公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 11:14 UTC

Youngcius / canopus

Canopus (Canonical Optimized Placement Utility Suite) is a qubit mapping/routing framework tailored to diverse quantum ISAs, i.e., the implementation of the paper "Unifying Qubit Routing Across Diverse Quantum ISAs via Canonical Representation".

PythonApache-2.0★ 4 星标⑂ 1 复刻始于 2025年5月在 GitHub 上查看 ↗

Youngcius/canopus 的健康指数为 100 分中的 57 分,处于「中等」区间。 其得分最高的类别是Vitality(83/100),最低的是AI Readiness(37/100)。 最近一次更新在 7 天前。 近期的大部分工作由 1 位贡献者完成。

57
总分 / 100
中等

软件健康指数

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

57
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

Zhaohui Yang个人账户
15 关注者31 个公开仓库始于 2019年6月南七技校

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
crates.iocanopus指向其他仓库——不计分0.1.132310 天前
PyPIcanopus-quantum0.2.057567 天前quantum-computingqubit-mappingqubit-routingquantum-isaquantum-compilerrusthigh-performance

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?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 7 天前
15.2/36提交节奏 — 52 周中有 22 周有提交
18/18提交量 — 最近一年 112 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year112
human_commit_share1
days_since_last_push7
active_weeks_last_year22

发布纪律

88优秀
评分方式
16.2/27有发布版本 — 6 个版本标签(无 GitHub 发布版本)
36/36发布时效 — 最近一次发布版本于 7 天前
27/27发布节奏 — 约每 11.9 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count6
latest_release_tagv0.2.0
releases_from_tags
days_since_latest_release7
mean_days_between_releases11.9
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?

39存在风险 · 占总体的 18%
评分方式
7.7/60星标 — 4 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 1 位关注者
所用输入
forks1
stars4
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 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
36.8/80月度下载量 — pypi 合计每月 575 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
packagescanopus-quantum
dependents
ecosystemspypi
total_downloads
monthly_downloads575
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?

58中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
6.9/22.5提交分布 — 头号贡献者编写了 69% 的提交
4.1/13.5贡献者广度 — 3 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_sampled3
top_contributor_share0.692
评分方式
0/46.8议题解决 — 没有议题或无数据
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_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
已排除计分(无数据或不适用):议题解决。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
8.7/25所有者影响力 — Youngcius 有 15 位关注者
23/25既往记录 — 31 个公开仓库,账户约 7 年
所用输入
followers15
owner_typeUser
is_verified
owner_loginYoungcius
public_repos31
account_age_days2,605
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 7 天前
20/20版本历史 — 6 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
packagescanopus-quantum
ecosystemspypi
any_deprecated
min_days_since_publish7

工程质量

基础的工程与文档实践是否到位?

56中等 · 占总体的 20%

工程实践

60中等
评分方式
24/24CI 工作流 — 2 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

50中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepage
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?

41存在风险 · 占总体的 16%

安全态势

41存在风险
评分方式
6/7.5Binary-Artifacts — binaries present in source code
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
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
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_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.1
已排除计分(无数据或不适用):ci_tests, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?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。

37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)
10.7/40可读的提交历史 — 100 次人类提交中有 20 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_share0.2
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — experiments/Makefile, lrslib-073/lrsarith-011/makefile, lrslib-073/makefile
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
10/10已体现的代理实践 — 最近 100 次提交中有 13 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF 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_filesexperiments/Makefile, lrslib-073/lrsarith-011/makefile, lrslib-073/makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.13
toolchain_manifestsCargo.toml
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
53.4/55可控的文件大小 — 采样的 102 个源文件中有 3 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes234,076
source_files_sampled102
oversized_source_files3

机器可读接口

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

关键数据

4GitHub 星标
3贡献者
112最近 12 个月提交数
7距最近推送天数
6发布版本数
1巴士系数(bus factor)
0开放议题
crates.io, 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
  • crates package 'canopus' points at a different repository (https://github.com/dotanuki-labs/canopus); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

