公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 00:54 UTC

kent-tokyo / renkin

RENKIN is an open-source retrosynthesis engine for computer-aided synthesis planning (CASP) that automatically discovers optimal chemical reaction routes from a target molecule back to cheap, commercially available starting materials.

Rust · PythonMIT★ 2 星标⑂ 0 复刻始于 2026年6月在 GitHub 上查看 ↗

kent-tokyo/renkin 的健康指数为 100 分中的 61 分,处于「中等」区间。 其得分最高的类别是Vitality(74/100),最低的是Community & Adoption(43/100)。 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。

61
总分 / 100
中等

软件健康指数

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

61
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

kent-tokyo个人账户
7 关注者29 个公开仓库始于 2018年2月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
crates.iorenkin0.18.095180 天前cheminformaticschemistrydrug-discoveryretrosynthesiswasmcommand-line-utilitiesalgorithms
PyPIrenkin0.18.06,03590 天前retrosynthesischeminformaticschemistrydrug-discoverycasp

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?

74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
2.8/36提交节奏 — 52 周中有 4 周有提交
18/18提交量 — 最近一年 214 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year214
human_commit_share0.82
days_since_last_push0
active_weeks_last_year4

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 5 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 7.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count5
latest_release_tagv0.17.0
releases_from_tags
days_since_latest_release0
mean_days_between_releases7.3
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

43存在风险 · 占总体的 18%
评分方式
0/60星标 — 2 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 1 位关注者
所用输入
forks0
stars2
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5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
50.5/80月度下载量 — crates, pypi 合计每月 6,130 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
packagesrenkin, renkin
dependents
ecosystemscrates, pypi
total_downloads285
monthly_downloads6,130
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?

56中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
36/38.3PR 接受 — 已裁定的 PR 中 49/52 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/14 approved changesets -- score normalized to 0
所用输入
merged_prs49
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs3
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
6.5/25所有者影响力 — kent-tokyo 有 7 位关注者
22.8/25既往记录 — 29 个公开仓库,账户约 8 年
所用输入
followers7
owner_typeUser
is_verified
owner_loginkent-tokyo
public_repos29
account_age_days3,072
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 — crates, pypi 上有 2 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 18 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesrenkin, renkin
ecosystemscrates, pypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

60中等 · 占总体的 20%

工程实践

44存在风险
评分方式
24/24CI 工作流 — 4 个工作流
0/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

85优秀
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 11 个主题标签
10/10Wiki
所用输入
topicscheminformatics, drug-discovery, retrosynthesis, rust, computational-chemistry, computer-aided-synthesis-planning, medicinal-chemistry, python, synthesis-planning, webassembly, reaction-planning
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

73良好 · 占总体的 16%

安全态势

66中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.6
已排除计分(无数据或不适用):branch_protection, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
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
advisories1
affected_packages1
assessed_packages163
unassessed_packages5
affected_by_severityunknown 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 163 个已解析依赖与 OSV 比对。 有 5 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。

53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 — 82 次人类提交中有 82 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
12.6/18一条命令的引导启动 — Cargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml(工具链约定,无任务运行器)
0/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — Rust(静态类型)
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 23 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 18 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesCargo.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.23
toolchain_manifestsCargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml
dependency_bot_commit_share0.18
评分方式
45/45可类型检查的代码 — Rust(静态类型)
52.2/55可控的文件大小 — 采样的 39 个源文件中有 2 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes111,182
source_files_sampled39
oversized_source_files2

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

2GitHub 星标
1贡献者
214最近 12 个月提交数
0距最近推送天数
5发布版本数
1巴士系数(bus factor)
0开放议题
crates.io, PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index crates:renkin@0.18.0; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 6.6 / 10
6.6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 · 2026-07-26 00:54 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
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 9
注册表软件包版本约束清单文件
crates.iochematic0.6Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.ioanyhow1Cargo.toml
crates.iorustc-hash2Cargo.toml
crates.iosmallvec1Cargo.toml
crates.iosha20.10Cargo.toml
crates.iopyo30.29Cargo.toml
crates.iotract-onnx0.23Cargo.toml
全部依赖 168

