公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 06:51 UTC

electorama / abiftool

Convertion of ABIF to/from other formats

Python自定义许可证★ 6 星标⑂ 2 复刻始于 2023年8月在 GitHub 上查看 ↗

electorama/abiftool 的健康指数为 100 分中的 41 分,处于「存在风险」区间。 其得分最高的类别是Engineering Quality(76/100),最低的是Community & Adoption(29/100)。 最近一次更新在 305 天前。 近期的大部分工作由 1 位贡献者完成。

41
总分 / 100
存在风险

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。

41
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。

Abandonment Policy applies a 85% multiplier to weighted overall health.

所有权

0 关注者5 个公开仓库始于 2017年1月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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
PyPIabiftool0.34.013813298 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?

40存在风险 · 占总体的 22%
评分方式
3.6/36推送新近度 — 最近一次推送于 305 天前
6.2/36提交节奏 — 52 周中有 9 周有提交
15.8/18提交量 — 最近一年 56 次提交
0/10OpenSSF 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_year56
human_commit_share1
days_since_last_push305
active_weeks_last_year9

发布纪律

60中等
评分方式
27/27有发布版本 — 已发布 3 个发布版本
7.2/36发布时效 — 最近一次发布版本于 367 天前
19.8/27发布节奏 — 约每 84.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count3
latest_release_tagv0.32.0
releases_from_tags
days_since_latest_release367
mean_days_between_releases84.1
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

29危急 · 占总体的 18%
评分方式
11.3/60星标 — 6 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 1 位关注者
所用输入
forks2
stars6
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

44存在风险
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件,但不是可识别的许可证
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
28.6/80月度下载量 — pypi 合计每月 138 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
packagesabiftool
dependents
ecosystemspypi
total_downloads
monthly_downloads138
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?

47存在风险 · 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
0.2/22.5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
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.992
评分方式
9.3/46.8议题解决 — 20% 的议题已关闭
38.2/38.3PR 接受 — 已裁定的 PR 中 1/1 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs1
open_issues4
closed_issues1
issue_closed_ratio0.2
closed_unmerged_prs0
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
0/25所有者影响力 — electorama 有 0 位关注者
17.7/25既往记录 — 5 个公开仓库,账户约 9 年
所用输入
followers0
owner_typeOrganization
is_verified
owner_loginelectorama
public_repos5
account_age_days3,490
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
26/35发布时效 — 最近一次发布于 298 天前
20/20版本历史 — 13 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
packagesabiftool
ecosystemspypi
any_deprecated
min_days_since_publish298

工程质量

基础的工程与文档实践是否到位?

76良好 · 占总体的 20%

工程实践

60中等
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
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

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://electorama.com/abiftool
10/10仓库描述
10/10主题标签 — 10 个主题标签
10/10Wiki
所用输入
topicscondorcet-methods, election, election-analysis, election-data, instant-runoff, instant-runoff-voting, star-vote, condorcet, copeland, voting-systems
has_wiki
homepagehttps://electorama.com/abiftool
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?

45存在风险 · 占总体的 16%

安全态势

31存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
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
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5许可证 — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.1
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。
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
sourceosv
advisories0
affected_packages0
assessed_packages16
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
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:abiftool@0.34.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 16 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

34存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 77 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_share0.77
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 67 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes39,188
source_files_sampled67
oversized_source_files0

关键数据

6GitHub 星标
2贡献者
56最近 12 个月提交数
305距最近推送天数
3发布版本数
1巴士系数(bus factor)
4开放议题
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

更多细节

Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork

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。

111222212024-072024-072024-08
OpenSSF Scorecard 3.1 / 10
3.1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 · 2026-07-25 06:51 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 6
注册表软件包版本约束清单文件
PyPIBeautifulSoup4pyproject.toml
PyPIgraphvizpyproject.toml
PyPIopenpyxlpyproject.toml
PyPIpandaspyproject.toml
PyPIrequestspyproject.toml
PyPITexttablepyproject.toml
全部依赖 9

来自 GitHub 依赖图的完整解析依赖集合:6 个直接依赖与 3 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
PyPIbeautifulsoup4直接
PyPIgraphviz直接
PyPIopenpyxl直接
PyPIpandas直接
PyPIrequests直接
PyPItexttable直接
PyPIidna间接
PyPIsoupsieve间接
PyPIurllib3间接
依赖安全公告 0

