公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-07-29 18:19 UTC

eyMarv / pyroblack

Personalized Pyrogram fork with Adjustable web page preview, Quote Reply, Story & Topics Support, and much more. go to https://eymarv.github.io/pyroblack-docs for documentation.

PythonLGPL-3.0★ 41 星标⑂ 14 复刻始于 2024年1月复刻在 GitHub 上查看 ↗
类型如何判定

eyMarv/pyroblack 的健康指数为 100 分中的 26 分,处于「存在风险」区间。 其得分最高的类别是Vitality(82/100),最低的是Security(24/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

26
总分 / 100
存在风险

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。

26
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 52 经校准后在公布的指数量表上为 53(记录校准 2026-08-02)。 高风险司法辖区政策对加权总体健康应用 50% 的乘数,并对其设置“存在风险”上限 34。

所有权

Marvin个人账户
35 关注者41 个公开仓库始于 2020年1月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIpyroblack3.0.313,1351160 天前pyroblackblacktelegramchatmessengermtprotoapiclientlibrarypython

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?

82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 0 天前
8.3/36提交节奏 — 52 周中有 12 周有提交
16/18提交量 — 最近一年 60 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year60
human_commit_share1
days_since_last_push0
active_weeks_last_year12

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 1.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagv3.0.3
releases_from_tags
days_since_latest_release0
mean_days_between_releases1.4
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?

40薄弱 · 占总体的 17%
评分方式
26/60星标 — 41 个星标
9.3/25复刻 — 14 个复刻
0/15关注者 — 1 位关注者
所用输入
forks14
stars41
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25存在风险
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证(LGPL-3.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
54.9/80月度下载量 — pypi 合计每月 13,135 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
packagespyroblack
dependents
ecosystemspypi
total_downloads
monthly_downloads13,135
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

56中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
5.5/22.5提交分布 — 头号贡献者编写了 76% 的提交
13.5/13.5贡献者广度 — 99 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 22 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled99
top_contributor_share0.756
评分方式
0/42议题解决 — 没有议题或无数据
20/30PR 接受 — 已裁定的 PR 中 4/6 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 2/28 approved changesets -- score normalized to 0
所用输入
merged_prs4
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs2
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):议题解决, newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
11.2/25所有者影响力 — eyMarv 有 35 位关注者
23.8/25既往记录 — 41 个公开仓库,账户约 6 年
所用输入
followers35
owner_typeUser
is_verified
owner_logineyMarv
public_repos41
account_age_days2,398
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 116 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
packagespyroblack
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

49薄弱 · 占总体的 19%

工程实践

48薄弱
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
0/30README
25/25文档目录
15/15文档 / 主页站点 — https://eymarv.github.io/pyroblack-docs
0/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://eymarv.github.io/pyroblack-docs
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?

24存在风险 · 占总体的 16%

安全态势

24存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/28 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 22 contributing companies or organizations
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 — 30 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
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.9
high_risk_jurisdiction_cap34
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier24
security_posture_before_jurisdiction49
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。 高风险司法辖区政策应用 50% 的乘数,并对安全态势设置“存在风险”上限 34。

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。

48薄弱 · 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)
25.1/40可读的提交历史 — 100 次人类提交中有 47 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_share0.47
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — pyrogram/py.typed
0/10可复现环境
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
5/8自动化维护 — 已配置依赖自动化,但在抽样提交中未观察到
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configspyrogram/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(pyrogram/py.typed)
54.7/55可控的文件大小 — 采样的 1,121 个源文件中有 6 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes315,740
source_files_sampled1,121
oversized_source_files6
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

41GitHub 星标
99贡献者
60最近 12 个月提交数
0距最近推送天数
100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
  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:pyroblack@3.0.3; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 14 ⇿
0Star
14Fork
93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。

03581013151432024-022025-052026-07
主版本 0次版本 6修订 87

每个点涵盖 3 天。

OpenSSF Scorecard 4.9 / 10
4.9综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-29 18:19 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/28 approved changesets -- score normalized to 0
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
PyPIaiosqlite-black>=0.21.0pyproject.toml
PyPIpyaes==1.6.1pyproject.toml
PyPIpysocks==1.7.1pyproject.toml
PyPIpymediainfo-pyroblack>=6.1.1,<7.0.0pyproject.toml
全部依赖 未采集

