公开记录良好
软件健康报告模式 0.30.0 · 指标 2.5.0 · 2026-08-03 18:32 UTC
brightio / penelope
Penelope Shell Handler
brightio/penelope 的健康指数为 100 分中的 65 分，处于「良好」区间。 其得分最高的类别是Vitality（88/100），最低的是AI Readiness（12/100）。 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。
65
总分 / 100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。
65
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）
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 60 经校准后在公布的指数量表上为 65（记录校准 2026-08-02）。
所有权
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 |
|---|---|---|---|---|---|---|
| PyPI | penelope-shell-handler | 0.21.0 | 599 | 5 | 46 天前 | reverse-shellttyptyrcectfctf-toolsoscpshell-handlerhacktheboxoscp-toolstryhackme |
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？
88
开发活跃度
90优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 25.6/36 | 提交节奏 — 52 周中有 37 周有提交 |
| 18/18 | 提交量 — 最近一年 249 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 249 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 37 |
发布纪律
84优秀
评分方式
| 27/27 | 有发布版本 — 已发布 12 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 46 天前 |
| 12.6/27 | 发布节奏 — 约每 166.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 12 |
| latest_release_tag | v0.21.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 46 |
| mean_days_between_releases | 166.5 |
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？
70
流行度与采用
80优秀
评分方式
| 53.4/60 | 星标 — 1,968 个星标 |
| 19.6/25 | 复刻 — 227 个复刻 |
| 7.4/15 | 关注者 — 22 位关注者 |
所用输入
| forks | 227 |
| stars | 1,968 |
| watchers | 22 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（GPL-3.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 6 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | shields.io |
| has_pull_request_template | 是 |
生态采用（下载量）
46薄弱
评分方式
| 37/80 | 月度下载量 — pypi 合计每月 599 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
| packages | penelope-shell-handler |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 599 |
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？
60
维护者韧性（巴士系数）
30存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.9/22.5 | 提交分布 — 头号贡献者编写了 92% 的提交 |
| 13.5/13.5 | 贡献者广度 — 15 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 15 |
| top_contributor_share | 0.915 |
议题与 PR 响应能力
71良好
评分方式
| 40.5/42 | 议题解决 — 96% 的议题已关闭 |
| 21/30 | PR 接受 — 已裁定的 PR 中 28/40 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 28 |
| open_issues | 3 |
| closed_issues | 81 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | 0.964 |
| closed_unmerged_prs | 12 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
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。
所有权与托管责任
54中等
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 |
| 15.1/25 | 所有者影响力 — brightio 有 125 位关注者 |
| 18.2/25 | 既往记录 — 6 个公开仓库，账户约 6 年 |
所用输入
| followers | 125 |
| owner_type | User |
| is_verified | — |
| owner_login | brightio |
| public_repos | 6 |
| account_age_days | 2,266 |
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。
软件包维护
100卓越
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 46 天前 |
| 20/20 | 版本历史 — 5 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
| packages | penelope-shell-handler |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 46 |
工程质量
基础的工程与文档实践是否到位？
42
工程实践
30存在风险
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 0/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 否 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
60中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 11 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | pty, tty, ctf-tools, rce, ctf, reverse-shell, shell-handler, hackthebox, oscp, oscp-tools, tryhackme |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
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？
49
安全态势
49薄弱
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.9 |
已排除计分（无数据或不适用）：ci_tests, signed_releases。 其余权重已重新归一化。
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。
12
AI 代理上下文与指引
11危急
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） |
| 10.7/40 | 可读的提交历史 — 100 次人类提交中有 20 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.2 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 0/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 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 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 否 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
41薄弱
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 41.2/55 | 可控的文件大小 — 采样的 4 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 240,876 |
| source_files_sampled | 4 |
| oversized_source_files | 1 |
关键数据
1,968GitHub 星标
15贡献者
249最近 12 个月提交数
0距最近推送天数
12发布版本数
1巴士系数（bus factor）
3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
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 0 ★ / 227 ⇿
0Star
227Fork
12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。
主版本 0次版本 6修订 6
每个点涵盖 5 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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 1
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 1 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 |
|---|---|---|---|
| PyPI | setuptools | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"pty",
"tty",
"ctf-tools",
"rce",
"ctf",
"reverse-shell",
"shell-handler",
"hackthebox",
"oscp",
"oscp-tools",