安装 pypi:abiftool@0.34.0 会引入 16 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": [
        "condorcet-methods",
        "election",
        "election-analysis",
        "election-data",
        "instant-runoff",
        "instant-runoff-voting",
        "star-vote",
        "condorcet",
        "copeland",
        "voting-systems"
      ],
      "is_fork": false,
      "size_kb": 544,
      "has_wiki": true,
      "homepage": "https://electorama.com/abiftool",
      "languages": {
        "Shell": 1263,
        "Python": 398376
      },
      "pushed_at": "2025-09-23T06:29:49Z",
      "created_at": "2023-08-21T05:45:29Z",
      "owner_type": "Organization",
      "updated_at": "2025-12-03T22:01:22Z",
      "description": "Convertion of ABIF to/from other formats",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "electorama",
      "company": null,
      "location": null,
      "followers": 0,
      "avatar_url": "https://avatars.githubusercontent.com/u/24881324?v=4",
      "created_at": "2017-01-02T20:06:33Z",
      "is_verified": null,
      "public_repos": 5,
      "account_age_days": 3490
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.32.0",
          "kind": "minor",
          "published_at": "2025-07-22T23:44:56Z"
        },
        {
          "tag": "v0.31.0",
          "kind": "minor",
          "published_at": "2025-07-11T10:03:49Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2025-02-04T21:20:29Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "a8964781ad43cfb6441937a337de8b3063f84daa",
          "body": "This was largely ChatGPT's work.  I'm way too lazy to put type\ndeclarations on my return values. :-)",
          "is_bot": false,
          "headline": "feat(fetchspec): adding a converter utility for fetchspecs",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-23T06:26:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5acc61505097b81fbfff30cc66895e2b4cd1fac8",
          "body": "docs/nyc-cvr.md was mostly composed by many LLMs (ChatGPT, Claude, and\nGemini).",
          "is_bot": false,
          "headline": "Cleaning up some ChatGPT cruft and adding docs/nyc-cvr.md",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-23T04:17:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cef7eb36bb2fc8a077505e7685e7d2587e89b53",
          "body": "These were all added via vibecode (ChatGPT 5 Thinking, specifically),\nso there could be many mistakes.  I checked a contest or two and the\nresults look truthy, FWIW.",
          "is_bot": false,
          "headline": "Adding 110 elections from NYC 2025",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-23T04:11:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "094eb8db045a177738859ab4669c86177f12cae2",
          "body": "The old version lumped all 51 NYC City Council districts into a single\nelection.  This version allegedly fixes that.",
          "is_bot": false,
          "headline": "Fixing up generate_nyc_fetchspec.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-18T22:19:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f41eaabee418f38e56e0d76ed801620e00da02c",
          "body": "I let Gemini churn on this for quite a while, and this is what\neventaully resulted.  I haven't done any real testing of this, so\nbuyer beware.  Previously, it fetchmgr only processed the mayor's\nrace.  Now, it presumably processes all elections in the zipfile.",
          "is_bot": false,
          "headline": "feat(fetchmgr): expand processing of March 2025 NYC primary election",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-14T00:17:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "472cefb6f93f4c0f73f2491fac00c64c32de70c6",
          "body": null,
          "is_bot": false,
          "headline": "fix(star): repair STAR rendering when zero ballots are found",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-08T01:19:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb2387a73197ffdb5d032045b6940c76775ae0dd",
          "body": null,
          "is_bot": false,
          "headline": "fix(choose_one): better handling of choose_one ballot type",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-08T00:04:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "274726f9054f930b44522166c2c50377a8bf9c72",
          "body": "…her cleanup\n\nI berated ChatGPT until it finally became clear that a light\nrefactoring was in order.  ChatGPT moved some functions into\ntransform_core.py at my direction, and then I cleaned up some notices\nthat it generated.",
          "is_bot": false,
          "headline": "feat: refactored ballot transformation into new transform_core.py; ot…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-07T09:14:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35a247950780385f89316574adac9e3b023529c2",
          "body": "…nsformed ballots",
          "is_bot": false,
          "headline": "docs: updating the docs to emphasize some design decisions around tra…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-06T23:02:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1312323ce652d6ee911b33e636281050a597dbd3",
          "body": null,
          "is_bot": false,
          "headline": "feat(pairwise): notice cleanup (e.g adding Copeland tie notices)",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-06T05:19:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b83a5b3599067218fa2c62be257b4bd825e300fe",
          "body": "…any ballots",
          "is_bot": false,
          "headline": "feat(approval, fptp): fixing up overvote counting/notice for choose-m…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-06T02:38:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49f3d7a17ca0a9de2ac18b172e28067f61c71892",
          "body": "…eland\n\nThere was also some function renaming:\n* approval_to_ranked_global_order => build_ranked_from_choose_many",
          "is_bot": false,
          "headline": "feat(approval, condorcet): add choose-many => ranked transform to Cop…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-05T09:16:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "abf30392b3cac3a4ed3daddc725e3850420af52e",
