公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 00:15 UTC

anulum / scpn-quantum-control

Evidence-governed quantum simulation of coupled-oscillator synchronisation — Kuramoto–XY workloads on Superconducting Computers, raw counts + hash-bound result packs, preregistered protocols.

Python自定义许可证★ 3 星标⑂ 0 复刻始于 2026年2月在 GitHub 上查看 ↗

anulum/scpn-quantum-control 的健康指数为 100 分中的 71 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(100/100),最低的是Community & Adoption(41/100)。 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。

71
总分 / 100
良好

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。

71
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

Miroslav Šotek个人账户
21 关注者18 个公开仓库始于 2018年1月Anulum Institute

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

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 0 天前
13.8/36提交节奏 — 52 周中有 20 周有提交
18/18提交量 — 最近一年 3,728 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year3,728
human_commit_share0.92
days_since_last_push0
active_weeks_last_year20

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 19 个发布版本
36/36发布时效 — 最近一次发布版本于 5 天前
27/27发布节奏 — 约每 6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count19
latest_release_tagv1.0.0
releases_from_tags
days_since_latest_release5
mean_days_between_releases6

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?

41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 — 0 位关注者
所用输入
forks0
stars3
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

86优秀
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
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
29.3/80月度下载量 — pypi 合计每月 156 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
packagesscpn-quantum-control, oscillatools, scpn-quantum-engine
dependents
ecosystemspypi
total_downloads
monthly_downloads156
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?

52中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
16.3/38.3PR 接受 — 已裁定的 PR 中 64/150 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs64
open_issues0
closed_issues13
issue_closed_ratio1
closed_unmerged_prs86
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
9.7/25所有者影响力 — anulum 有 21 位关注者
21.3/25既往记录 — 18 个公开仓库,账户约 8 年
所用输入
followers21
owner_typeUser
is_verified
owner_loginanulum
public_repos18
account_age_days3,118
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 3 个软件包
35/35发布时效 — 最近一次发布于 5 天前
20/20版本历史 — 19 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
packagesscpn-quantum-control, oscillatools, scpn-quantum-engine
ecosystemspypi
any_deprecated
min_days_since_publish5

工程质量

基础的工程与文档实践是否到位?

100优秀 · 占总体的 20%

工程实践

100优秀
评分方式
24/24CI 工作流 — 24 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://anulum.li/scpn-quantum-control/
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsfusion-energy, nisq, qiskit, quantum-computing, quantum-simulation, spiking-neural-networks, tokamak, vqe, plasma-control, ibm-quantum, kuramoto, plasma-physics, pyo3, quantum-control, rust, coupled-oscillators, physics-simulation, python, quantum-circuit, quantum-physics
has_wiki
homepagehttps://anulum.li/scpn-quantum-control/
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?

82良好 · 占总体的 16%

安全态势

77良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
0/2.5CI-Tests — 无数据
1.2/2.5CII-Best-Practices — badge detected: Passing
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
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
5/5SAST — SAST tool detected: CodeQL
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.7
已排除计分(无数据或不适用):branch_protection, ci_tests。 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_packages1
assessed_packages687
unassessed_packages69
affected_by_severitymoderate 1
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 687 个已解析依赖与 OSV 比对。 有 69 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。

65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)
40/40可读的提交历史 — 92 次人类提交中有 92 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_share1
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json
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
8/8自动化维护 — 最近 100 次提交中有 8 次为自动依赖更新
8/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
所用输入
has_nix
has_tests
lockfilesCargo.lock, pnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configsoscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json
agent_commit_share0
toolchain_manifestsscpn_quantum_engine/Cargo.toml, scpn_quantum_engine/fuzz/Cargo.toml, scpn_quantum_engine/program_ad_replay/Cargo.toml, scpn_quantum_engine/studio_program_ad_wasm/Cargo.toml, scpn_quantum_engine/studio_wasm_kernel/Cargo.toml
dependency_bot_commit_share0.08
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json)
54.4/55可控的文件大小 — 采样的 2,483 个源文件中有 25 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes195,409
source_files_sampled2,483
oversized_source_files25

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

3GitHub 星标
1贡献者
3,728最近 12 个月提交数
0距最近推送天数
19发布版本数
1巴士系数(bus factor)
0开放议题
crates.io, npm, PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'scpn-quantum-engine' from its registry
  • deps.dev does not index pypi:scpn-quantum-control@1.0.0; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 7.7 / 10
7.7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 · 2026-07-23 00:14 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
不适用CI-Testsno pull request found
5CII-Best-Practicesbadge detected: Passing
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
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool detected: CodeQL
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
7Vulnerabilities3 existing vulnerabilities detected
直接依赖 30
注册表软件包版本约束清单文件
PyPInumpy>=1.24,<3.0oscillatools/pyproject.toml
PyPIscipy>=1.10,<2.0oscillatools/pyproject.toml
PyPIqiskit>=2.2,<3.0pyproject.toml
PyPIqiskit-aer>=0.15,<1.0pyproject.toml
PyPIqiskit-qasm3-import>=0.6,<1.0pyproject.toml
PyPIsymengine>=0.14,<1.0pyproject.toml
PyPInumpy>=1.24,<3.0pyproject.toml
PyPIscipy>=1.10,<2.0pyproject.toml
PyPIoscillatools>=0.1.0pyproject.toml
PyPInetworkx>=3.0,<4.0pyproject.toml
PyPIjinja2>=3.1,<4.0pyproject.toml
PyPIrequests>=2.34.2,<3.0pyproject.toml
PyPItomli>=2.0,<3.0pyproject.toml
PyPIurllib3>=2.7,<3.0pyproject.toml
crates.iopyo30.29scpn_quantum_engine/Cargo.toml
crates.iondarray0.16scpn_quantum_engine/Cargo.toml
crates.ionumpy0.29scpn_quantum_engine/Cargo.toml
crates.ionum-complex0.4scpn_quantum_engine/Cargo.toml
crates.iorand0.10scpn_quantum_engine/Cargo.toml
crates.iorayon1.10scpn_quantum_engine/Cargo.toml
crates.ioanyhow1scpn_quantum_engine/Cargo.toml
crates.iochrono0.4scpn_quantum_engine/Cargo.toml
crates.ioclap4scpn_quantum_engine/Cargo.toml
crates.ioreqwest0.13scpn_quantum_engine/Cargo.toml
crates.ioserde1scpn_quantum_engine/Cargo.toml
crates.ioserde_json1scpn_quantum_engine/Cargo.toml
crates.ionalgebra0.35.0scpn_quantum_engine/Cargo.toml
crates.ioscpn-quantum-program-ad-replayscpn_quantum_engine/Cargo.toml
npmreact19.2.7studio-web/package.json
npmreact-dom19.2.7studio-web/package.json
全部依赖 756

