公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 19:07 UTC

GuillaumeLessard / qector-decoder

Production-grade Rust/Python quantum error correction decoder. 25+ decoder families: MWPM Blossom, Union-Find, BP-OSD, LDPC/qLDPC, belief-matching, CUDA/GPU batch decoding, AutoDecoder 7-tier fallback. PyMatching/Stim/Sinter compatible. Ed25519 license verification. Benchmark evidence included.

Python自定义许可证★ 3 星标⑂ 0 复刻始于 2026年6月在 GitHub 上查看 ↗

GuillaumeLessard/qector-decoder 的健康指数为 100 分中的 51 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(72/100),最低的是Community & Adoption(33/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

51
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。

51
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

QECTOR组织
1 关注者2 个公开仓库始于 2026年6月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIqector-decoder-v30.6.6-1810 天前quantumerror-correctiondecoderunion-findqecrustmwpmstimpymatchingldpcqldpc

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?

69中等 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
18/18提交量 — 最近一年 128 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year128
human_commit_share1
days_since_last_push0
active_weeks_last_year4

发布纪律

88优秀
评分方式
16.2/27有发布版本 — 18 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 0 天前
27/27发布节奏 — 约每 2.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count18
latest_release_tagv0.6.7
releases_from_tags
days_since_latest_release0
mean_days_between_releases2.3
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?

33存在风险 · 占总体的 18%
评分方式
4.9/60星标 — 3 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 1 位关注者
所用输入
forks0
stars3
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

64中等
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件,但不是可识别的许可证
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

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?

34存在风险 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.3/22.5提交分布 — 头号贡献者编写了 99% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.986
评分方式
0/46.8议题解决 — 没有议题或无数据
0/38.3PR 接受 — 没有已裁定的拉取请求或无数据
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs0
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, PR 接受。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
2.2/25所有者影响力 — GuillaumeLessard 有 1 位关注者
3.6/25既往记录 — 2 个公开仓库,账户约 0 年
所用输入
followers1
owner_typeOrganization
is_verified
owner_loginGuillaumeLessard
public_repos2
account_age_days28
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 10 天前
20/20版本历史 — 18 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
packagesqector-decoder-v3
ecosystemspypi
any_deprecated
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位?

72良好 · 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

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://qector.store
10/10仓库描述
10/10主题标签 — 19 个主题标签
0/10Wiki
所用输入
topicsdecoder, mwpm, python, rust-lang, union-find, qector, cuda, ldpc-bp-decoder, pymatching, qec, stim, belief-propagation, blossom, error-correction, gpu-acceleration, hpc, quantum-computing, simulation, surface-code
has_wiki
homepagehttps://qector.store
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?

47存在风险 · 占总体的 16%

安全态势

34存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — 无数据
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
0/5Pinned-Dependencies — 无数据
0/5SAST — 无数据
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — 无数据
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated11
scorecard_versionv5.5.0
checks_inconclusive7
scorecard_aggregate3.4
已排除计分(无数据或不适用):ci_tests, dangerous_workflow, packaging, pinned_dependencies, sast, signed_releases, token_permissions。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories2
affected_packages2
assessed_packages247
unassessed_packages21
affected_by_severityunknown 2
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 247 个已解析依赖与 OSV 比对。 有 21 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

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

58中等 · 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)
29.9/40可读的提交历史 — 100 次人类提交中有 56 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_share0.56
agent_instruction_files
agent_instruction_max_bytes
评分方式
12.6/18一条命令的引导启动 — Cargo.toml(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — python/qector_decoder_v3/py.typed
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfilesCargo.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configspython/qector_decoder_v3/py.typed
agent_commit_share0
toolchain_manifestsCargo.toml
dependency_bot_commit_share0
已排除计分(无数据或不适用):OpenSSF Scorecard:Pinned-Dependencies。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(python/qector_decoder_v3/py.typed)
54.5/55可控的文件大小 — 采样的 213 个源文件中有 2 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes65,517
source_files_sampled213
oversized_source_files2
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — proto/qector.proto
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_filesproto/qector.proto