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

原始 JSON 报告 机器可读
{
  "data": {
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      "is_fork": true,
      "size_kb": 13358,
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      "languages": {
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      "pushed_at": "2026-07-29T18:16:08Z",
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      "owner_type": "User",
      "updated_at": "2026-07-29T18:16:21Z",
      "description": "Personalized Pyrogram fork with Adjustable web page preview, Quote Reply, Story & Topics Support, and much more. go to https://eymarv.github.io/pyroblack-docs for documentation.",
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      "blog": null,
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          "kind": "patch",
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          "published_at": "2026-07-09T17:53:03Z"
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        {
          "tag": "v2.7.6",
          "kind": "patch",
          "published_at": "2026-05-10T06:07:55Z"
        },
        {
          "tag": "v2.7.5",
          "kind": "patch",
          "published_at": "2026-05-08T04:33:46Z"
        },
        {
          "tag": "v2.7.4",
          "kind": "patch",
          "published_at": "2025-10-06T18:21:14Z"
        },
        {
          "tag": "v2.7.3",
          "kind": "patch",
          "published_at": "2025-10-06T18:14:51Z"
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          "tag": "v2.7.2",
          "kind": "patch",
          "published_at": "2025-07-16T20:44:18Z"
        },
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          "tag": "v2.7.1",
          "kind": "patch",
          "published_at": "2025-07-04T22:00:23Z"
        },
        {
          "tag": "v2.7.0",
          "kind": "minor",
          "published_at": "2025-07-04T16:26:27Z"
        },
        {
          "tag": "v2.6.9",
          "kind": "patch",
          "published_at": "2025-07-03T18:53:29Z"
        },
        {
          "tag": "v2.6.8",
          "kind": "patch",
          "published_at": "2025-05-19T17:03:25Z"
        },
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          "tag": "v2.6.7",
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          "published_at": "2025-04-13T21:51:45Z"
        },
        {
          "tag": "v2.6.6",
          "kind": "patch",
          "published_at": "2025-04-12T22:44:09Z"
        },
        {
          "tag": "v2.6.5",
          "kind": "patch",
          "published_at": "2025-04-07T12:50:05Z"
        },
        {
          "tag": "v2.6.4",
          "kind": "patch",
          "published_at": "2025-04-05T23:09:00Z"
        },
        {
          "tag": "v2.6.2",
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          "published_at": "2025-03-15T22:04:57Z"
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          "kind": "minor",
          "published_at": "2025-03-03T19:51:51Z"
        },
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          "tag": "v2.5.9",
          "kind": "patch",
          "published_at": "2025-03-02T00:33:24Z"
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          "headline": "Allow injecting crypto executor and manage lifecycle",
          "author_name": "アイリス",
          "author_login": "irisXDR",
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          "body": "update_chat_notifications.py: fix param name mismatch (until_date->mute_until),\n  replace N/A descriptions, fix example syntax error, add usable-by include\ncreate_folder.py: remove is_shareable from Parameters (not in signature)",
          "is_bot": false,
          "headline": "docs: fix docstring defects in new Kurigram-port methods",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-14T05:13:03Z",
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        },
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          "body": "Tag + main push both trigger Build-docs; the second run\nnow pulls --rebase before pushing so if the remote has\nmoved ahead the commit is replayed instead of rejected.",
          "is_bot": false,
          "headline": "build-docs: rebase before push to survive concurrent publish races",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-14T03:55:16Z",
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        },
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          "body": "Bring Client methods, types, enums, and handlers up to Kurigram\nv2.2.24 on layer 227: suggested posts, live photos, rich messages,\nfolders/invite links, web apps, managed bots, AI text tools, and\nstart/stop/connect/error/boost/guest update handling.",
          "is_bot": false,
          "headline": "pyroblack 2.8.9: port Kurigram high-level APIs",
          "author_name": "アイリス",
          "author_login": "irisXDR",
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        },
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          "body": "send_gift (and most payments/gift helpers) existed on Client but never\ngot reference pages because compiler/docs only listed 4 payments methods.\nSearch only found incidental mentions like Chat.can_send_gift.\n\n- Expand Payments category with the full Client-backed gift/stars API\n- Add Premium, Business method sections; fill Phone/Account/Stories/etc gaps\n- Document gift/boost related types under Messages & Media / Stories\n- Extend methods.rst template with Premium + Business sections",
          "is_bot": false,
          "headline": "docs: register gift/payments high-level APIs in Sphinx catalog",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-13T16:57:40Z",
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          "is_bot": false,
          "headline": "Fix docs CI: supply missing folder bound-methods placeholders",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-12T19:11:02Z",