来自 GitHub 依赖图的完整解析依赖集合:13 个直接依赖与 155 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.ioanyhow直接
crates.ioanyhow1.0.104直接
crates.iochematic直接
crates.iochematic0.6.0直接
crates.iopyo30.29.0直接
crates.iorustc-hash2.1.3直接
crates.ioserde直接
crates.ioserde1.0.229直接
crates.ioserde_json直接
crates.ioserde_json1.0.151直接
crates.iosha20.10.9直接
crates.iosmallvec1.15.2直接
crates.iotract-onnx0.23.4直接
crates.ioadler22.0.1间接
crates.ioaho-corasick1.1.4间接
crates.ioallocator-api20.2.21间接
crates.ioanymap31.1.0间接
crates.ioautocfg1.5.1间接
crates.iobit-set0.10.0间接
crates.iobit-vec0.9.1间接
crates.iobitflags2.13.0间接
crates.ioblock-buffer0.10.4间接
crates.iobumpalo3.20.3间接
crates.iobyteorder1.5.0间接
crates.iobytes1.12.0间接
crates.iocc1.2.65间接
crates.iocfg-if1.0.4间接
crates.iochacha200.10.0间接
crates.iochematic-chem0.6.0间接
crates.iochematic-cip0.6.0间接
crates.iochematic-core0.6.0间接
crates.iochematic-fp0.6.0间接
crates.iochematic-iupac0.6.0间接
crates.iochematic-perception0.6.0间接
crates.iochematic-rxn0.6.0间接
crates.iochematic-smarts0.6.0间接
crates.iochematic-smiles0.6.0间接
crates.iocpufeatures0.2.17间接
crates.iocpufeatures0.3.0间接
crates.iocrc32fast1.5.0间接
crates.iocrossbeam-deque0.8.6间接
crates.iocrossbeam-epoch0.9.20间接
crates.iocrossbeam-utils0.8.21间接
crates.iocrunchy0.2.4间接
crates.iocrypto-common0.1.7间接
crates.ioderive-new0.7.0间接
crates.iodigest0.10.7间接
crates.iodowncast-rs2.0.2间接
crates.iodyn-clone1.0.20间接
crates.iodyn-eq0.1.3间接
crates.iodyn-hash1.0.0间接
crates.ioeither1.16.0间接
crates.ioequivalent1.0.2间接
crates.ioerased-serde0.4.10间接
crates.ioerrno0.3.14间接
crates.iofastrand2.5.0间接
crates.iofiletime0.2.29间接
crates.iofind-msvc-tools0.1.9间接
crates.ioflate21.1.9间接
crates.iofloat-ord0.3.2间接
crates.iofoldhash0.2.0间接
crates.iofutures-core0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogeneric-array0.14.7间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.4.3间接
crates.iohalf2.7.1间接
crates.iohashbrown0.16.1间接
crates.ioheck0.5.0间接
crates.ioinventory0.3.24间接
crates.ioitertools0.14.0间接
crates.ioitoa1.0.18间接
crates.iojs-sys0.3.102间接
crates.iolazy_static1.5.0间接
crates.iolibc0.2.186间接
crates.iolibm0.2.16间接
crates.iolinux-raw-sys0.12.1间接
crates.iolock_api0.4.14间接
crates.iolog0.4.33间接
crates.iomaplit1.0.2间接
crates.iomatrixmultiply0.3.10间接
crates.iomemchr2.8.2间接
crates.iomemmap20.9.10间接
crates.iomemo-map0.3.3间接
crates.iominijinja2.21.0间接
crates.iominiz_oxide0.8.9间接
crates.iondarray0.17.2间接
crates.ionom8.0.0间接
crates.ionom-language0.1.0间接
crates.ionum-complex0.4.6间接
crates.ionum-integer0.1.46间接
crates.ionum-traits0.2.19间接
crates.ioonce_cell1.21.4间接
crates.ioparking_lot0.12.5间接
crates.ioparking_lot_core0.9.12间接
crates.iopastey0.2.3间接
crates.iopin-project-lite0.2.17间接
crates.ioportable-atomic1.13.1间接
crates.ioportable-atomic-util0.2.7间接
crates.ioprimal-check0.3.4间接
crates.ioproc-macro21.0.106间接
crates.ioprost0.14.4间接
crates.ioprost-derive0.14.4间接
crates.iopyo3-build-config0.29.0间接
crates.iopyo3-ffi0.29.0间接
crates.iopyo3-macros0.29.0间接
crates.iopyo3-macros-backend0.29.0间接
crates.ioquote1.0.45间接
crates.ior-efi6.0.0间接
crates.iorand0.10.1间接
crates.iorand_core0.10.1间接
crates.iorand_distr0.6.0间接
crates.iorawpointer0.2.1间接
crates.iorayon1.12.0间接
crates.iorayon-core1.13.0间接
crates.ioredox_syscall0.5.18间接
crates.ioregex1.12.4间接
crates.ioregex-automata0.4.14间接
crates.ioregex-syntax0.8.11间接
crates.iorustfft6.4.1间接
crates.iorustix1.1.4间接
crates.iorustversion1.0.22间接
crates.iosafetensors0.8.0间接
crates.iosame-file1.0.6间接
crates.ioscan_fmt0.2.6间接
crates.ioscopeguard1.2.0间接
crates.ioserde_core1.0.229间接
crates.ioserde_derive1.0.229间接
crates.ioshlex2.0.1间接
crates.iosimd-adler320.3.9间接
crates.ioslab0.4.12间接
crates.iostrength_reduce0.2.4间接
crates.iostring-interner0.20.0间接
crates.iosyn2.0.118间接
crates.iosyn3.0.3间接
crates.iotar0.4.46间接
crates.iotarget-lexicon0.13.5间接
crates.iotempfile3.27.0间接
crates.iotract-core0.23.4间接
crates.iotract-data0.23.4间接
crates.iotract-extra0.23.4间接
crates.iotract-hir0.23.4间接
crates.iotract-linalg0.23.4间接
crates.iotract-nnef0.23.4间接
crates.iotract-onnx-opl0.23.4间接
crates.iotract-pulse0.23.4间接
crates.iotract-pulse-opl0.23.4间接
crates.iotract-transformers0.23.4间接
crates.iotranspose0.2.3间接
crates.iotypeid1.0.3间接
crates.iotypenum1.20.1间接
crates.iounicode-ident1.0.24间接
crates.ioversion_check0.9.5间接
crates.iowalkdir2.5.0间接
crates.iowasi0.11.1+wasi-snapshot-preview1间接
crates.iowasm-bindgen0.2.125间接
crates.iowasm-bindgen-macro0.2.125间接
crates.iowasm-bindgen-macro-support0.2.125间接
crates.iowasm-bindgen-shared0.2.125间接
crates.iowinapi-util0.1.11间接
crates.iowindows-link0.2.1间接
crates.iowindows-sys0.61.2间接
crates.ioxattr1.6.1间接
crates.iozerocopy0.8.52间接
crates.iozerocopy-derive0.8.52间接
crates.iozmij1.0.21间接
PyPImaturin间接
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 163 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 5 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
memmap20.9.10间接未知10.9.11

