公开记录
软件健康报告模式 0.29.0 · 指标 2.5.0 · 2026-08-02 20:30 UTC

Meloland / melobot

支持多协议、多路 IO 和丰富功能的机器人开发框架

Python · MarkdownBSD-3-Clause★ 49 星标⑂ 5 复刻始于 2022年12月在 GitHub 上查看 ↗
类型如何判定

Meloland/melobot 的健康指数为 100 分中的 83 分,处于「优秀」区间。 其得分最高的类别是Engineering Quality(96/100),最低的是AI Readiness(50/100)。 最近一次更新在 7 天前。 近期的大部分工作由 1 位贡献者完成。

83
总分 / 100
优秀

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,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。

83
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19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。

加权总体分 70 经校准后在公布的指数量表上为 83(记录校准 2026-08-02)。

所有权

Meloland组织
7 关注者2 个公开仓库始于 2024年4月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPImelobot3.5.02383821 天前asynciobot-frameworkconcurrencycoroutinemelobot

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

83优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 7 天前
13.2/36提交节奏 — 52 周中有 19 周有提交
17.6/18提交量 — 最近一年 91 次提交
10/10OpenSSF Scorecard:Maintained — 21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year91
human_commit_share0.95
days_since_last_push7
active_weeks_last_year19

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 18 个发布版本
36/36发布时效 — 最近一次发布版本于 21 天前
19.8/27发布节奏 — 约每 63.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count18
latest_release_tagv3.5.0
releases_from_tags
days_since_latest_release21
mean_days_between_releases63.6
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?

53中等 · 占总体的 17%

流行度与采用

32存在风险
评分方式
27.3/60星标 — 49 个星标
5/25复刻 — 5 个复刻
0/15关注者 — 2 位关注者
所用输入
forks5
stars49
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(BSD-3-Clause)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges7
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_servicesshields.io
has_pull_request_template
评分方式
31.7/80月度下载量 — pypi 合计每月 238 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
packagesmelobot
dependents
ecosystemspypi
total_downloads
monthly_downloads238
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?

57中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.2/22.5提交分布 — 头号贡献者编写了 99% 的提交
6.8/13.5贡献者广度 — 5 位贡献者
6/10OpenSSF Scorecard:Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled5
top_contributor_share0.991
评分方式
42/42议题解决 — 100% 的议题已关闭
24.3/30PR 接受 — 已裁定的 PR 中 34/42 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 0/12 approved changesets -- score normalized to 0
所用输入
merged_prs34
open_issues0
closed_issues4
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio1
closed_unmerged_prs8
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
6.5/25所有者影响力 — Meloland 有 7 位关注者
8.1/25既往记录 — 2 个公开仓库,账户约 2 年
所用输入
followers7
owner_typeOrganization
is_verified
owner_loginMeloland
public_repos2
account_age_days837
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 21 天前
20/20版本历史 — 38 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
packagesmelobot
ecosystemspypi
any_deprecated
min_days_since_publish21

工程质量

基础的工程与文档实践是否到位?

96卓越 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
16/16Linter 配置 — .flake8
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 2 out of 2 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

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.melobot.org
10/10仓库描述
10/10主题标签 — 6 个主题标签
10/10Wiki
所用输入
topicsasyncio, python, coroutines, high-concurrency, bot, bot-framework
has_wiki
homepagehttps://docs.melobot.org
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?

66良好 · 占总体的 16%

安全态势

58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 — 2 out of 2 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 0/12 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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
7.5/7.5Maintained — 21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
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
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 32 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.8
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages8
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:melobot@3.5.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 8 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

50中等 · 占总体的 4%
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)
4.5/40可读的提交历史 — 95 次人类提交中有 8 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.084
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .flake8
11/11静态类型检查 — src/melobot/py.typed
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configssrc/melobot/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(src/melobot/py.typed)
55/55可控的文件大小 — 采样的 126 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes34,897
source_files_sampled126
oversized_source_files0

关键数据

49GitHub 星标
5贡献者
91最近 12 个月提交数
7距最近推送天数
18发布版本数
1巴士系数(bus factor)
0开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

更多细节

Star 与 Fork 历史 0 ★ / 5 ⇿
0Star
5Fork
8发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

12345512024-052025-012025-09
主版本 1次版本 2修订 5

每个点涵盖 2 天。

OpenSSF Scorecard 5.8 / 10
5.8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 · 2026-08-02 20:30 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-Tests2 out of 2 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 0/12 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not 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
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities32 existing vulnerabilities detected
直接依赖 5
注册表软件包版本约束清单文件
PyPIbetter-exceptions==0.3.3pyproject.toml
PyPIrich>=13.7.1,<14pyproject.toml
PyPItyping-extensions>=4.10.0pyproject.toml
PyPIcolorlog>=6.8.2,<7pyproject.toml
PyPIbeartype>=0.18.5pyproject.toml
全部依赖 109

