 15/30 | PR 接受 — 已裁定的 PR 中 2/4 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 2 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：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
59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 |
| 12.2/25 | 所有者影响力 — kzemek 有 48 位关注者 |
| 25/25 | 既往记录 — 66 个公开仓库，账户约 14 年 |
所用输入
| followers | 48 |
| owner_type | User |
| is_verified | — |
| owner_login | kzemek |
| public_repos | 66 |
| account_age_days | 5,216 |
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卓越
评分方式
| 25/25 | 已发布且可解析 — hex 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 101 天前 |
| 20/20 | 版本历史 — 10 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 | snex |
| ecosystems | hex |
| any_deprecated | 否 |
| min_days_since_publish | 101 |
工程质量
基础的工程与文档实践是否到位？
62
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
65良好
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://hex.pm/packages/snex |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 2 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | elixir, python |
| has_wiki | 否 |
| homepage | https://hex.pm/packages/snex |
| 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？
46
安全态势
32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 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 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 | 3.2 |
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卓越
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 12 |
| 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:snex@3000.2.1 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 12 个软件包。 未对可达性进行分析。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
39
AI 代理上下文与指引
16危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 15.5/40 | 可读的提交历史 — 100 次人类提交中有 29 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 | 0.29 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 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 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 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 | mix.lock, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | mix.exs |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Elixir，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 46 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Elixir |
| largest_source_bytes | 23,728 |
| source_files_sampled | 46 |
| oversized_source_files | 0 |
关键数据
46GitHub 星标
2贡献者
114最近 12 个月提交数
101距最近推送天数
7发布版本数
1巴士系数（bus factor）
0开放议题
Hex, PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- pypi package 'snex' points at a different repository (https://github.com/jwbargsten/snex); excluded from ecosystem scoring
更多细节
Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
1发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 0次版本 1修订 0
OpenSSF Scorecard 3.2 / 10
3.2综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 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 |
直接依赖 1
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Hex | elixir_make | ~> 0.9.0 | mix.exs |
全部依赖 23
来自 GitHub 依赖图的完整解析依赖集合：1 个直接依赖与 22 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| Hex | elixir_make | 0.9.0 | 直接 |
| Hex | bunt | 1.0.0 | 间接 |
| Hex | castore | 1.0.18 | 间接 |
| Hex | credo | 1.7.18 | 间接 |
| Hex | dialyxir | 1.4.7 | 间接 |
| Hex | earmark_parser | 1.4.44 | 间接 |
| Hex | erlex | 0.2.8 | 间接 |
| Hex | ex_doc | 0.40.1 | 间接 |
| Hex | ex_unit_clustered_case | 0.5.0 | 间接 |
| Hex | file_system | 1.1.1 | 间接 |
| Hex | jason | 1.4.4 | 间接 |
| Hex | makeup | 1.2.1 | 间接 |
| Hex | makeup_elixir | 1.0.1 | 间接 |
| Hex | makeup_erlang | 1.0.3 | 间接 |
| Hex | makeup_syntect | 0.1.4 | 间接 |
| Hex | markdown_doctest | 0.2.0 | 间接 |
| Hex | nimble_parsec | 1.4.2 | 间接 |
| Hex | rustler_precompiled | 0.8.4 | 间接 |
| PyPI | mypy | 1.15.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | ruff | 0.11.10 | 间接 |
| PyPI | tomli | 2.4.0 | 间接 |
| PyPI | typing-extensions | 4.13.2 | 间接 |
依赖安全公告 0
安装 pypi:snex@3000.2.1 会引入 12 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": [
"elixir",
"python"
],
"is_fork": false,
"size_kb": 263,
"has_wiki": false,
"homepage": "https://hex.pm/packages/snex",
"languages": {
"C": 3435,
"Elixir": 152754,
"Python": 61097,
"Makefile": 842,
"JavaScript": 1627
},
"pushed_at": "2026-04-21T16:54:20Z",
"created_at": "2025-05-19T07:31:31Z",
"owner_type": "User",
"updated_at": "2026-07-11T10:05:25Z",
"description": "🐍 Easy and efficient Python interop for Elixir",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Elixir",
"significant_languages": [
"Elixir",
"Python"
]
},
"owner": {
"blog": null,
"name": "Konrad Zemek",
"type": "User",
"login": "kzemek",
"company": "V7 @v7labs",
"location": "Kraków",
"followers": 48,
"avatar_url": "https://avatars.githubusercontent.com/u/1658995?v=4",
"created_at": "2012-04-19T11:46:20Z",
"is_verified": null,
"public_repos": 66,
"account_age_days": 5216
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "0.4.2",
"kind": "patch",
"published_at": "2026-04-21T16:54:02Z"
},
{
"tag": "0.4.1",
"kind": "patch",
"published_at": "2026-03-06T13:15:50Z"
},
{
"tag": "0.4.0",
"kind": "minor",
"published_at": "2026-02-19T18:09:27Z"
},
{
"tag": "0.3.2",
"kind": "patch",
"published_at": "2026-02-10T13:37:04Z"
},
{
"tag": "0.3.0",
"kind": "minor",
"published_at": "2026-01-07T10:00:33Z"
},
{
"tag": "0.2.0",
"kind": "minor",
"published_at": "2025-10-30T13:42:33Z"
},
{
"tag": "0.1.0",
"kind": "minor",
"published_at": "2025-05-20T23:04:28Z"
}
],
"recent_commits": [
{
"oid": "3e5755ad391bb0572fd2368524006ffc5dc407b1",
"body": null,
"is_bot": false,
"headline": "Release 0.4.2",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:54:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f735b54ff3291e812d444cbbf3f3ff8e3b47e78e",
"body": null,
"is_bot": false,