来自 GitHub 依赖图的完整解析依赖集合:44 个直接依赖与 712 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.ioanyhow1.0.103直接
crates.ioanyhow1.0.104直接
crates.iochrono0.4.45直接
crates.ioclap4.6.1直接
crates.ioclap4.6.3直接
crates.ionalgebra0.35.0直接
crates.iondarray0.16.1直接
crates.ionum-complex0.4.6直接
crates.ionumpy0.29.0直接
crates.iopyo30.29.0直接
crates.iorand0.10.2直接
crates.iorayon1.11.0直接
crates.iorayon1.12.0直接
crates.ioreqwest0.13.4直接
crates.ioserde1.0.228直接
crates.ioserde1.0.229直接
crates.ioserde_json1.0.150直接
crates.ioserde_json1.0.151直接
npmreact19.2.7直接
npmreact-dom19.2.7直接
PyPIjinja2直接
PyPIjinja23.1.6直接
PyPInetworkx直接
PyPInetworkx3.6.1直接
PyPInumpy直接
PyPInumpy2.4.6直接
PyPIoscillatools直接
PyPIqiskit直接
PyPIqiskit2.5.0直接
PyPIqiskit-aer直接
PyPIqiskit-aer0.17.2直接
PyPIqiskit-qasm3-import直接
PyPIqiskit-qasm3-import0.6.0直接
PyPIrequests直接
PyPIrequests2.34.2直接
PyPIscipy直接
PyPIscipy1.15.3直接
PyPIscipy1.17.1直接
PyPIsymengine直接
PyPIsymengine0.14.1直接
PyPItomli直接
PyPItomli2.4.1直接
PyPIurllib3直接
PyPIurllib32.7.0直接
crates.ioaho-corasick1.1.4间接
crates.ioandroid_system_properties0.1.5间接
crates.ioanes0.1.6间接
crates.ioanstream1.0.0间接
crates.ioanstyle1.0.14间接
crates.ioanstyle-parse1.0.0间接
crates.ioanstyle-query1.1.5间接
crates.ioanstyle-wincon3.0.11间接
crates.ioapprox0.5.1间接
crates.ioarbitrary1.4.2间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.0间接
crates.ioautocfg1.5.1间接
crates.ioaws-lc-rs1.16.2间接
crates.ioaws-lc-sys0.39.1间接
crates.iobase640.22.1间接
crates.iobitflags2.11.1间接
crates.iobitflags2.13.0间接
crates.ioblock-buffer0.10.4间接
crates.iobumpalo3.20.2间接
crates.iobumpalo3.20.3间接
crates.iobytemuck1.25.0间接
crates.iobytemuck1.25.1间接
crates.iobytes1.11.1间接
crates.iobytes1.12.0间接
crates.iocast0.3.0间接
crates.iocc1.2.62间接
crates.iocc1.2.66间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.1间接
crates.iochacha200.10.1间接
crates.iociborium0.2.2间接
crates.iociborium-io0.2.2间接
crates.iociborium-ll0.2.2间接
crates.ioclap_builder4.6.0间接
crates.ioclap_builder4.6.2间接
crates.ioclap_derive4.6.1间接
crates.ioclap_derive4.6.3间接
crates.ioclap_lex1.1.0间接
crates.iocmake0.1.58间接
crates.iocolorchoice1.0.5间接
crates.iocombine4.6.7间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation-sys0.8.7间接
crates.iocpufeatures0.2.17间接
crates.iocpufeatures0.3.0间接
crates.iocriterion0.5.1间接
crates.iocriterion-plot0.5.0间接
crates.iocrossbeam-deque0.8.6间接
crates.iocrossbeam-deque0.8.7间接
crates.iocrossbeam-epoch0.9.20间接
crates.iocrossbeam-utils0.8.21间接
crates.iocrossbeam-utils0.8.22间接
crates.iocrunchy0.2.4间接
crates.iocrypto-common0.1.7间接
crates.iodigest0.10.7间接
crates.iodisplaydoc0.2.5间接
crates.iodisplaydoc0.2.6间接
crates.iodunce1.0.5间接
crates.ioeither1.15.0间接
crates.ioeither1.16.0间接
crates.ioerrno0.3.14间接
crates.iofastrand2.4.1间接
crates.iofind-msvc-tools0.1.9间接
crates.ioforeign-types0.3.2间接
crates.ioforeign-types-shared0.1.1间接
crates.ioform_urlencoded1.2.2间接
crates.iofs_extra1.3.0间接
crates.iofutures-channel0.3.32间接
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依赖安全公告 1

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 687 个包,其中也包含从不交付的开发与测试版本固定:1 个存在已知公告,0 个为直接依赖。 有 69 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
setuptools81.0.0间接283.0.0