来自 GitHub 依赖图的完整解析依赖集合:5 个直接依赖与 104 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
PyPIbeartype0.22.9直接
PyPIbetter-exceptions0.3.3直接
PyPIcolorlog6.10.1直接
PyPIrich13.9.4直接
PyPItyping-extensions4.15.0直接
PyPIaccessible-pygments0.0.5间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.3间接
PyPIaiosignal1.4.0间接
PyPIalabaster1.0.0间接
PyPIannotated-types0.7.0间接
PyPIasttokens3.0.1间接
PyPIasync-timeout5.0.1间接
PyPIattrs25.4.0间接
PyPIbabel2.17.0间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbeautifulsoup44.14.3间接
PyPIblack26.1.0间接
PyPIcertifi2026.1.4间接
PyPIcfgv3.5.0间接
PyPIcharset-normalizer3.4.4间接
PyPIclick8.3.1间接
PyPIcolorama0.4.6间接
PyPIdecorator5.2.1间接
PyPIdistlib0.4.0间接
PyPIdocutils0.21.2间接
PyPIdocutils0.22.4间接
PyPIexceptiongroup1.3.1间接
PyPIexecuting2.2.1间接
PyPIfilelock3.20.3间接
PyPIflake87.3.0间接
PyPIfrozenlist1.8.0间接
PyPIfuro2025.12.19间接
PyPIidentify2.6.16间接
PyPIidna3.11间接
PyPIimagesize1.4.1间接
PyPIiniconfig2.3.0间接
PyPIipython8.38.0间接
PyPIipython9.9.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisort7.0.0间接
PyPIjedi0.19.2间接
PyPIjinja23.1.6间接
PyPIlibrt0.7.8间接
PyPImarkdown-it-py3.0.0间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.1间接
PyPImccabe0.7.0间接
PyPImdit-py-plugins0.5.0间接
PyPImdurl0.1.2间接
PyPImultidict6.7.0间接
PyPImypy1.19.1间接
PyPImypy-extensions1.1.0间接
PyPImyst-parser4.0.1间接
PyPImyst-parser5.0.0间接
PyPInodeenv1.10.0间接
PyPIobjprint0.3.0间接
PyPIpackaging26.0间接
PyPIparso0.8.5间接
PyPIpastel0.2.1间接
PyPIpathspec1.0.3间接
PyPIpexpect4.9.0间接
PyPIplatformdirs4.5.1间接
PyPIpluggy1.6.0间接
PyPIpoethepoet0.40.0间接
PyPIpre-commit4.5.1间接
PyPIprompt-toolkit3.0.52间接
PyPIpropcache0.4.1间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpycodestyle2.14.0间接
PyPIpydantic2.12.5间接
PyPIpydantic-core2.41.5间接
PyPIpydeps3.0.2间接
PyPIpyflakes3.4.0间接
PyPIpygments2.19.2间接
PyPIpytest9.0.2间接
PyPIpytest-asyncio1.3.0间接
PyPIpytokens0.4.0间接
PyPIpyyaml6.0.3间接
PyPIrequests2.32.5间接
PyPIroman-numerals4.1.0间接
PyPIsnowballstemmer3.0.1间接
PyPIsoupsieve2.8.3间接
PyPIsphinx8.1.3间接
PyPIsphinx9.0.4间接
PyPIsphinx9.1.0间接
PyPIsphinx-basic-ng1.0.0b2间接
PyPIsphinx-copybutton0.5.2间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-jsmath1.0.1间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPIstack-data0.6.3间接
PyPIstdlib-list0.12.0间接
PyPItoml0.10.2间接
PyPItomli2.4.0间接
PyPItraitlets5.14.3间接
PyPItyping-inspection0.4.2间接
PyPIurllib32.6.3间接
PyPIvirtualenv20.36.1间接
PyPIviztracer1.1.1间接
PyPIwatchdog6.0.0间接
PyPIwcwidth0.3.0间接
PyPIwebsockets14.2间接
PyPIyarl1.22.0间接
依赖安全公告 0

