公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-28 03:35 UTC

N283T / zsasa

High-performance SASA (Solvent Accessible Surface Area) calculation in Zig with Python bindings

Zig · PythonMIT★ 9 星标⑂ 0 复刻始于 2026年1月在 GitHub 上查看 ↗

N283T/zsasa 的健康指数为 100 分中的 63 分,处于「中等」区间。 其得分最高的类别是Vitality(82/100),最低的是Security(42/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

63
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

63
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

N283T个人账户
22 关注者44 个公开仓库始于 2023年11月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIzsasa0.9.1-230 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

82良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
18/18提交量 — 最近一年 896 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year896
human_commit_share1
days_since_last_push0
active_weeks_last_year18

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 24 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count24
latest_release_tagv0.9.1
releases_from_tags
days_since_latest_release0
mean_days_between_releases8

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?

51中等 · 占总体的 18%
评分方式
14.6/60星标 — 9 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
forks0
stars9
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

55中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
44.7/46.8议题解决 — 96% 的议题已关闭
37.6/38.3PR 接受 — 已裁定的 PR 中 376/382 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs376
open_issues1
closed_issues22
issue_closed_ratio0.957
closed_unmerged_prs6
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
9.8/25所有者影响力 — N283T 有 22 位关注者
17.5/25既往记录 — 44 个公开仓库,账户约 2 年
所用输入
followers22
owner_typeUser
is_verified
owner_loginN283T
public_repos44
account_age_days995
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。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 23 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
packageszsasa
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

80良好 · 占总体的 20%

工程实践

66中等
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://n283t.github.io/zsasa/
10/10仓库描述
10/10主题标签 — 5 个主题标签
10/10Wiki
所用输入
topicsbioinformatics, python, sasa, structural-biology, zig
has_wiki
homepagehttps://n283t.github.io/zsasa/
has_readme
has_docs_dir
has_description

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?

42存在风险 · 占总体的 16%

安全态势

42存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.2/2.5CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 43 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.2
已排除计分(无数据或不适用):branch_protection。 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?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

69中等 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 99 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.99
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes6,650
评分方式
18/18一条命令的引导启动 — benchmarks/external/freesasa_batch/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — website/tsconfig.json
10/10可复现环境 — Dockerfile, Nix, 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
2/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
所用输入
has_nix
has_tests
lockfilespackage-lock.json, uv.lock
has_dockerfile
typed_language
bootstrap_filesbenchmarks/external/freesasa_batch/Makefile
has_devcontainer
has_linter_config
typecheck_configswebsite/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Zig,已配置类型检查(website/tsconfig.json)
55/55可控的文件大小 — 采样的 70 个源文件中有 0 个超过 60KB
所用输入
primary_languageZig
largest_source_bytes37,433
source_files_sampled70
oversized_source_files0