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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          "headline": "data(campaigns): FU-W window-1 raw hardware counts (36/36 labels)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T13:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6bb57c911f5666a838c9f79534554e0304487bd",
          "body": "Window 1 of the preregistered window-variability campaign submitted on\nlive Garnet after all gates: CI green at source on 0c3d2a99 (JOB-level,\nrun 29920359936), CEO readiness CLEAR, fresh same-day calibration\nre-check (set 8e489d60, chain CZ 0.992-0.996), and the explicit owner\nGO. Two jobs per the \n[…]\n readout states at\n2,048 (019f8a0a-6032-79f3-9306-94518d499717). Raw counts follow in a\nseparate commit once retrieved.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "data(campaigns): FU-W window-1 submission record + calibration snapshot",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T13:36:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0c3d2a99967eaa7fef2375333e511bc5fda63408",
          "body": "…lysis\n\nAdds the `window-variability` campaign to the DLA block runner (depths\n{4, 8, 10, 12}, per-depth frozen envelopes 86/161/198/236 from the\nexecuted ladder + 25 %, batch_all with a `--window` stamp on submission\nrecords and retrieved counts) and the frozen pre-data analysis\n`scripts/analyse_iq\n[…]\noth clean. QPU execution stays blocked pending the explicit\nowner GO for window 1 (prereg frozen pre-data at 42699e5f).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaigns): FU-W window-variability runner campaign + frozen ana…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T12:28:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b46b1576cc720de4bda41ec75bb75e4fb011ce47",
          "body": "The FU-W window-variability preregistration adds one public docs page\n(288 -> 289). Regenerated from a bare worktree at HEAD 42699e5f per the\nbanked procedure; metadata-only diff.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "chore(docs): regenerate capability manifest for the FU-W prereg page",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T12:15:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42699e5f922db4db5e6a206be3689e06c31355d9",
          "body": "Preregisters the window-variability follow-up to the executed d10\nsign-replication campaign: depths {4, 8, 10, 12} x 2 sectors x 4\nrepetitions x 1,024 shots + a per-window 4-state readout block, W = 10\nwindows separated by >= 12 h, ~2 credits per window. Primary endpoint is\nCochran's Q heterogeneity\n[…]\nwner-verified); every window submission remains\nowner-GO gated and the freeze is pushed before any hardware data exist.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(campaigns): freeze FU-W window-variability preregistration",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T12:14:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "077a5ab15e92a2bf71510f45259e797b2e5ccfa5",
          "body": "…ions\n\nCI on 746342f7 failed test_generated_capability_outputs_are_current: the\nd10-retest campaign documentation added a public docs page (287 -> 288)\nwithout regenerating docs/_generated/capability_manifest.json,\ncapability_snapshot.md, and the README capability block. Regenerated from\na bare work\n[…]\nree at HEAD 746342f7 (banked procedure — never from a hand\nlist). Metadata-only diff; no source, test, or gate changes.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "chore(docs): regenerate capability manifest after campaign docs addit…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T05:22:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "746342f78c3fc1033a81e5d3ce849644d825acdf",
          "body": "The sign-replication campaign resolves the depth-10 anomaly: Section 5 and\nthe abstract now report that the negative sign does not replicate\n(fresh-window asymmetry positive, cross-window difference z 2.74 /\np ~ 0.006, frozen wording: strengthens without proving the fluctuation\nreading), every depth\n[…]\nzero crossing to window-to-window variability\nof the asymmetry at fixed depth. Publication remains owner-gated (PUB-1).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(paper): Section 5 + abstract carry the d10 non-replication result",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T04:27:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "18dc3ddcc034bee98adb19d36cc7d33a5b216cb1",
          "body": "…T replicate\n\nFU-1 per the owner directive: preregistration frozen before data\n(docs/campaigns/iqm_dla_d10_retest_prereg_2026-07-22.md — 8,192 shots/arm\n= 90 % power at the observed -0.0237 effect the depth-profile arms could\nnot resolve; batching disclosure frozen: 8 execution-order reps in ONE\nmai\n[…]\nn analysis\nscript + all artefacts committed. Single-block campaign — no further\nsubmissions under this preregistration.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): d10 sign-replication executed — negative sign does NO…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T04:17:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b89e0a2a4d7eb4c30c073cf4912f6430621bb97",
          "body": "…follow-up\n\nThe follow-up is no longer future work: Section 5 now reports the executed\n20-circuit matrix with its frozen-primary bounded null (delta_8 +0.0369 vs\ndelta_12 +0.0132, one-sided p 0.064 > 0.05 — decay ordering NOT\nestablished at the committed power), the joint five-depth profile table\nwi\n[…]\nthe\nabstract because the executed follow-up no longer supports it as the best\nreading. Publication remains owner-gated.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(paper): manuscript Section 5 reports the executed depth-profile …",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T03:55:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b45ba924d150463af42e337e4c3a5f75717995c4",
          "body": "…to reject (bounded null)\n\nRepetitions 2-4 ran mains-only on owner GO (jobs 019f87eb-30b1-71f3-9c7d-\n1286fd6fdcf5, 019f87eb-f2f8-7c63-9cdf-f0980006d1b2, 019f87ec-81b0-7b80-\nb010-f321d5f4c6b6), completing the preregistered 20-circuit / 24,576-shot\nmatrix. scripts/analyse_iqm_dla_depth_profile.py impl\n[…]\nunchanged (noiseless leakage exactly zero).\n\nNo further submissions under this matrix (fresh preregistration required).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): depth-profile matrix complete — frozen primary fails …",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T03:47:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a54821311857e157ecededf6a901d7b1f1e1713d",
          "body": "Repetition 1 of the depth-profile campaign (owner GO; garnet:mock\nintegration first, zero spend): jobs 019f8772-6338-7d13-a2b5-8d0fb07cc8e4\n(4 mains x 1024) and 019f8772-665d-7581-97c0-56be20e48b01 (4 readout states\nx 2048) = 12,288 shots on layout [2,7,12,13], same calibration set 246a4930\nas the e\n[…]\n; no inference drawn here.\nReadout retention 0.839-0.961. Repetitions 2-4 stay gated on the\ndashboard credit-burn read.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): depth-profile repetition 1 executed on Garnet (owner GO)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T03:18:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "06e9e69df6165e8eaddbb6af9f7ec0a0ae20abda",
          "body": "… the interpolated envelope\n\nrun_iqm_dla_powered_block.py gains per-campaign parametrisation (frozen\nCAMPAIGNS table: powered = depths 4/6/10 with the May-reference envelope;\ndepth-profile = depths 8/12 with the preregistered interpolated-ladder\nenvelope d8<=161, d12<=236). Powered regression dry ru\n[…]\nsion stays blocked on the explicit owner per-submit GO\n(repetition 1 first: 4 mains + 4 readout, >1/4-allowance abort).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): depth-profile readiness gate — fake dry run passes on…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-22T00:32:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "124ac7c3073eb2dff84b70f8ef2d99ce5dc6128c",
          "body": "The 09edf6a2 manifest regen ran in a worktree that was missing the NEW\ntests/test_qpy_artifact_io.py (only changed files were copied in), so the\ncommitted manifest was stale by exactly that one test file and\ntest_generated_capability_outputs_are_current failed on CI. Regenerated in\na clean worktree \n[…]\ned: regen the manifest AFTER everything is committed, from a\nbare worktree at HEAD, never from a hand-copied file list.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(ci): capability manifest regen with the wrapper test file included",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T22:33:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "324fce0abdbd71e22cd5998c54717017da8758be",
          "body": "Resolve _ARTIFACT_ROOT itself so the is_relative_to containment check stays\ncanonical even if data/ ever becomes a symlink — implements the CEO's\nnon-blocking hardening note from the 09edf6a2 distinct-eye CLEAR verbatim.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(security): canonicalise the QPY artefact root (CEO hardening note)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T22:20:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09edf6a2758504e0868244232a0719eba07b616b",
          "body": "…en submissions tree\n\nFix-forward for the two CI reds on ec433d70/9297e502, both of which a\npre-push distinct eye should have caught:\n\n1. Serialization-surface audit: the campaign scripts called qpy.load\n   directly. New standalone reviewed wrapper scripts/qpy_artifact_io.py\n   (fail-closed: only .q\n[…]\n\n\nPUSH HELD for CEO distinct-eye on the security-sensitive audit-allowlist\nentry before landing (89529 != author 7f6b).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(ci): reviewed QPY wrapper + move draft manuscript out of the froz…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T22:14:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c71f3e50af706f3cb6eaec57200f7d3c7e4caec2",