安装 pypi:melobot@3.5.0 会引入 8 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "asyncio",
        "python",
        "coroutines",
        "high-concurrency",
        "bot",
        "bot-framework"
      ],
      "is_fork": false,
      "size_kb": 20212,
      "has_wiki": true,
      "homepage": "https://docs.melobot.org",
      "languages": {
        "Python": 672871,
        "Markdown": 346762,
        "reStructuredText": 38806
      },
      "pushed_at": "2026-07-26T04:28:57Z",
      "created_at": "2022-12-11T04:13:57Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-26T04:29:01Z",
      "description": "支持多协议、多路 IO 和丰富功能的机器人开发框架",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "main",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Markdown"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Meloland",
      "type": "Organization",
      "login": "Meloland",
      "company": null,
      "location": "Hong Kong",
      "followers": 7,
      "avatar_url": "https://avatars.githubusercontent.com/u/167296261?v=4",
      "created_at": "2024-04-17T08:33:25Z",
      "is_verified": null,
      "public_repos": 2,
      "account_age_days": 837
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.5.0",
          "kind": "minor",
          "published_at": "2026-07-12T00:19:17Z"
        },
        {
          "tag": "3.3.0",
          "kind": "minor",
          "published_at": "2025-12-01T09:42:30Z"
        },
        {
          "tag": "3.2.2",
          "kind": "patch",
          "published_at": "2025-07-26T09:59:54Z"
        },
        {
          "tag": "3.2.1",
          "kind": "patch",
          "published_at": "2025-04-28T13:42:42Z"
        },
        {
          "tag": "3.2.0",
          "kind": "minor",
          "published_at": "2025-04-23T17:17:01Z"
        },
        {
          "tag": "3.1.3",
          "kind": "patch",
          "published_at": "2025-03-02T14:43:34Z"
        },
        {
          "tag": "3.1.2",
          "kind": "patch",
          "published_at": "2025-02-23T11:16:37Z"
        },
        {
          "tag": "3.1.1",
          "kind": "patch",
          "published_at": "2025-02-07T06:52:22Z"
        },
        {
          "tag": "3.1.0",
          "kind": "minor",
          "published_at": "2025-02-06T12:05:38Z"
        },
        {
          "tag": "3.0.0",
          "kind": "major",
          "published_at": "2024-12-16T10:44:33Z"
        },
        {
          "tag": "2.2.0",
          "kind": "minor",
          "published_at": "2024-03-05T15:03:38Z"
        },
        {
          "tag": "2.1.0",
          "kind": "minor",
          "published_at": "2024-03-04T18:21:12Z"
        },
        {
          "tag": "2.0.0",
          "kind": "major",
          "published_at": "2024-03-03T15:43:30Z"
        },
        {
          "tag": "1.2.1",
          "kind": "patch",
          "published_at": "2023-03-19T15:46:24Z"
        },
        {
          "tag": "1.2.0",
          "kind": "minor",
          "published_at": "2022-12-26T09:51:06Z"
        },
        {
          "tag": "1.1.5",
          "kind": "patch",
          "published_at": "2022-12-22T14:42:13Z"
        },
        {
          "tag": "1.1.4",
          "kind": "patch",
          "published_at": "2022-12-22T14:34:58Z"
        },
        {
          "tag": "1.1.3",
          "kind": "patch",
          "published_at": "2022-12-14T07:21:18Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "55f412bddc2fdf27f3d5961ff151ac3cf4a594b6",
          "body": null,
          "is_bot": true,
          "headline": "chore: update contributors [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-26T04:28:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6202a759aa0e2f26ab18f9df3becd1bd4e8c75b7",
          "body": null,
          "is_bot": false,
          "headline": "[docs] fix version comparsion URL",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-12T00:12:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64848210ed0ce8634380ee3b0e4e869a7fb3b66b",
          "body": "[all] bumped to 3.5.0",
          "is_bot": false,
          "headline": "[all] merge #46 from Meloland/3.5.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-12T00:00:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96918bded21b3cb0ee92e04674b560de619b1994",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into 3.5.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-11T23:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2110a24ab969d9eb6a3fcae12ac2f6e1caa35eb2",
          "body": null,
          "is_bot": false,
          "headline": "[docs] finish all docs for melobot plugin developers",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-11T23:48:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74e5851d5dfc9607f2c46b2fd456ce731d1a2bb8",
          "body": null,
          "is_bot": false,
          "headline": "[docs] all related docs refinement for 3.5.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-11T21:05:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "beb60b314ac1ddc21de0efac964e40c03c48d66a",
          "body": "- clean bad code smell in di exception throwing\n- add default, type verify for `get_flow_arg()` and `get_session_arg()`",
          "is_bot": false,
          "headline": "[core] refactor dependency injection",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-10T22:32:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d7021888ff47065ce2f68e5f9724c0b5e85f994",
          "body": "- fix plugin auto import\n- fix some bad code smell\n- remove unused `PluginArgs` class\n- add init args for flow",
          "is_bot": false,
          "headline": "[core] multiple chore works",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-10T19:21:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de8b64488bbe3a0ea194242e2498c20a16663fdd",
          "body": null,
          "is_bot": false,
          "headline": "[core] Add init args for plugin",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-08T04:22:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a7e79aca3580c10429e4f74201b464eba14681a",
          "body": null,
          "is_bot": false,
          "headline": "[core] fix some tip message and adjust `exclude()` param order",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-07-02T14:12:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22bdf4d27b3e0d7d2439649d218a6fe2a131db8d",
          "body": null,
          "is_bot": false,
          "headline": "[docs] part of docs for new version (3.5.0)",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-30T13:11:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e6dac2700f5cae408a9da788af12dd675dc45c5",
          "body": null,
          "is_bot": false,
          "headline": "[core] provide more convenient methods for deps option classes",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-30T13:05:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38ff2f062d0a6ad8496cb4d05b7f973428aea81d",
          "body": null,
          "is_bot": false,
          "headline": "[core] remove unused life span and adjust important life span",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-30T12:21:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9453295c92e0464eaa042f274df9f1e7f1e5797f",
          "body": null,
          "is_bot": false,
          "headline": "[core] adjust `filter_out` function implementation",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-30T12:03:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35fc71f7c4aa60da879164e041146eb25ef6fb0c",
          "body": null,
          "is_bot": false,