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

9GitHub 星标
1贡献者
896最近 12 个月提交数
0距最近推送天数
24发布版本数
1巴士系数(bus factor)
1开放议题
npm, 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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:zsasa@0.9.1; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 4.2 / 10
4.2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)。Scorecard v5.5.0 · 2026-07-28 03:35 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests27 out of 28 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities43 existing vulnerabilities detected
直接依赖 7
注册表软件包版本约束清单文件
PyPInumpy>=1.24python/pyproject.toml
PyPIcffi>=1.15python/pyproject.toml
npm@docusaurus/core^3.7website/package.json
npm@docusaurus/preset-classic^3.7website/package.json
npmprism-react-renderer^2.4website/package.json
npmreact^19.0website/package.json
npmreact-dom^19.0website/package.json
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
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          "body": "* docs: design workflow manifest\n\n* docs: plan workflow manifest implementation\n\n* feat: add workflow manifest parser\n\n* fix: reject duplicate workflow manifest keys\n\n* fix: detect empty duplicate workflow sections\n\n* feat: require TOML custom classifiers\n\n* fix: tighten legacy classifier config rej\n[…]\nkflow classifier docs\n\n* fix: include workflow manifest read errors\n\n* test: add workflow smoke fixtures\n\n* fix: create calc workflow output directories\n\n* fix: honor calc classifier workflow override",
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          "body": "docs: update logo SVG assets",
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          "headline": "Merge pull request #356 from N283T/codex/update-logo-svg",
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          "headline": "Merge pull request #355 from N283T/codex/add-logo-readme",
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          "body": "The Build & Publish workflow has been silently broken since v0.2.9 because\nPR1 missed several Zig version pins outside build.zig.zon / flake.nix /\n.github/workflows/. v0.2.10's wheel/Docker publish surfaced these plus\ntwo follow-on issues.\n\nChanges:\n\n- **Bump Zig 0.15.2 → 0.16.0 in 9 files** missed \n[…]\neamTooLong errors on benign reads (broke\n  the Windows wheel test for examples/1ubq.cif). For trusted local input\n  files .unlimited is acceptable; mmapFile callers already trust the path.\n\nRefs: #342",
          "is_bot": false,
          "headline": "fix: clean up Zig 0.15.2 pins and Windows mmap reader regression (#353)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T12:36:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01a96229a483c444e3f005aec25a46f1d4e5ab85",
          "body": "- Bump version in build.zig, build.zig.zon, python/pyproject.toml, python/uv.lock\n- Bump flake.nix derivation version from 0.2.4 → 0.2.10 (catches up the stale Nix derivation field that previous releases missed)\n- CHANGELOG entry for the gzip → native std.compress.flate revert (#351)\n\nRefs: #342",
          "is_bot": false,
          "headline": "release: v0.2.10 (#352)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T12:17:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3691a63be747ada9d816816e8803fce10f4a3725",
          "body": "* fix: revert gzip to native std.compress.flate\n\nThe upstream panic (ziglang/zig#25035) that prompted #320's C-zlib workaround\nis fixed in Zig 0.16. Restore the native flate decompressor while preserving\nthe 4 GB decompression-bomb cap and the public API (readGzip / readGzipLimited\n/ DEFAULT_MAX_SIZ\n[…]\ns without\n.link_libc; on Linux the explicit flag is mandatory and removing it\nbroke the Linux jobs in CI for #351.\n\nThe CLI executable does not need libc — it uses GeneralPurposeAllocator.\n\nRefs: #342",
          "is_bot": false,
          "headline": "fix: revert gzip to native std.compress.flate (#351)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T12:06:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c323fd4a82fb379d981f73bd365a7518eb1c5290",
          "body": "Implementation plan for reverting the C-zlib gzip workaround introduced\nin #320 back to native std.compress.flate. Covers the 3-commit sequence\nfrom the migration spec (rewrite gzip.zig, drop zlib from build.zig,\ndrop zlib from build.zig.zon) plus full verification matrix including\nthe 2oxd.cif.gz headline check.\n\nRefs: #342",
          "is_bot": false,
          "headline": "docs: add Zig 0.16 migration PR2 plan (#350)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T11:26:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aaa726c6f5dfce4e27823ae6c0b0c27154bd86f5",
          "body": null,
          "is_bot": false,
          "headline": "release: v0.2.9 (#349)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T11:04:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bb95928ac4d27f9564b8fa25c7e3a7c71f22038",
          "body": "* chore: bump toolchain to Zig 0.16.0\n\n* refactor: introduce Io.Threaded in main and thread io through subcommands\n\nConstruct one std.Io.Threaded (.init_single_threaded) in main() and\nthread std.Io through to calc.run, batch.run, traj.run, and\ncompile_dict.run. Subcommand handlers accept io as a stu\n[…]\nexpand wrapper comment to explain why zlib_wrapper.h exists\n  (addTranslateC requires b.path(), not a dependency lazy path)\n- src/c/zlib_wrapper.h: add one-line rationale comment referencing build.zig",
          "is_bot": false,
          "headline": "chore: migrate to Zig 0.16 (#345)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T10:53:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27729b29732ec5b4dd4f714330f3d663d61df617",
          "body": "* docs: add Zig 0.16 migration design spec\n\nTwo-PR plan to migrate zsasa from Zig 0.15.2 to 0.16.0 (issue #342):\n- PR1: toolchain bump + 0.16 API migration\n- PR2: revert gzip C-zlib workaround to native std.compress.flate\n\nEach PR ships independently as a patch release.\n\n* docs: add Zig 0.16 migrati\n[…]\nontainer conversion, @cImport relocation, float-to-int audit,\nand verification (build/test/smoke matrix/python bindings).\n\nRefs #342, spec docs/superpowers/specs/2026-04-26-zig-016-migration-design.md",