OpenSSF Scorecard 4.1 / 10
4.1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 · 2026-07-22 11:14 UTC

8Binary-Artifactsbinaries present in source code
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
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow 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 14
注册表软件包版本约束清单文件
crates.iopyo30.23Cargo.toml
crates.ionumpy0.23Cargo.toml
crates.iondarray0.16Cargo.toml
crates.ionum-complex0.4Cargo.toml
PyPIqiskit>=1.0pyproject.toml
PyPInumpy>=1.24pyproject.toml
PyPIscipy>=1.10pyproject.toml
PyPIrustworkx>=0.14pyproject.toml
PyPIcirq-core>=1.3pyproject.toml
PyPIpytket>=1.20pyproject.toml
PyPIbqskit>=1.0pyproject.toml
PyPIgulps>=0.3pyproject.toml
PyPIprettytable>=3pyproject.toml
PyPIjoblib>=1.3pyproject.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 79223,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 8682,
        "Shell": 4390,
        "Python": 343560,
        "Makefile": 2811
      },
      "pushed_at": "2026-07-15T01:04:27Z",
      "created_at": "2025-05-28T08:42:19Z",
      "owner_type": "User",
      "updated_at": "2026-07-15T01:04:31Z",
      "description": "Canopus (Canonical Optimized Placement Utility Suite) is a qubit mapping/routing framework tailored to diverse quantum ISAs, i.e., the implementation of the paper \"Unifying Qubit Routing Across Diverse Quantum ISAs via Canonical Representation\".",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "youngcius.github.io",
      "name": "Zhaohui Yang",
      "type": "User",
      "login": "Youngcius",
      "company": "南七技校",
      "location": "南七里",
      "followers": 15,
      "avatar_url": "https://avatars.githubusercontent.com/u/51350825?v=4",
      "created_at": "2019-06-04T02:47:03Z",
      "is_verified": null,
      "public_repos": 31,
      "account_age_days": 2605
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-07-15T00:04:57Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2026-05-25T14:42:47Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-05-17T04:18:34Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-05-17T03:43:54Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-05-16T13:27:35Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-05-16T12:47:52Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "28f62c693d1f8f4270a8fd516513b5bdc089890e",
          "body": null,
          "is_bot": false,
          "headline": "update runtime analysis",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-15T01:04:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22885b3c446e7998c5b0f22616f4b32415588a83",
          "body": null,
          "is_bot": false,
          "headline": "ci: remove duplicate PyPI publisher workflow",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-15T00:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d84bba7f52c78932d6b158e03ba5190a26dec9b",
          "body": null,
          "is_bot": false,
          "headline": "ci: limit release wheels to supported Python versions",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-15T00:00:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7472ef27ab495f6bac69c0e12127003fda896eb2",
          "body": null,
          "is_bot": false,
          "headline": "release: publish 0.2.0 to PyPI",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-14T23:56:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb9140b4094a7b695f4e709ab09286d5d95c080a",
          "body": null,
          "is_bot": false,
          "headline": "try parappel mapping version .",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-12T04:11:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9107e9f73f081c4564239bbcc932ea3f3d280354",
          "body": null,
          "is_bot": false,
          "headline": "try parappel mapping version again",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-12T03:57:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8601b85e3c755a3e3599fdcbfa817c0dfb8b0890",
          "body": null,
          "is_bot": false,
          "headline": "try parappel mapping version",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-07-12T03:36:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ff6c076aadfe4d45da4843fec06cea22f538ac4",
          "body": null,
          "is_bot": false,
          "headline": "update experiment script",
          "author_name": "Zhaohui Yang",
          "author_login": null,
          "committed_at": "2026-05-31T14:22:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e51fe074c327ceec0f41a4244110416cbaf2559",
          "body": null,
          "is_bot": false,
          "headline": "update a little",
          "author_name": "Zhaohui Yang",
          "author_login": null,
          "committed_at": "2026-05-31T09:32:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "410a988e25954b51edaa2603cf41c8a8ecdec64e",
          "body": null,
          "is_bot": false,
          "headline": "update toqm-macos exe",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-31T08:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78e4ec63bcf9c14c2b32b05674d6e4a471c17200",
          "body": null,
          "is_bot": false,
          "headline": "update benchmarking scripts",
          "author_name": "Zhaohui Yang",
          "author_login": null,
          "committed_at": "2026-05-31T08:36:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7871b5d9ce3aa45c3e8d96b485a058e26bab448f",
          "body": null,
          "is_bot": false,
          "headline": "update format",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-29T03:54:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51ba14154b836fba03bd9a10aaaf426645648e22",
          "body": null,
          "is_bot": false,