          "body": "… strengthening)\n\nSection 4.3 now names precisely what the two devices share (the pooled\neven-over-odd parity-leakage sign at statistical power) versus what\ndiverges (the depth dependence — flat on IBM, decaying and sign-reversing\non Garnet, possibly a different mechanism), so 'backend-shared' canno\n[…]\nas CLEAR; this applies its one non-blocking strengthening. Publication\nremains owner-gated; nothing submitted anywhere.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(paper): bind 'replication' to the pooled directional effect (CEO…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T21:57:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9297e50207c616a860073e723ce5dd7020a37c43",
          "body": "…p preregistration\n\npaper/submissions/submission_006_iqm_garnet_layout_transfer_dla/manuscript.md\n- DRAFT (publication owner-gated): both 2026-07-21 preregistered Garnet\n  experiments reported together with their frozen decision-rule outcomes —\n  layout-transfer primary FAILS (bounded result, no tra\n[…]\n 24,576 shots, first-block >1/4-allowance abort,\n  execution blocked on readiness gates + explicit owner per-submit GO.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(paper): submission_006 draft manuscript + depth-profile follow-u…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T21:49:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec433d7013169d3a21bbe0b43057cbf37674c3b0",
          "body": "…H0 (IBM-direction asymmetry at power)\n\nOwner confirmed balance 21 and continued; repetitions 2-4 ran mains-only\n(readout calibration states ran once with repetition 1, keeping the matrix\nat exactly the preregistered 28 circuits / 32,768 shots — the submit filter\nnow enforces this). Jobs 019f8677-33\n[…]\nndary holds: device-noise statement only (exact baseline pins\n  noiseless leakage at zero); no coherent-dynamics claim.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): Lane 1 powered DLA matrix complete — primary rejects …",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T20:59:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fe3be85a4e348ac71af9e7f07283556774ccd9f6",
          "body": "…wner GO)\n\nrun_iqm_dla_powered_block.py gains owner-gated submit (per-repetition\nblocks, depth-envelope gate re-checked against the live backend at submit\ntime, refuses without --i-have-owner-go) and retrieve subcommands; the\ngarnet:mock integration ran first (zero spend).\n\nRepetition 1 on the pinne\n[…]\n0.889-0.947.\n\nRepetitions 2-4 stay gated on the dashboard credit-burn read per the\npreregistered first-block stop rule.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): Lane 1 powered DLA repetition 1 executed on Garnet (o…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T20:46:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "47e76cf0cc3c8ef8eb38d8c206261456e4565910",
          "body": "…es, submission stays owner-gated\n\nscripts/run_iqm_dla_powered_block.py builds the full preregistered powered\nmatrix (2 states x 3 depths x 4 repetitions @ 1,024 shots + 4 readout\nstates @ 2,048 = 28 circuits / 32,768 shots) on the pinned layout\n[2, 7, 12, 13] from the committed May campaign builder\n[…]\n,336\nshots) remains blocked on a separate explicit owner per-submit GO, with the\n>1/3-allowance first-block abort rule.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): Lane 1 powered DLA readiness gate — fake dry run pass…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T20:16:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "8299e1eea3ae6553f355954e2bb41ec3a22e1d02",
          "body": "…ule FAILS honestly\n\nOwner cleared the credit gate (n=8 block burned 2 of 30 visible credits =\n6.7 %, far under the 1/4 abort rule) and the n=12 + n=16 blocks ran in the\nsame calibration window (jobs 019f8642-e162-7383-83e5-e60c15a57355,\n019f8642-e326-7cf0-97de-5e81ebf487d9, 019f8643-650c-7010-806a-\n[…]\nattice) feeds the NEW manuscript with\nthe same prominence a positive would have received. paper/submissions/\nuntouched.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): Lane 2 full matrix executed — preregistered primary r…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T20:07:36Z",
          "body_truncated": true,
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        },
        {
          "oid": "6453a0eeb3b3fc35aff8e2324aa1734eee151974",
          "body": "…-transfer n=8 executed\n\nFirst real hardware spend of the layout-transfer campaign (per-submit owner\nGO given 2026-07-21; prereg + Amendment 1 frozen before submission):\n\n- scripts/iqm_layout_transfer_resonance.py (.venv-iqm): live Resonance\n  runner — dump-calibration (metadata only, zero spend), s\n[…]\nnger mislabelled as fake_backend_dry_run).\n\nNext blocks stay gated on the measured credit burn (>1/4 allowance aborts).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(campaign): first owner-GO'd IQM Garnet QPU block — Lane 2 layout…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T19:53:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "875fb5cbfcd89f07d86c9be80366067ce6ccc81a",
          "body": "…ss readiness gate complete\n\nLane 2 harness (prereg docs/campaigns/iqm_layout_transfer_square_lattice_\nprereg_2026-07-21.md) is now complete end-to-end, still with zero QPU spend:\n\n- benchmarks/iqm_layout_transfer_benchmark.py: full preregistered circuit\n  matrix (3 arms x n=8,12,16 two-colour XY ch\n[…]\n623 -> 624 via the audit tool's own inventory functions.\n\nQPU submission stays blocked on explicit owner per-submit GO.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(benchmarks): IQM layout-transfer benchmark runner — Lane 2 harne…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T19:24:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a845eaec37a11ee7a4daa918239637ad23c84bd8",
          "body": "…er harness gate)\n\nFirst component of the harness readiness gate in\ndocs/campaigns/iqm_layout_transfer_square_lattice_prereg_2026-07-21.md:\nhardware/iqm_lattice_calibration.py turns an IQM backend (fake or live,\nduck-typed — the module never imports iqm) into plain cost-model inputs:\ncanonical 0-bas\n[…]\nted in a\nclean worktree, coverage-debt register source inventory 622->623 via the\naudit tool's own inventory functions.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(hardware): IQM square-lattice calibration adapter (layout-transf…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T17:41:51Z",
          "body_truncated": true,
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        },
        {
          "oid": "380a314fdfa46c262dd3d69dc56ebe406bfe2451",
          "body": "…DLA + layout transfer)\n\nIQM granted extended Resonance access (IQMCS-1691, 2026-07-20) for the\ncontinuation lanes promised in the 2026-07-16 credits request. Commit both\npreregistrations BEFORE any submission, per repository discipline:\n\n1. iqm_dla_backend_sensitivity_powered_prereg — properly powe\n[…]\nrequired,\nfirst-block credit-burn stop rules committed. Capability manifest\nregenerated in a clean worktree (286 docs).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(campaigns): preregister both IQM extended-access lanes (powered …",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T17:09:17Z",
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        },
        {
          "oid": "eaf2fd5fc5e49ca837cde07269267b38c100b7e0",
          "body": "Squash-merge of Dependabot #162 (routine dependency bump, CI green on 4f4704e1).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": true,
          "headline": "build(deps): bump tomlkit from 0.15.0 to 0.15.1 (#162)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T15:41:13Z",
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        },
        {
          "oid": "ab16c3fe4e6b6cce3e51626147672b557dc84128",
          "body": "…#161)\n\nSquash-merge of Dependabot #161 (routine dependency bump, CI green on 4f4704e1).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": true,
          "headline": "build(deps): bump pypa/gh-action-pypi-publish from 1.14.0 to 1.14.1 (…",
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          "author_login": "dependabot[bot]",
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          "is_bot": true,
          "headline": "build(deps): bump scpn-studio-platform from 0.11.0 to 0.11.2 (#160)",
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          "is_bot": true,
          "headline": "build(deps): bump serde from 1.0.228 to 1.0.229 in /scpn_quantum_engi…",
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          "is_bot": true,
          "headline": "build(deps): bump serde_json in /scpn_quantum_engine (#157)",
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          "is_bot": true,
          "headline": "build(deps): bump filelock from 3.29.7 to 3.32.0 (#155)",
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          "is_bot": true,
          "headline": "build(deps): bump anyhow from 1.0.103 to 1.0.104 in /scpn_quantum_eng…",
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          "is_bot": true,
          "headline": "build(deps): bump clap from 4.6.1 to 4.6.3 in /scpn_quantum_engine (#…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T15:40:49Z",
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          "oid": "4f4704e151cf06a9791a0a550811798bfd4a3f0e",
          "body": "Supersedes Dependabot #163 (matplotlib) and #152 (mkdocs-material). Both\nchange requirements-dev.txt, which the differentiable external-validation\nenvironment lock hashes, so the manifest sha256 gate fails on the raw\nDependabot branches. Bump both pins together and regenerate the lock via\ntools/chec\n[…]\n/pypi/matplotlib/3.11.1/json (version 3.11.1)\nVerified: https://pypi.org/pypi/mkdocs-material/9.7.7/json (version 9.7.7)\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "build(deps): bump matplotlib to 3.11.1 and mkdocs-material to 9.7.7",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