          "headline": "[core] fix log message cannot into correct standard stream",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-30T12:01:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d880a5938409fc4238b286e22677850f7f32fb9f",
          "body": null,
          "is_bot": false,
          "headline": "[core] add namespace conflict checking during dynamic import",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-28T20:48:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28caede5a351841bebe5aafe25384681124f31c1",
          "body": null,
          "is_bot": false,
          "headline": "[core] fix comments, param typo and provide `ShareObjectCallbackFailed`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-28T19:22:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2beeb68c0b12210e13c15da5b2cbaf7940ce57e",
          "body": null,
          "is_bot": false,
          "headline": "[core] bypass unnecessary hint type checking",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-28T19:20:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad34d398ee660f512b854fd8db1597995033bded",
          "body": null,
          "is_bot": false,
          "headline": "[core] fix logger features in multi-thread env",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-06-28T19:19:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c770667f79c2a8e0b289d714950b37c4bbd4ab8d",
          "body": null,
          "is_bot": true,
          "headline": "chore: update contributors [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-17T04:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff306502b0577a625a4d73c3ee5d28710d81d7af",
          "body": null,
          "is_bot": true,
          "headline": "chore: update contributors [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-10T04:47:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bf1e46a9aca9a876777af441d8e089e084ab545",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Removed unused favicon images",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-04-01T15:30:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c984ca8fb3c16ef6c31f19d7ed63be6eb4c56a6",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Removed the no longer applicable logo and point to new QQ group",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-13T10:00:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc8ddd700d4815f07a68e87f78e3f5f29bb2dbc6",
          "body": null,
          "is_bot": false,
          "headline": "[CI] Added step to fetch git tags in the build workflow",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T11:32:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3045ede67f49fe9706ffbc54442df0a78eebe05d",
          "body": null,
          "is_bot": false,
          "headline": "[CI] Refactored docs build process",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T11:25:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb2ac782fc0b3d7860ccf3e8565b108df846843b",
          "body": null,
          "is_bot": false,
          "headline": "[core] Implemented dynamic version retrieval using git tags",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T11:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24d60a0ef4ad6b27f918124c6e33f77ea6fb7990",
          "body": null,
          "is_bot": false,
          "headline": "[core] Fixed version string parsing",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T10:47:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6edac26b6f74d5a8089d2db79ca1a8cf14ee91f2",
          "body": "[All] Bumped to 3.4.0",
          "is_bot": false,
          "headline": "[All] Merge #45 from Meloland/3.4.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T10:45:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3311dc890228412def2e56e27479dec8bfc66cca",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into 3.4.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T10:35:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "853f56b124898cb00d0680477e94e7659a440131",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Updated related docs",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T10:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5115ef7054e72c3b78b7a1ae9ca494c351c110fd",
          "body": "- Updated optional dependencies in pyproject.toml to include jinja2.\n- Improved error handling and help messages in CLI commands.\n- Removed deprecated pinit.py and related files.\n- Introduced new plugin initialization templates and utilities.\n- Added version command to display CLI and melobot version information.",
          "is_bot": false,
          "headline": "[core] Refactored CLI structure and enhance plugin initialization",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-03-11T07:16:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "303782e6bcdafa11de0dcfe7cb81b88570250f4a",
          "body": null,
          "is_bot": false,
          "headline": "[CI] Implement dynamic versioning",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-29T14:51:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f714954f7794d9320d864221e8328dbdfaa1add7",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added CLI command handling",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-29T13:39:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca037d83ff7203609d68fec724abf679c2889a7b",
          "body": "…inPlanner",
          "is_bot": false,
          "headline": "[melobot] Added hooks property decorator for Adapter, Source and Plug…",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T14:36:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da79cf142b7fbcbd034980fada104c2173b5a144",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Updated warning messages",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T14:20:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1288979e84d4b1787e865854d776657634ecf858",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Set default of `give_up` param to True in `if_` decorator",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T14:20:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "755a93f51ccc646fe3e4ed6aedb91d74778d87c1",
          "body": null,
          "is_bot": false,
          "headline": "[All] Updated type hints of rule param in many APIs",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T06:31:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93cdc50e79d48c69de958734e7223fd35b4d334f",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Supported rule class as param in `enter_session` API",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T06:21:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40cb5cb8900c085007d68d79d07024e8661f7e65",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Rename `unfold_ctx` to `ctx` for consistency and clarity",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T06:15:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0eb3fe2933dc1f12295c8dca19ab5bb4ea2dd334",
          "body": null,
          "is_bot": false,
          "headline": "[All] Replaced `log_exc` with more friendly API",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T05:32:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f43631d037613c25b4b608725c51cd5df03be408",
          "body": "…larity",
          "is_bot": false,