          "headline": "update text",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-29T03:48:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e71016d54baaec565aa26f23f07158a2a5d29372",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: restore [project.optional-dependencies] section header",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-25T14:42:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "247d05963f87992ab351b0b54d4f06d423fa1f06",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump to 0.1.4 and fix dev extras reference",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-25T14:36:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d8e5dfe26217b118b852cf6eaa451ed92c16e160",
          "body": "Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "style: fix ruff formatting for decomposition/utils.py and synthesis.py",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-25T14:30:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d2884bc1400a525b4af9f3b75aecc0e141cc9478",
          "body": null,
          "is_bot": false,
          "headline": "update arbitary ISA rebase to be based on Gulps",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-25T14:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29003988468b557a2eb20164a6aa9515b5ef936d",
          "body": "Use a range check (1.33 <= mean <= 1.35) instead of exact equality so\nMonte Carlo drift no longer trips CI.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: restore test_optimal_can_gate_duration with looser tolerance",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-17T04:18:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2128fbe2ccae49c0b4a92cf530d5f420ea7a288d",
          "body": "Fix Weyl-coordinate equality check around the a=0.5 boundary.\n\nmirror_weyl_coord and canonical_decompose previously used np.isclose\n(rtol=1e-5) in some places and the Rust fuzzy_equal (atol=1e-8, no\nrtol) in others. The two disagreed on values like 0.499995 — np.isclose\ncalled them equal, fuzzy_equa\n[…]\npost-mirror fixup, and apply the same\nfixup inside the Rust mirror_weyl_coord itself so callers see a single\ncanonical convention.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump to 0.1.3",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-17T04:14:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "877d1345ea55ecdab849e035536e4c42e66b2bf5",
          "body": "The test averages 10k random unitaries and asserts the mean rounds to a\nfixed value (1.34). With Monte Carlo sampling this occasionally drifts\noutside the rounding boundary and trips CI even though the underlying\ncomputation is correct. Comment it out to unblock the 0.1.2 release.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: skip flaky test_optimal_can_gate_duration",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-17T03:43:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "60291628aa2e42d5c525822b7c2a39b800bf54b9",
          "body": "Also update README architecture image to use a raw.githubusercontent.com\nURL so it renders on the PyPI project page (relative paths don't resolve\non PyPI).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump to 0.1.2",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-17T03:35:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "146d307d09e48c127ff8ad30556a5667ae7f9d83",
          "body": null,
          "is_bot": false,
          "headline": "...",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T13:32:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a5ec09f35a4bebe9fea6ebf0a7aa338fcb0f45c",
          "body": "The Youngcius/monodromy fork contains bug fixes over the upstream\nPitt-JonesLab/monodromy. Update README install instructions and the\npyproject.toml doc comment to point users at the fork (CI and the\nruntime error messages in canopus.synthesis / canopus.utils._core\nalready pointed there).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: bump to 0.1.1, switch monodromy to Youngcius fork",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T13:27:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5bfd7c813e225ef0e20446840c6cfdd7f984f728",
          "body": "The macos-13 (Intel) GitHub runner pool is slow and frequently queued for\nlong periods, delaying every release. Intel Mac usage in active Python +\nRust development is small and shrinking; Intel-Mac users will install\nfrom sdist, which compiles locally — no functionality lost, only a\nslightly longer first-install.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(release): drop macos-x86_64 wheel target",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:47:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e608a37089702b2c36da63a2f0e3711cd0dfc870",
          "body": "- Mark `test_custom_synthesis` with a `requires_lrs` skipif so the test\n  is skipped gracefully on environments without the `lrs` binary\n  (e.g. macOS CI, which has no homebrew formula for lrslib).\n- Install `lrslib` via apt on the Linux runners so the test actually\n  runs there and provides real coverage of the monodromy-backed path.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: handle monodromy's lrs requirement",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:19:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "527372928291f0ee907d05fbdea3a921d5815135",
          "body": null,
          "is_bot": false,
          "headline": "misc change",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f30a4fc756c70e01be52834afb0a6793a9a3675e",
          "body": "`pip install .` puts the wheel in site-packages, but CI's cwd is the repo\nroot, so `import canopus` resolves to the source tree first — which has\nno compiled `_accel.so` → ModuleNotFoundError. `pip install -e .` (PEP 660\neditable via maturin) places the .so directly in canopus/utils/, fixing\nboth the smoke test and the test suite.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: switch to editable install so _accel.so lands in the source tree",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:14:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "59e09a32d1c6ddce14c9e4bbe6016cf8b7a4ef6f",