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          "oid": "521c2743623ff3c6dd713c68430d4468c6ee9a06",
          "body": "Supersedes Dependabot #150. The bump cannot land via Dependabot because\ntests/test_differentiable_framework_ci_workflow.py hard-pins the expected\nsetup-python SHA, so bumping the workflow alone breaks the assertion.\nBump all 16 workflow pins and the test's expected SHA together. v7's\nonly #150 failu\n[…]\nps://api.github.com/repos/actions/setup-python/git/refs/tags/v7.0.0 -> 5fda3b95a4ea91299a34e894583c3862153e4b97 (commit)\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "ci(deps): bump actions/setup-python to v7.0.0 across workflows",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T14:48:48Z",
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          "oid": "7c7bd9aa2598c655a6ca76170edf79e6d1d6a021",
          "body": "Dependabot opened #153/#156/#158 to bump codeql-action upload-sarif,\ninit and analyze independently. CodeQL requires init and analyze to run\nthe same action version, so the split PRs deadlock on a version skew\n(analyze fails: two codeql-action SHAs downloaded in one run). Bump all\nthree uses in code\n[…]\ns://api.github.com/repos/github/codeql-action/git/refs/tags/v4.37.1 -> 7188fc363630916deb702c7fdcf4e481b751f97a (commit)\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "ci(deps): bump github/codeql-action init/analyze/upload-sarif to v4.37.1",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T14:48:33Z",
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          "oid": "40c4bda820915dc97db8901dc182011d4588ed11",
          "body": "… gate)\n\nCI (Audit coverage gaps, 3.12) flagged analysis/two_colour_schedule.py (AUD-7)\nas unregistered coverage debt: build_sequential_circuit is only reached via\ndepth_comparison with an all-zero initial state, so the X-gate line and the\ndepth-zero reduction_factor=inf branch were never exercised.\n[…]\nal qiskit x cov\nC-tracer crash). Tests added to the existing file, so no manifest/inventory\ndrift. No behaviour change.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Cover build_sequential_circuit + depth-zero branch (fix coverage-debt…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T10:46:03Z",
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        },
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          "oid": "8abb34dc002bebce3f2ad190d525f8ea4097f905",
          "body": "Adding the two KYMA coverage-exclusion ledger rows (efed17bd) changed the\nexclusions ledger, so the register justified_exclusions_sha256 (a digest of\ndocs/release_coverage_exclusions.json) went stale and blocked the pre-push\ncoverage-debt gate. Refreshed the digest. No behaviour change.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Refresh the coverage-debt register ledger hash (fix pre-push gate)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T10:02:36Z",
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        },
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          "oid": "efed17bd408aadb2c2bfacd2af1c286e1b4f2f45",
          "body": "test_exclusions_ledger_drift.py::test_every_omit_glob_has_a_ledger_row binds\nevery [tool.coverage].omit glob to a justification row in\ndocs/release_coverage_exclusions.json. The KYMA omit globs\n(benchmarks/kyma/*.py and benchmarks/kyma_v2/*.py) had no ledger row, so CI\nstayed red after the earlier d\n[…]\nests) passes in a clean git worktree (tracked files only = CI's view).\n\nDocumentation/ledger only; no behaviour change.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Add coverage-exclusion ledger rows for the KYMA probe globs (fix CI red)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T10:00:27Z",
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          "oid": "b88738a9faee46fbfb7ada804be48c4aed95a234",
          "body": "…->63)\n\ntest_documentation_inventory_consistency asserts the hand-maintained\nsource-module counts in docs/architecture.md + docs/index.md and the per-package\nmermaid nodes match the filesystem. Two drifts had accumulated on main and kept\nCI red after the capability-manifest refresh:\n\n- total Python \n[…]\ntory_consistency.py tests/test_capability_manifest.py`\n-> 20 passed. Documentation inventory only; no behaviour change.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Fix documentation inventory drift (module count 571->587, analysis 61…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T09:43:03Z",
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          "oid": "cc9caf5accd02574c50f18f45f16e26dce506e43",
          "body": "test_capability_manifest.py::test_generated_capability_outputs_are_current is a\nCI-gated freshness test (it regenerates docs/_generated + the README capability\nblock and asserts they match the tree). The committed manifest was stale: it\npredated recent tracked additions (including the KYMA v2/v2.1 m\n[…]\nsource modules 571 -> 587, test files 1041, classes 1045, docs 284.\n\nNo behaviour change; documentation inventory only.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Refresh the capability manifest to CI-canonical counts (fix CI red)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T09:29:22Z",
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        {
          "oid": "e7acd3760979037b14c3cb4def988171aa5a0b56",
          "body": "Four pre-registered analyses that attribute the v2 held-out advantage causally\nand pre-empt the standard objections. Predictions frozen before the run\n(KYMA_V2_1_SUPPLEMENTARY_RIGOR_PREREGISTRATION_7f6b_2026-07-21.md); 4 of 5 met,\nA2 refuted (the most informative outcome). Frozen v2 budget, 5 seeds.\n[…]\nontrols.\n\nPre-registration: .coordination/planning/CEO/KYMA_V2_1_SUPPLEMENTARY_RIGOR_PREREGISTRATION_7f6b_2026-07-21.md\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Add KYMA v2.1 supplementary rigor + correct the v2 mechanism claim",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T09:16:49Z",
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          "oid": "db7c5c473c2784a75d45752ef2be9b68c8aabdc4",
          "body": "Corrected-design successor to the v1 NEGATIVE (2f67de12), addressing its two\ndiagnosed defects: per-relation coupling gating (the code gates K, not just the\nfrequency drive, so one substrate realises in-phase AND anti-phase) and a\nnon-separable, data-dependent readout (a passive readout node bridged\n[…]\n3pp margin is the claim.\n\nPre-registration: .coordination/planning/CEO/KYMA_V2_PROBE_PREREGISTRATION_7f6b_2026-07-21.md\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "Add KYMA v2 compositional-generalisation probe (corrected design, PASS)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T04:25:52Z",
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          "oid": "904b2a4d66fcf57b54f63ad1066e81e65d4d5740",
          "body": "…AUD-7)\n\nAdds the hand-scheduled, genuinely width-2 alternative to the serial chain\nsynthesis (audit AUD-7 / B-5). The path graph is 2-edge-colourable — even\nedges {(0,1),(2,3),…} ‖ odd edges {(1,2),(3,4),…}, each class vertex-disjoint\nhence one parallel layer — so every Trotter step is a constant n\n[…]\nrol/analysis/two_colour_schedule.py, campaign doc,\n24 tests. Refreshed the coverage-debt register inventory (610->611).\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "analysis: two-edge-colour width-2 schedule for the XY-Trotter chain (…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T00:31:27Z",
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          "oid": "814cdba41804b852367bc9e4be2c9259fc5cb216",
          "body": "Adds an exact, noiseless statevector reference for the promoted DLA-parity\nXY-Trotter circuits, closing audit B-9/B-10. Every gate (rz, and the paired\nrxx(θ)·ryy(θ) on each nearest-neighbour edge) conserves total excitation\nnumber, so the ideal final state never leaves the prepared parity sector and\n[…]\nact_baseline/..., campaign doc, 40 tests. Refreshed the\ncoverage-debt register inventory (609->610) for the new module.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "analysis: exact statevector baseline for kingston DLA-parity (AUD-6)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-21T00:21:29Z",
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          "oid": "2f67de1287667e1a095dd4af44668a56ed71fe9b",
          "body": "…ive)\n\nAdds the KYMA probe that tests whether reusable Kuramoto motifs (learned\nin-phase R1 / anti-phase R2 relations on cluster pairs) compose on a held-out\nconjunction never seen jointly in training, against a parameter-matched\nnon-motif MLP baseline and a measured chance floor. Implements the fro\n[…]\nortorskip(jax)-guarded for the CI lane).\nThe [jax]-only package is added to the coverage omit list per repo convention.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "benchmarks: KYMA toy compositional-generalisation probe (honest negat…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T16:07:25Z",
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          "oid": "23f6687267231a1554112fd9e3aa108376d21b64",
          "body": "…w-3j85)\n\nadm-zip@0.5.10 — a transitive dev dependency of\n@module-federation/third-party-dts-extractor — is vulnerable to\nGHSA-xcpc-8h2w-3j85 (a crafted ZIP triggers a 4 GB memory allocation),\npatched in 0.6.0 (Dependabot alert #77). It is build-time only and never\nshipped to users, but the fix is c\n[…]\n56/156 pass and `pnpm build` succeeds with the\nmodule-federation-dts-build plugin (the adm-zip consumer) running clean.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "studio-web: bump transitive adm-zip to >=0.6.0 (AUD-14, GHSA-xcpc-8h2…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T14:09:08Z",
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        },