"tryhackme"
],
"is_fork": false,
"size_kb": 629,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 628,
"Python": 248105
},
"pushed_at": "2026-08-03T02:06:17Z",
"created_at": "2021-06-05T20:32:27Z",
"owner_type": "User",
"updated_at": "2026-08-03T16:03:33Z",
"description": "Penelope Shell Handler",
"is_archived": false,
"is_disabled": false,
"license_spdx": "GPL-3.0",
"default_branch": "main",
"license_spdx_raw": "GPL-3.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "brightio",
"company": null,
"location": "Greece",
"followers": 125,
"avatar_url": "https://avatars.githubusercontent.com/u/65655412?v=4",
"created_at": "2020-05-20T09:44:20Z",
"is_verified": null,
"public_repos": 6,
"account_age_days": 2266
},
"license": {
"state": "standard",
"spdx_id": "GPL-3.0",
"raw_spdx": "GPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.21.0",
"kind": "minor",
"published_at": "2026-06-17T22:43:56Z"
},
{
"tag": "v0.20.0",
"kind": "minor",
"published_at": "2026-05-30T22:27:17Z"
},
{
"tag": "v0.19.1",
"kind": "patch",
"published_at": "2026-03-12T08:05:30Z"
},
{
"tag": "v0.18.0",
"kind": "minor",
"published_at": "2026-01-11T19:27:57Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2025-12-29T14:33:47Z"
},
{
"tag": "v0.14.14",
"kind": "patch",
"published_at": "2025-12-12T22:28:36Z"
},
{
"tag": "v0.14.8",
"kind": "patch",
"published_at": "2025-09-08T00:23:50Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2023-10-28T13:31:30Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2022-12-18T13:47:31Z"
},
{
"tag": "v0.8.5",
"kind": "patch",
"published_at": "2022-05-11T14:55:16Z"
},
{
"tag": "v0.8.4",
"kind": "patch",
"published_at": "2022-01-24T14:09:36Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2022-01-24T13:47:36Z"
}
],
"recent_commits": [
{
"oid": "d319c75e103ed3d9232cd9889ff6e474ac937f8c",
"body": null,
"is_bot": false,
"headline": "Fix a bug in non-agent download",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-08-03T02:05:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e270ea3184be45da4b50206e05462a1e0ec2a6e",
"body": null,
"is_bot": false,
"headline": "Set default file transfer compression level to 1",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-08-03T00:31:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c8bc6ef0afc961a820a40936edc9e414f151311f",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.8",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-29T07:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00af8466361219621437bd9a478288b309087d54",
"body": null,
"is_bot": false,
"headline": "Version bump",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-29T07:49:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c12f1e5a6b3ff0b8eacc28939804078b2b8eef7",
"body": null,
"is_bot": false,
"headline": "Improve Stream cleanup on Session.exec()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-29T07:43:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11e86d91bd442f6dead7e41623786bcaae133c96",
"body": null,
"is_bot": false,
"headline": "Fix a bug in portfwd",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-29T04:24:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f4ef913f29f6dd051534f646745c7e5089cc120",
"body": null,
"is_bot": false,
"headline": "Fix multiple edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-21T22:21:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e13f013b4cbb3cff62e3db2f27c9e602ff23714",
"body": null,
"is_bot": false,
"headline": "Improve Windows download",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-21T01:55:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44b685bd1226529f591b63fd4e7bb738bf2e0e7a",
"body": null,
"is_bot": false,
"headline": "Enable autocompletion for short commands",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-20T23:58:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc7834e9ecf9a65768f8dff04585df8b921e47aa",
"body": null,
"is_bot": false,
"headline": "Improve autocompletion",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-20T22:29:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ff04650ac0d7b59089fd6c027ae210b7c0e0307",
"body": null,
"is_bot": false,
"headline": "Fix a bug in agent upload progress",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-20T21:23:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8500eed38d1d9d0d9bc67941a5cf897de7d0539c",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-20T01:17:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8371a6f56f0215d48df6fee6fbd9eef041dbd220",
"body": null,
"is_bot": false,
"headline": "Fix a session.logfile race condition",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-19T01:00:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "533bb91ffa6f125e8f0e461cc81ad5c7990db608",
"body": null,
"is_bot": false,
"headline": "Fix a bug in download -o",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-19T00:47:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f8e5040a131b296ab787b6c5ab217b6de926c47",
"body": null,
"is_bot": false,
"headline": "Fix an MCP bug",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-18T23:13:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fd213f285dd60d06fb8f21ee7e21caa928234d2",
"body": null,
"is_bot": false,