          "is_bot": false,
          "headline": "docs: add Zig 0.16 migration spec and PR1 plan (#344)",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-26T06:11:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e52d97019d39f4c888d34a28b7e8882b97ad077",
          "body": "fix: bump python/pyproject.toml to 0.2.8",
          "is_bot": false,
          "headline": "Merge pull request #341 from N283T/fix/release-version-sync",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T12:58:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db0f334e19827abb877e26d38e2fb9bcba5a2053",
          "body": "Was missed in the v0.2.8 release, causing PyPI publish to fail\n(wheels were built as 0.2.7, which already exists on PyPI).",
          "is_bot": false,
          "headline": "fix: bump python/pyproject.toml version to 0.2.8",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T12:55:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebe977d31458eef1dc6d29ac8b0f99d295dd98da",
          "body": "release: v0.2.8",
          "is_bot": false,
          "headline": "Merge pull request #340 from N283T/release/v0.2.8",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T05:28:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac84e00aeb1284204d6f5f788f94214cced16828",
          "body": "- SDF/MOL file support (V2000/V3000)\n- --sdf option for CCD-unregistered compounds\n- --mol option for molecule selection\n- Batch SDF expansion (per-molecule SASA)\n- ProtOr as CCD alias, Python CCD default\n- Memory safety fixes",
          "is_bot": false,
          "headline": "release: v0.2.8",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T04:59:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d23483be880239efbe98fc32e125088df16a3459",
          "body": "fix: process SDF molecules independently",
          "is_bot": false,
          "headline": "Merge pull request #339 from N283T/fix/sdf-per-molecule",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T04:54:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9588f651a82ebb089e4fc1dfac9bde1cad0cc95e",
          "body": "- C1: Log warnings on SDF read/parse failures in buildWorkItems\n- I1+I2: Log warnings for toStoredComponent and dict allocation failures\n  in processOneSdfMolecule instead of silently discarding errors\n- I3: Initialize result slot on double alloc failure in parallelWorker\n- I4: Free display_name str\n[…]\nlecules in selectMolecule\n- M3: Move doc comment to correct function (runBatchSequential)\n- M4: Warn when display name fallback to filename occurs\n- M5: Mention 1-based indexing in --mol error message",
          "is_bot": false,
          "headline": "fix: address review issues for SDF per-molecule processing",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T04:44:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2edf1c32fd9063be95bf081a61a0d14d65cb44c",
          "body": "Multi-molecule SDF files previously combined all molecules into a single\nAtomInput (as chains A, B, C...), causing inter-molecule SASA interference.\n\ncalc: add --mol=NAME|N option to select a specific molecule; default to\nfirst molecule with a warning when multiple exist.\n\nbatch: expand each SDF fil\n[…]\n every molecule\ngets its own independent SASA calculation. Output files use stem_molname\nformat (e.g., two_molecules_water.json).\n\nsdf_parser: add test for single-molecule slice usage via toAtomInput.",
          "is_bot": false,
          "headline": "fix: process SDF molecules independently instead of as one structure",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T04:28:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6b1d6ba44144f7750b93e72e1a4ae593545a31a5",
          "body": "feat: add SDF/MOL file support",
          "is_bot": false,
          "headline": "Merge pull request #338 from N283T/feature/sdf-support",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T04:05:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b23a55467f5b76da73dbddb566a5afaf006a5825",
          "body": "PR #337 changed the default classifier from NACCESS to CCD in\nPython bindings, but tests were not updated. Fix:\n- Update expected radii to CCD values (ALA:O 1.42, not 1.40)\n- Add explicit NACCESS classifier to NACCESS-specific tests\n- Add CCD-specific test for unknown residue behavior (returns None)",
          "is_bot": false,
          "headline": "fix: update Python classifier tests for CCD default",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T03:59:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11d53880291291a721a146960d05315a5977b1b9",
          "body": "- C1: Fix toAtomInput over-allocation when >26 molecules by computing\n  max_chains before the first-pass atom count\n- C2: Free StoredComponent on components.put failure in all locations\n- C3: Check for duplicate molecule names before inserting to avoid\n  silent replacement and StoredComponent leak\n-\n[…]\nting double-free bug in parseSingleMolecule V3000 error\n  path (errdefer freed name that parseV3000Body already owns)\n- Add tests: >26 molecules chain limit, V3000 bad bond index, bond\n  order mapping",
          "is_bot": false,
          "headline": "fix: address critical and important issues from SDF PR review",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T03:52:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b077f976930c0009d3084356029cd27969203405",
          "body": null,
          "is_bot": false,
          "headline": "docs: add SDF/MOL to supported input formats in README",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:40:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63bc9b270d14b3548aa3c154098158f50e958a29",