          "headline": "[melobot] Refine comments for SourceLifeSpan and AbstractSource for c…",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T04:27:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e41c553a60162f816b4157fdf9cfb1aaa66091a",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Added reverse proxy support for OneBot protocol",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-27T04:24:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5886bb6821bfc321feb66519df7c5b709629608",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Refactored IO Source implementations and logging more info",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-24T17:59:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b063bb7f47521564667d0549530fbcba2a43aa71",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added common util function `truncate`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-24T16:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f1efa27960f06aa95b8e8746d3b90af1cb2383a",
          "body": null,
          "is_bot": false,
          "headline": "[melobot,OneBot] More precise tip log message when hook called",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-24T16:45:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2062fec00dc54c721cab334585407a1dfcb9f283",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added more coponents to package namespace",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-24T16:44:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e50ea11661ad41469f887cc1f4ceb6ab1329aed4",
          "body": "… name",
          "is_bot": false,
          "headline": "[melobot] Added `get_global_logger` function and improved related API…",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-23T11:57:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57334889e516b7dd4c64b751c76f9fcb3c0908fa",
          "body": null,
          "is_bot": false,
          "headline": "[All] Enhanced adapter's generic text sending API with `TextStyle`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-23T11:18:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86d8c4360e5ac260b6733daf1011e402d3846553",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed improper session release when `._keep=True`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-23T11:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aac6034e31a1ce7ec060ebcaa71f53b623fc977",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Refactor flow processing to enhance context support",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T16:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "656982a09b45a88bc45a2e70463a489326b3ee0d",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Improved clarity in session getting error message",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T16:12:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28a65d1114b4103bbba67e27d8a9c068a96c927f",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Update dependencies to include pyflakes",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T16:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "206eacaafaaeffb020f642f228a847a034579806",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed `if_` decorator behavior when param `give_up=True`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T16:01:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6156f2862a0e33ad64f269d2c8df1e7f6a98c7cf",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Further improve Bot's stop and shut-down feature",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T16:00:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "750244a4dbfa0373d5fbc90382c12fb451f3f9ca",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Updated version flag",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T15:56:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c59e1af114f475384a1a8146090566448d4ce75",
          "body": null,
          "is_bot": false,
          "headline": "[All] Upgrade dependencies version to resolve alerts",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-22T06:37:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9eaaf23ecba8567b52943d20d4d0090c684c73b",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Removed sensitive repr output in MessageEvent",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-21T19:30:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2e54667e30bc51652000a66d6605a258c94b6e5",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Refactor AsyncRunner to use end signals for graceful shutdown",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-21T06:42:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48728d236dd9ab63596076e7ce99114273799e30",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Fixed auth checking when setting fail callback",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2026-01-21T03:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b68315849d84d769c92863d6dbe72b9417ef054c",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Marked `Console` protocol as supported",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-15T01:54:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaa94fc987f0cc2615462d3cc8c262787f8cb269",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Fixed `Reflect` comment doc typo",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T10:14:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cae20204cbf866446f4318b3b8f069bb6251b119",
          "body": null,
          "is_bot": false,
          "headline": "[CI] Updated requirements refreshing CI process",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T10:04:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "218514aedc02c53fd4e10bbb9ce9c396b980edb7",
          "body": "[All] Bumped to 3.3.0",
          "is_bot": false,
          "headline": "[All] Merge #44 from Meloland/3.3.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T09:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b45e994a17af19f7368496867339ae2f70bdbc88",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into 3.3.0",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T09:37:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "606841752a1587686f01fb255926394ce77b59dd",
          "body": null,
          "is_bot": false,
          "headline": "[CI] Generated CI requirements",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T09:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "888f3fd1bb911ff07f3e21c1c605b0117e15bfb1",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Updated related docs",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T09:15:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "639fccc06948a9bbf5f13900b98711e206cbeb53",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Updated docs of apis & fix related tests",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T06:56:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06afe09af9509eacd072a97e5236e86b67b758d6",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Updated version flag in lock file",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-12-01T06:55:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44eedc6990f9ddd28cdd7f967f7803217d1380da",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Updated version flag",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T09:41:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c173aad97fee1234f8f4c6520a05ad02cdd3697",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added new di method, str index, interactive mode for cmd parse",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T09:27:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528bc29d8b3a0edb9a5aea07fa19c44b1cb420dd",
          "body": null,
          "is_bot": false,