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "cheminformatics",
        "drug-discovery",
        "retrosynthesis",
        "rust",
        "computational-chemistry",
        "computer-aided-synthesis-planning",
        "medicinal-chemistry",
        "python",
        "synthesis-planning",
        "webassembly",
        "reaction-planning"
      ],
      "is_fork": false,
      "size_kb": 1845,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 485434,
        "Shell": 12666,
        "Python": 68241
      },
      "pushed_at": "2026-07-26T00:49:46Z",
      "created_at": "2026-06-20T04:38:32Z",
      "owner_type": "User",
      "updated_at": "2026-07-26T00:49:32Z",
      "description": "RENKIN is an open-source retrosynthesis engine for computer-aided synthesis planning (CASP) that automatically discovers optimal chemical reaction routes from a target molecule back to cheap, commercially available starting materials.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "kent-tokyo",
      "type": "User",
      "login": "kent-tokyo",
      "company": null,
      "location": "Tokyo",
      "followers": 7,
      "avatar_url": "https://avatars.githubusercontent.com/u/36805997?v=4",
      "created_at": "2018-02-25T02:51:05Z",
      "is_verified": null,
      "public_repos": 29,
      "account_age_days": 3072
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2026-07-25T22:17:22Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2026-07-25T01:07:47Z"
        },
        {
          "tag": "v0.15.4",
          "kind": "patch",
          "published_at": "2026-06-26T23:08:06Z"
        },
        {
          "tag": "v0.15.3",
          "kind": "patch",
          "published_at": "2026-06-26T13:30:17Z"
        },
        {
          "tag": "v0.15.2",
          "kind": "patch",
          "published_at": "2026-06-26T13:01:32Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "069c745069db3dc4186bfa5e351a2e4c610a887c",
          "body": "README.md's \"Recently shipped\" list had phase 1 but not phase 2\n(substrate-specific examples, schema_version 2). README_zh.md's\nroadmap was missing phase 1 entirely. Brings all three in sync.",
          "is_bot": false,
          "headline": "docs: sync roadmap phase 2 entry across all READMEs",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:49:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fb7f8d3248ab2c4c85cffdd929f5008faa0693a",
          "body": "Moves [Unreleased] (the substrate-specific evidence records work,\nissue #41 phase 2) into [0.18.0] -- a minor bump, since it's a\nbackward-compatible feature addition, same as the 0.17.0 decision.\nBumps Cargo.toml/Cargo.lock/pyproject.toml/CITATION.cff/README\ncitations (all 3 languages)/docs version \n[…]\nalready exists\" fallback is an explicit gh release view check instead\nof a blanket `|| echo ...` that would swallow a genuine gh release\ncreate failure the same way the old npm/crates.io jobs used to.",
          "is_bot": false,
          "headline": "chore: finalize v0.18.0 release",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:49:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19182f940fb6cec357ad2d1a70d0213284827c97",
          "body": "TemplateMetadataEntry::to_step_evidence's reference trimming (added in\nthe previous fix) filtered evidence.references down to only ids cited\nby a condition/yield/warning/example -- but a template-level\nreferences-only entry (a standalone citation with nothing else in the\nentry to cite it) has nothin\n[…]\nt a\nlarge dataset-derived example list); an entry with no examples --\nevery schema_version 1 entry, and any schema_version 2 entry that\ndoesn't use examples -- keeps its full reference list untouched.",
          "is_bot": false,
          "headline": "fix: preserve schema v1 reference-only evidence",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "465bd5b75873ed737a3c1ceecc9f4f21ccb9a739",
          "body": "Addresses three safety gaps in the substrate-specific evidence records\nadded in the previous commits:\n\n1. JSON/Python could not distinguish an exact-substrate match from a\n   same-template-different-substrate precedent, and every example on a\n   template was cloned onto every step using it (unbounde\n[…]\nma_version: 1` is unaffected.\n\nAlso corrects `match_example`'s doc comment: it was claiming\nstereochemistry-insensitive comparison without any stereo-specific\nnormalization actually being implemented.",
          "is_bot": false,
          "headline": "fix: resolve substrate evidence safely per route step",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e0a2f1928ba13143ecc8465c62d3b2641398ea9",
          "body": "Documents ReactionExample / schema_version 2 across CHANGELOG.md,\ndocs/guides/reaction-evidence.md, docs/api/python.md, and the README/\nREADME_ja Template Evidence Metadata section: the v1/v2 schema split,\ntemplate-level vs. substrate-specific example evidence, exact-substrate\nmatching (canonical target + order-independent precursor set), and the\nexisting reported-yield/warnings-absence/success_probability caveats\nextended to cover examples.",
          "is_bot": false,
          "headline": "docs: document substrate-specific evidence records",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1cd5e3fdfb76d7c63da97e73b899cb80db82dff",
          "body": "`--format explain` now surfaces curated evidence per step: rule-author\ndefault conditions labeled as such (never conflated with literature\ndata), up to 3 ReactionExample entries (exact-substrate matches first,\n\"... and N more template examples\" for the rest, each with its own\nsubstrate-specific warn\n[…]\n's described\n(doc comments, explain-output strengths/weaknesses text): it's a\ntemplate-frequency route ranking score, not a calibrated experimental\nsuccess probability. JSON field names are unchanged.",
          "is_bot": false,
          "headline": "feat: render evidence in route explanations",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d610f4459337f9b54e6a67bdf70b2656c761e421",
          "body": "Adds ReactionExample (schema_version 2+) to the metadata sidecar: a\nsingle curated \"this target, from these precursors, under these\nconditions, reportedly in this yield\" record, plus the ExampleMatch/\nmatch_example utility to classify an example against a step's exact\nsubstrate (canonical SMILES, order-independent precursor set).\n\nschema_version 1 sidecars are unaffected; examples are rejected under\nschema_version 1 and validated (id/reference/SMILES/scope/yield checks)\nunder schema_version 2.",
          "is_bot": false,
          "headline": "feat: add substrate-specific reaction evidence records",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-26T00:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e5038fd669f765985bf61c6256e618dc881da3b",
          "body": null,
          "is_bot": false,
          "headline": "chore: add authors field to Cargo.toml",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T22:37:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7214651b19839fd305bdbdbd12c734901816ee",
          "body": "[Unreleased] carried backward-compatible additions since 0.16.0 (stable\ntemplate_id, evidence metadata sidecar, `renkin template ids`, Python\ntemplates_path/template_metadata_path) -- a minor bump, not a patch.\n\nBumps Cargo.toml/Cargo.lock/pyproject.toml/CITATION.cff to 0.17.0, moves\nCHANGELOG's [Un\n[…]\n docs Cargo dependency snippets, docs API\nversion-string examples). docs/benchmark_ja.md's v0.16.0 mention is left\nuntouched -- it records which build measured that benchmark, not the\ncurrent version.",
          "is_bot": false,
          "headline": "chore: prepare v0.17.0 release",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T13:03:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e98831bb1041f712b9889d3b53031d0e401a6c5e",
          "body": "Both publish-npm and publish-crates swallowed real publish failures\n(|| echo / || true), so a bad token or registry error would leave\ngithub-release green while npm/crates.io silently stayed unpublished.\nSkip only on a confirmed already-published version; let any other\nfailure fail the job so github-release (which needs both) blocks too.",
          "is_bot": false,
          "headline": "fix(ci): fail release workflow on genuine npm/cargo publish errors",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T13:03:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85d7faf0f43db5ca170b6a1f6f02255289c5d3eb",
          "body": "Three real issues from a re-review, all verified against actual\nbehavior before fixing (not just doc-swapped):\n\n1. \"402 building blocks\" was documented as THE default for CLI/Python,\n   but ChemEnv::load(\"data/building_blocks.smi\") is a relative-path\n   lookup with a fallback to the compiled-in 152-\n[…]\nd to \"calibrated experimental success\nprobabilities\" so it doesn't read as contradicting the very real\n`success_probability` field (which remains a template-frequency\nsearch-ranking score, unchanged).",
          "is_bot": false,
          "headline": "docs: correct runtime stock and comparison claims",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24d55dad6b05be3f728253dbfc5b4df6c38a5c69",
          "body": "Reorders the first section of all three READMEs to what a first-time\nvisitor actually needs, in order: what RENKIN is, install, live\nplayground, a working example, current limitations, then a link to\nthe full benchmark page -- instead of leading with a two-paragraph\nbenchmark-correction notice befor\n[…]\nisting BibTeX block in README.md's\nCitation section.\n\nNot included here, by design: GitHub Topics is a repository setting,\nnot a file, so it's applied directly to the repo rather than through\nthis PR.",
          "is_bot": false,
          "headline": "docs: restructure README opening and add CITATION.cff",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b2612b186078c596d2adde58b93c1e5fc9455c23",