          "body": "`maturin develop` requires an active virtualenv but actions/setup-python\nputs Python directly on PATH, so the previous CI failed. Switching to\n`pip install \".[test]\"` triggers maturin via PEP 517 build-isolation and\nworks without a venv. Also adds a smoke-test step verifying canopus\nimports cleanly without monodromy.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: replace maturin develop with pip install to fix venv requirement",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:11:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1974a6e224d4ecc0d5ea6ca3eb46ce0f2e294424",
          "body": null,
          "is_bot": false,
          "headline": "chore: prepare canopus-quantum for PyPI release",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc3b6d4c686a96fb5d4469c652451148947b61f6",
          "body": null,
          "is_bot": false,
          "headline": "misc change",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T12:00:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9fb74e8a3c03588fdaa95b020f6b8cd17267db1",
          "body": null,
          "is_bot": false,
          "headline": "refactor",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T11:47:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1153e758f915ab7df1531240821a0c1c5b2c779a",
          "body": null,
          "is_bot": false,
          "headline": "...",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-16T11:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "704eb9eeb84f1235e0141f1ed852e17abb56f714",
          "body": null,
          "is_bot": false,
          "headline": "misc change",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-11T14:43:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b745a7621c45d1c85c405eaeb95830228a749b06",
          "body": "Add output/ and results/ to .gitignore and remove the corresponding\n3147 tracked files from the index (working tree preserved).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: untrack experiments/output and experiments/results",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-05-11T14:43:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "18297a4cf258ecb798b8d3ecb43aa037c019edc9",
          "body": null,
          "is_bot": false,
          "headline": "update README.md",
          "author_name": "Zhaohui Yang",
          "author_login": null,
          "committed_at": "2026-04-20T03:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ace603efb18ffba9f29bb23fff6212bf40044fd1",
          "body": null,
          "is_bot": false,
          "headline": "update assets",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-24T03:25:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e367325580fc3e6559855091e378fc9048c5d35",
          "body": null,
          "is_bot": false,
          "headline": "refactor a little",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-17T05:11:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24bb5667a3a68b334cbe067361b82e02e4144f47",
          "body": null,
          "is_bot": false,
          "headline": "refactor a little",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-17T04:34:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "060b30ecfb06d9874347ff9b2b219e9148e4d909",
          "body": null,
          "is_bot": false,
          "headline": "chore: untrack Cargo.lock and ignore lock files",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-17T04:14:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e2a451adbae1717f7e55fa350da5529013a6071",
          "body": null,
          "is_bot": false,
          "headline": "update gitignore",
          "author_name": "Zhaohui Yang",
          "author_login": null,
          "committed_at": "2026-03-09T08:32:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed5d8b6c5c6f5f273a6ddc18e3d13298ea7a07d8",
          "body": null,
          "is_bot": false,
          "headline": "refactor code",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-06T17:54:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "340a56c815503a4a4b70674699e2905414d460a8",
          "body": null,
          "is_bot": false,
          "headline": "update output",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-06T15:57:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b44b825c518cb4926c5cde690f5e513c77cc87b2",
          "body": null,
          "is_bot": false,
          "headline": "refactor code",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-06T15:41:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09cf049343c489bde1a42a07eb4658a149c0789",
          "body": null,
          "is_bot": false,
          "headline": "refactor some code and fix random seed issue",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2026-03-03T16:19:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c993f57c2a1072a41685726f3152062426b25ef1",
          "body": null,
          "is_bot": false,
          "headline": "refactor code",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-16T11:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f2e2f5fb9b14c8cbdddfbcabc56daf9e38d3865",
          "body": null,
          "is_bot": false,
          "headline": "update .gitignore",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-15T02:35:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f53859dcb578d392a212729b2f62137e63c1799",
          "body": null,
          "is_bot": false,
          "headline": "remove redundant",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-15T02:33:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a2243589b76afee149c02adb8c55ed0ec968cdb",
          "body": null,