          "body": "This version converts from approval voting results (e.g. the St. Louis\nmayoral results) to ranked ballots (like those used in in IRV\nelections or Condorcet/Copeland elections).  This was mostly vibecoded\nwith ChatGPT.  The \"ranked_global_order\" algorithm orders all\ncandidates in reverse approval ord\n[…]\ne up with the ranked_global_order\nalgorithm; my particular flourish was choosing reverse aggregate\napproval as the deterministic order.  It's a quick-n-dirty estimate\nthat's not too hard to calculate.",
          "is_bot": false,
          "headline": "feat(approval): converting from choose_many ballots to ranked ballots",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-05T06:23:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0de972626967d76f35557f5968ebafde72f049df",
          "body": "The approval-voting ballots from St. Louis show too many exhausted\nvotes in the IRV/RCV tallies.  I'm in the process of coming up with an\nalgorithm that guesses the rankings of folks that approve of many\ncandidates, but that's not done yet...",
          "is_bot": false,
          "headline": "feat: adding disclaimer to IRV/RCV results when choose-many ballots used",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-05T02:23:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0e49454e77085f303b255edefb271a16d4e1e90",
          "body": "…slug\")",
          "is_bot": false,
          "headline": "fix(stlcvr): simplify metadata (removing \"contest_name\" and \"contest_…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-04T08:06:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "135e0f14e7fe002567dfb39aa62cae71e4c89c84",
          "body": "…urls\n\nSome of the metadata added:\n* election_name: Election event name/title as provided by the source (when availabl\ne)\n* election_date: Election date as provided by the source (when available)\n* jurisdiction: Jurisdiction or authority name (when available)\n* contest_native_id: Native contest iden\n[…]\nfficial_results_url: Canonical official results page or PDF for this contest\n* electowiki_url: Link to the Electowiki page for this contest\n* ext_url_01 .. ext_url_09: Ordered external reference links",
          "is_bot": false,
          "headline": "feat(stlcvr, metadata): adding stlcvr input format; lots of metadata/…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-04T06:37:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5fd55f02fc155c19973c63e83bf8d5d2cdd11039",
          "body": null,
          "is_bot": false,
          "headline": "docs: adding tests.md docs generated by Claude",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-04T03:44:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "135d9c13f24edc885a248f1e6df7fad237769c3c",
          "body": null,
          "is_bot": false,
          "headline": "docs: initial plan for implementing full support for stlcvr",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-03T23:59:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67183af8d195db2c70a4be2db85929e281db50c2",
          "body": "…val-vote\n\nThis version provides basic downloading support from here:\nhttps://github.com/fsargent/approval-vote/raw/refs/heads/main/st-louis-cvr/data/CVRExport-8-27-2025.zip",
          "is_bot": false,
          "headline": "feat: stub support for St. Louis CVRs, downloaded from fsargent/appro…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-03T23:38:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "735f46ddcad3307ee4268d20a888cc015142374e",
          "body": "I'd like to leave the extension on the executable for now.",
          "is_bot": false,
          "headline": "build: bumping abiftool version to 0.34.0rc1; naming tweaks",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-09-02T04:58:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2f54dd0dafae2155294a61860caacabda566448",
          "body": "…anked ballots",
          "is_bot": false,
          "headline": "feat(approval): improved description of approval approximation from r…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-28T00:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a303422065d61ca10a2073206725a8dffdc8128b",
          "body": null,
          "is_bot": false,
          "headline": "build: bump version to 0.33.0",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-24T03:44:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f54985654dc95b133123e3ef3e610ff3d1b437af",
          "body": null,
          "is_bot": false,
          "headline": "build: fixing file hierachy of testdata; bumping to 0.33.0rc3",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-20T06:56:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "139e0a845fc6a8067489846238765f63d961ba04",
          "body": "…0rc2",
          "is_bot": false,
          "headline": "build: bundling testdata with abiftool pypi pkg, and bumping to 0.33.…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-20T06:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c620824f0a595a4bbcc708246ea858e4cf7b339",
          "body": null,
          "is_bot": false,
          "headline": "build: bumping version to 0.33.0rc1",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-19T22:22:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dc60890446e502078637d433a434526b10a4b25",
          "body": null,
          "is_bot": false,
          "headline": "feat(fptp): adding notice when ranked ballots counted with FPTP",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-18T06:09:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ab9977c93d840c760e11b29dbc67c2f8c780d55",
          "body": "I'm not thrilled with the name choice of this function, but I didn't\nfight Claude about it.  It would seem we now have both\nIRV_result_from_abifmodel and IRV_dict_from_jabmod, and it's not\nintuitive that one is a wrapper around the other.",
          "is_bot": false,
          "headline": "feat(irv): adding IRV_result_from_abifmodel",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-18T01:45:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9958b1f45cfb1c4eef37afe3da0803d119b91c04",
          "body": null,
          "is_bot": false,
          "headline": "feat(pairwise): adding note when Copeland tie occurs",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-17T11:22:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11f23becc6ed0ed1e44da791c4815dcc9fb39f2f",
          "body": null,
          "is_bot": false,