          "headline": "[OneBot] Fixed `MessageEvent` repr typo",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T08:36:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eef32340916d1f6a1d8e9f5163a22708e16dcc8a",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Dependency injection support for partial object",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T08:35:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "706d750990c41d6fd7f402a90b2e1e5335d98ee2",
          "body": "…tore",
          "is_bot": false,
          "headline": "[melobot] Fixed event early finished error & di support for session s…",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T08:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671125561767c3840b398f8e89dbfc11651db38a",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Removed `VoidType` enum",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T07:29:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02f8c0b525a50277b1d2a6b4550416c2f2eebf97",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Better support for AsyncRunner",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T07:23:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20794296f5a9b5392cf1fc76131c0ed038bc2b2b",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Improved dependency injection & better flow utils",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T07:19:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "934d0da2bca17d9294077442622af9e8e75ae72b",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Modified `if_not` decorator to `if_`",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-11-24T02:22:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33998b1aa22345a0bd2f86a0463f52393d40c60f",
          "body": null,
          "is_bot": false,
          "headline": "[melobot,Docs] Docs and changes for adapter and handle layer",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-29T04:19:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4459f4c6e72cbf9c359abe6082a3e17e86cf36a",
          "body": "…p started)",
          "is_bot": false,
          "headline": "[melobot] Added async running mode for runner (starting bot after loo…",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-18T15:25:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24a136a32e9dc88ca55665675b3213557cae7414",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed Logger.__init__() param name typo",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-13T19:15:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3378497ef2413620a6ee414dfbc3a355af64164a",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed tests in Python 3.14",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-13T19:14:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6945c0b62be812978824b4b255f504ef65b3f616",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Formal supports for Python 3.14",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-13T17:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a84482b4f320e19e8af6065eba9914cdbb2215f",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Replaced bot reloaded hook with new api",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-12T21:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c264419bc4f3c0b6b66fd297184031fd66b63be",
          "body": null,
          "is_bot": false,
          "headline": "[melobot,Console] Console protocol supports and related features",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-12T20:56:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d7aa551162bbad5f61db1a9d12acf550e2e59dd",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Revise bug report template for clarity and details",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-05T15:40:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6e5e902dfbd139338e02c7b661be27fb486b954",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] closed #43, fixed adapter injection with Annotated",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-10-05T15:16:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16fe972bf20b04257bacf9baab8421d6a1b1a4db",
          "body": null,
          "is_bot": true,
          "headline": "chore: update contributors [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-14T02:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46038e8847c6406bd60ac35c18dae3c5ef72f982",
          "body": "…fixed empty judgement bugs",
          "is_bot": false,
          "headline": "[melobot] Replaced BotLifeSpan.RELOADED with BotLifeSpan.RESTARTED & …",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-08-19T09:37:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97f50ef11b5ae40a0a870eddbe1f1aa80f5f17f1",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Finished docs related to source and adapter usages",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-08-19T09:00:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d127ccccc1042982871c9413c3cd0bdaaa68c9e",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added len() support for CmdArgs",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-08-06T15:16:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "431f9e4b116aaedf22e74179043eca8ab476ca8a",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed relative path calc error when loading plugin",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-08-06T15:14:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bbe550884e6040f81c833c4b913a40082cf62e6",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Removed lifespan limit of Bot.add_flows method",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-29T13:33:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "038c76a42070ee961eaa93c8e40d0c9f2509c65d",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Updated version flag",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-29T13:15:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2d49dd00629f7ebd515e1ce77c205f363bddc0f",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Cleaning static attr of Bot after bot instance being destroyed",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-29T13:12:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fdd31bd3f570e60dea53ef764566f064a8b609bc",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed order of \"final\" decorator",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-29T11:22:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39ba1dcd9eb877f9efebe77de007d6f1172090bd",
          "body": null,
          "is_bot": false,
          "headline": "[Docs] Fixed update log typo",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-27T12:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45f49f2b52c2ba23c9514471d1cdf581b8a493d4",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Fixed NullLogger behavior when calling lazy log methods",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-27T12:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9acdb14cfbeeaa8115043a7975194762cfa8197",
          "body": null,
          "is_bot": false,
          "headline": "[melobot] Added new lifespan 'CLOSE' for adapter and source",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-27T12:17:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24c7f0e76ff6a4311abebb096ed1efb8b9c07e2e",
          "body": null,
          "is_bot": true,
          "headline": "chore: update contributors [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-07-26T09:58:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb79f986f455b1d0c8ddf2fdb3e26f46c864000a",
          "body": null,
          "is_bot": false,
          "headline": "[All] Merge #42 from Meloland/3.2.2",
          "author_name": "aicorein",