          "body": "…traj\n\nAdd .sdf case to readInputFile in calc.zig and batch.zig, enabling\ndirect SDF file input with auto-format detection. Add --sdf=PATH CLI\noption to all three subcommands for loading external SDF bond topology\ninto the CCD classifier. SDF components from input files are\nauto-registered as CCD components (Task 9). The --sdf option can be\nspecified multiple times (up to 16 paths) and takes priority order:\nexplicit --sdf > auto-detected SDF > inline mmCIF > external CCD.",
          "is_bot": false,
          "headline": "feat: add SDF input support and --sdf CLI option to calc, batch, and …",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:36:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6fc27254eded38ecdb02c94de2153aacb7ce9b7",
          "body": "Add SDF and MOL file extensions to format detection so the system\ncan recognize .sdf, .sdf.gz, .mol, .mol.gz files (and uppercase\nvariants) and map them to the new `sdf` InputFormat variant.",
          "is_bot": false,
          "headline": "feat: add SDF/MOL format detection",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:27:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16d66e8da766133ead440746d98b2bb3d653ca37",
          "body": "Add two conversion functions to bridge SDF molecules with the CCD\nclassifier and SASA calculation pipeline:\n\n- toStoredComponent: converts SdfMolecule bond topology into a\n  StoredComponent that the CCD classifier can use for hybridization\n  analysis. Generates atom names as element+counter (C1, C2,\n[…]\nO1...).\n\n- toAtomInput: converts SDF molecules into AtomInput for SASA\n  calculation. Each molecule maps to a separate chain (A-Z), with\n  element VdW radii as defaults and optional hydrogen skipping.",
          "is_bot": false,
          "headline": "feat: add toStoredComponent and toAtomInput for SDF parser",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:25:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9072e04c8ec3241cfc499a76ca39981346c854d2",
          "body": "Replace the V3000 stub with a working parser that handles\nM V30 CTAB blocks including COUNTS, ATOM, and BOND sections.\nBond indices are converted from 1-based to 0-based with validation.",
          "is_bot": false,
          "headline": "feat: add SDF V3000 parser support",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:22:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0eb3203a1f18b13d68ebbe742c378de4f0f112f2",
          "body": "- Free name allocation on premature EOF return-null paths to prevent leaks\n- Separate toOwnedSlice calls with errdefer to prevent atoms leak if bonds fail\n- Use idiomatic try+orelse instead of catch-return for parseSingleMolecule\n- Extract sdfBondOrder helper for reuse in future V3000 parser",
          "is_bot": false,
          "headline": "fix: resolve memory safety issues in SDF parser",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:19:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53070e608ba5a5e204706c73629c92525ada89b2",
          "body": "Implements core SDF parser (sdf_parser.zig) with:\n- V2000 atom block parsing (coordinates + element symbols)\n- V2000 bond block parsing (1-based to 0-based index conversion)\n- Multi-molecule SDF support (separated by $$$$)\n- MOL file compatibility (single molecule without $$$$)\n- CRLF line ending handling\n- V3000 detection stub (returns error.InvalidV3000)\n- Comprehensive error handling and 7 embedded tests",
          "is_bot": false,
          "headline": "feat: add SDF/MOL parser with V2000 support",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beff839dbd074a0d0c1c0ace526299bb042a9e08",
          "body": "…rmats",
          "is_bot": false,
          "headline": "test: add SDF test data files for V2000, V3000, and multi-molecule fo…",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:13:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bbd6993f1fc1c8c5479a76ea86c0b57b64c80b1",
          "body": "11-task plan covering:\n- SDF V2000/V3000 parser\n- Format detection\n- calc/batch/traj --sdf option\n- Auto CCD component registration for SDF input\n- Integration tests",
          "is_bot": false,
          "headline": "docs: add SDF support implementation plan",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T02:06:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c576e2df933922a93e152483d553aa9f03d211c6",
          "body": "Design for two use cases:\n1. SDF as direct input file for SASA calculation\n2. --sdf option to provide bond topology for CCD-unregistered compounds",
          "is_bot": false,
          "headline": "docs: add SDF file support design spec",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:57:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afd056a77780cbbff933adeaa504f4cca8446599",
          "body": "feat: warn when --include-hydrogens used with CCD classifier",
          "is_bot": false,
          "headline": "Merge pull request #337 from N283T/feature/ccd-skip-hydrogens",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:39:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9cdb555f84b22aa658becd20b6bcdcae39e7c7e",
          "body": "MD trajectories typically contain explicit hydrogen atoms. CCD/ProtOr\nuse united-atom radii (implicit H), which causes double-counting with\nexplicit H. NACCESS handles explicit H via element fallback (H=1.10A).\n\n- Change traj default classifier from null to NACCESS\n- Update traj help text to explain the default\n- Update docs: Quick Recommendation shows per-command defaults\n- Simplify united-atom radii warning to recommend zsasa traj for MD",
          "is_bot": false,
          "headline": "feat: default traj classifier to NACCESS for MD trajectories",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:37:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcdc1d518cf2c7dab57ff3eea67ce386107d7281",
          "body": "CCD uses united-atom radii where heavy atom radii already account for\nimplicit hydrogens. Including explicit H atoms causes double-counting.\n\n- Add warning in calc.zig, batch.zig, traj.zig when CCD/ProtOr +\n  --include-hydrogens is detected\n- Add docs warning about united-atom radii and explicit hydrogens\n- Document workarounds for MD trajectories with explicit H",