          "headline": "feat(star): added pct template strings needed for STAR results",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-17T00:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fdc705eb295086bfa8df7184375efe8d1dfedc29",
          "body": null,
          "is_bot": false,
          "headline": "feat(scorestar): Adding percentages to the text and JSON output",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-16T06:53:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eceb42a658f6ed9e03b97f4e6f9e98bcb82e3bbf",
          "body": "…ries\n\nThis new version provides interesting summaries for the Condorcet\nelections. Most of the code here was generated by Claude, but I\ndecided we should implement both wv and margins in the pairwise\ncomparison list.  I think this work will make it much easier to\nimplement Ranked Pairs and Schulze.",
          "is_bot": false,
          "headline": "feat(pairwise): beginnings of margins/wv implementation; richer summa…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-15T03:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f1d98b41770eaa732257a133cc675b2e6cb24d9",
          "body": null,
          "is_bot": false,
          "headline": "test: adding \"ballot_type\" and \"tally_method\" to burl2009.abif",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-14T02:10:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8876b0bb5f0e7ae5d666a93e229d700cc8fe7771",
          "body": "metadata.md is all stuff that should probably be incorporated into the\ncore ABIF spec.",
          "is_bot": false,
          "headline": "docs: adding metadata.md and TODO.org",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-14T01:16:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1890845d4b08924795db8fefe67c997647060e3c",
          "body": "…or find_ballot_type\n\n* Renamed detect_ballot_type to find_ballot_type\n* Changed find_ballot_type to read metadata if it exists\n* Other find_ballot_type refactoring (e.g. using core.py funcs now)\n* Renamed ballot_type for approval elections to \"choose_many\"",
          "is_bot": false,
          "headline": "feat(approval, util): reading ballot_type metadata if present; refact…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-13T23:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd32f0a207a942fdb1a37a012db948e899a7d3a3",
          "body": "detect_ballot_type() was previously in approval_tally.py",
          "is_bot": false,
          "headline": "chore(approval, util): moved detect_ballot_type() to util.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-13T05:03:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5598b3da46f0759375801a7ccb62eb66f0ac67e2",
          "body": null,
          "is_bot": false,
          "headline": "feat(approval): tweaked note regarding rank=>approval conversion",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-11T00:21:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10f3f7e92b1f3614a8762343d57d60cf2f823615",
          "body": "…tion",
          "is_bot": false,
          "headline": "feat(scorestar): Added NOTE to score_star_tally.py about Borda estima…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-10T08:43:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76b4073a8259bb6fd368f6e6e20971552dc30ca1",
          "body": null,
          "is_bot": false,
          "headline": "feat(score): adding JSON output with score to cli",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-08T22:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6256b276014eebabd4236cbb4617b60d91f42efd",
          "body": "Claude did most of this work, and I didn't check it as thorougly as I\nprobably should have.  No tests should have been removed; just moved.",
          "is_bot": false,
          "headline": "chore(test): some test shuffling, moving stuff out of core_test.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-08T21:47:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "842b3e3324c7a7b649257848b7b9931730937b38",
          "body": "mock-scorestar-tie.abif accidentally found a trailing space problem in\nthe ABIF parser. I want to fix that eventually, but I'd like to fix\nthe score tie issue too (mabye before fixing the parser errors).  It\nwould seem that I have all sorts of under-the-hood unimplemented\nfeatures with score and JSON as well.",
          "is_bot": false,
          "headline": "test(core): Add tests for trailing space in ABIF files",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-08T20:17:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c63e5a93b7461e649e7543384cf84d2c0bb8be62",
          "body": "* Added 'winner_names' and 'winner_tokens' to STAR JSON output\n* Added mock-scorestar-tie.abif which is tie in STAR and score\n* Added several tests to scorestar_test.py, some of which pass\n* Let Claude add all sorts of comments to scorestar_018 and _019, some\n  of which may be useful.",
          "is_bot": false,
          "headline": "fix(scorestar): Started working on robust tie handling",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-08T17:23:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79456e3e0d309906d83d1372d6d1cbb2f3e47bf5",
          "body": null,
          "is_bot": false,
          "headline": "fix(approval): change from Droop to Hare; make description more precise",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-07T09:33:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4e7132ac4c938599f58e94f868947983e9c1ca9",
          "body": "…ble_half\"\n\nThis was largely Claude's work, though it took some back-and-forth to\nkeep Claude from declaring victory too early.  I may add other\ntechniques for converting ballots other than \"favorite_viable_half\",\nso I was careful to name this algorithm so that I can add a variety of\nalgorithms later.",
          "is_bot": false,
          "headline": "fix(approval): Fixed the reverse Droop calc, now called \"favorite_via…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-07T08:12:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd02208235df0264fa359571e4bbd2c465901489",
          "body": null,
          "is_bot": false,
          "headline": "feat(approval): convert ranked ballots to approval using reverse Droop",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-06T06:51:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba796cfc020268d2c0dc20b24ed6b77e3ab0ac1",