          "body": "Four new pages, each written to resolve one specific search intent\nrather than restate README/API-reference prose:\n\n- guides/python-retrosynthesis.md -- pip install, a CI-verified working\n  example, custom building blocks, extracted templates, the evidence\n  sidecar, the real JSON return shape (capt\n[…]\nver them.\n\nNo README changes, no new benchmark claims, no code changes -- scope\nis new discovery content only, kept separate from the fact/API fixes\nand page-metadata work in the previous two commits.",
          "is_bot": false,
          "headline": "docs: add retrosynthesis discovery guides",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4a4acd1fe9968000b93ffa4fe9dfb43306181b6a",
          "body": "Every docs page now has its own front-matter title/description instead\nof sharing the generic \"RENKIN\" title -- Google explicitly recommends\nunique, descriptive titles per page over a repeated boilerplate one.\nEach title targets one primary search intent (e.g. the Python API page\ntargets \"Python ret\n[…]\ne is\nstrictly page-metadata and social-preview generation, kept separate\nfrom the fact/API-correctness fixes (previous commit) and the new\ndiscovery-guide content (next commit) for independent review.",
          "is_bot": false,
          "headline": "docs: improve page metadata and social previews",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a0d377fe73cc3533e68af33ddc2efb663dd59a0",
          "body": "The public docs site was showing search visitors factually wrong\ninformation: 31 hand-crafted rules (actually 28), 509 building blocks\n(actually 402, verified live via canonicalized data/building_blocks.smi),\na non-existent renkin.version() function (it's the __version__ attribute),\nPython find_rout\n[…]\nage check.\n\nAll of this was added to ci.yml (pull_request-triggered), not docs.yml\n(push-to-master only, since it's the GitHub Pages deploy workflow) --\ndocs.yml can't catch a regression before merge.",
          "is_bot": false,
          "headline": "docs: fix stale metrics and incorrect API examples",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T12:46:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3e924768de2a94763f5e57c6e1ad2632c80f4196",
          "body": "Bumps [chematic](https://github.com/kent-tokyo/chematic) from 0.4.30 to 0.6.0.\n- [Release notes](https://github.com/kent-tokyo/chematic/releases)\n- [Changelog](https://github.com/kent-tokyo/chematic/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/kent-tokyo/chematic/compare/v0.4.30...v0.6.0)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump chematic from 0.4.30 to 0.6.0 (#45)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T08:24:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a79ad9eafaafc79159a8ebd33046a2f83230af68",
          "body": "Wire the template-ID/evidence infrastructure from the previous commit\ninto user-facing surfaces:\n\n- `--template-metadata <path>` CLI flag: loads and validates a sidecar\n  before search starts (malformed metadata is a hard error; a\n  template_id with no matching rule is a warning, not a failure).\n- `\n[…]\nchanged\nmaster after stashing this work -- no new clippy violations were\nintroduced by either commit in this change; the existing lints are\nleft unfixed here since they're outside this change's scope.",
          "is_bot": false,
          "headline": "feat: expose template evidence through CLI and Python",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T08:00:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "00945c46f90234638e16f1fd22e57348467d31e0",
          "body": "Add a hash-based stable identity for every RetroRule/ReactionStep --\n`rule:<name>` for hand-crafted rules, `smirks-sha256:<hex>` for\nextracted templates -- independent of file order, position, or count\n(extracted_{i} remains as a display-only name). Extend evidence.rs\nwith the full evidence vocabula\n[…]\ndded\ntemplate_id clone in the hot loop).\n\nAddresses the identification/evidence-storage portion of #41;\nsuccess-rate/yield prediction and automatic literature retrieval\nremain explicitly out of scope.",
          "is_bot": false,
          "headline": "feat: add stable template IDs and evidence metadata",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-25T08:00:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "85b81fe79255d80f78d1756060aca373a9ed74e5",
          "body": "Bumps [serde_json](https://github.com/serde-rs/json) from 1.0.150 to 1.0.151.\n- [Release notes](https://github.com/serde-rs/json/releases)\n- [Commits](https://github.com/serde-rs/json/compare/v1.0.150...v1.0.151)\n\n---\nupdated-dependencies:\n- dependency-name: serde_json\n  dependency-version: 1.0.151\n\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump serde_json from 1.0.150 to 1.0.151 (#46)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:52:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df550787214de3a3970c5a2eeec56bad89f43c7f",
          "body": "Bumps [anyhow](https://github.com/dtolnay/anyhow) from 1.0.103 to 1.0.104.\n- [Release notes](https://github.com/dtolnay/anyhow/releases)\n- [Commits](https://github.com/dtolnay/anyhow/compare/1.0.103...1.0.104)\n\n---\nupdated-dependencies:\n- dependency-name: anyhow\n  dependency-version: 1.0.104\n  depen\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump anyhow from 1.0.103 to 1.0.104 (#44)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:51:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d6dca64355f76ff1ccb19ba98a3754309716247f",
          "body": "Bumps [serde](https://github.com/serde-rs/serde) from 1.0.228 to 1.0.229.\n- [Release notes](https://github.com/serde-rs/serde/releases)\n- [Commits](https://github.com/serde-rs/serde/compare/v1.0.228...v1.0.229)\n\n---\nupdated-dependencies:\n- dependency-name: serde\n  dependency-version: 1.0.229\n  depen\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump serde from 1.0.228 to 1.0.229 (#43)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:51:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e31d8621ae37a3cd595360ca98a3aaea888cfd02",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\nf-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: kent-tokyo <36805997+kent-tokyo@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-python from 6 to 7 (#42)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T07:50:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ddbbc781e153a7c0e03d78daebc3534255ef192c",
          "body": "Drops the 9-badge \"Pure Rust / unsafe forbidden / WASM / PyO3 / MCP /\ntemplates / building blocks / USPTO-50k / ChEMBL\" row -- every fact in\nit is already stated in prose elsewhere (Key Features table, tagline,\nWhy-RENKIN table, or the benchmark-status warning notice), so it was\npure visual duplication. CI/Docs status badges and the package\nregistry row (Crates.io/docs.rs/PyPI/npm/License) are unchanged.",
          "is_bot": false,
          "headline": "docs: trim decorative badge row from README (all languages)",
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          "committed_at": "2026-07-25T07:45:30Z",
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          "body": "Cross-links README.md and README_ja.md to the new translation.",
          "is_bot": false,
          "headline": "docs: add README_zh.md (Simplified Chinese translation)",
          "author_name": "renkin-dev",
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          "oid": "1ae1393c0b81b76b21e23c67c18c656c602da7b8",
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          "is_bot": false,
          "headline": "release: bump to v0.16.0",
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          "committed_at": "2026-07-25T01:03:25Z",
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        {
          "oid": "0a9484011fa5b4b7cf0e1c4f10be6e42169d1dae",
          "body": "Local dev-log scratch file, same category as the rest of tasks/*\nthat .gitignore already excludes for new files.",
          "is_bot": false,
          "headline": "chore: stop tracking tasks/lessons.md",
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          "author_login": null,
          "committed_at": "2026-07-25T01:03:19Z",
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        {
          "oid": "b19d0feee7cbbbd9d6718a4afba1cf197fc2bed0",
          "body": "…#48)\n\n* feat(bench): bottleneck decomposition tooling + fixed screening corpora\n\nPhase 32 (tasks/phase32_matched_condition_goal.md) merge-order steps 2 and\n4, built directly from the already-measured Phase 31 corrected baseline\n(data/bench_chunks_phase31_final_e20dc8c) so no candidate arm needs a\nr\n[…]\nthe three _for_rule match functions (unrelated to this change,\nnot consolidated here), and the extracted-template loader format.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(search): tag step metadata provenance (handcrafted vs unknown) (…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-25T00:13:22Z",
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          "oid": "77a330b455c4246509f514e1e3eac6caaad0b568",
          "body": "* feat(search): rank templates per-node instead of once at the root\n\nPhase 32 Track D (tasks/phase32_matched_condition_goal.md): the NN template\nscorer used to rank rules ONCE against the root target molecule and reuse\nthat ranking for every deeper intermediate encountered during the whole A*\nsearch\n[…]\ns the actual\nmeasurement tool used to produce the top-K recall numbers cited in this\nPR's description, kept for reproducibility.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(search): rank templates per-node instead of once at the root (#47)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-24T22:29:48Z",
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        },
        {
          "oid": "7165885c9bdcb2332fafb64d70f752e497f96a5e",
          "body": "…ng runner\n\nThe 600s hard timeout was unreliable under --parallel > 1: renkin-bench\ndefaults to one rayon worker thread per logical core, so N concurrent\nchildren each grabbing all 10 cores massively oversubscribed the machine.\nIn a real 500-target run this starved the orchestrator's own Python\nthre\n[…]\nhe\nactual search, not just delayed timeout detection, so the fix also\ncorrects the underlying latency measurements the timeout policy is\nsupposed to be bounding, not only the timeout guarantee itself.",