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          "body": "Build-docs failed on v2.8.7 because docs/source/conf.py uses\nhtml_theme = sphinx_immaterial, but pyproject [docs] only installed\nfuro (from the PyroTGFork rebase). With set -euo pipefail, sphinx-build\nnow correctly fails the job instead of continuing and wiping main/.\n\n- Replace furo with sphinx-immaterial in optional docs deps\n- Bump version to 2.8.8 for a clean tag rebuild of docs + PyPI",
          "is_bot": false,
          "headline": "Fix docs CI: install sphinx-immaterial required by conf.py",
          "author_name": "アイリス",
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          "committed_at": "2026-07-12T18:37:02Z",
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          "body": "… attribution\n\nPort remaining wzgram-style throughput/stability work (without warpcrypto)\nand expand high-level Telegram APIs already covered by Layer 227 raw.\n\nNetworking / performance\n- Multi-worker crypto executor (cpu_count) replacing single-thread pool\n- TCP: nonblocking connect, TCP_NODELAY, k\n[…]\n+ Pyrogram continuation note\n\nNotes\n- warpcrypto intentionally not added (crypto speed only; stability is architectural)\n- Dual story APIs retained (PyroTGFork + wzgram-style names) where both existed",
          "is_bot": false,
          "headline": "pyroblack 2.8.7: networking ports, high-level APIs, docs publish fix,…",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-12T18:25:39Z",
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          "body": "My earlier ad-hoc reconnect machinery (restart_lock acquired inside invoke(),\nis_connected event, exponential backoff in start(), reconnect throttle) was\nfighting itself: the backoff made restart() hold restart_lock longer than\ninvoke()'s 5s lock-acquire timeout, so every upload part died with\n'awai\n[…]\npeline so\n  disk I/O no longer blocks the event loop.\n- Worker-death detection, throttled progress callbacks.\n\nterminate.py:\n- Tears down the persistent upload pools on stop so no media sessions leak.",
          "is_bot": false,
          "headline": "Rearchitect session networking + uploads to match wzgram's proven model",
          "author_name": "アイリス",
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          "committed_at": "2026-07-11T11:03:58Z",
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        },
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          "oid": "6522313bdff6f56edd7e69da0d5515fb4c9f91c7",
          "body": "The v2.8.2 retry cap regressed transfers: START_TIMEOUT was only 1s, so a\nbrief server hiccup during a large file split timed out the Ping, and all\n5 retries fired back-to-back within ~1s and gave up — killing the media\nsession mid-upload.\n\nChanges:\n- START_MAX_RETRIES=8 (separate from invoke's MAX_\n[…]\nOSError/TimeoutError/\n  InternalServerError/ServiceUnavailable) retry with backoff; permanent\n  RPCErrors (CONNECTION_LAYER_INVALID, auth) fail fast without wasting\n  retries or masking the real cause",
          "is_bot": false,
          "headline": "Harden Session.start() retries: backoff + longer timeouts + fail-fast",
          "author_name": "アイリス",
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          "body": "Root cause of gradual upload decay to kbps over long-running sessions:\n\nThe restart() reconnect throttle (RECONNECT_THRESHOLD=60s) slept BEFORE\ncalling stop(), while is_connected stayed SET. During that window,\nin-flight invoke()/send() calls poured data into a dead socket and only\nfailed after the \n[…]\ncorrupt/truncated\n  uploads)\n- queue.join() before returning success so we never return an InputFile\n  referencing still-in-flight parts\n- surface real upload errors instead of silently returning None",
          "is_bot": false,
          "headline": "Fix upload speed decay: reconnect throttle stalled active transfers",
          "author_name": "アイリス",
          "author_login": "irisXDR",
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          "is_bot": false,
          "headline": "Fix time.time() call in restart() — bare time() was module, not callable",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-10T13:45:02Z",
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          "body": "Session.start() had a while True: loop that silently caught\n(OSError, TimeoutError, RPCError) and retried forever. When the\nsame session string is used on multiple instances, the DC may\nreturn an RPCError (not just AuthKeyDuplicated), which fell into\nthis retry trap.\n\nSince gather(start_bot, start_u\n[…]\n no error logged, no timeout,\nno crash.\n\nFix: added retry counter (capped at MAX_RETRIES=5) with proper\nWARNING logs so users can see what's failing and the error doesn't\nsilently swallow the startup.",
          "is_bot": false,
          "headline": "Fix Session.start() infinite retry loop on RPCError",
          "author_name": "アイリス",
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          "author_name": "アイリス",
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          "oid": "477271e3e05b0f8a526ad1426058d7dec90c6bf6",
          "body": "Re-add FileStorage and MemoryStorage as thin SQLiteStorage subclasses\nso existing .session files from old pyroblack and other Pyrogram-family\nforks work without migration.\n\n- FileStorage: file-based .session storage (session_string + in_memory=False)\n- MemoryStorage: in-memory :memory: storage (sess\n[…]\nork's modern sqlite3 base)\n- Same .session file schema — zero migration needed\n\nRestored dependencies:\n- aiosqlite-black (required by old codebases)\n- pymediainfo-pyroblack (required by old codebases)",
          "is_bot": false,
          "headline": "Restore backward-compatible FileStorage, MemoryStorage + deps",
          "author_name": "アイリス",
          "author_login": "irisXDR",
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          "oid": "ee60e8f6ca22471162b3d5055ff8397603e77089",
          "body": "Rebase pyroblack onto the latest PyroTGFork base (v2.2.24, Layer 227)\nfor massive speed improvements while preserving all eyMarv unique features.\n\nPorted features:\n- Session: instant_stop, restart_lock + RECONNECT_THRESHOLD, is_started\n- Session: invoke_err_handler hook on retry/timeout paths\n- Stor\n[…]\nerror classes\n\nBase: PyroTGFork v2.2.24 — Layer 227 API schema\nBranding: pyroblack 2.8.0, updated README and pyproject.toml\nDependencies: Cleaned to pyaes + pysocks only (no aiosqlite, no pymediainfo)",