"headline": "Fix LICENSE/NOTICE links",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:52:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6be75a45f9429fb21559a6d045ff74c918780935",
"body": null,
"is_bot": false,
"headline": "Install uv in release workflow",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:46:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "826fde0a566c64944b978315c5b4755f9affefbe",
"body": null,
"is_bot": false,
"headline": "Reformat CHANGELOG after `busy_limits_msgq` change",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:43:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d46499b49f757f99397cb7f64b0e9a74a3aaea41",
"body": null,
"is_bot": false,
"headline": "Update dev dependencies",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:43:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c9bd3bbf2c01496b9524fb86e8d500782d7c1a1",
"body": "A workaround for a BEAM bug that can cause the port to hang\nindefinitely in a busy state.",
"is_bot": false,
"headline": "Disable `busy_limits_msgq` on the Python port",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-04-21T16:30:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "960a0e354ad7221b6ad945da901fc4311907d751",
"body": null,
"is_bot": false,
"headline": "Release 0.4.1",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-06T13:16:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce803b24ce2e49727d541d64732c65407abb095d",
"body": null,
"is_bot": false,
"headline": "Silence Credo warning on complexity of port args building",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-06T01:04:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b00dd3af2ba8726cade2bfe6ca97a803715b9182",
"body": null,
"is_bot": false,
"headline": "Clean up README Highlights section",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-06T00:50:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33231a133bc4920d9ae72b8e8dd6f114490b883a",
"body": "Useful for running Python inside Docker or over SSH.",
"is_bot": false,
"headline": "Add `:use_stdio` to advanced `port_opts`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-06T00:49:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28da1b8a846cc15585642f54d5ddeaf3087a17f4",
"body": null,
"is_bot": false,
"headline": "Changelog fixes",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-05T23:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "93f1d966640927f2437e0e25e9b93395bab014a4",
"body": null,
"is_bot": false,
"headline": "Add eager loop polyfill for asyncio loop",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-05T23:49:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a6769febac61f11e3e42bc3306863e20b657f71",
"body": null,
"is_bot": false,
"headline": "Update Python docs links to point to the latest version",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-03-05T23:27:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1a2973a356907c150c4b090111413d0828aa872",
"body": null,
"is_bot": false,
"headline": "Fix `port_opts` option of `Snex.Interpreter` being silently ignored",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-20T07:45:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1fa374c15a48c105e3d587d0830962135afe0f0",
"body": null,
"is_bot": false,
"headline": "Release 0.4.0",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-19T18:06:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ecc120ac0d2ec325b1f807f9daf0eea96d5c0496",
"body": "Skipping loop ticks is always a huge win microsecond-wise. With this\nchange, we're down to 40-odd microseconds in a serial Pyeval loop.\nUnfortunately, I'm staring down hacking Python internals to get that any\nlower.",
"is_bot": false,
"headline": "Pass `eager_start` to tasks created in main loop",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-17T00:30:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89addc817d33aaa123a9311caf76682ce3eb51e4",
"body": null,
"is_bot": false,
"headline": "Reduce flakes in logging test",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T19:09:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a3972c997304679adc60289b7efecf645d1acfa",
"body": null,
"is_bot": false,
"headline": "Typo fixes throughout docs",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T19:02:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf358d8d7e8bc58a0362a7c10d7b4ca65d035d8f",
"body": null,
"is_bot": false,
"headline": "Wait for subprocess writer to close in `snex.io_loop_for_connection`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T18:59:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d36a4d8b582232f76c0ce7925d2cca68692ab371",
"body": null,
"is_bot": false,
"headline": "Fix indentation of Python examples",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T10:32:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7675fdc4f461275ebda7117995f3e9fac34be98e",
"body": "`uv` uses temporary `.temp` directories for its work, and their cleanup\ncan race with the relativization logic, causing errors on `File.lstat!`\nand the like.\n\nRelease as 0.4.0-rc1",
"is_bot": false,
"headline": "Do not relativize dot directories when setting up venvs",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T10:24:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f452cb614f52cd8c07f0f79666c02f80b1cfcde",
"body": null,
"is_bot": false,
"headline": "Fix code location README test",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T00:44:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "429a4e18fea320fb7adfbdadc81c2dc3fa0e68c9",
"body": null,
"is_bot": false,
"headline": "Fix hexdocs links",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T00:37:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39ba1c82575c8d960f0251c864e366ab75816ca0",
"body": null,
"is_bot": false,