          "is_bot": false,
          "headline": "fix(bench): cap RAYON_NUM_THREADS per child in the per-target screeni…",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-07-23T15:55:07Z",
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        },
        {
          "oid": "bae1f8cc4c29a7a0c09b1ea8dd164575604ab8be",
          "body": "…subprocess (#40)\n\n* perf(bench): per-target screening runner with hard timeout, isolated subprocess\n\nPhase 32 (tasks/phase32_matched_condition_goal.md): a 100-target-per-process\nsharded screening run hit a real pathological case -- one target (Screening-500\nrow 324, a large TIPS-protected macrolide\n[…]\nthe sum), one hit the 600s hard timeout and was killed cleanly while\nits three siblings kept running and finished independently.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "perf(bench): per-target screening runner with hard timeout, isolated …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-23T10:48:44Z",
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        {
          "oid": "cbcc281ed54dce196531c7f94f5f0964dccd1363",
          "body": "…egatives (#39)\n\n* fix(validation): VF2 structural fallback for canonical-SMILES false negatives\n\nTrack F (fix/validator-fidelity) gold-set audit of Phase 31's open finding\n(83% of Invalid-classified steps were atom-balanced but failed the\nreverse-SMIRKS reproduction check) found the dominant cause:\n[…]\ntion.\n\nResult: 202/202 flips are RDKit-confirmed genuine same-molecule matches,\n0 potential over-matches found in this gold set.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(validation): VF2 structural fallback for canonical-SMILES false n…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T08:09:44Z",
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        },
        {
          "oid": "4fb2e5467e788c05a9594cd242c0bf9da953ce74",
          "body": "…(E2) (#38)\n\nfind_routes' closed set (FxHashSet<u64> keyed by state_hash) is a boolean\nvisited check with no stored g, so it never reopens a state on a lower-cost\nre-arrival. Adds a deterministic find_routes-level repro: an injected\nReactionPrior/MoleculeValueEstimator forces a worse path (g~1.09) t\n[…]\ne-existing chem_env.rs/\npython.rs clippy findings confirmed unrelated via empty\n`git diff origin/master -- src/chem_env.rs src/python.rs`).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "test(search): prove closed-set drops a better path on inconsistent h …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T07:49:51Z",
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        },
        {
          "oid": "f6758f075f20711620f8e898d02db59873fae6d0",
          "body": "Every USPTO-50k target has name == \"UNK\" (verified: every data row in\ndata/uspto50k_test.smi), so keying the before/after solved-state map on\nname collapsed all targets into one bucket and silently discarded\nper-target deltas — found during the Phase 31 PR #32 harness audit\n(12 real regressions in a\n[…]\n/ 0 regressed; the\nfixed binary correctly reports both. Added 4 unit tests pinning this\nplus duplicate-key and mismatch-detection behavior.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(bench): key renkin-bench compare on smiles+index, not name (#37)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T07:40:47Z",
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        },
        {
          "oid": "568cc67efc5f4d8069dbe9ba4c2769ca495e5ebf",
          "body": "master's chematic version has advanced past what backed the Phase 31\ncorrected-baseline measurement (commit e20dc8c, chematic 0.4.25).\nInvestigated before merging PR #24: only one existing test broke, on\na hardcoded canonical-SMILES string format (not a semantics change --\nconfirmed self-consistent \n[…]\netting the published numbers\nsilently drift out of sync with what master's dependency versions\nactually are -- no re-measurement performed.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: note chematic 0.4.25->0.4.30 version delta in provenance doc (#36)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T05:50:22Z",
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        {
          "oid": "aa9f472acda62d4189dc46a74c9174ff4ad0e4e3",
          "body": "* chore(deps): bump chematic from 0.4.25 to 0.4.30\n\nBumps [chematic](https://github.com/kent-tokyo/chematic) from 0.4.25 to 0.4.30.\n- [Release notes](https://github.com/kent-tokyo/chematic/releases)\n- [Changelog](https://github.com/kent-tokyo/chematic/blob/main/CHANGELOG.md)\n- [Commits](https://gith\n[…]\n---\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": true,
          "headline": "chore(deps): bump chematic from 0.4.25 to 0.4.30 (#24)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:43:59Z",
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        },
        {
          "oid": "61702a2bd3ad61412146a54601ca77ce2a733fc8",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 4 to 7.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/v4...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-node\n  dependency-version: '\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/setup-node from 4 to 7 (#23)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:24:14Z",
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        },
        {
          "oid": "6b704e29e668db8487707dd94efcc20ecd4c0926",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4 to 6.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependenc\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/cache from 4 to 6 (#18)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:24:08Z",
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          "is_coding_agent": false
        },
        {
          "oid": "b9112faa9ad7c9ebab77c279e206d65de6967dd2",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4 to 7.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/v4...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/upload-artifac\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/upload-artifact from 4 to 7 (#16)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:24:02Z",
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        {
          "oid": "6da3ac380e2d672a2dedfba5d162c794e6993532",
          "body": "Bumps [tract-onnx](https://github.com/snipsco/tract) from 0.23.3 to 0.23.4.\n- [Release notes](https://github.com/snipsco/tract/releases)\n- [Changelog](https://github.com/sonos/tract/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/snipsco/tract/compare/v0.23.3...v0.23.4)\n\n---\nupdated-dependenc\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump tract-onnx from 0.23.3 to 0.23.4 (#21)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:23:56Z",
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        },
        {
          "oid": "6b5d02c1c6a72ea1c4cc079dffe2e75de0da8e4e",
          "body": "Bumps [rustc-hash](https://github.com/rust-lang/rustc-hash) from 2.1.2 to 2.1.3.\n- [Changelog](https://github.com/rust-lang/rustc-hash/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/rust-lang/rustc-hash/compare/v2.1.2...v2.1.3)\n\n---\nupdated-dependencies:\n- dependency-name: rustc-hash\n  depen\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump rustc-hash from 2.1.2 to 2.1.3 (#20)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T05:23:50Z",
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        },
        {
          "oid": "abfe7ea3aeaad15b8a11ac8328a50789e2c201b4",
          "body": "…2 (#35)\n\nPhase 31's own final state was left stale on master: the heading still\nread \"in progress\" and 31.9/31.11/31.12 were unchecked even though\nPR #34 (31.9), PR #31 (31.11), and PR #33 (31.12's provenance-binding\nhalf) had all already merged. The exact class of record-integrity gap\nPhase 31 was\n[…]\ne 31's own section reads as closed instead of accumulating\nunrelated follow-up work.\n\nNo code or published numbers changed -- todo.md only.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: close out Phase 31 in todo.md, split residual work into Phase 3…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T04:33:39Z",
          "body_truncated": true,
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        },
        {
          "oid": "96d74d37d51590808ebb473e21a586fb8b37ab0a",
          "body": "* fix: gitignore negation for tasks/ provenance docs was non-functional\n\n`tasks/` (trailing slash) excludes the directory itself, and git cannot\nre-include a file whose parent directory is excluded -- the\n!tasks/phase31_corrected_baseline_run.md exception added in #30 never\nactually applied (git add\n[…]\n fixed here: doing so would\nmean editing the measured binary's source, out of scope for a\ndocs-only PR per explicit instruction.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: publish Phase 31 corrected USPTO-50k Stage 1 baseline (#34)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-22T04:14:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e20dc8ccca6cac10484dd20b3191a2cbfafefb93",
          "body": "…ing rule (31.12) (#33)\n\nvalidate_step's SMIRKS-reversal check (smirks_reproduces) tried every\nrule with a non-empty SMIRKS and returned Valid if *any* of them\nreversed-matched the target, not just the rule the step actually\nclaims to have used (step.rule). An unrelated rule's coincidental\nreverse-m\n[…]\nothing outside validate_step relies on\nits old semantics — checked src/bin/{benchmark,mcp}.rs and\ncrates/renkin-forward, neither calls it).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: bind step validation to the originating rule, not any corroborat…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T23:14:00Z",
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        },
        {
          "oid": "ba994f90b6093070fdd84de97a7455d1b186c087",
          "body": "…ity (#32)\n\nThe Phase 31 corrected-baseline run-doc claims the 4,907-target headline\nnumbers were \"aggregated directly from all per-target results[] records\"\nbut no script existed anywhere in the repo that actually does this —\nonly the ad hoc per-chunk progress counters in run_benchmark_chunks.sh\n(w\n[…]\nhe population (all targets, not solved-only) and the\npercentile method (linear interpolation) the run-doc used but didn't\nstate explicitly.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "test(bench): add aggregate_bench_results.py — Phase 31 harness integr…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T23:06:13Z",