          "is_bot": false,
          "headline": "pyroblack v2.8.0 — Rebuilt on PyroTGFork Layer 227",
          "author_name": "アイリス",
          "author_login": "irisXDR",
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          "oid": "21b8706283cc0c89119e71ceb8f973b7eb39a2b7",
          "body": "Remove unnecessary indentation from the parsed_message Message object creation and the subsequent sender_chat assignment. This aligns the code with proper scope nesting.",
          "is_bot": false,
          "headline": "Fix indentation of Message parsing block",
          "author_name": "アイリス",
          "author_login": "irisXDR",
          "committed_at": "2026-07-06T07:32:27Z",
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          "oid": "abf2aca7dc74ed8ac1b23d8bbc13397bf67151d5",
          "body": null,
          "is_bot": false,
          "headline": "Fix DL progress",
          "author_name": "地獄の火の悪魔",
          "author_login": "irisXDR",
          "committed_at": "2026-06-17T05:31:26Z",
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        },
        {
          "oid": "330a431a27f6eab1270b265ebf01ea5bdf8ffdca",
          "body": "- Introduce multi-session pool for media transfers (download/upload)\n  with configurable max_download_workers (default 4), enabling\n  parallel chunk fetching across multiple TCP sessions per DC\n- Refactor get_file() with pipelined concurrent chunk dispatch and\n  proper in-flight task tracking and ca\n[…]\ntion\n- Clean up dead imports, commented code, and redundant docstrings\n  across compiler, crypto, file_id, session, and utilities modules\n\nInspired-by: rejected PR #4 by @Cobbn\n\nSigned-off-by: irisXDR",
          "is_bot": false,
          "headline": "PyroBlack v2.7.6 — parallel media sessions & network optimizations",
          "author_name": "地獄の火の悪魔",
          "author_login": "irisXDR",
          "committed_at": "2026-05-10T06:05:02Z",
          "body_truncated": true,
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        },
        {
          "oid": "d9ff4f30b6ed37e29519c7020176ea99243333c5",
          "body": "- Upload pipeline: increase is_big threshold to 100 MB, reduce pool to\n  2 sessions x 10 workers for optimal parallelism without Telegram-side\n  throttling. Add async preload via run_sync for non-blocking chunk reads\n  with proper task lifecycle (cancel on EOF, cleanup in finally). Remove\n  upload_b\n[…]\n tracking.\n- Client tuning: increase WORKERS to min(64, cpu+4), MAX_CONCURRENT_\n  TRANSMISSIONS to 1000. Remove upload_boost parameter. Add\n  updates_invoke_error attribute. Deduplicate error imports.",
          "is_bot": false,
          "headline": "PyroBlack 2.7.5",
          "author_name": "地獄の火の悪魔",
          "author_login": "irisXDR",
          "committed_at": "2026-05-08T04:29:06Z",
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          "oid": "2dd0ea915f6e073e41de37d54f8c16e8239f4bf5",
          "body": null,
          "is_bot": false,
          "headline": "await giveaway types parse",
          "author_name": "Marvin",
          "author_login": "eyMarv",
          "committed_at": "2025-10-08T09:41:04Z",
          "body_truncated": false,
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "2.7.4",
          "author_name": "eyMarv",
          "author_login": "eyMarv",
          "committed_at": "2025-10-06T18:19:42Z",
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          "is_bot": false,
          "headline": "fix",
          "author_name": "eyMarv",
          "author_login": "eyMarv",
          "committed_at": "2025-10-06T18:19:21Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "pyroblack v2.7.3",
          "author_name": "eyMarv",
          "author_login": "eyMarv",
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "Black code format",
          "author_name": "eyMarv",
          "author_login": "eyMarv",
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          "is_bot": false,
          "headline": "Change log level to debug for recovery gaps if skip_updates enabled",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T18:04:40Z",
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          "headline": "Update main_api.tl",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T18:03:40Z",
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          "is_bot": false,
          "headline": "Added support for setting email during authorization",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
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          "headline": "Add some errors to known errors",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:56:29Z",
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          "is_bot": false,
          "headline": "Add set_inactive_session_ttl method",
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "Fix ChannelInvalid on fetching replies",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:42:41Z",
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "Extract recover gaps from client",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:39:37Z",
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          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "Fix parsing business location",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:37:44Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Fix recv method to handle uninitialized reader",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:36:56Z",
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          "oid": "3e1feb1499bd045a6553a9d4af909da2b8ec7e91",
          "body": "Signed-off-by: eyMarv <eyMarv07@gmail.com>",
          "is_bot": false,
          "headline": "Fix recover_gaps",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:36:48Z",
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          "oid": "d41f69e36aae262e58b01b1c590477c6f6226593",