"headline": "Update section title from 'Sample Typical Usage' to 'Typical Usage'",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-18T21:32:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0126c3aa9e7fe331cbd75fc728ba3c077f25e3ca",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-18T19:20:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "422597a751199b9a1d749cd6e5d76b921812e1fb",
"body": null,
"is_bot": false,
"headline": "Minor fixes",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-18T01:38:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3229e4510e47ce23d26d57f0c8f11eebbe5e32c6",
"body": null,
"is_bot": false,
"headline": "Improve url_to_bytes helper function",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-16T22:41:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b3ae6de0bd4b2031b758b8eb66296a2599d0ab5",
"body": null,
"is_bot": false,
"headline": "Improve Fileserver upload",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-16T21:53:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f7f8bf4f11bca9cb1ddc125ec36be48191d6fc7",
"body": null,
"is_bot": false,
"headline": "Multiple improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-16T01:34:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09653901e216b0f956987833ff72c2469d4da007",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.7",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-15T16:11:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fd07eb3f77f8e672e37e1ca7a175b8b3b6384c0",
"body": null,
"is_bot": false,
"headline": "Fix a bug in Windows download",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-15T16:11:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b246ddc5bb05166de8893a3c6652da10bc9b1615",
"body": null,
"is_bot": false,
"headline": "Improve file autocompletion for Windows targets",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-15T00:10:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e86a637ec969377aac55c0a1a98517e6bc1d5a1b",
"body": null,
"is_bot": false,
"headline": "Add -o switch to download command to set the download folder",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-14T23:20:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55db4195e7dfe3fdaa81b8339a889af6f51e0af9",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-13T23:10:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2056d0fb69a5f50a98e416a51c873a15b5c33ee",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-13T09:46:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3050d3918b6114918fd44eaddc28b4d69b549f53",
"body": null,
"is_bot": false,
"headline": "Fix a bug in Session.download()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-13T07:46:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60331d98ae682e07cfa2653ef2b3a2088a1c8d6f",
"body": null,
"is_bot": false,
"headline": "Introduce lcd menu command",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-13T07:06:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39ae319ca5709422f2be5d83ff26cf099ed911ce",
"body": null,
"is_bot": false,
"headline": "Clean up code",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-13T06:39:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f56e1da743f81989c3bc4db20100091e186e234",
"body": null,
"is_bot": false,
"headline": "Add --no-disk switch",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-12T19:51:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28c447fe5a80067fefcd68b7a42c595f37ec7f3b",
"body": null,
"is_bot": false,
"headline": "Fix a bug in meterpreter module",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-12T00:15:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae41548b32b93a2ce92c7f6bc512f8c891e11285",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.6",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-12T00:08:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6dc2a4b1025de4cfcbe0c27170b9c312c96d64ed",
"body": null,
"is_bot": false,
"headline": "Multiple improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-12T00:07:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2be0cc84f60f8f27a0ac5452def2afbe0dad15a2",
"body": null,
"is_bot": false,
"headline": "Improve Session.spawn()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-11T20:24:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "545f1b71027cda8232945c5129c73a8bf37363bf",
"body": null,
"is_bot": false,
"headline": "Introduce Session.exec_tmp()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-11T20:04:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "82ee9b98117414806c5fbaacf9437b2a66a62907",
"body": null,
"is_bot": false,
"headline": "Improve Session.determine()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-11T01:31:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ec552a71b9c2bf90d0c6ab12ddc75e06e84c9c04",
"body": null,
"is_bot": false,
"headline": "Support non persistent shells",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-10T21:13:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b6606d058d4893a9bd292d392788fbc30493f3d",
"body": null,
"is_bot": false,
"headline": "Fix a bug in Session.determine()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-10T17:40:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c4c71017a489d0e950453a39daf3dd1577481a7",