关键数据

3GitHub 星标
2贡献者
128最近 12 个月提交数
0距最近推送天数
18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
  • Could not fetch crates package 'qector_decoder_v3' from its registry
  • deps.dev does not index pypi:qector-decoder-v3@0.6.6; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 3.4 / 10
3.4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 19:07 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
不适用Dangerous-Workflowinternal error: internal error: invalid GitHub workflow: :254:0: could not parse as YAML: could not find expected ':' [syntax-check]
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packaginginternal error: internal error: invalid GitHub workflow: :254:0: could not parse as YAML: could not find expected ':' [syntax-check]
不适用Pinned-Dependenciesinternal error: internal error: invalid GitHub workflow: :254:0: could not parse as YAML: could not find expected ':' [syntax-check]
不适用SASTinternal error: internal error: invalid GitHub workflow: :254:0: could not parse as YAML: could not find expected ':' [syntax-check]
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
不适用Token-Permissionsinternal error: internal error: invalid GitHub workflow: :254:0: could not parse as YAML: could not find expected ':' [syntax-check]
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 23
注册表软件包版本约束清单文件
crates.iopyo30.29.0Cargo.toml
crates.ionumpy0.29.0Cargo.toml
crates.iondarray0.17Cargo.toml
crates.iorayon1.12Cargo.toml
crates.ioserde1.0Cargo.toml
crates.ioserde_json1.0Cargo.toml
crates.iofastrand2.4Cargo.toml
crates.iochrono0.4Cargo.toml
crates.iosafetensors0.5Cargo.toml
crates.iomemmap20.9Cargo.toml
crates.iothiserror2Cargo.toml
crates.iorand0.8Cargo.toml
crates.ioocl0.19Cargo.toml
crates.iolibloading0.8Cargo.toml
crates.iotonic0.14Cargo.toml
crates.iotonic-prost0.14Cargo.toml
crates.ioprost0.14Cargo.toml
crates.iotokio1Cargo.toml
crates.iometrics0.24Cargo.toml
crates.iometrics-exporter-prometheus0.18Cargo.toml
crates.iorand_distr0.4Cargo.toml
PyPInumpy>=1.24.0,<2.3pyproject.toml
PyPIcryptography>=3.4.0pyproject.toml
全部依赖 268

来自 GitHub 依赖图的完整解析依赖集合:25 个直接依赖与 243 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
crates.iochrono0.4.45直接
crates.iofastrand2.4.1直接
crates.iolibloading0.8.9直接
crates.iomemmap20.9.11直接
crates.iometrics0.24.6直接
crates.iometrics-exporter-prometheus0.18.3直接
crates.iondarray0.17.2直接
crates.ionumpy0.29.0直接
crates.ioocl0.19.7直接
crates.ioprost0.14.4直接
crates.iopyo30.29.0直接
crates.iorand0.8.6直接
crates.iorand0.9.4直接
crates.iorand_distr0.4.3直接
crates.iorayon1.12.0直接
crates.iosafetensors0.5.3直接
crates.ioserde1.0.228直接
crates.ioserde_json1.0.150直接
crates.iothiserror1.0.69直接
crates.iothiserror2.0.18直接
crates.iotokio1.52.3直接
crates.iotonic0.14.6直接
crates.iotonic-prost0.14.6直接
PyPIcryptography直接
PyPInumpy直接
crates.ioaho-corasick1.1.4间接
crates.ioandroid_system_properties0.1.5间接
crates.ioanyhow1.0.102间接
crates.ioasync-trait0.1.89间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.1间接
crates.ioaws-lc-rs1.17.0间接
crates.ioaws-lc-sys0.41.0间接
crates.ioaxum0.8.9间接
crates.ioaxum-core0.5.6间接
crates.iobase640.22.1间接
crates.iobitflags1.3.2间接
crates.iobitflags2.13.0间接
crates.iobumpalo3.20.3间接
crates.iobytes1.12.0间接
crates.iocc1.2.65间接
crates.iocfg-if1.0.4间接
crates.iocl-sys0.4.3间接
crates.iocmake0.1.58间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation-sys0.8.7间接
crates.iocrossbeam0.8.4间接
crates.iocrossbeam-channel0.5.15间接
crates.iocrossbeam-deque0.8.6间接
crates.iocrossbeam-epoch0.9.18间接
crates.iocrossbeam-queue0.3.12间接
crates.iocrossbeam-utils0.8.21间接
crates.iodunce1.0.5间接
crates.ioeither1.16.0间接
crates.ioenum_primitive0.1.1间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.ioevmap11.0.0间接
crates.iofind-msvc-tools0.1.9间接
crates.iofixedbitset0.5.7间接
crates.iofnv1.0.7间接
crates.iofoldhash0.1.5间接
crates.iofoldhash0.2.0间接
crates.iofs_extra1.3.0间接
crates.iofutures0.1.31间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogenerator0.8.9间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.3.4间接
crates.iogetrandom0.4.3间接
crates.ioh20.4.15间接
crates.iohashbag0.1.13间接
crates.iohashbrown0.15.5间接
crates.iohashbrown0.16.1间接
crates.iohashbrown0.17.1间接
crates.ioheck0.5.0间接
crates.iohttp1.4.2间接
crates.iohttp-body1.0.1间接
crates.iohttp-body-util0.1.3间接
crates.iohttparse1.10.1间接
crates.iohttpdate1.0.3间接
crates.iohyper1.10.1间接
crates.iohyper-rustls0.27.9间接
crates.iohyper-timeout0.5.2间接
crates.iohyper-util0.1.20间接
crates.ioiana-time-zone0.1.65间接
crates.ioiana-time-zone-haiku0.1.2间接
crates.ioindexmap2.14.0间接
crates.ioipnet2.12.0间接
crates.ioitertools0.14.0间接
crates.ioitoa1.0.18间接
crates.iojobserver0.1.34间接
crates.iojs-sys0.3.102间接
crates.iolazy_static1.5.0间接
crates.ioleft-right0.11.7间接
crates.iolibc0.2.186间接
crates.iolibm0.2.16间接
crates.iolinux-raw-sys0.12.1间接
crates.iolog0.4.33间接
crates.ioloom0.7.2间接
crates.iomatchers0.2.0间接
crates.iomatchit0.8.4间接
crates.iomatrixmultiply0.3.10间接
crates.iomemchr2.8.2间接
crates.iometrics-util0.20.4间接
crates.iomime0.3.17间接
crates.iomio1.2.1间接
crates.iomultimap0.10.1间接
crates.ionodrop0.1.14间接
crates.ionu-ansi-term0.50.3间接
crates.ionum-complex0.4.6间接
crates.ionum-integer0.1.46间接
crates.ionum-traits0.1.43间接
crates.ionum-traits0.2.19间接
crates.ioocl-core0.11.5间接
crates.ioocl-core-vector0.1.1间接
crates.ioonce_cell1.21.4间接
crates.ioopenssl-probe0.2.1间接
crates.iopercent-encoding2.3.2间接
crates.iopetgraph0.8.3间接
crates.iopin-project1.1.13间接
crates.iopin-project-internal1.1.13间接
crates.iopin-project-lite0.2.17间接
crates.ioportable-atomic1.13.1间接
crates.ioportable-atomic-util0.2.7间接
crates.ioppv-lite860.2.21间接
crates.ioprettyplease0.2.37间接
crates.ioproc-macro21.0.106间接
crates.ioprost-build0.14.4间接
crates.ioprost-derive0.14.4间接
crates.ioprost-types0.14.4间接
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依赖安全公告 2