"headline": "Tweak highlights",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-11T00:30:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e140a6af6a32ed97e6ea2739c988afd87e913cb",
"body": null,
"is_bot": false,
"headline": "Release 0.4.0-rc0",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:58:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77da685a7bd8427f1a1d0b744ade21e7540438ba",
"body": null,
"is_bot": false,
"headline": "Use `eager_start` for `create_task` when appropriate",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:49:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81b7d8f26d9f9fd7246d7e65b1e16039a6069118",
"body": null,
"is_bot": false,
"headline": "Add a Deprecations section to changelog; small README cleanups",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:43:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6d636bd6bf5b2efd8c4379ed39de4e8e0cd3bbe",
"body": "See snex.serve documentation for a working example.",
"is_bot": false,
"headline": "Add multiprocessing support through snex.serve",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:39:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "443c0ed7e481959476ec66625d02df25547944be",
"body": "Adds `BeamModuleProxy` to the Python interface. This class allows\ncalling BEAM functions for a specific module, and comes with a\npre-prepared `Elixir` instance to call Elixir modules with a natural\nElixir-like syntax.\n\nYou can now write\n\n```python\nElixir.Enum.count([1, 2, 3])\n```\n\ninstead of\n\n```python\nsnex.call(\"Elixir.Enum\", \"count\", [[1, 2, 3]])\n```",
"is_bot": false,
"headline": "Add `BeamModuleProxy` to Python interface",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "469c20b82612f181dc612bee7b89eb044ae62ce1",
"body": "Previously, `snex.call`'s *logic* was handled by a Task, but the results\nwere then handed back to the Interpreter process. Now, the Task also\nhandles sending the reply to the client, further reducing the load\non the Interpreter's GenServer process - and reducing code complexity.",
"is_bot": false,
"headline": "Move `snex.call reply handling to Task",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4040c59fc96d871eaca62f3170f01fdd32ffe856",
"body": "Refactors around data writing; most importantly introduces a helper\nclass to manage threadsafe writes and serialization.",
"is_bot": false,
"headline": "Collect writer attributes into transport.StreamWriter",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d2759dbf47900f1f288f47d73a8ca6c300aae66",
"body": null,
"is_bot": false,
"headline": "Set Python writer limits from Interpreter's busy_limits_port",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1972a4fc120a79ddea5e3152f9165d96634d643",
"body": "Changes how pipes are attached to asyncio loop to mimic how the standard\nlibrary does it. This enables flow control, which is a CPython internal\nmixin (we could use it directly, but we'd be using undocumented\nclasses).\n\nAs a result, `snex.send`/`snex.cast` become `async` functions. This\nis a breaking change; it was a mistake that they started as non-async\nto begin with.",
"is_bot": false,
"headline": "Use flow-controlled StreamWriter",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b36453f656b1a06e93ecf8cc850be652b88da40d",
"body": null,
"is_bot": false,
"headline": "Move Python work from task callback to a coroutine",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f04dbb83b79aabf4c9d7f7f0a3afb4bdb5e6529d",
"body": "Every function in `interface` module is trying to be thread-safe using\nthe same patterns; now these patterns are extracted to a single place\nfor clarity.",
"is_bot": false,
"headline": "Refactor out thread safety helpers in `interface.py`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78dceaf64e32129f8dbcb096054b4a89d8224624",
"body": "The split is an invitation for future refactors and a multiprocessing\nsupport feature. Passing in file descriptors to Snex from the outside,\ninstead of Snex opening fd 3 and 4 inside its `run_loop` is a small but\nespecially important change.",
"is_bot": false,
"headline": "Split `runner.run_loop` into `init` and `run_loop`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c526aa9e25fdc71cf0b6ec0ef782fe0b5298fd2e",
"body": "Ensure every module has `from __future__ import annotations` and take\nadvantage of it to type-check with Python 3.14 features while preserving\ncompat with Python 3.10 .",
"is_bot": false,
"headline": "Bring Python typing up to 3.14 level",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc0697ebd6c7e211401270190d433adf39fa08bc",
"body": "Slightly more explicit, I prefer it - but there's no symmetric\n`sigil_py` due to language limitations.",
"is_bot": false,
"headline": "Add `sigil_PY` as an alias to `sigil_P`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "980832038db3d969d5c4061f50d5556ead5a2277",
"body": "Allows to modify the way Elixir results are encoded to Python objects\nwhen using `snex.call`. Supports same options as Elixir-side\n`t:Snex.Serde.encoding_opts/0`.",
"is_bot": false,
"headline": "Add `result_encoding_opts` settings to Python `snex.call`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06ce4acbfe963f54bc5626883c19cc99f00a8549",
"body": "Add docs to the public Python functions and display them alongside\nElixir docs by translating them into a funny Elixir module.",
"is_bot": false,
"headline": "Add Python Interface Documentation",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6dd4fe5f0a1926ac8eb46a74f694a82d7e33aed9",
"body": null,
"is_bot": false,
"headline": "Change `snex.Term` to not subclass `bytes`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c2e8c431b0bfda5a7f5c62b9045dce70fed9431",
"body": null,
"is_bot": false,