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        },
        {
          "oid": "4f47ede394e7256c00c58303e54ab39cbfcc91c3",
          "body": "* fix: remove atom-loss halide retro rules from default_rules() (31.11)\n\naryl_chloride_retro (\"[c:1][Cl]>>[c:1]\"), aryl_iodide_retro\n(\"[c:1][I]>>[c:1]\"), and aryl_fluoride_snAr_retro (\"[c:1][F]>>[c:1]\")\neach deleted a halogen atom from the product with no tracked precursor\naccounting for where it we\n[…]\ntentionally\nsingle-fragment rule (no longer true - it's removed) to point at\nboc_deprotection_retro instead, which still is one.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix(chem): resolve atom-loss halide retro rules (31.11) (#31)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T22:59:52Z",
          "body_truncated": true,
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        },
        {
          "oid": "548972e0d4af7b4d86a3e698fee93e583db1e53f",
          "body": "…es (#30)\n\n* feat: add examples/inspect_validation for per-step validation inspection\n\nrenkin-bench's --plausibility output only exposes route-level rollup\n(route_validation_status) — no way to see which specific rule caused\nan Invalid verdict, or whether the step was atom-balanced. Needed this\nwhil\n[…]\nidated 78.0% row reworded to stop reading as an endorsement of\n  current validity, consistent with the notice directly above it.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat: add examples/inspect_validation + Phase 31 record-integrity fix…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-21T13:55:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "007abcfde36f0272410892fcab89675bf0cb27da",
          "body": "… (#28)\n\n* feat(bench): --plausibility passthrough + N-way parallel shard runner\n\nrun_benchmark_chunks.sh: add an optional 8th arg to pass --plausibility\nthrough to renkin-bench (atom-balance + forward validation), needed to\nreproduce strict_validated_solved_rate / validation_coverage /\nevaluable_va\n[…]\nocks arg,\nsilently measuring against the wrong (smaller) stock. Caught before the\nreal 4,907-target run got past its first ~90s.\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "feat(bench): --plausibility passthrough + N-way parallel shard runner…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T12:01:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "05d90e652a62c8a7e1e49eaf302431595046944f",
          "body": "… start (#29)\n\nPR #25 and #26 (the forward-validation and aryl_carboxylation_retro fixes)\nare now merged into master at 35f26cb, not just landed as open branches.\nThe full corrected USPTO-50k re-benchmark also actually started 2026-07-20,\nsuperseding the earlier \"currently running\" claim that was aspirational\nwhen first written. The invalidation warning, n=200 findings, and\npercentage tables are untouched.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "docs: sync benchmark notice status with merged fixes and re-benchmark…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T11:51:11Z",
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        },
        {
          "oid": "35f26cb3db09204d0cffedfec362a3700f16f3b6",
          "body": "Transitive via rayon -> rayon-core -> crossbeam-deque. Invalid pointer\ndereference in fmt::Pointer for Atomic/Shared when the underlying\npointer is invalid/null; not exercised by renkin's usage, but cargo-audit\nflags it as a hard vulnerability (unlike memmap2's separate informational\n'unsound' warning, which stays as-is). No direct Cargo.toml pin needed.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "chore: bump crossbeam-epoch 0.9.18 -> 0.9.20 (RUSTSEC-2026-0204) (#27)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:44:50Z",
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          "is_coding_agent": false
        },
        {
          "oid": "94b9501830c954994797852422b717634b64b3f1",
          "body": "* fix: restrict aryl_carboxylation_retro to free carboxylic acids\n\nThe retro SMIRKS \"[c:1][C:2](=O)O>>[c:1].[C:2](=O)O\" matched any\nAr-C(=O)-O-X substructure, not just free Ar-COOH: the trailing O had\nno H-count constraint, so it also matched ester oxygens (Ar-C(=O)-O-R).\nWhen it fired on an ester, \n[…]\nfinished);\nthis only reflects how far the correction work has gotten.\n\n* docs: mark Phase 31 re-measurement paused for the night\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: restrict aryl_carboxylation_retro to free carboxylic acids (#26)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:34:51Z",
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          "is_coding_agent": false
        },
        {
          "oid": "fab67fc35c91052d77d002531ffa421016996ca0",
          "body": "* refactor: centralize shared validation helpers\n\nstep_balanced/route_balanced/route_forward_validated were duplicated\nbetween renkin-bench and renkin-mcp. Move them into a shared\nsrc/validation module (atom_conservation.rs, forward.rs) with no\nbehavior change — verified by diffing renkin-bench JSON\n[…]\ne refactor\n- graph-rule dispatch confirmed reachable through validate_step, not\n  just graph_rules::validate_graph_step directly\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>",
          "is_bot": false,
          "headline": "fix: three-valued forward validation for graph-based retro rules (#25)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-07-20T09:30:53Z",
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        },
        {
          "oid": "61e0c207cdca93f69104ee78d9c6202c0a6c2ff6",
          "body": "…corpus\n\nPR10 feat/graph-sulfonamide-cleavage:\n- Add sulfonamide_cleavage_graph(): Ar-SO2-NHR → Ar-SO2Cl + H2NR\n  cuts S-N where S is a sulfonyl (two =O); bridge-bond split avoids BFS-leakage\n- Replace sulfonamide_retro SMIRKS with empty-smirks graph dispatch\n- Tests: aryl sulfonamide fires + parses\n[…]\nd_cases/uspto_unsolved.smi — 1,081 unsolved targets (phaseB baseline)\n  for fast regression measurement of future graph rules / search changes\n\n71 → 71+2 tests pass; cargo clippy -- -D warnings clean.",
          "is_bot": false,
          "headline": "feat: graph sulfonamide cleavage, cascade quality metrics, hard-case …",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T10:32:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3161805e0b40900791e14f2358a4e74c0057573d",
          "body": "…p cleanup\n\nPR4 search/top-templates-filter:\n- Add top_templates_by_weight() helper in chem_env.rs (sort by weight desc,\n  truncate); hand-crafted rules loaded separately are never truncated\n- Wire --top-templates N into renkin (main.rs) and renkin-bench\n- Add top_templates field to cascade StageCon\n[…]\ncross README, README_ja,\n  badges, and benchmark table (was inconsistently 78.1%/3,831)\n- Add cascade 95.9% (4,705/4,907) row to benchmark tables\n\nAll 69 tests pass; cargo clippy -- -D warnings clean.",
          "is_bot": false,
          "headline": "feat: --top-templates filter, raw/validated/practical metrics, roadma…",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T09:43:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0303ec41c5f953e5379661273e58129939c7c96d",
          "body": "PR1 bench/cascade-search:\n- Add `renkin-bench cascade --input <smi> --stage <cfg.json> [...]`\n  subcommand; each stage runs only unsolved targets from the previous\n  stage (only_unsolved_from_previous); output JSON shows newly_solved\n  and cumulative_solved per stage + final raw_solved_rate\n- Add co\n[…]\nSMIRKS rule with empty-smirks graph dispatch\n- Update ester_cleavage_fires_on_aspirin test; add two new tests:\n  ester_cleavage_skips_free_acid, ester_cleavage_ethyl_benzoate\n- 67 → 69 tests, all pass",
          "is_bot": false,
          "headline": "feat: cascade subcommand, retro cache stats, graph ester cleavage",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T09:03:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5016d1817086b0dcb11ce953d411eb3d3d572bdc",
          "body": "…docs\n\n- Cargo.lock: chematic updated to 0.4.25 (all 67 tests pass)\n  - 0.4.23: LogP fix (not used by RENKIN)\n  - E/Z transfer/create still pending (filed chematic#50)\n- docs/benchmark.md: add cascade stage 2 result (4,705/4,907 = 95.9%)\n  to progress history table; update failure taxonomy key finding",
          "is_bot": false,
          "headline": "chore: bump chematic 0.4.22 → 0.4.25; add cascade 95.9% to benchmark …",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T07:25:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "feb6bf8e8908996e531b71ba8e647acee1665d19",
          "body": "…iagram",
          "is_bot": false,
          "headline": "docs(ja): remove stale '(開発予定)' from renkin-forward in architecture d…",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T04:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4dc5e07e959a9f1d126412fd7fda2ef1bd05b8b6",
          "body": "- pyproject.toml: bump 0.15.4 → 0.15.5 (sync with Cargo.toml)\n- README.md: remove stale \"(planned)\" from renkin-forward in architecture diagram\n- docs/index.md: update rule count (20 → 31 + ~5k extracted), add failure\n  taxonomy / cascade / quietset to Key Features, expand Reaction Rules section\n- d\n[…]\ner.rs: remove with_input_fact (dynamic batch conflict fix)\n- scripts/run_benchmark_chunks.sh: fix jq multiline output bug (| head -1);\n  add || true guard so crashes skip instead of killing the script",
          "is_bot": false,
          "headline": "docs: sync docs/benchmark/version to v0.15.5 state; add failure taxonomy",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-29T04:31:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f09d4d498c7cb4f3b9960f922a195eb48c2c550",