          "author_login": "aicorein",
          "committed_at": "2025-07-26T09:58:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 18,
      "commits_last_year": 91,
      "latest_release_at": "2026-07-12T00:19:17Z",
      "latest_release_tag": "v3.5.0",
      "releases_from_tags": false,
      "days_since_last_push": 7,
      "active_weeks_last_year": 19,
      "days_since_latest_release": 21,
      "mean_days_between_releases": 63.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "readme_badges": {
        "hosts": [
          "shields.io"
        ],
        "total": 7,
        "header": 7,
        "collected": true,
        "has_inspect_badge": false
      },
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "melobot",
          "exists": true,
          "license": "BSD-3-Clause",
          "keywords": [
            "asyncio",
            "bot framework",
            "concurrency",
            "coroutine",
            "melobot",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/melobot/",
          "is_deprecated": false,
          "latest_version": "3.5.0",
          "repository_url": "https://github.com/Meloland/melobot.git",
          "versions_count": 38,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 238,
          "first_published_at": "2024-03-03T14:15:13.239461Z",
          "latest_published_at": "2026-07-12T00:19:32.991690Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 21
        }
      ]
    },
    "popularity": {
      "forks": 5,
      "stars": 49,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2024-05-11",
            "count": 1
          },
          {
            "date": "2024-10-23",
            "count": 1
          },
          {
            "date": "2024-11-20",
            "count": 1
          },
          {
            "date": "2025-08-04",
            "count": 1
          },
          {
            "date": "2025-09-28",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 5,
        "total_forks": 5
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "src/melobot/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 34897,
      "source_files_sampled": 126,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyproject.toml",
        "tests/requirements.txt"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 8,
        "malicious_count": 0,
        "assessed_package": "pypi:melobot@3.5.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "better-exceptions",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==0.3.3"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13.7.1,<14"
        },
        {
          "name": "typing-extensions",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.10.0"
        },
        {
          "name": "colorlog",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.8.2,<7"
        },
        {
          "name": "beartype",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.18.5"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "beartype",
            "direct": true,
            "version": "0.22.9",
            "ecosystem": "pypi"
          },
          {
            "name": "better-exceptions",
            "direct": true,
            "version": "0.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "colorlog",
            "direct": true,
            "version": "6.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "13.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "accessible-pygments",
            "direct": false,
            "version": "0.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-asyncio-runner",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.22.4",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.20.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": "7.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": "2025.12.19",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.16",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.11",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.38.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.7.8",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.19.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-parser",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-parser",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "objprint",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pastel",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "poethepoet",
            "direct": false,
            "version": "0.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pycodestyle",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydeps",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytokens",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.32.5",
            "ecosystem": "pypi"
          },
          {
            "name": "roman-numerals",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "9.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "9.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-basic-ng",
            "direct": false,
            "version": "1.0.0b2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "stdlib-list",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "20.36.1",
            "ecosystem": "pypi"
          },
          {
            "name": "viztracer",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.22.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 109,
        "direct_count": 5,
        "indirect_count": 104
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 34,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 4,
        "closed_unmerged_prs": 8
      },
      "bus_factor": 1,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "aicorein",
          "commits": 690,
          "avatar_url": "https://avatars.githubusercontent.com/u/75575271?v=4"
        },
        {
          "type": "User",
          "login": "AgxCOy",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/60431010?v=4"
        },
        {
          "type": "User",
          "login": "Asankilp",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/60691961?v=4"
        },
        {
          "type": "User",
          "login": "NingmengLemon",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/60469383?v=4"
        },
        {
          "type": "User",
          "login": "snowykami",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/79104275?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.991
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "contributors.yml",
        "make_doc.yml",
        "pre-commit.yml",
        "pytest.yml",
        "release.yml",
        "update_deps.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".flake8"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.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": "2 out of 2 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 0/12 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "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": 10,
            "reason": "21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not 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": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "32 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "55f412bddc2fdf27f3d5961ff151ac3cf4a594b6",
        "ran_at": "2026-08-02T20:30:04Z",
        "aggregate_score": 5.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "recent_prs": {
        "merged_7d": 0,
        "decided_7d": 0,
        "merged_30d": 1,
        "authors_30d": 1,
        "decided_30d": 1,
        "sample_size": 42,
        "window_days": 30,
        "sample_exhausted": false,
        "authors_probed_30d": 1,