          "body": "Claude seems to be doing a pretty good job helping me refactor here.\nThere's a lot of tests would be easy to move out of core_test.py now\nthat run_json_output_test_from_abif() has been moved into\nabiftestfuncs.py.",
          "is_bot": false,
          "headline": "chore(test): renaming json_test.py to core_test.py; use common func",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-05T07:14:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc390bf35f7d91f531fc2f886b68ce3df7b0b4b5",
          "body": "I'd like to move the ballot-type detection to core.py or a new file\neventually, since this code has little to do with approval voting.",
          "is_bot": false,
          "headline": "feat(approval): better ballot-type detection; initial approval tests",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-05T06:29:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "282aacfc57265c5a99f1ff9c4ffc2496d2d8042c",
          "body": "…vcm\"\n\nThere are many other changes made by Claude, partly at my behest, and\n(in the case of the design doc) partly despite I asked Anthropic's\nClaude not to nuke my changes.  It's fine(-ish).",
          "is_bot": false,
          "headline": "chore(approval): spell out viable-candidate maximum rather than use \"…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-04T02:15:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a3741796fdfc365057d02709f4188b0497f0ca1",
          "body": null,
          "is_bot": false,
          "headline": "feat(approval): first version of approval voting support",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-03T07:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "003d1061a7f39364bcc81b3f21f050a5b999e80e",
          "body": "\"hypothetical transfers\" is now just \"next choices\".  The new test\nfails with the old code.",
          "is_bot": false,
          "headline": "fix(irv): fix bug with countedqty calc; rename \"hypothetical transfers\"",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-08-01T07:16:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7490dd63f71d20f9e2cafdf6b5e910eb541b7679",
          "body": "…ions\"\n\nThis reverts commit 75eaac28c3cbdaeceb44ca57b17e6324e990f671.  It\ncauses many tests to fail, and I'm not sure why I allowed this one\nthrough.",
          "is_bot": false,
          "headline": "Revert \"Adding IRVextra mod/option for extra metadata about IRV elect…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T22:15:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0f406749e512b2a71ccc9f7916098cc7206941c",
          "body": "E501 is the line-length test.  I'm ignoring that for now, but I'm\nhoping to re-enable it after I'm merged back into main",
          "is_bot": false,
          "headline": "Running autopep8 on irv_tally.py, and having autopep8 ignore E501",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T21:55:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb8beb7b5e9d4e52699a21abbc2586001b45158a",
          "body": "While I'm on this branch, I don't want to embark on a PEP8 spree yet,\nbut I hope not to go any further backwards.  This list of\nIGNORED_ERRORS ws created using my branch point from \"main\".",
          "is_bot": false,
          "headline": "test(style): adding a code style checker that ignores everything",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T21:42:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b369cb3dddcfb88ef953b2dca77b0ca00b2b53ee",
          "body": "This one was pretty much all Claude's doing",
          "is_bot": false,
          "headline": "feat(irv): added IRVextra info; hypothetical next round transfers",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T20:24:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "is_bot": false,
          "headline": "Adding IRVextra mod/option for extra metadata about IRV elections",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T07:58:52Z",
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        },
        {
          "oid": "313570c71079d7fa86e754059d174b9bc1265b0c",
          "body": "* Changing \"include_elim_pairwise\" to \"include_irv_extra\"\n* Changing \"elim_pairwise_matrix\" to \"elimcand_supporter_pairwise_results\"",
          "is_bot": false,
          "headline": "fix(irv): Make structure naming and API naming better before it hardens",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
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        },
        {
          "oid": "332816ce1786c2bb6e9a53833bcf4a6e05fc8106",
          "body": "…ated candidates\n\nThis is all vibecoded from Gemini 2.5 Pro",
          "is_bot": false,
          "headline": "feat(irv): Adding IRVextra modifier to add pairwise info about elimin…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-26T00:39:47Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat(irv): adding pairwise prefs for candidates to the mix",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-25T21:54:43Z",
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        },
        {
          "oid": "818b7c678cc5b9539d8fa0bd8f94f4135e8c06ef",
          "body": "This change was offered by Google Gemini 2.5 Pro when I asked for a\nsolution to this bug:\nhttps://github.com/electorama/awt/issues/10\n\nI'm still negotiating a complete solution, but I wanted to check in\nthis little bit, because I thought it's interesting data to keep\naround.",
          "is_bot": false,
          "headline": "feat(api): adding \"transfers\" to the irvjson output",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-25T21:37:34Z",
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        },
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          "is_bot": false,
          "headline": "fix(fmt): fix reversal of cand_name and token",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-25T07:13:34Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2d4b5b24570581c1d959fb6a4132a28ae74ca173",
          "body": "I need to fix up awt so that the displayed results don't rely so much\non readable tokens, but this version shows Mamdani winning the\nelection (as ZKM254286), beating Cuomo/AMC254052 by 395255 to 296366\nin the final round.",
          "is_bot": false,
          "headline": "This version looks really promising",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-24T07:57:43Z",