          "is_bot": false,
          "headline": "feat: warn when --include-hydrogens used with CCD classifier",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:34:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "621db008a8a835ca6f0e68cb63407cdb1c74fbc0",
          "body": "docs: update classifier docs for ProtOr-CCD alias",
          "is_bot": false,
          "headline": "Merge pull request #336 from N283T/docs/protor-ccd-alias-update",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:34:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51b81e13b7fa7cdc9d8915c971a34ba92d79fd1a",
          "body": "- CCD is now documented as default (not ProtOr)\n- ProtOr listed as alias for backward compatibility\n- Merge ProtOr/CCD Key Differences columns into single \"CCD (= ProtOr)\"\n- Update all code examples to use ClassifierType.CCD\n- Simplify CCD section intro (no longer contrasts with ProtOr)",
          "is_bot": false,
          "headline": "docs: update classifier docs to reflect ProtOr-CCD alias",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:27:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b03d9e376d5593b9fd6f7b23e729c1826e8ab43",
          "body": "refactor: make ProtOr an alias for CCD classifier",
          "is_bot": false,
          "headline": "Merge pull request #335 from N283T/refactor/protor-ccd-alias",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:25:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c648ddabe53b55ac0eeb54b24e85dec154b4a64b",
          "body": "- Fix traj.zig parseClassifierType to use ClassifierType.fromString()\n  (was hand-rolled parser that didn't accept \"ccd\")\n- Unify Python defaults to CCD across all modules:\n  batch.py, biotite.py, biopython.py, gemmi.py\n- Fix calc.zig error message classifier ordering\n- Update c_api.zig constant comments (PROTOR = alias, CCD = default)",
          "is_bot": false,
          "headline": "fix: address review findings — traj parser, defaults, comments",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:24:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4ea2fa4d513a94881f3aba39377c99232efd941",
          "body": "ProtOr and CCD use identical radii for standard residues. CCD is a\nstrict superset that additionally handles non-standard residues via\nbond topology analysis. This removes the redundant classifier_protor.zig\nand routes all ProtOr lookups through CcdClassifier.\n\nChanges:\n- Delete src/classifier_proto\n[…]\nfrom protor to ccd\n- Update Python bindings default from NACCESS to CCD\n- HETATM auto-include remains ccd-only (no behavior change for protor users)\n- Update CLI help text and classifier documentation",
          "is_bot": false,
          "headline": "refactor: make ProtOr an alias for CCD classifier",
          "author_name": "N283T",
          "author_login": "N283T",
          "committed_at": "2026-04-13T01:17:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6460ee260163cbeee27c4baa0dd85bcef36c2d1c",
          "body": "docs: rewrite CCD classifier section with accurate architecture",
          "is_bot": false,
          "headline": "Merge pull request #334 from N283T/docs/ccd-classifier-details",
          "author_name": "N283T",
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            ]
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          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
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            "key": "popularity",
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                  }
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                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
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                      "count": 0
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                ],
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              {
                "key": "watchers",
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                    "code": "watchers",
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                      "count": 1
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                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
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              },
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                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "MIT"
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              {
                "key": "code_of_conduct",
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "pr_template",
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          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 1
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
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                "details": [
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                "key": "commit_distribution",
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                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 376,
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              "closed_issues": 22,
              "issue_closed_ratio": 0.957,
              "closed_unmerged_prs": 6
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 44.7,
                "status": "partial",
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                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "376/382 decided PRs merged",
                "points": 37.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 376,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 47,
            "inputs": {
              "followers": 22,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "N283T",
              "public_repos": 44,
              "account_age_days": 995
            },
            "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": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "22 followers of N283T",
                "points": 9.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 22,