"headline": "Add a LoggingHandler for logging from Python to Elixir",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4869f629ae0ec8869c2261d632b3c9fd6b0957c2",
"body": "Adds more Python-side logs for exceptional circumstances. The print logs\nwill be replaced with a Python-Elixir logging bridge in a future commit.",
"is_bot": false,
"headline": "Split reply/noreply handling in Python",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0741058eb617d19f9d6edce59094d1c114bdc817",
"body": null,
"is_bot": false,
"headline": "Set Python's stdout/stderr to output `\\r\\n` newlines",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f69e0a9026438c264ea70e60f9ee42f1b9bca83",
"body": null,
"is_bot": false,
"headline": "Rename `env` to `env_id` in Python-side models",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf80bbc71e21a3b68dbd162c3d9028c7bb22c842",
"body": "Starting a `Task` for `snex.cast` with a `start_child` instead\nof `async_nolink` greatly speeds it up, while sacrificing no semantics\n(we already didn't care about the result).",
"is_bot": false,
"headline": "Separate handling for call/cast earlier in the stack",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "987f07aec45d8aefffd5f099b169ecf064992522",
"body": null,
"is_bot": false,
"headline": "Document thread-safety of `snex.{send,cast,call}` functions",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "645dfa671bc08fb211906807199982a06ba581d0",
"body": "Previously everything used `send ! {owner, {:data, data}}`, with\n`:erpc.cast` if needed to run on a different node.\n\nNow, synchronous commands:\n- use `Port.command/2`\n- use `:erpc.call` if needed to run on a different node\n\nwhile asynchronous commands:\n- use `Process.send/3` with `[:nosuspend]`, fal\n[…]\nask if the port is busy\n- use `:erpc.cast` if needed to run on a different node\n\nIn either case, the code didn't count the time suspended on port send\nagainst the `pyeval` timeout - this is now fixed.",
"is_bot": false,
"headline": "Refactor sync/async port command sending",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "75468a410c11302dad6d07fb07dae51986cc01cc",
"body": null,
"is_bot": false,
"headline": "Add advanced `:port_opts` option to `Snex.Interpreter.start_link/1`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fcfaf6e0e85cff6f215f898b7153c12cbf2227dd",
"body": "We need the pid in port commands anyway, so resolving it once at\ncreation saves a little bit of time down the line.",
"is_bot": false,
"headline": "Pre-resolve interpreter pid in `make_env`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a34a81b76577249b63decc0e3490e4007b616817",
"body": null,
"is_bot": false,
"headline": "Drop global state in runner.py",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec1323b4c20d4b723897481171c6ffbbece5bb9f",
"body": "Deprecate `:returning` option from `Snex.pyeval/4` as it's now obsolete.",
"is_bot": false,
"headline": "Parse and execute Python `return` statements in `Snex.pyeval/4`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14be72306a37410ca705be3b1ecb82d0c53a2dfd",
"body": "….Env{}`",
"is_bot": false,
"headline": "Allow `Snex.pyeval/4` to be called with interpreter instead of `%Snex…",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c97f8e7a875d6f507a220b42ae8ebccfbff59568",
"body": null,
"is_bot": false,
"headline": "Set line locations with `ast` & cache code compilation",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8aad55e8194c2f33fb1680e5c251af0cc4cb50a",
"body": "Now `command.type`, `code.src`.",
"is_bot": false,
"headline": "Rename `command.command`, `code.code`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0d8437169380f851c35d5c1c7dfa39136013e34",
"body": "`Snex.pyeval/4` now always returns either `{:ok, value}`\nor `{:error, reason}`.",
"is_bot": false,
"headline": "`Snex.pyeval/4` no longer returns bare `:ok`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T23:06:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de9c5140c26f84c26cb56b2e4c9bfacad5faf07f",
"body": null,
"is_bot": false,
"headline": "Clean up Elixir 1.20 warnings",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T22:00:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b9bd37f21aa74bd4eeff92f19db21091f3c38b8",
"body": null,
"is_bot": false,
"headline": "Fix changelog typo",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T22:00:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff8bf704085b01d622c68f11e623426cd8a0b681",
"body": null,
"is_bot": false,
"headline": "Release 0.3.2",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T13:37:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6da1d92a8d96065f4b9fe0f6d117b44a4ad018b9",
"body": "This supersedes the fix from 0.3.1 that resolved the concrete Python\ndirectory instead.",
"is_bot": false,
"headline": "Copy Python linked directories over when preparing release",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T13:34:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a61aa56b00894c4396d76e311579239992cf4420",
"body": null,
"is_bot": false,
"headline": "Release 0.3.1",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T11:58:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7008d2414e34dbf6df63ba196c31b773c1df77f",
"body": null,
"is_bot": false,
"headline": "Resolve concrete Python directory used while preparing venvs",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-02-10T11:55:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c614b047f776d69bf27d4990004f2ca1ba7fbf0a",
"body": null,
"is_bot": false,
"headline": "Release 0.3.0",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-07T10:00:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f6787a3a9d11757caf3a676b3725a2511df3272",
"body": null,
"is_bot": false,
"headline": "Add `import Snex.Sigils` to README.md example",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-07T09:49:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65e2714488078a8b32bd19fcfd6fbb884f96918c",