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        },
        {
          "oid": "73896f1baa6dc904d096dc3b066af907350087de",
          "body": "I think it may be time to deal with the display when the candidate\nname is so completely decoupled from the candidate id.  Then I should\nalso make it so that NYC elections produce readable ids.  Or maybe\nvice versa.",
          "is_bot": false,
          "headline": "This version produces a credible-looking ABIF file with numeric ids",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-24T07:17:47Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Creating nycdem_fmt.py as a copy of sfjson_fmt.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-24T05:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a533741e6b9dd6397ffc19a973dc4e30bcb1f1d",
          "body": "…type as \"unknown\"",
          "is_bot": false,
          "headline": "Added new \"unknown\" format to fetchmgr.py, and updated NYC fetchspec …",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-24T05:11:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bec9805d4a82dc1984faa08fc7102f96e2f92d52",
          "body": "It's untested because we haven't yet created a new \"srcfmt\" for NYC's\nelections, and I know that \"sfjson\" is going to fail at processing\nthis zipfile.",
          "is_bot": false,
          "headline": "Added untested fetchspec generated by GPT-4.1 for the NYC elections",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-24T05:01:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "b6023e7993ac12cfc6f878b188587646050034bc",
          "body": null,
          "is_bot": false,
          "headline": "Bumping version to v0.32.0",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-22T21:15:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d08f55b762960e40bcb2ea10f86dc4efc5d69901",
          "body": null,
          "is_bot": false,
          "headline": "Sort candidate keys in each round by descending order of topranks",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-22T07:20:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fd9427a19ee5204d6b7a7ce223b71f355d936fa",
          "body": "test: Giving this Github workflow thing a whirl",
          "is_bot": false,
          "headline": "Create python-package.yml",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-21T08:07:52Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "build: bumping version to 0.31.1",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-21T01:36:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "986191d0dcd82b68ea45310e878fca1c4f7f09e7",
          "body": "This is mainly used by awt.py (in https://electorama.com/awt)",
          "is_bot": false,
          "headline": "fix(api): make get_abiftool_dir() slightly more robust",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-21T00:31:17Z",
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        },
        {
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          "is_bot": false,
          "headline": "build: Bump version to 0.31.1rc1 in pyproject.toml",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T21:01:53Z",
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        },
        {
          "oid": "572c1e0f3362ffe89def8f53ae5e6b2c4e47001c",
          "body": "…atGPT/GPT-4.1\n\n- Multiple tweaks and modest performance improvements in core and IRV tallying\n- Refactoring and code cleanup",
          "is_bot": false,
          "headline": "refactor(core,irv): performance optimizations and refactoring with Ch…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:55:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b884dd4f9ab5570f375bb4bb38f325d1f34f3c90",
          "body": "…file-output)\n\n- Add --profile-output CLI option\n- Add get_abiftool_dir utility\n- Refactor and improve profiling hooks",
          "is_bot": false,
          "headline": "feat(profiling): Moar profiling infrastructure and CLI options (--pro…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:54:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "900b5623af3a4d8ca8d19e1be853c1e437bae6fc",
          "body": "- Moving code all around in core\n- Further CLI and profiling improvements",
          "is_bot": false,
          "headline": "refactor(core): Moar ChatGPT/GPT-4.1 munging; CLI/profiling integration",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:51:38Z",
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          "is_coding_agent": false
        },
        {
          "oid": "75edf958f89d1e611cdfed590744c8fe04ca1057",
          "body": "…atGPT/GPT-4.1\n\n- Deeper core.py profiling and scope changes for regex declarations\n- Fix regex-based parser bugs\n- Moar profiling code",
          "is_bot": false,
          "headline": "refactor(core,irv): performance optimizations and refactoring with Ch…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:47:47Z",
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          "is_coding_agent": false
        },
        {
          "oid": "c071cbf4b06fb2d1067562fdece3ca9c90a7fb64",
          "body": "- More pairwise optimizations\n- STAR voting code improvements and profiling",
          "is_bot": false,
          "headline": "perf(pairwise,star): optimize pairwise and STAR voting code",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:46:12Z",
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        },
        {
          "oid": "ce77ab911fbb05064d2306ece2fc7496f9612235",
          "body": "…-4.1\n\n- Batch count IRV ballots by top rank\n- I finally agreed to remove unnecessary deepcopy()s\n- Moar profiling code",
          "is_bot": false,
          "headline": "perf(irv): IRV and deepcopy performance improvements with ChatGPT/GPT…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:32:46Z",
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        },
        {
          "oid": "eb351ac8e3b63824a584e1b02a894a0f6c6a40fd",
          "body": "…wise improvements\n\n- Gemini-generated optimizations and profiling statements\n- IRV and deepcopy performance improvements\n- Batch count IRV ballots by top rank\n- Remove unnecessary deepcopy()s\n- Initial pairwise and STAR optimizations\n- STAR voting code improvements and profiling\n- More profiling code\n- Starting to use Conventional Commits (we'll see if I keep it up)",