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 247 个包,其中也包含从不交付的开发与测试版本固定:2 个存在已知公告,0 个为直接依赖。 有 21 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
anyhow1.0.102间接未知11.0.103
crossbeam-epoch0.9.18间接未知10.9.20

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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        "belief-propagation",
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      "size_kb": 1543,
      "has_wiki": false,
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      "owner_type": "Organization",
      "updated_at": "2026-07-22T19:03:53Z",
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      "is_archived": false,
      "is_disabled": false,
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      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
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    },
    "owner": {
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      "name": "QECTOR",
      "type": "Organization",
      "login": "GuillaumeLessard",
      "company": null,
      "location": "Canada",
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      "created_at": "2026-06-24T03:06:11Z",
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                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 72,
        "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": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "decoder",
                "mwpm",
                "python",
                "rust-lang",
                "union-find",
                "qector",
                "cuda",
                "ldpc-bp-decoder",
                "pymatching",
                "qec",
                "stim",
                "belief-propagation",
                "blossom",
                "error-correction",
                "gpu-acceleration",
                "hpc",
                "quantum-computing",
                "simulation",
                "surface-code"
              ],
              "has_wiki": false,
              "homepage": "https://qector.store",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://qector.store",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "19 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, SAST, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "sast",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 11,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 7,
              "scorecard_aggregate": 3.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 247 resolved dependencies against OSV; 21 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 247
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 21
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 247,
              "unassessed_packages": 21,
              "affected_by_severity": "unknown 2",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 247,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.56,
              "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": "56 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 29.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 56,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "python/qector_decoder_v3/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "Cargo.toml"
                    }
                  }
                ],
                "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": "python/qector_decoder_v3/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/qector_decoder_v3/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid GitHub workflow:\n:254:0: could not parse as YAML: could not find expected ':' [syntax-check]",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 65517,
              "source_files_sampled": 213,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (python/qector_decoder_v3/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "python/qector_decoder_v3/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
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            ]
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            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
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            "notes": [],
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            "inputs": {
              "example_dirs": [
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              ]
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                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "proto/qector.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "proto/qector.proto"
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                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
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          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch crates package 'qector_decoder_v3' from its registry",
    "deps.dev does not index pypi:qector-decoder-v3@0.6.6; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T19:07:36.144148Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/GuillaumeLessard/qector-decoder.svg",
  "full_name": "GuillaumeLessard/qector-decoder",
  "license_state": "custom",
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}

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PyPI.