"body": null,
"is_bot": false,
"headline": "Add sigils for location-annotated Python code",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-07T09:46:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9d448114f6848d15fa79b7194eb2a732b203b51",
"body": null,
"is_bot": false,
"headline": "`typing.Any` cleanup",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-06T16:57:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65d219eddd8e276f87c39720fd52d00341e19109",
"body": null,
"is_bot": false,
"headline": "Address lints for Elixir 1.19/OTP 28",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-06T15:23:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89671953aa2a0fd2541022ea3b4d64c8096fb3d0",
"body": null,
"is_bot": false,
"headline": "Add changelog entry for `:init_script` args change",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-06T14:55:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cda57cc0ae987c4b3c1a0ca35fcaf0417c7b4c8a",
"body": null,
"is_bot": false,
"headline": "Allow passing additional variables to init script",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-06T12:11:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "823c3cb05c94225da30c412c935f0c2c89e50636",
"body": null,
"is_bot": false,
"headline": "Update quick example in README.md to show off `snex.call`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T23:45:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea849cc7f17ec46f916b6d9d26a2ccae1ab8876e",
"body": null,
"is_bot": false,
"headline": "Fix Dialyzer warning on struct \"identity\" match",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T23:35:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad05a40d27f7489b2c7959a41931bdfebdd68d47",
"body": null,
"is_bot": false,
"headline": "Small docs tweaks",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T23:30:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e99db222dafc9651be688f05854193b80db85f70",
"body": "Add `snex.DistinctAtom` type that is not equal to `str`.\nThis helps when encoding a map with both `\"foo\"` and `:foo` keys.",
"is_bot": false,
"headline": "Add `:atom_as` encoding option",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T23:23:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d33d448bac444a877f8fd9f261e063c9cb38edc",
"body": "Can customize set representation to be `frozenset`",
"is_bot": false,
"headline": "Add `:set_as` encoding option",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T22:58:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f6b29c40ca28c69127bb548db070b1e390d7d55",
"body": "Users can now choose between `:str`, `:bytes` and `:bytearray`\nfor default encoding of binaries.",
"is_bot": false,
"headline": "Add `:binary_as` encoding option",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T22:50:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d84679ea8552467a63804dea0f439b5438adb35",
"body": "Currently no encoding opts are supported, this commit just adds\nthe mechanism.\n\nEncoding opts can be passed to `Snex.Interpreter.start_link/1`,\nand will apply by default to the encoding of `additional_vars` of all\ncommands (make_env, pyeval). It also influences encoding of `snex.call`\nreturn value.\n\n[…]\n encoding opts can be passed to `Snex.make_env/3` and\n`Snex.pyeval/4`, and will override the defaults *for that command*,\nand only for the given `additional_vars`\n(i.e. not the return of `snex.call`).",
"is_bot": false,
"headline": "Add custom `encoding_opts` and propagate them through Snex",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T13:35:06Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "63f7bde62bd7d60123ebde5be698924505334dc6",
"body": "This simplifies `Snex.Interpreter.decode_reply`, making it a one-arg\ncommand instead of three. We can also get rid of `ok_env` response type.",
"is_bot": false,
"headline": "Move Snex.Env struct creation to `Snex.make_env`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T13:18:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea4f7b7547529d5ea0d9a74e4d9c23f7d97a0445",
"body": "The biggest difference is switching Enum.map to foldl - tail calls\nbecame much faster than body recursion lately, likely due to JIT.\nThat also applies to non-list terms: it's much faster now to convert\nto list and tail call.\n\nSome of the next bigger wins are due dispatch between `byte_size/1`\nand `I\n[…]\ntching instead of map lookup,\nreducing allocations, etc.\n\nUsing custom functions instead of List.foldl will be important later\nwhen we introduce user opts - we won't have to create closures over\nthem.",
"is_bot": false,
"headline": "Optimize Pickler implementation",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T13:18:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a429021fd2d66db6a60e26fe9f781a7bec1b3d6a",
"body": "Returning as a `inspect/1` string, as we can depend on that.\nThe error reason will usually include the stacktrace, if applicable.",
"is_bot": false,
"headline": "Return `snex.call` error reason to Python",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T13:17:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "483f8855ab6361b91a4c0f01049648aace65a784",
"body": "This will make sense when we introduce user encoding options.",
"is_bot": false,
"headline": "Move Command serialization to Snex.Internal.Command protocol",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T12:32:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b48ce85fa27ae816116aec7726bbda15511d231",
"body": null,
"is_bot": false,
"headline": "Fix encoding of atoms longer than 255 bytes",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-04T12:15:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c1be5d2f2abc9c298a0e88c591242063bfe88f5",