          "is_bot": false,
          "headline": "fix typo in Readme",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-15T02:29:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a3c73ed57428004c6ed7263d4f9edd7626ee0c5",
          "body": null,
          "is_bot": false,
          "headline": "fix typo",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-14T06:20:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46e3fb96b14bdc5f813d6f78d73525834e40229a",
          "body": null,
          "is_bot": false,
          "headline": "fix B gate and √iSWAP decomposition bugs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-13T15:40:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fdda44ac784f8f8c0b3122acae3d329e4bb1423",
          "body": null,
          "is_bot": false,
          "headline": "fix typos",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-10T09:25:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "584d621094a6fa07b08f453235704cb355037b87",
          "body": null,
          "is_bot": false,
          "headline": "refactor accel utils",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-09T16:56:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0989817840b2fb7acc6715b88da49e328e36c8c1",
          "body": null,
          "is_bot": false,
          "headline": "fix SQiSW decomposition bug",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-09T13:43:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89ed5cc27e8d2eb1270bb4a01447a9359ba05601",
          "body": null,
          "is_bot": false,
          "headline": "add optimal SQiSW and B gate decomposition and based on qiskit",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-09T13:17:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb7e3f054785516e0b2292b8272f5fbb0f61d725",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-05T07:47:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0340f74c00310226c466a978ab541ede3181fa01",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-12-05T05:02:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e5796914fe6fa6d1832bb4d83a5c39dca59ae36",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-28T14:47:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75456282b985e0bb19b7e351aec52074d82adfd1",
          "body": null,
          "is_bot": false,
          "headline": "fix a little bug",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-26T18:42:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccf0231f220953edb8f01176b548922de5f56e0e",
          "body": null,
          "is_bot": false,
          "headline": "delete logs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-26T07:22:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14abbebce293f24ca28ac018fdf77f3392d7bea3",
          "body": null,
          "is_bot": false,
          "headline": "update figures",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-26T07:19:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "832d696a44ed3c01376a77b451f33a7990b6e903",
          "body": "cleanup: remove results for win32 path compat",
          "is_bot": false,
          "headline": "Merge pull request #1 from gjz010-Forks/master",
          "author_name": "Zhaohui Yang",
          "author_login": "Youngcius",
          "committed_at": "2025-11-26T07:17:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c9734fecd191e86098a15b02fad7c6cffe93b97",
          "body": null,
          "is_bot": false,
          "headline": "cleanup: remove results for win32 path compat",
          "author_name": "gjz010",
          "author_login": "gjz010",
          "committed_at": "2025-11-16T20:00:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "606e5e7dc4144f0051b48d041243ec7aa8fd4b13",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-12T16:22:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca7e8e07025de4646b6a9dfe5e4acb44d742b4ad",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-11-12T16:16:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a12990b4f5db422ab832d28769dbbf9442d2a395",
          "body": null,
          "is_bot": false,
          "headline": "realize rebase pass for arbitrary ISAs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-09-10T06:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "698de5f7414f226e19652ec4a6d2f748c57cfb64",
          "body": null,
          "is_bot": false,
          "headline": "refactor code",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-09-08T15:16:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73d74fc4466354d083c0d834e82b4d1c31a15fcd",
          "body": null,
          "is_bot": false,
          "headline": "update readme",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-09-07T13:06:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba05c5d204fbeddd69b4f41549f7438b6940e4c",
          "body": null,
          "is_bot": false,
          "headline": "refactor code",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-09-07T13:04:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7436c0caa2cd7a87461040b468871eee65f3a42",
          "body": null,
          "is_bot": false,
          "headline": "update gitignore",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-20T12:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e97b80e74784099eef281bda08ff3d0ac542bde1",
          "body": null,
          "is_bot": false,
          "headline": "update docs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-20T12:27:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a333c43683ea34c3f161e92577bc9bc713ef147",
          "body": null,
          "is_bot": false,
          "headline": "update docs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-20T10:58:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51814f52e9851b224057356d91cd5daba1768ed6",
          "body": null,