          "is_bot": false,
          "headline": "perf(core): Google Gemini optimizations/profiling code; STAR/IRV/pair…",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-20T06:28:14Z",
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        },
        {
          "oid": "95e05bf5507cecdd6d7faef46166291aef471965",
          "body": "Google Gemini did pretty good at helping me find the worst of my\nperformance bottlenecks and suggesting some key fixes.  The SF mayoral\nrace of 2024 still takes a long time to fully tabulate/render, but not\nnearly as long.",
          "is_bot": false,
          "headline": "Performance optimizations in IRV, STAR, and pairwise",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-13T08:44:00Z",
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        },
        {
          "oid": "0ee122d915b2adc48f4fd7b874e098f10f39c9ef",
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          "is_bot": false,
          "headline": "Updating changelog to point to previous commit for v0.31.0",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-11T08:51:39Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Checking in stub dev/release docs copied from awt",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-11T06:44:52Z",
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        },
        {
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          "is_bot": false,
          "headline": "Distributing fetchspecs with pypi package",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-11T05:41:21Z",
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        },
        {
          "oid": "2e2ed29abc114f30816ad88b679ec3326f5e5275",
          "body": null,
          "is_bot": false,
          "headline": "Better --list-contents, --container, and input_file error messages",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-10T23:05:09Z",
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        },
        {
          "oid": "83b5179b8c66f1074364bfc6c4b965d05f06440e",
          "body": "This regression was introduced in 25083b4 when adding the --container\noption (for archives). This is the first time it was valid NOT to have\nan inputfile. This bug made it clear there weren't any tests for basic\nCLI functionality, so there's now at least \"cli_test.py\" which\ncurrently tests for no parameters, and is a good home for other CLI\ntests in the future.",
          "is_bot": false,
          "headline": "Fix(cli): Fix cli when no parameters given (+test)",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-09T05:58:08Z",
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        },
        {
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          "is_bot": false,
          "headline": "Bumping version number to 0.31.0rc2 in pyproject.toml",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-09T04:20:04Z",
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        },
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          "is_bot": false,
          "headline": "Updating changelog for 0.31.0rc2",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-09T03:40:30Z",
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        },
        {
          "oid": "5ad495d6b6217237da65c8eb005c0e8457e2a20f",
          "body": "New files:\n* sf-elections-sfjson-rcv-2024.fetchspec.json\n* sf-elections-sfjson-fptp-part1.fetchspec.json\n* sf-elections-sfjson-fptp-part2.fetchspec.json\n\nThe old large file took my computer over an hour to process.",
          "is_bot": false,
          "headline": "Splitting sf-elections-sfjson.fetchspec.json into three files",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-08T06:16:26Z",
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        },
        {
          "oid": "392ccc4eb1d981fcc8dc27ce078cd2ff27303fe1",
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          "is_bot": false,
          "headline": "Consider overvotes invalid ballots in FPTP",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-08T04:53:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "ba4cd9cd9205f29c6eb61ad609e9043800bdec94",
          "body": "This is a good real-world test of the FPTP support, since most of the\n2024 elections were FPTP elections.",
          "is_bot": false,
          "headline": "Adding all of the SF elections from 2024 to the fetchspec",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-08T03:24:14Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "Adding CHANGELOG.org, with info about past releases",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-08T02:33:38Z",
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        },
        {
          "oid": "9f1841f12cb08f2736aa0507e1c69f311107db6a",
          "body": "This was mostly vibecoded, but I scrutinized the code pretty heavily,\nand the testing is pretty okay.  Gemini added some general checks that\nI didn't ask for, but the changeset looks fine.  Also, fixed\naccidental import omission in __init__.py",
          "is_bot": false,
          "headline": "Adding fetchspec for SF 2024 mayoral election; adding sfjson fmt",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-08T02:24:42Z",
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        },
        {
          "oid": "d110ce3c69d8eb5d76e6c0cb69d2fc8403a53435",
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          "is_bot": false,
          "headline": "Removing duplicate code from sfjson_fmt.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-07T19:43:01Z",
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        },
        {
          "oid": "25083b4efc3b693f1ff10e0cb9e840432349d2f8",
          "body": "I had pretty good luck with Google Gemini reading my code and figuring\nout how to graft in some standalone scripts to make it so that we can\nnow count the SF mayoral election of 2024 (and maybe other races).",
          "is_bot": false,
          "headline": "Adding support for SF's json format read from zipfile",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-07T08:15:14Z",
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        },
        {
          "oid": "6476a52ddb3d00ab5942171d0020d59ca137287c",
          "body": null,
          "is_bot": false,