"body": null,
"is_bot": false,
"headline": "Refactor exception handling in `on_task_done` handler",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-03T17:11:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1a1d6a7031fb4edb932465212ebaa9f0d9c5dca",
"body": null,
"is_bot": false,
"headline": "Add `snex.call` and `snex.cast` to Python interface",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2026-01-03T16:33:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc0a92732e9f41ec6ade7d9f88cc4af0f7d2e774",
"body": null,
"is_bot": false,
"headline": "Document public `snex` Python functions",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T13:53:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9f91f1067d43cc30e543d4a2098c6ff043f8637",
"body": null,
"is_bot": false,
"headline": "Delete leftover serde.py module",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T13:40:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91952336e806108d89807b724109efe171f2241e",
"body": null,
"is_bot": false,
"headline": "Move Snex interface code to a public module `snex`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T13:38:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11ec45419e3c067ca22c87b5bf32bbd99347d9f8",
"body": null,
"is_bot": false,
"headline": "Fix 'mix format' in dev profile (#3)",
"author_name": "Radek Szymczyszyn",
"author_login": "erszcz",
"committed_at": "2025-12-31T12:15:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a78f0338bbebfcf9a89c28a381ebb488cdeba39",
"body": "- Move `Releases` to `Core Concepts & Usage` section\n- Add a table of contents to `Core Concepts & Usage`\n- Drop uninteresting parts of the README.md when generating moduledoc",
"is_bot": false,
"headline": "Reorganize README.md",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T11:34:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a2036232396b975e12e64fcb8c8eb1ad4d613f2",
"body": null,
"is_bot": false,
"headline": "Small test cleanup",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T10:47:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca35f6c8e8fbd3cc134e3bd0af9ae69bf9d1497e",
"body": null,
"is_bot": false,
"headline": "Add `Snex.Interpreter.stop/3`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T10:25:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "184d82741fcacda25e94bfe3c9e3053df452f343",
"body": "Make sure that the code shuts down cleanly on `GenServer.stop/2`,\nand spec out (in tests) pending caller behavior.",
"is_bot": false,
"headline": "Tighten down interpreter shutdown story",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T09:46:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d810e26af6828db23ab8aaa9bf8ab41a258008a",
"body": null,
"is_bot": false,
"headline": "Delegate `os_pid/1` from custom `Snex.Interpreter` modules",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T09:37:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "781ab2577ee0623c53369b852ef4d41ad795015e",
"body": null,
"is_bot": false,
"headline": "Clean up CHANGELOG.md for the unreleased version",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:42:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38f9e0fe2ce65a6b55ce686963c57cfbf57aa0c1",
"body": null,
"is_bot": false,
"headline": "Add `Snex.Interpreter.os_pid/1`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:32:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4286446da9320f6bf449abc6a8c7b4190d72ad60",
"body": "Handle port exits if they happen before we try to run `:init_script`,\ninstead of timing out waiting on `:init_script` result.",
"is_bot": false,
"headline": "Fail fast on port exit",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:32:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9137903bd32669e9e69bbd0f0d41608ddb1359a",
"body": null,
"is_bot": false,
"headline": "Add `:wrap_exec` option to `Snex.Interpreter`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:32:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d660e0ae9476b325cd26f2664477eddab7e94c1",
"body": "- encode Erlang terms as Pickle (v5) format\n- encode Python objects as External Term Format\n- use native decoding routines in both languages",
"is_bot": false,
"headline": "Improve serialization",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:31:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f16366792e3464213bb0e8d162e51e5885d2a19d",
"body": null,
"is_bot": false,
"headline": "Move `Snex.get_interpreter/1` & clean up Snex.Env typing",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:27:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32f7688a53dac227ee6f608fa82a8215c2f12029",
"body": null,
"is_bot": false,
"headline": "Add `Snex.Env.disable_gc/1` and `Snex.destroy_env/1`",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:27:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "479c202dc6035dd912ae22cfcd0651dcbbaf7a34",
"body": null,
"is_bot": false,
"headline": "Improve garbage collection races and multi-node behavior",
"author_name": "Konrad Zemek",
"author_login": "kzemek",
"committed_at": "2025-12-31T00:27:32Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 7,
"commits_last_year": 114,
"latest_release_at": "2026-04-21T16:54:02Z",
"latest_release_tag": "0.4.2",
"releases_from_tags": false,
"days_since_last_push": 101,
"active_weeks_last_year": 15,
"days_since_latest_release": 101,
"mean_days_between_releases": 56
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 42,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "snex",
"exists": true,
"license": "Apache-2.0",
"keywords": [],
"ecosystem": "hex",
"matches_repo": true,
"registry_url": "https://hex.pm/packages/snex",
"is_deprecated": false,
"latest_version": "0.4.2",