          "is_bot": false,
          "headline": "remove redundant",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-17T14:18:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62379c40cd391bd986935a197c5b23e17fe314c2",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master'",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-17T13:08:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aec6fae81ad1d5ca813fd5223839fbd4df79ffeb",
          "body": null,
          "is_bot": false,
          "headline": "update docs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-17T13:07:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d96388798307c0df25c26ad69daf110cd94a7ae7",
          "body": null,
          "is_bot": false,
          "headline": "update bench qldpc",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-17T07:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8334301fee31348492bfc61026b85dd38d6c5652",
          "body": null,
          "is_bot": false,
          "headline": "update qft rest script",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-14T15:37:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fdf4c630f8a701b8a885418572a7d52cc60e43b",
          "body": null,
          "is_bot": false,
          "headline": "add circuit layering func",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-14T15:28:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57272840a2b3478047b223048903ed55348150c8",
          "body": null,
          "is_bot": false,
          "headline": "add circuit layering func",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-14T15:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75289bb3d5d0eb47e833e2cacd074a3285d2dfac",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-13T18:23:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "440c2a18ce4824069b1656fb717f3c2937f4e5fb",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-13T18:21:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e61afeb904594e45d6e48d46f8d30ab2f847fcb3",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-13T14:54:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5aae3213cad938f1a0ab73560162f8e9d9225a1",
          "body": null,
          "is_bot": false,
          "headline": "update CanopusMapping",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-13T13:49:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51a623fa8da80893bac90675e37e0f830ae255db",
          "body": null,
          "is_bot": false,
          "headline": "update CanopusMapping",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-13T11:31:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0068666cf86c390cdca0b0db90893bed1f8dc00b",
          "body": null,
          "is_bot": false,
          "headline": "update codes",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-12T23:43:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbb035996c8a82c723c65706df8ede5f6512b19d",
          "body": null,
          "is_bot": false,
          "headline": "update and fix some bugs",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-12T05:08:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31945f37451671254c3f247dda46af4bd461685e",
          "body": null,
          "is_bot": false,
          "headline": "update docs",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-11T10:45:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f88389b2dcd72200221abc3442b538e4558276e2",
          "body": null,
          "is_bot": false,
          "headline": "update results",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-11T10:35:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f8aa4850a495a2b73b4e0aca4309e525b419ebe",
          "body": null,
          "is_bot": false,
          "headline": "update noise circuit",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-11T10:20:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "754ac439c6872a8b7bf30e1f67df55c930f1fa10",
          "body": null,
          "is_bot": false,
          "headline": "debug file",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-06T16:19:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d828e12e886852a7f6a581a0058793efc718fabe",
          "body": null,
          "is_bot": false,
          "headline": "finish the stim + BP pipeline",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-06T16:15:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5b272e45fcbab81d1133f389c0a9909e8dc6702",
          "body": null,
          "is_bot": false,
          "headline": "begin bench_stim",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-06T07:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19d81527d43e43c93ee82b76b2cabf9239a394d9",
          "body": null,
          "is_bot": false,
          "headline": "extend Manhatten Edges",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-03T13:28:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1882f4a0a90ad9581335767bad5ec21a9165564b",
          "body": null,
          "is_bot": false,
          "headline": "add synthesize_clifford_circuit functionality",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-02T18:23:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3aa742b413ae74f06ba84cef2db6c622668dfd9",
          "body": null,
          "is_bot": false,
          "headline": "add stabilizer isa",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-02T14:00:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b60050ccd6f5ca9ffad795526a2cba176cfb70b",
          "body": null,
          "is_bot": false,
          "headline": "update ftqc bench",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-08-02T02:01:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d19d5fd88f1173f441a64843b64e23b1ba011cbb",
          "body": null,
          "is_bot": false,