          "headline": "Sort votelines while consolidating in reverse qty order",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-06T22:44:26Z",
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        },
        {
          "oid": "c84444b2def67a43b7ba789bb123f2dfc518c9a3",
          "body": "The html_test.py and irv_test.py files pointed to the\ntestdata/tenn-example symlink.  Now they don't.",
          "is_bot": false,
          "headline": "Stop relying on \"tenn-example\" symlink in some test files",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-01T06:58:29Z",
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        },
        {
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          "is_bot": false,
          "headline": "Minor cleanups to pyproject.toml (marking fetchmgr as a binary)",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-07-01T06:58:29Z",
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        },
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          "is_bot": false,
          "headline": "Updating pyproject.toml for cleaner PyPI packaging",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-06-30T23:17:10Z",
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        },
        {
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          "is_bot": false,
          "headline": "Adding test file missed in earlier commits",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-06-30T22:20:04Z",
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        },
        {
          "oid": "935123e98759c858ce13c5240078c3fd8c13b45e",
          "body": null,
          "is_bot": false,
          "headline": "Treat empty ABIF as zero ballots (rather than invalid); bump ver to 0.31",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-06-25T21:25:54Z",
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        },
        {
          "oid": "f2962cc06f4c4f43033d67b7e61532b17ac16322",
          "body": null,
          "is_bot": false,
          "headline": "More thoroughly testing/bugfixing for votelines with blank ballots",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
          "committed_at": "2025-06-16T05:30:13Z",
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        },
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          "headline": "Better handle blank ABIF votelines in score_star_tally.py",
          "author_name": "Rob Lanphier",
          "author_login": "robla",
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                "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": "at_risk",
            "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": 36,
            "inputs": {
              "packages": [
                "abiftool"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 138
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "138 downloads/month across pypi",
                "points": 28.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 138,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 47,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.992
            },
            "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 4,
              "closed_issues": 1,
              "issue_closed_ratio": 0.2,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "20% of issues closed",
                "points": 9.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 20
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/1 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "electorama",
              "public_repos": 5,
              "account_age_days": 3490
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of electorama",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "electorama"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~9 yr old",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "abiftool"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 298
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 298 days ago",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 298
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "13 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "condorcet-methods",
                "election",
                "election-analysis",
                "election-data",
                "instant-runoff",
                "instant-runoff-voting",
                "star-vote",
                "condorcet",
                "copeland",
                "voting-systems"
              ],
              "has_wiki": true,
              "homepage": "https://electorama.com/abiftool",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://electorama.com/abiftool",
                "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": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 45,
        "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": 31,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 3.1
            },
            "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:abiftool@0.34.0 runtime dependency closure — what installing the published package pulls in — 16 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:abiftool@0.34.0",
                  "assessed": 16
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 16,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 16,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 34,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.77,
              "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": "77 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 77,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
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                  }
                ],
                "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": [],
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              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 39188,
              "source_files_sampled": 67,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/67 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T06:51:27.307853Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/electorama/abiftool.svg",
  "full_name": "electorama/abiftool",
  "license_state": "custom",
  "license_spdx": null
}

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.