          "body": "- Remove 74 duplicate SMILES entries (523 → 449 unique BBs)\n- Add 12 heteroaryl sulfonyl chlorides: pyridine-2/3/4, pyrimidine-2,\n  thiophene-2, quinoline-8, trifluoromethanesulfonyl, 4-(CF3)benzene,\n  3,5-bis(CF3)benzene, 2-naphthalenesulfonyl, 2-aminothiazole-5\n- Add 3 sulfonamide synthons: benzenesulfonamide, 4-Cl variant, methanesulfonamide\n- chunk_aa delta: 0 pp (unsolved sulfonamides in that set need depth>5);\n  improvement expected on full bench for simpler sulfonamide targets",
          "is_bot": false,
          "headline": "data: dedup building_blocks.smi and add heteroaryl sulfonyl chlorides",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T04:46:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c606e13a20df158e49175dc2bb559c721e628d1e",
          "body": null,
          "is_bot": false,
          "headline": "release: bump to v0.15.5",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T03:31:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "874112705326736cee029479ec6e4f10458c4dbd",
          "body": "- renkin-bench --quietset-out <file>: export observations as quietset-compatible JSONL\n  (sample_id, label, score, evaluator_id, budget, seed) for stability filtering across configs\n- renkin-bench --evaluator-id <id>: override auto-generated evaluator name\n- renkin-bench compare <baseline.json> <cur\n[…]\nset score/filter automatically\n- MCP diagnose_failure tool: analyse SearchStats to explain why no route was found\n  and return actionable suggestions (depth, beam width, template coverage, stock hits)",
          "is_bot": false,
          "headline": "feat: quietset integration, bench compare, and diagnose_failure MCP tool",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-28T03:27:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a20760514d517a86fe65daedf3301882c4c1292c",
          "body": "Add Pareto search, constraint DSL, explain/compare/pareto formats,\nstock/template subcommands, renkin-doctor, renkin-kg, failure diagnostics,\n--plausibility, and MCP 6-tool table. Fix roadmap checked items.",
          "is_bot": false,
          "headline": "docs: sync README to latest features (PR #9–#15)",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-27T08:23:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dba2f42c15e7080d7be69c87fe579fbb5ad1d66b",
          "body": "Remove Release, Security Audit, Downloads badges; fix README_ja citation to v0.15.4.",
          "is_bot": false,
          "headline": "docs: trim badge clutter from README (EN/JA)",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-27T08:02:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9af07da066e492a6c0b3f9d054c04d5e4103aa89",
          "body": "…plain/coverage) (#15)\n\nAdds `renkin template <cmd>` subcommand for template quality inspection:\n\n  stats    <file.smi>         count, frequency distribution (min/p25/median/p95/max),\n                               SMIRKS length stats, valid/invalid count\n  validate <file.smi>         check each SMI\n[…]\ns search logic).\n\nResearch backing: TempRe (2025), MHNpath (2025), SynRXN (2026).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: template quality tools (renkin template stats/validate/dedup/ex…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T07:21:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1c533b5618e81b934976a25a4d5f94ba5c82e7be",
          "body": "Adds opt-in plausibility metrics to renkin-bench:\n\n  --plausibility  runs forward validation on each best route\n\nNew BenchReport fields:\n  pct_forward_validated      — forward validation pass rate (opt-in)\n  pct_low_template_confidence — routes with any step_confidence < 0.1\n  plausibility_score    \n[…]\nSingle-Step Retrosynthesis Benchmarks\"\n(2026), CompleteRXN (2026), SynRXN (2026).\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: benchmark plausibility report (--plausibility flag) (#14)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T06:56:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8eac72d6aa3b63d1d04a36dbfb77b741fd6a0315",
          "body": "…ool) (#13)\n\nAdds a JSON constraint file interface for prompt-conditioned synthesis\nplanning (Project Ariadne pattern). LLM translates natural language to\nJSON; RENKIN executes as the constraint-aware planner.\n\n--constraints constraints.json supports:\n  avoid_elements, require_elements → SearchConfi\n[…]\nine constraint params.\n\nResearch backing: Project Ariadne (2026-06), LARC, MMORF.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: constraint DSL (--constraints JSON, plan_with_constraints MCP t…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T04:41:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ecb2434e8529b4f7ec6f74e015d716c816564cc",
          "body": "…to_routes MCP) (#12)\n\nAdds Pareto-front filtering as a post-processing step over Vec<Route>.\nNo changes to the search algorithm — pure O(n²) dominance check on\nexisting route fields (route_cost, success_probability, steps, depth,\nconfidence, convergency, atom_economy).\n\nCLI: --format pareto [--obje\n[…]\nt on one objective.\n\nResearch backing: MORetro* (2026-05), MMORF (2026-04), LARC.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Pareto multi-objective route search (--format pareto, find_pare…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:47:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "64ed8ab5a634dea27d0a0276c1580e2905b26a70",
          "body": "…elements (#11)\n\nEach route card now shows a metrics bar: score, confidence, success_probability,\nroute_cost, convergency (color-coded green/yellow/red). Copy buttons per card:\nJSON, CLI, Mermaid, Python snippet. Avoid/require elements inputs wired to\nthe WASM search call (falls back to 4-arg if WAS\n[…]\nhem).\nMermaid export generated client-side to mirror format_route_mermaid output.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: playground v2 — route metrics bar, copy buttons, avoid/require …",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:31:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0c23b382ede5c3969200f4979d8de5c4393c58df",
          "body": "…ute MCP tool (#10)\n\n--format explain: human-readable route explanation (strengths/weaknesses\nderived from confidence, success_probability, atom_economy, reaction_family).\n--format compare / compare-json: side-by-side route comparison table.\nrenkin stock stats|validate|coverage: stock CSV management\n[…]\nrom stock CSV.\nexplain_route MCP tool: same explanation logic via the MCP server.\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: route explain/compare formats, stock subcommand, and explain_ro…",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T03:17:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f0e48118060c32feef18bbf8ef8c045af8bd7c93",
          "body": "* tasks: update todo.md (Phase 28/29) and lessons.md (L20-L23)\n\n- todo.md: add Phase 28 (OSS hardening, all done) and Phase 29 (roadmap)\n- lessons.md: add L20 (release pre-gate), L21 (branch protection names),\n  L22 (PyPI retry), L23 (version CI check)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@ant\n[…]\n via serde.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: renkin-dev <renkin-dev@users.noreply.local>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: renkin-doctor, renkin-kg, failure diagnostics (v0.16.0 prep) (#9)",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-27T02:44:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4be9aaf92749d24af485a36e3a8410400c74da84",
          "body": "feat: renkin-doctor diagnostic command",
          "is_bot": false,
          "headline": "Merge pull request #8 from kent-tokyo/feat/renkin-doctor",
          "author_name": "kent-tokyo",
          "author_login": "kent-tokyo",
          "committed_at": "2026-06-26T23:53:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0b5dbc6c446751b5692807bfbbd577a5e81e113",
          "body": "Checks: version, templates file, building blocks count, renkin-forward/mcp\nbinaries, WASM package, Python bindings. Reports status without crashing\non missing components.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add renkin-doctor diagnostic command",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:52:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "33413a474529ba057e04d5206504cb16eb8a383c",
          "body": "- Fix stale version strings: docs/index.md, docs/getting_started/installation.md,\n  docs/benchmark.md, docs/api/wasm.md, README.md Citation (all → 0.15.4)\n- ci.yml: add version-check job (greps docs/ and README citation vs Cargo.toml)\n- .github/pull_request_template.md: checklist with version sync reminder\n- CONTRIBUTING.md: branch naming conventions\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: version sync + CI check + PR template + branch conventions",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:39:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "724a6061b4bb1b2d3ea9c6f7b351b449cac02b56",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add crates.io total downloads badge",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:25:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "59ee62a08fa5c445a855d633cc7adbd2a8ba34ba",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump to v0.15.4",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T23:04:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0658eecbbb34aeb1f170437ba4582b1bc44f5b70",
          "body": "sleep 60 + single attempt fails when PyPI propagation is slow (1-5 min).\nNow retries every 60s for up to 5 minutes before giving up.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: retry PyPI install up to 5 times in smoke test",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:59:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "280ed60c4085cc66a8f267c9a217e6935e5590f7",
          "body": "Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: left-align badge rows in README",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:51:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "988b9004a9d7dd75483c7772b50bf109e997852a",