          "headline": "update bqskit results",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-01T16:27:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0e139bdbf7abaeacb6ca2f66ed90c98173575a8",
          "body": null,
          "is_bot": false,
          "headline": "refactor a little",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-08-01T07:47:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2d074ec67663cf5e953f79544166001d59d7365",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master'",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-07-31T11:52:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1af2141540561d8929c3ddeefeae94cde95cb404",
          "body": null,
          "is_bot": false,
          "headline": "update a little",
          "author_name": "你說青澀最搭初戀",
          "author_login": null,
          "committed_at": "2025-07-31T11:51:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dca25b38ba9026081eb40eca01a9148a619fcd74",
          "body": null,
          "is_bot": false,
          "headline": "initial version of qldpc-benchmark",
          "author_name": "kzhang19",
          "author_login": "zhangkai0425",
          "committed_at": "2025-07-31T08:52:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 6,
      "commits_last_year": 112,
      "latest_release_at": "2026-07-15T00:04:57Z",
      "latest_release_tag": "v0.2.0",
      "releases_from_tags": true,
      "days_since_last_push": 7,
      "active_weeks_last_year": 22,
      "days_since_latest_release": 7,
      "mean_days_between_releases": 11.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "canopus",
          "exists": true,
          "license": "MIT",
          "keywords": [],
          "ecosystem": "crates",
          "matches_repo": false,
          "registry_url": "https://crates.io/crates/canopus",
          "is_deprecated": false,
          "latest_version": "0.1.1",
          "repository_url": "https://github.com/dotanuki-labs/canopus",
          "versions_count": 2,
          "total_downloads": 685,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 3,
          "first_published_at": "2025-09-13T20:45:37.727282Z",
          "latest_published_at": "2025-09-14T17:37:52.781613Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 310
        },
        {
          "name": "canopus-quantum",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "quantum-computing",
            "qubit-mapping",
            "qubit-routing",
            "quantum-isa",
            "quantum-compiler",
            "rust",
            "high-performance",
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Operating System :: MacOS",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Rust",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Physics",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/canopus-quantum/",
          "is_deprecated": false,
          "latest_version": "0.2.0",
          "repository_url": "https://github.com/Youngcius/canopus",
          "versions_count": 6,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 575,
          "first_published_at": "2026-05-16T13:24:17.535921Z",
          "latest_published_at": "2026-07-14T23:58:44.471648Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 7
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 4,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2025-11-16",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "experiments/Makefile",
        "lrslib-073/lrsarith-011/makefile",
        "lrslib-073/makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "Cargo.toml"
      ],
      "largest_source_bytes": 234076,
      "source_files_sampled": 102,
      "oversized_source_files": 3,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pyo3",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.23"
        },
        {
          "name": "numpy",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.23"
        },
        {
          "name": "ndarray",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.16"
        },
        {
          "name": "num-complex",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.4"
        },
        {
          "name": "qiskit",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.24"
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10"
        },
        {
          "name": "rustworkx",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.14"
        },
        {
          "name": "cirq-core",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3"
        },
        {
          "name": "pytket",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.20"
        },
        {
          "name": "bqskit",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0"
        },
        {
          "name": "gulps",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.3"
        },
        {
          "name": "prettytable",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3"
        },
        {
          "name": "joblib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 1,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "zhangkai0425",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/65601837?v=4"
        },
        {
          "type": "User",
          "login": "Youngcius",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/51350825?v=4"
        },
        {
          "type": "User",
          "login": "gjz010",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1040659?v=4"
        }
      ],
      "contributors_sampled": 3,
      "top_contributor_share": 0.692
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "release.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 8,
            "reason": "binaries present in source code",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "28f62c693d1f8f4270a8fd516513b5bdc089890e",
        "ran_at": "2026-07-22T11:14:25Z",