"repository_url": "https://github.com/kzemek/snex",
"versions_count": 10,
"total_downloads": 13191,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2027,
"first_published_at": "2025-05-20T23:05:11.471517Z",
"latest_published_at": "2026-04-21T16:54:54.330750Z",
"latest_version_yanked": null,
"days_since_latest_publish": 101
},
{
"name": "snex",
"exists": true,
"license": "Apache-2.0",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/snex/",
"is_deprecated": false,
"latest_version": "3000.2.1",
"repository_url": "https://github.com/jwbargsten/snex",
"versions_count": 14,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 45,
"first_published_at": "2021-02-28T16:40:38.008145Z",
"latest_published_at": "2024-02-15T07:02:04.018887Z",
"latest_version_yanked": null,
"days_since_latest_publish": 897
}
]
},
"popularity": {
"forks": 2,
"stars": 46,
"watchers": 2,
"fork_history": {
"days": [
{
"date": "2025-06-19",
"count": 1
},
{
"date": "2025-12-29",
"count": 1
}
],
"complete": true,
"collected": 2,
"total_forks": 2
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"mix.exs"
],
"largest_source_bytes": 23728,
"source_files_sampled": 46,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"mix.exs",
"py_src/pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 12,
"malicious_count": 0,
"assessed_package": "pypi:snex@3000.2.1",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"hex",
"pypi"
],
"dependencies": [
{
"name": "elixir_make",
"manifest": "mix.exs",
"ecosystem": "hex",
"version_constraint": "~> 0.9.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "elixir_make",
"direct": true,
"version": "0.9.0",
"ecosystem": "hex"
},
{
"name": "bunt",
"direct": false,
"version": "1.0.0",
"ecosystem": "hex"
},
{
"name": "castore",
"direct": false,
"version": "1.0.18",
"ecosystem": "hex"
},
{
"name": "credo",
"direct": false,
"version": "1.7.18",
"ecosystem": "hex"
},
{
"name": "dialyxir",
"direct": false,
"version": "1.4.7",
"ecosystem": "hex"
},
{
"name": "earmark_parser",
"direct": false,
"version": "1.4.44",
"ecosystem": "hex"
},
{
"name": "erlex",
"direct": false,
"version": "0.2.8",
"ecosystem": "hex"
},
{
"name": "ex_doc",
"direct": false,
"version": "0.40.1",
"ecosystem": "hex"
},
{
"name": "ex_unit_clustered_case",
"direct": false,
"version": "0.5.0",
"ecosystem": "hex"
},
{
"name": "file_system",
"direct": false,
"version": "1.1.1",
"ecosystem": "hex"
},
{
"name": "jason",
"direct": false,
"version": "1.4.4",
"ecosystem": "hex"
},
{
"name": "makeup",
"direct": false,
"version": "1.2.1",
"ecosystem": "hex"
},
{
"name": "makeup_elixir",
"direct": false,
"version": "1.0.1",
"ecosystem": "hex"
},
{
"name": "makeup_erlang",
"direct": false,
"version": "1.0.3",
"ecosystem": "hex"
},
{
"name": "makeup_syntect",
"direct": false,
"version": "0.1.4",
"ecosystem": "hex"
},
{
"name": "markdown_doctest",
"direct": false,
"version": "0.2.0",
"ecosystem": "hex"
},
{
"name": "nimble_parsec",
"direct": false,
"version": "1.4.2",
"ecosystem": "hex"
},
{
"name": "rustler_precompiled",
"direct": false,
"version": "0.8.4",
"ecosystem": "hex"
},
{
"name": "mypy",
"direct": false,
"version": "1.15.0",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.11.10",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.13.2",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 23,
"direct_count": 1,
"indirect_count": 22
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 2,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 2
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "kzemek",
"commits": 142,
"avatar_url": "https://avatars.githubusercontent.com/u/1658995?v=4"
},
{
"type": "User",
"login": "erszcz",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/112145?v=4"
}
],
"contributors_sampled": 2,
"top_contributor_share": 0.993
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"deps-submission.yml",
"labels.yml",
"release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"mix.lock",
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 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": "3e5755ad391bb0572fd2368524006ffc5dc407b1",
"ran_at": "2026-08-01T02:17:12Z",
"aggregate_score": 3.2,
"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": "2025-12-31T12:15:49Z",
"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/kzemek/snex",
"host": "github.com",
"name": "snex",
"owner": "kzemek"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": "The weighted overall 51 is calibrated to 51 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 51,
"calibrated": 51,
"calibration": "2026-08-02"
}
}
],
"value": 51,
"inputs": {
"security": 46,
"vitality": 56,
"community": 42,
"governance": 48,
"calibration": "2026-08-02",
"engineering": 62,
"ai_readiness": 39,
"weighted_overall_raw": 51
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 56,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "weak",
"name": "Development activity",
"note": null,
"notes": [],
"value": 38,
"inputs": {
"commits_last_year": 114,
"human_commit_share": 1,
"days_since_last_push": 101,
"active_weeks_last_year": 15
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 101 days ago",
"points": 9.9,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 101
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "15/52 weeks with commits",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 15
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "114 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 114
}
}
],
"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": "excellent",
"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": 82,
"inputs": {
"releases_count": 7,
"latest_release_tag": "0.4.2",
"releases_from_tags": false,
"days_since_latest_release": 101,
"mean_days_between_releases": 56
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "7 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 7