                      "login": "N283T"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "44 public repos, account ~2 yr old",
                "points": 17.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 44
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
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                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
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            },
            "components": [
              {
                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "23 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 23
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                      "count": 3
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                "max_points": 24
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                "key": "tests_present",
                "name": "Tests present",
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                "key": "linter_config",
                "name": "Linter config",
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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              },
              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "27 out of 28 merged PRs checked by a CI test -- score normalized to 9",
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "bioinformatics",
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              "has_wiki": true,
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            "components": [
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                "key": "readme",
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                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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                "key": "documentation_homepage_site",
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              },
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                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
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                "key": "topics",
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                "detail": "5 topics",
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                "status": "met",
                "details": [
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                "max_points": 10
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                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.2
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            "components": [
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                "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
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                "status": "partial",
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              },
              {
                "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": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 6 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 2",
                "points": 1,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "43 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.99,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 6650
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "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": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "benchmarks/external/freesasa_batch/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "website/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "benchmarks/external/freesasa_batch/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                    }
                  }
                ],
                "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": [],
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              },
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                "key": "static_type_checking",
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                "detail": "website/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
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                "detail": "no automated dependency updates observed",
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                "details": [
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              },
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                "key": "openssf_scorecard_pinned_dependencies",
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                "points": 2,
                "status": "partial",
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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              "oversized_source_files": 0
            },
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                "status": "partial",
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/70 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
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                ],
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              }
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          },
          {
            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
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                "detail": null,
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              },
              {
                "key": "mcp_server",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
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          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "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",
    "deps.dev does not index pypi:zsasa@0.9.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T03:35:26.781985Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/N283T/zsasa.svg",
  "full_name": "N283T/zsasa",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.