        {
          "oid": "0829deed3c765c2f51e04d0dc645978edf6a831c",
          "body": "A few test modules import an optional-extra package at module scope rather\nthan behind importorskip/skipif, so `pytest --collect-only` on a bare [dev]\ninstall errors (not skips) for them. Documented the three extras that close\nthis in docs/test_infrastructure.md, with the representative module for e\n[…]\nhard around it (`-m 'not slow'` or path subsets);\nnoted pytest-xdist is not a declared dependency. Addresses audit C-3.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs: document extras needed for full collection + suite memory (AUD-13)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T14:05:08Z",
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        {
          "oid": "d9fec4ccfe06872137164a3404ceb4f47744c0d6",
          "body": "`ascending_copy` sorted with `partial_cmp(...).expect(\"jitter values are\nfinite\")`, which returns None on a NaN element and unwinds. The public\n`sub_us_jitter_percentiles` entry already rejects non-finite input via\n`validate_finite`, but the helper stayed a latent panic for any future\ncaller. Switch\n[…]\n few lines above; the expect can only fire\non a length bug, never on NaN/user input) and are left as invariant-expects.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "engine: eliminate NaN-driven panic in jitter percentile sort (AUD-12)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T13:58:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "460aa8e5c61507166b4754143ae1d0850931fb23",
          "body": "…UD-11)\n\nThe user-facing requirements.txt / requirements-dev.txt are version-pinned\nbut deliberately unhashed. Adding --hash would turn them into a\n--require-hashes install, which demands every transitive dependency of\nwhichever optional extras a user adds also be hashed and forbids mixing an\nunhash\n[…]\n(pinned_package_count unchanged: 11 runtime / 28 dev), via\n`tools/check_differentiable_external_validation.py --write`.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "deps: document intentional unhashed user-facing requirements split (A…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T13:52:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "8f0c5aa3c4a8d6f7910c7463144029676c6157ef",
          "body": "HardwareRunner.save_result now writes a `calibration` block beside\n`provenance` in every pack — backend name, seed_transpiler, median\nT1/T2 and readout error, and the calibration date the run was measured\nagainst. Wiring it into the single central save-path means all present\nand future campaign scri\n[…]\n in\ntest_runner_guards.py and test_hardware_runner_contracts.py to the new\n{results, provenance, calibration} contract.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "hardware: embed calibration snapshot in every saved result pack (AUD-4b)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T13:46:09Z",
          "body_truncated": true,
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        },
        {
          "oid": "a1655500354c881c80112c458408e59a8a74fd6e",
          "body": "…e (AUD-8/4)\n\nKIMI due-diligence audit follow-through, verified against the live ibm_fez\ncalibration snapshot.\n\nAUD-8 (B-8): the Aer noise model constants were labelled \"Feb 2026 median\" but\nwere materially wrong. Corrected against the dated backend.properties snapshot\n(2026-03-29, 156 qubits / 352 \n[…]\nunner +\nzne + optional-import tests.\n\nVerified: ibm_fez backend.properties(datetime=2026-03-29) via QiskitRuntimeService\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(hardware): correct ibm_fez noise medians + deterministic transpil…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T13:23:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef99e5c88ff362549c40e885e7891f35c40d262e",
          "body": "…arency (AUD-10)\n\nKIMI due-diligence audit follow-through (A-2/C5), owner full-disclosure\ndirective (2026-07-18: publish everything except the token).\n\nThe March 2026 flagship job identifiers were published behind nonce-blinded\ncommitments (SHA-256(\"<raw id>:<nonce>\")), verifiable only if the owner\n\n[…]\n nonce-blinding is\nretired. Gates green: retired-claims, freeze (38 intact), changelog\nconsistency, 9 disclosure tests.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "disclose(hardware): open the 24 March job-id commitments, full transp…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T13:07:54Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "7e9cd0b96ab8c6effaae497eb9614260f376cf25",
          "body": "…ance (AUD-2/3)\n\nKIMI due-diligence audit follow-through, doc-only honesty fixes.\n\nAUD-2 (A-6): the Python<->Rust wiring diagram claimed \"~111x at L=4\" for\nbuild_xy_hamiltonian_dense, contradicting the committed measured baseline of\n96.5x at L=4 (benchmarks/baselines/native_speedup.json). Corrected \n[…]\n a violation of, the rule.\n\nGates green: retired-claims (0 findings), freeze (38 intact), documentation\nsurface guards.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "docs(honesty): fix speedup contradiction + reconcile depth-trust guid…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T12:59:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "281fba96b88670845ef4e525e2a5cf23bba13708",
          "body": "Recover the quarantined \"IBM v2\" fair-experiment campaign (2026-03-29,\nibm_fez) as genuine, fully public evidence, and reframe the retired\n\"DUAL PROTECTION\" claim from \"unverifiable\" to \"real observation, wrong\ninterpretation\" (KIMI due-diligence audit follow-through, AUD-1 + AUD-10).\n\nThe nine jobs\n[…]\n-record\nfreeze (38 intact), version + changelog consistency, execution/documentation\nsurface guards, 75 targeted tests.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "recover(hardware): re-retrieve IBM v2 raw counts, full public disclosure",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-18T12:38:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6286ac9d08e5110261ec5548d0be8f078329be8d",
          "body": "The 1.0.0 version bump surfaced two version-pinned checks that the local\ndeterministic gates did not cover:\n\n- test_changelog_consistency asserts every root CHANGELOG version also\n  appears in the docs/changelog.md curated summary; add the\n  [1.0.0] - 2026-07-17 entry (date matched to the root file)\n[…]\nerified locally. Follow-up: the wheel-audit expectation hardcodes\nthe version and needs a one-line touch on every bump.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(release): sync docs/changelog + wheel-audit expectation to 1.0.0",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T13:49:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24c0df364393311910d51218226107bdf0aee190",
          "body": "Bump the version carriers (pyproject.toml, CITATION.cff, .zenodo.json)\nfrom 0.10.0 to 1.0.0 with the 2026-07-17 release date, cut the CHANGELOG\n[Unreleased] work into a dated [1.0.0] section, refresh the\ncurrent-version references on the living docs surfaces (README, index,\ntheory, REPRODUCIBILITY),\n[…]\n license-readiness, and the CI test-quality audit. Full test\nsuite + coverage run on CI. No code or test files changed.\n\nSeat: 7f6b\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "release: prepare 1.0.0 — first stable release",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T13:24:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "273c8ea7703f9a9970227741e6b14db756519860",
          "body": "The KIMI-12 security commit added statements to the two torch export\nmodules, and in the torch-less CI lane (where their tests importorskip)\nthat grew the registered missing-line debt: torch_aot_autograd_export\n132 -> 136 and torch_dynamic_shape_export 115 -> 120, which the\ncoverage-debt regression \n[…]\n modules remain at 100% line+branch in the torch-present\nlane; the debt rows track only the torch-less CI measurement.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "fix(coverage): refresh debt register for the digest-gated torch modules",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T11:25:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35c087c40cd8a29ba516c86eaf8861d803b966ff",
          "body": "…MI-12)\n\ntorch.load(..., weights_only=False) deserialises arbitrary pickle, so a\ntampered on-disk graph artifact was a code-execution vector in the\nAOTAutograd export replay. Both self-produced-artifact loaders are now\ndigest-gated: _torch_save returns the SHA-256 of the bytes it wrote, and\n_torch_l\n[…]\nytes raise before torch.load is reached); audit tool\ntests extended with flag/wrapper/absent cases; strict mypy clean.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "security(phase): digest-gate torch graph-artifact deserialisation (KI…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T10:49:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4df7eb7205113ede37df5ac9de80aa6faad64fca",
          "body": "…notebooks\n\nThe first real execution of the FIM batch (workflow_dispatch run\n29549555420 at adc6544d - Notebook CI has no push trigger, so per the\npath-filter false-green rule the batch had to be exercised explicitly)\nsurfaced two failure classes:\n\n1. nbmake runs each kernel with the notebook direct\n[…]\n job passed\nunchanged in the same dispatch. actionlint clean; a fresh dispatch at this\ncommit is the verification run.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "ci(notebooks): fix FIM batch kernel cwd and exclude external-dataset …",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T02:52:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72cff78550e8fcf06b8df472e8f56e3bfd07eb84",