        "newcomer_merged_30d": 0,
        "bot_prs_excluded_30d": 0,
        "newcomer_authors_30d": 0,
        "newcomer_decided_30d": 0
      },
      "ci_last_run_at": "2026-08-02T07:26:49Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-12T00:00:59Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/Meloland/melobot",
    "host": "github.com",
    "name": "melobot",
    "owner": "Meloland"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": "The weighted overall 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 70,
            "calibrated": 83,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 83,
      "inputs": {
        "security": 66,
        "vitality": 83,
        "community": 53,
        "governance": 57,
        "calibration": "2026-08-02",
        "engineering": 96,
        "ai_readiness": 50,
        "weighted_overall_raw": 70
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 83,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "commits_last_year": 91,
              "human_commit_share": 0.95,
              "days_since_last_push": 7,
              "active_weeks_last_year": 19
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 7 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "19/52 weeks with commits",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 19
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "91 commits in the last year",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 91
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "releases_count": 18,
              "latest_release_tag": "v3.5.0",
              "releases_from_tags": false,
              "days_since_latest_release": 21,
              "mean_days_between_releases": 63.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "18 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 21 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~63.6 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 63.6
                    }
                  }
                ],
                "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": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 23,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 23 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 23
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 53,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "forks": 5,
              "stars": 49,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "49 stars",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 49
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "5 forks",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 7,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [
                "shields.io"
              ],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "weak",
            "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": 40,
            "inputs": {
              "packages": [
                "melobot"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 238
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "238 downloads/month across pypi",
                "points": 31.7,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 238,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 57,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 5,
              "top_contributor_share": 0.991
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 99% of commits",
                "points": 0.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 99
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 76,
            "inputs": {
              "merged_prs": 34,
              "open_issues": 0,
              "closed_issues": 4,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
              "prs_merged_30d": 1,
              "prs_decided_30d": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 8,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 42,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "34/42 decided PRs merged",
                "points": 24.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 34,
                      "decided": 42
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "followers": 7,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Meloland",
              "public_repos": 2,
              "account_age_days": 837
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "7 followers of Meloland",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "Meloland"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~2 yr old",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "melobot"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 21
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 21 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 21
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "38 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "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": "exceptional",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "asyncio",
                "python",
                "coroutines",
                "high-concurrency",
                "bot",
                "bot-framework"
              ],
              "has_wiki": true,
              "homepage": "https://docs.melobot.org",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.melobot.org",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": 66,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.8
            },
            "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": "2 out of 2 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 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is 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": "21 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "32 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:melobot@3.5.0 runtime dependency closure — what installing the published package pulls in — 8 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:melobot@3.5.0",
                  "assessed": 8
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 8,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 8,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 11
            },
            "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": 50,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 4,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.084,
              "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": "8 of 95 human commits state their intent (structured subject or explanatory body)",
                "points": 4.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 8,
                      "sampled": 95
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "src/melobot/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/melobot/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/melobot/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "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": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 34897,
              "source_files_sampled": 126,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/melobot/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/melobot/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/126 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 126,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T20:30:19.696760Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/Meloland/melobot.svg",
  "full_name": "Meloland/melobot",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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 v2.5.0、模式 v0.29.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.