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 101 days ago",
"points": 27,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 101
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~56 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 56
}
}
],
"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": 105,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 105 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 105
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "weak",
"name": "Community & Adoption",
"value": 42,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 27,
"inputs": {
"forks": 2,
"stars": 46,
"watchers": 2,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "46 stars",
"points": 26.8,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 46
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 2
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 2
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (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": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 55,
"inputs": {
"packages": [
"snex"
],
"dependents": null,
"ecosystems": "hex",
"total_downloads": 13191,
"monthly_downloads": 2027
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,027 downloads/month across hex",
"points": 44.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2027,
"ecosystems": "hex"
}
}
],
"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": "weak",
"name": "Sustainability & Governance",
"value": 48,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 18,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.993
},
"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 99% of commits",
"points": 0.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 99
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "at_risk",
"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": 33,
"inputs": {
"merged_prs": 2,
"open_issues": 0,
"closed_issues": 0,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": null,
"closed_unmerged_prs": 2,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "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": "2/4 decided PRs merged",
"points": 15,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 2,
"decided": 4
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "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": 59,
"inputs": {
"followers": 48,
"owner_type": "User",
"is_verified": null,
"owner_login": "kzemek",
"public_repos": 66,
"account_age_days": 5216
},
"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": "48 followers of kzemek",
"points": 12.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 48,
"login": "kzemek"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "66 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 66
}
},
{
"code": "account_age_years",
"params": {
"years": 14
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"snex"
],
"ecosystems": "hex",
"any_deprecated": false,
"min_days_since_publish": 101
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on hex",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "hex"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 101 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 101
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "10 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 10
}
}
],
"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": 62,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
"elixir",
"python"
],
"has_wiki": false,
"homepage": "https://hex.pm/packages/snex",
"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": "https://hex.pm/packages/snex",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "2 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 2
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"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": 32,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "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": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:snex@3000.2.1 runtime dependency closure — what installing the published package pulls in — 12 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:snex@3000.2.1",
"assessed": 12
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 12,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 12,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 39,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 16,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.29,
"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": "29 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 15.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 29,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"mix.lock",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"mix.exs"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"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": 55,
"inputs": {
"primary_language": "Elixir",
"largest_source_bytes": 23728,
"source_files_sampled": 46,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Elixir without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Elixir"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/46 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 46,
"oversized": 0
}
}
],
"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": [
"library"
],
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:hex",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'snex' points at a different repository (https://github.com/jwbargsten/snex); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-08-01T02:17:17.007844Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kzemek/snex.svg",
"full_name": "kzemek/snex",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}