          "body": "…oads (KIMI-11)\n\nBounded-bond-dimension Aer MPS baselines for the March flagship workloads,\nrun on the IDENTICAL logical Trotter bodies the hardware campaign executed\n(16-qubit UPDE at t=0.05 with 1 LieTrotter rep; 8-oscillator Kuramoto at\nt=0.1 with 2 reps; paper27 coupling, OMEGA_N_16 frequencies)\n[…]\nd-chi baseline.\n\n15 tests, 100% line+branch, strict mypy clean; capability manifest\nregenerated for the new test file.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(benchmarks): committed TN classical baselines for flagship workl…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T02:43:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "adc6544d719aa945d91d50f749d3944459dbaa0b",
          "body": "Executed the preregistered QBER re-run under owner GO on ibm_fez (job\nd9cosfcjeosc73fgikgg, 38 IBM-reported usage seconds against the 60 s cap):\nmatched-basis mismatch of two Bell pairs with the basis of every pub\ncommitted in the pack. Raw rates 1.39%/2.71% (ZZ, pairs q0-q1/q2-q3) and\n1.68%/3.00% (\n[…]\nger row, results.md follow-up note under the QBER\namendment, preregistration status closed, CHANGELOG execution entry.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "data(hardware): matched-basis QBER re-run executed and promoted (KIMI-8)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T02:11:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "87f43b1e9fdf60c9eeafeb5f7255a88452455ff3",
          "body": "…ta (KIMI-8)\n\nThe published 5.5%/5.8% QKD bit-error rate cannot be re-derived from the\ncommitted March 2026 artefact because it records no basis metadata. This\nsubmitter closes the derivability gap from both ends: (1) march_naive_sift()\nrecomputes the artefact's matched-basis mismatch by pure arithm\n[…]\n matched\nbases, one-half under a deliberately unmatched basis). Capability manifest\nregenerated for the new test file.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(hardware): preregistered QBER re-run submitter with basis metada…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T01:57:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cfa3bc2587bd46399c6b691404b1c64a614b698",
          "body": "…KIMI-10)\n\nThe 32 exploratory FIM investigation notebooks (NB15-47 minus the\nlive-hardware submitters) now execute weekly in four sharded\nexecute-fim-batch jobs (Monday 07:00 UTC + manual dispatch, never on pull\nrequests), closing the KIMI-10 remainder: exploratory breakage surfaces as\na scheduled f\n[…]\nhird-party action added, so no new action pins). YAML\nvalidated with actionlint; CI documentation surface gates green.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "ci(notebooks): weekly FIM batch shards + implemented failure issues (…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T01:44:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "42eb755a80b1dc44d7ab40968a51e447476d6b29",
          "body": "…s (KIMI-7)\n\nThe March 2026 flagship campaign becomes externally verifiable without\nrepublishing its private identifier mapping. scripts/\nbuild_march_job_id_commitments.py publishes a nonce-blinded SHA-256\ncommitment for each of the 24 raw IBM job identifiers behind the March\nartefact labels (raw id\n[…]\nrified in-session. Ledger row, results.md\nverifiability note, capability manifest regen, and CHANGELOG entry\nincluded.\n\nSeat: 7f6b\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)",
          "is_bot": false,
          "headline": "feat(verifiability): March job-id commitments + IBM retrieval receipt…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T01:26:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "676265df61368db481fc175098d7598a13a9b403",
          "body": "Authored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "docs(changelog): record the oscillatools 0.1.0 PyPI release",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-17T00:32:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "452ab9ed6aa7f06c3d4a9d37290a532ffdd4027a",
          "body": "…nd measurable\n\nPreregistered RC-1 campaign executed on ibm_fez (job\nd9cmpvaneu4c739m64fg, 11 IBM usage seconds of the 120 s cap, owner GO):\nthe monitored Kuramoto feedback template against its circuit-family\nmatched open-loop control at 2 and 3 rounds, 4096 shots per arm, star\nlayout monitor 143 + \n[…]\n Ledger row added;\nbudget trail closed for the evening: all three preregistered lanes\nexecuted with 89 of 1100 s spent.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "results(hardware): RC-1 executed — on-QPU dynamic feedback accepted a…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T23:47:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4585b3de415bd5266cd6ab30453e1e21fdeb6dd3",
          "body": "The depth-ratio abort gate compared routed ECR-basis depth against the\nuntranslated template depth, conflating basis translation (an inherent\nx4-8 for the monitored-feedback template) with the routing blow-up the\npreregistration actually gates on — a live ibm_fez readiness blocked at\nratios of 7.7-8\n[…]\n0 ceiling. Readiness\ndocuments of both runs committed (the blocked one stands as the record\nof the miscalibrated gate).\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(hardware): honest depth-ratio reference for the RC-1 submitter",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T23:43:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b747f340e9a9c40b8c9eae222359127e159ab0c8",
          "body": "Preregistered maximum-width campaign executed on ibm_fez (job\nd9cmlnphtsac739bv880, 38 IBM usage seconds of the 120 s cap, owner GO):\nwidths 32 / 64 / 104 / 122 on error-aware DFS chain layouts from fresh\ncalibration (median chain edge errors 0.28-0.29%), first-order Trotter\nreps {1, 2}, all-X / all\n[…]\n-closed coercion\nand exact shot conservation at every width. Ledger row added; budget\ntrail updated (1022 s remaining).\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "results(hardware): WIDTH-1 executed — 122-qubit Kuramoto-XY workload",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T23:39:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28eab0c02ad93e52039a7a5688e0b6b03b11c1dd",
          "body": "Pure greedy growth dead-ends well short of the device on heavy-hex: on a\nfresh ibm_fez calibration snapshot it found a 51-qubit chain on the\n156-qubit chip, which would have silently understated the WIDTH-1\ncampaign's \"device-max usable width\". Both chain-selection entry points\nnow take a backtrack_\n[…]\nys at\n100% line + branch, with the greedy trap pinned by a T-junction graph\nwhose full line only backtracking recovers.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "feat(hardware): backtracking DFS in error-aware chain selection",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T23:28:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ecf07fe886374b1c23555b32dab5a520f2ce3564",
          "body": "… reproduced\n\nPreregistered KIMI-9 campaign executed on ibm_fez (job\nd9ck6rqneu4c739m2pr0, 40 IBM usage seconds of the 60 s cap, owner GO):\nper-setting transpiled circuits on two canonical Bell pairs, 4096 shots\nper setting, full-basis 16-state readout calibration at 8192 shots,\nlayout [74, 75] + [2\n[…]\noercion and analysis functions.\nLedger row added; dated resolution note appended to the docs/results.md\nBell amendment.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "results(hardware): mitigated Bell re-run executed — March anomaly not…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T23:19:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7cbaf272b09c7acdc38be190127d4f09700b49f7",
          "body": "The error_aware_chain module (40d8c91b) grew the hardware package; the\ntotal module count was updated but the per-package mermaid node count\nwas not, which\ntest_documentation_inventory_consistency::test_architecture_mermaid_node_counts_match_the_filesystem\ncorrectly rejected on all three CI test legs. Guard test green locally.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(docs): architecture mermaid hardware node count 73 -> 74",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T21:42:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78bb4a2a4c505a2cfdc2451d9c01c6fb7e3782c9",
          "body": "Implements the executable runner for the preregistered campaign\ndocs/campaigns/onqpu_dynamic_feedback_prereg_2026-07-16.md: the committed\nmonitored Kuramoto feedback template (per-round Trotter evolution,\nmonitor-ancilla interaction, mid-circuit measurement, conditional reset\nand correction) against\n[…]\nmit_onqpu_dynamic_feedback.py, 31 tests, 100% line\n+ branch coverage; capability manifest regenerated; CHANGELOG entry.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "feat(hardware): RC-1 on-QPU dynamic-circuit feedback submitter",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T21:22:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40d8c91bb841d79ea6ddfaecac37842f04473e73",
          "body": "Implements the executable runner for the preregistered campaign\ndocs/campaigns/max_width_kuramoto_xy_prereg_2026-07-16.md.\n\nNew module hardware/error_aware_chain.py: greedy bidirectional 1-D chain\ngrowth over the calibrated coupling graph (edge score = two-qubit gate\nerror + mean endpoint readout er\n[…]\nfest + README/architecture/index counts + coverage-debt\nregister inventory refreshed for the new module and test files.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "feat(hardware): WIDTH-1 max-width submitter + error-aware chain selector",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T21:15:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "560b001c3414316a5e63b343956c045b50ffc94a",
          "body": "Implements the executable runner for the preregistered campaign\ndocs/campaigns/bell_rerun_mitigated_prereg_2026-07-16.md: two Bell pairs\non four qubits, four per-setting CHSH analyser circuits whose ideal\nstatistics are pinned to S = 2*sqrt(2) under the recompute-script\nconventions (little-endian pa\n[…]\n+\nbranch coverage of the new script; capability manifest + README counts\nregenerated; CHANGELOG Unreleased entry added.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "feat(hardware): approval-gated mitigated Bell re-run submitter (KIMI-9)",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T20:40:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fefb664f93fd26ede7123267a245f6a3324a116e",