          "body": null,
          "is_bot": false,
          "headline": "Update API schema to Layer 211",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:35:40Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Add USER_DISALLOWED_STARGIFTS error to known errors",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:35:35Z",
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          "oid": "124415fc71b601d1bd0ea8bf1f147a130b1dfc2e",
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          "is_bot": false,
          "headline": "Update API schema to Layer 210",
          "author_name": "KurimuzonAkuma",
          "author_login": "KurimuzonAkuma",
          "committed_at": "2025-10-06T17:30:59Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Warn user if a video note will be treated as a video (#201)",
          "author_name": "Danipulok",
          "author_login": "Danipulok",
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              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 13135
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "13,135 downloads/month across pypi",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 13135,
                      "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": 56,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "weak",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 99,
              "top_contributor_share": 0.756
            },
            "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 76% of commits",
                "points": 5.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 76
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "99 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 99
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "weak",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "merged_prs": 4,
              "open_issues": 0,
              "closed_issues": 0,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 2,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "4/6 decided PRs merged",
                "points": 20,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 4,
                      "decided": 6
                    }
                  }
                ],
                "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 2/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "followers": 35,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "eyMarv",
              "public_repos": 41,
              "account_age_days": 2398
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "35 followers of eyMarv",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 35,
                      "login": "eyMarv"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "41 public repos, account ~6 yr old",
                "points": 23.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 41
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pyroblack"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "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 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "116 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 116
                    }
                  }
                ],
                "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": "weak",
        "name": "Engineering Quality",
        "value": 49,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "weak",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://eymarv.github.io/pyroblack-docs",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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://eymarv.github.io/pyroblack-docs",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 24,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At Risk ceiling of 34.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 34,
                  "pct": 50
                }
              }
            ],
            "value": 24,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.9,
              "high_risk_jurisdiction_cap": 34,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 24,
              "security_posture_before_jurisdiction": 49
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 2/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow 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 not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Russia"
                }
              ],
              "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": 18
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Russia"
                    }
                  }
                ],
                "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": "weak",
        "name": "AI Readiness",
        "value": 48,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.47,
              "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": "47 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 25.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "pyrogram/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pyrogram/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": 315740,
              "source_files_sampled": 1121,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (pyrogram/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "pyrogram/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/1121 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1121,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": 8
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "tags",
          "label": "library",
          "source": "tag:library",
          "weight": 2
        }
      ],
      "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",
    "Community profile unavailable",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:pyroblack@3.0.3; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T18:19:25.208883Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/eyMarv/pyroblack.svg",
  "full_name": "eyMarv/pyroblack",
  "license_state": "standard",
  "license_spdx": "LGPL-3.0"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.