        "aggregate_score": 4.1,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-15T01:06:37Z",
      "oldest_open_prs": [
        {
          "number": 2,
          "created_at": "2026-05-21T05:36:57Z",
          "last_comment_at": "2026-05-21T05:37:20Z",
          "last_comment_author": "sourcery-ai"
        }
      ],
      "last_merged_pr_at": "2025-11-26T07:17:48Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/Youngcius/canopus",
    "host": "github.com",
    "name": "canopus",
    "owner": "Youngcius"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 57,
      "inputs": {
        "security": 41,
        "vitality": 83,
        "community": 39,
        "governance": 58,
        "engineering": 56
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 83,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "commits_last_year": 112,
              "human_commit_share": 1,
              "days_since_last_push": 7,
              "active_weeks_last_year": 22
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 7 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "22/52 weeks with commits",
                "points": 15.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 22
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "112 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 112
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "releases_count": 6,
              "latest_release_tag": "v0.2.0",
              "releases_from_tags": true,
              "days_since_latest_release": 7,
              "mean_days_between_releases": 11.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "6 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 7 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~11.9 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 11.9
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 7,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 7 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 39,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 8,
            "inputs": {
              "forks": 1,
              "stars": 4,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "4 stars",
                "points": 7.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "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": 46,
            "inputs": {
              "packages": [
                "canopus-quantum"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 575
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "575 downloads/month across pypi",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 575,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 23,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.692
            },
            "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 69% of commits",
                "points": 6.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 69
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/1 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "followers": 15,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Youngcius",
              "public_repos": 31,
              "account_age_days": 2605
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "15 followers of Youngcius",
                "points": 8.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 15,
                      "login": "Youngcius"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "31 public repos, account ~7 yr old",
                "points": 23,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 31
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "canopus-quantum"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 7
            },
            "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 7 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "6 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 41,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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": "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": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 37,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 11,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.2,
              "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": "20 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 10.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 20,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "experiments/Makefile",
                "lrslib-073/lrsarith-011/makefile",
                "lrslib-073/makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.13,
              "toolchain_manifests": [
                "Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "experiments/Makefile, lrslib-073/lrsarith-011/makefile, lrslib-073/makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "experiments/Makefile, lrslib-073/lrsarith-011/makefile, lrslib-073/makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "13 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 13,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 234076,
              "source_files_sampled": 102,
              "oversized_source_files": 3
            },
            "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": "3/102 source files over 60KB",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 102,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "crates package 'canopus' points at a different repository (https://github.com/dotanuki-labs/canopus); excluded from ecosystem scoring",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T11:14:32.762494Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/Youngcius/canopus.svg",
  "full_name": "Youngcius/canopus",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.26.0—— 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crates.io, PyPI.