          "body": "…l leg\n\nTwo reds on the tip's first full CI run:\n\n- rust-audit: RUSTSEC-2026-0185 (quinn-proto 0.11.14, remote memory\n  exhaustion, high) entered Cargo.lock with the rustls switch via the\n  optional reqwest chain. Bumped to 0.11.16 (latest; verified at source\n  on crates.io) with a surgical cargo up\n[…]\nlishes — same class as\n  the rust-extra 404 just fixed.\n\nVerified: https://crates.io/api/v1/crates/quinn-proto/versions\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(ci): quinn-proto advisory bump + local oscillatools in the minima…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T19:51:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aca9d0a158b1b822c91b2055be79be120abe5331",
          "body": "…W-block closes)\n\nThe two historical CHANGELOG lines carrying the retired claims are\namended in place with dated markers (record stays visible, never\nrewritten): the 5 401x Hamiltonian figure carries its 2026-05-05\nretraction context (cold-start artefact; warmed baseline 96.5x/33.7x),\nand the blanke\n[…]\nserved as dangling commit ba33296a (patch + SHA-256 recorded in its\nhandover); its paths were untouched by this commit.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(honesty): CHANGELOG dated amendments + retired-claims CI gate (NO…",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T18:58:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ff063efa66b5fd9d3a4004e7983f8d2f000cdad",
          "body": "The freeze guard went red on main (run 29524870449): the manifest was\ngenerated from a working tree containing locally built, git-ignored\nartifacts inside the frozen trees (rendered PDFs, generated .bib), which\na CI checkout never has — 102 pinned files vs 38 actually tracked. The\nguard now intersec\n[…]\ngreen locally. New tests cover the tracked-filter and the no-git\nfallback; 100% line+branch, strict mypy, bandit clean.\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(ci): freeze only git-tracked published-record files",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T18:51:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "748bbc257627743ef022f9fccd53eaa26293b09b",
          "body": "Wheels run 4 got both linux targets past interpreter discovery, x86_64\nbuilt green, and aarch64 died compiling aws-lc-sys (rustls's default\ncrypto provider) — the cross container's gcc lacks stdatomic.h and\narmv8.4 -march support (run 29524218175). Root cause is structural: the\ncrate's only network \n[…]\ncy-runner. Tag re-pointed after verifying at source that\nrun 4 published nothing (publish job skipped; PyPI still 404).\n\nAuthored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)\nSeat: 7f6b",
          "is_bot": false,
          "headline": "fix(engine): gate the latency-runner HTTP stack out of wheel builds",
          "author_name": "Miroslav Šotek",
          "author_login": "anulum",
          "committed_at": "2026-07-16T18:39:50Z",
          "body_truncated": true,
          "is_coding_agent": false
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              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "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": 41,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 5,
            "inputs": {
              "forks": 0,
              "stars": 3,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "3 stars",
                "points": 4.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "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": 13.5,
                "status": "met",
                "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": 6.3,
                "status": "met",
                "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": 37,
            "inputs": {
              "packages": [
                "scpn-quantum-control",
                "oscillatools",
                "scpn-quantum-engine"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 156
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "156 downloads/month across pypi",
                "points": 29.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 156,
                      "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": 52,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "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 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "merged_prs": 64,
              "open_issues": 0,
              "closed_issues": 13,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 86
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "64/150 decided PRs merged",
                "points": 16.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 64,
                      "decided": 150
                    }
                  }
                ],
                "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": 51,
            "inputs": {
              "followers": 21,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "anulum",
              "public_repos": 18,
              "account_age_days": 3118
            },
            "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": "21 followers of anulum",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21,
                      "login": "anulum"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "18 public repos, account ~8 yr old",
                "points": 21.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 18
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "scpn-quantum-control",
                "oscillatools",
                "scpn-quantum-engine"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "3 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 3,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "19 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "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": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "24 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "fusion-energy",
                "nisq",
                "qiskit",
                "quantum-computing",
                "quantum-simulation",
                "spiking-neural-networks",
                "tokamak",
                "vqe",
                "plasma-control",
                "ibm-quantum",
                "kuramoto",
                "plasma-physics",
                "pyo3",
                "quantum-control",
                "rust",
                "coupled-oscillators",
                "physics-simulation",
                "python",
                "quantum-circuit",
                "quantum-physics"
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              "has_wiki": true,
              "homepage": "https://anulum.li/scpn-quantum-control/",
              "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://anulum.li/scpn-quantum-control/",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 77,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 7.7
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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": "30 commit(s) and 2 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected: CodeQL",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "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 687 resolved dependencies against OSV; 69 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": 687
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 69
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 1,
              "assessed_packages": 687,
              "unassessed_packages": 69,
              "affected_by_severity": "moderate 1",
              "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": 687,
              "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": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "92 of 92 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 92
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "oscillatools/src/oscillatools/py.typed",
                "src/scpn_quantum_control/py.typed",
                "studio-web/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "scpn_quantum_engine/Cargo.toml",
                "scpn_quantum_engine/fuzz/Cargo.toml",
                "scpn_quantum_engine/program_ad_replay/Cargo.toml",
                "scpn_quantum_engine/studio_program_ad_wasm/Cargo.toml",
                "scpn_quantum_engine/studio_wasm_kernel/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0.08
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json"
                    }
                  }
                ],
                "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": "8 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 195409,
              "source_files_sampled": 2483,
              "oversized_source_files": 25
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "oscillatools/src/oscillatools/py.typed, src/scpn_quantum_control/py.typed, studio-web/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "25/2483 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2483,
                      "oversized": 25
                    }
                  }
                ],
                "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",
    "Could not fetch crates package 'scpn-quantum-engine' from its registry",
    "deps.dev does not index pypi:scpn-quantum-control@1.0.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T00:15:37.074132Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anulum/scpn-quantum-control.svg",
  "full_name": "anulum/scpn-quantum-control",
  "license_state": "custom",
  "license_spdx": null
}

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

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

单项结果在整体记录中的位置: 汇总统计PyPI.