          "body": "Builds the Python wheel and checks all exposed APIs on every push to master,\nso a broken Python binding is caught before tagging — not after PyPI publish.\n\nChecks: __version__, find_routes, predict_forward, validate_forward callable,\nand find_routes returns a non-empty result on a simple SMILES input.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: add Python smoke job as pre-release gate",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:51:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "53437d8e6b6114f3a770ff258b8c379a6d5e9cf0",
          "body": "version() was never a Python API function; __version__ is the correct\nattribute (exposed in src/python.rs via m.add(\"__version__\", ...)).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: smoke test uses renkin.__version__ not renkin.version()",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:48:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "410ac11c6074a20c14c0906c30b2d515186360ea",
          "body": "- Replace inline badge row with 3 centered rows (status / distribution / features)\n- Add docs.rs, Python versions, Security Audit, PyO3, MCP, benchmark badges\n- Move Colab badge to Quick Start section end\n- Add Why RENKIN? / RENKIN を選ぶ理由 table before Installation\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: 3-row badge layout + Why RENKIN? section",
          "author_name": "renkin-dev",
          "author_login": null,
          "committed_at": "2026-06-26T22:45:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0d43cefb039a717b0129e287203799e86e3ce0a6",
          "body": "- Remove codeql.yml: conflicts with GitHub Default setup (can't have both)\n- security-audit.yml: add checks: write so rustsec/audit-check can post annotations\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
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          "is_bot": false,
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          "headline": "Merge pull request #7 from kent-tokyo/dependabot/cargo/anyhow-1.0.103",
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          "headline": "Merge pull request #5 from kent-tokyo/dependabot/github_actions/actio…",
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          "headline": "Merge pull request #4 from kent-tokyo/dependabot/github_actions/actio…",
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          "headline": "Merge pull request #3 from kent-tokyo/dependabot/github_actions/actio…",
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          "headline": "Merge pull request #2 from kent-tokyo/dependabot/github_actions/actio…",
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          "headline": "Merge pull request #1 from kent-tokyo/dependabot/github_actions/actio…",
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          "body": "- SECURITY.md: private vulnerability reporting policy (GitHub Security policy enabled)\n- .github/dependabot.yml: weekly updates for Cargo, npm, pip, GitHub Actions\n- deny.toml: cargo-deny advisories config (RustSec DB)\n- .github/workflows/security-audit.yml: rustsec/audit-check on push/PR/weekly\n- .\n[…]\nush/PR/weekly\n- CONTRIBUTING.md: Security section pointing to SECURITY.md\n- README/README_ja: Security section with link to private reporting\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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        "merged_prs": 49,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 1,
        "closed_unmerged_prs": 3
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "kent-tokyo",
          "commits": 34,
          "avatar_url": "https://avatars.githubusercontent.com/u/36805997?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "ci.yml",
        "docs.yml",
        "release.yml",
        "security-audit.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/14 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "069c745069db3dc4186bfa5e351a2e4c610a887c",
        "ran_at": "2026-07-26T00:54:16Z",
        "aggregate_score": 6.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-26T00:53:46Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-26T00:49:28Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/kent-tokyo/renkin",
    "host": "github.com",
    "name": "renkin",
    "owner": "kent-tokyo"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 61,
      "inputs": {
        "security": 73,
        "vitality": 74,
        "community": 43,
        "governance": 56,
        "engineering": 60
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 74,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "commits_last_year": 214,
              "human_commit_share": 0.82,
              "days_since_last_push": 0,
              "active_weeks_last_year": 4
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "4/52 weeks with commits",
                "points": 2.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 4
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "214 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 214
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 5,
              "latest_release_tag": "v0.17.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 7.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "5 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 5
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~7.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 7.3
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "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": 43,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 2,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "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": 63,
            "inputs": {
              "packages": [
                "renkin",
                "renkin"
              ],
              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 285,
              "monthly_downloads": 6130
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "6,130 downloads/month across crates, pypi",
                "points": 50.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 6130,
                      "ecosystems": "crates, 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": 56,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "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 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 49,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 3
            },
            "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": "49/52 decided PRs merged",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 49,
                      "decided": 52
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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": 49,
            "inputs": {
              "followers": 7,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "kent-tokyo",
              "public_repos": 29,
              "account_age_days": 3072
            },
            "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": "7 followers of kent-tokyo",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "kent-tokyo"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "29 public repos, account ~8 yr old",
                "points": 22.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 29
                    }
                  },
                  {
                    "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": [
                "renkin",
                "renkin"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 60,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "cheminformatics",
                "drug-discovery",
                "retrosynthesis",
                "rust",
                "computational-chemistry",
                "computer-aided-synthesis-planning",
                "medicinal-chemistry",
                "python",
                "synthesis-planning",
                "webassembly",
                "reaction-planning"
              ],
              "has_wiki": true,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.6
            },
            "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": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 163 resolved dependencies against OSV; 5 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": 163
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 163,
              "unassessed_packages": 5,
              "affected_by_severity": "unknown 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": 163,
              "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": 53,
        "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": "82 of 82 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 82,
                      "sampled": 82
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.23,
              "toolchain_manifests": [
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                "crates/renkin-forward/Cargo.toml",
                "crates/renkin-kg/Cargo.toml"
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              "dependency_bot_commit_share": 0.18
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml, crates/renkin-forward/Cargo.toml, crates/renkin-kg/Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
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                    "code": "toolchain_convention",
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                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "23 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 23,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "18 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 18,
                      "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 111182,
              "source_files_sampled": 39,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/39 source files over 60KB",
                "points": 52.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 39,
                      "oversized": 2
                    }
                  }
                ],
                "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",
    "deps.dev does not index crates:renkin@0.18.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T00:54:27.882972Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kent-tokyo/renkin.svg",
  "full_name": "kent-tokyo/renkin",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

单项结果在整体记录中的位置: 汇总统计crates.io, PyPI.