"body": null,
"is_bot": false,
"headline": "Improve Session.determine()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-07T12:09:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "419a4fcf395447ea3f978179bedf5043953801ba",
"body": null,
"is_bot": false,
"headline": "Multiple improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-06T20:04:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07a247a32e632f6fe19db3cf6a5e8a2ec28b3905",
"body": null,
"is_bot": false,
"headline": "Improve PBar",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-03T21:46:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef064799f8292906742838b233a4ff1376112e25",
"body": null,
"is_bot": false,
"headline": "Introduce signal metrics",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-03T19:15:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07cac6d8a5d0d5d97ceaabc47aa2525b80b5c27b",
"body": null,
"is_bot": false,
"headline": "Improve socket handling",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-03T02:28:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff94bc44047c69252857a239e80f0df4629c9db1",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.5",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-03T01:13:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "836e68494cb9de71befa71f5e2abfabbac0287df",
"body": null,
"is_bot": false,
"headline": "Improve agent stability and Stream handling",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-03T01:13:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed6b813074777d8106e72382cc49f573f24ba2f6",
"body": null,
"is_bot": false,
"headline": "Fix edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-02T22:55:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45479a05317dc9dae63bdd8f98ce23076e10221f",
"body": null,
"is_bot": false,
"headline": "Fix a few edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-07-01T00:15:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a46457013e49638e1bdb39379a884ad2ac5a8c2",
"body": "Add fullpowers and enablealltokenprivs tools",
"is_bot": false,
"headline": "Merge pull request #141 from halilkirazkaya/new-tools",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-30T11:43:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5942eedf0d5284338e7c29ce8a4045a4fd763172",
"body": null,
"is_bot": false,
"headline": "Update URL for enablealltokenprivs script",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-30T11:40:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6006cd1e605dc6a5ee8f878962a14d7b96cbd27",
"body": null,
"is_bot": false,
"headline": "Add fullpowers and enablealltokenprivs tools",
"author_name": "halilkirazkaya",
"author_login": "halilkirazkaya",
"committed_at": "2026-06-30T10:49:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3047c37504d3ef32695aa0afcc710a199c0f11a9",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-30T02:15:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8466c9cfdb7d8d95a7c8ef581a6e465df6797d7",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.4",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-28T18:31:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5723569da73ae65b6110830ca3364c63a48dcb4d",
"body": null,
"is_bot": false,
"headline": "Improve select guard on core.loop()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-28T18:31:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78527f426d9fbc7d57075952e728330db57e26d7",
"body": null,
"is_bot": false,
"headline": "Improve Session.maintain()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-28T12:37:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92d3aaee564c978f5f7d562cc8cba66c946ac4f6",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.3",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-27T22:11:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b737175dc8f942ec50ec841d009a7321dd47fc9",
"body": null,
"is_bot": false,
"headline": "Add upload functionality to FileServer",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-27T22:10:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7df4f01bed5bf9e1f00128398b8907f5f72e591f",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of github.com:brightio/penelope",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-27T20:50:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d5650da0438183e8ccbe20cb55e8c06ee2ac828",
"body": null,
"is_bot": false,
"headline": "Fix a bug in portfwd",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-27T20:50:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "384a53c037d4acca6327676211a44ca68978d344",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.2",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-26T21:51:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70e0f25bc8848d12f055417bd64e33f05437cab7",
"body": null,
"is_bot": false,
"headline": "Improve portfwd",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-26T21:50:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "377a791539775a997bd79f30260b6f2e6fa02657",
"body": null,
"is_bot": false,
"headline": "Fix a bug in local portfwd",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-26T18:53:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1924a33c61b8ccf7335ce091db846daa07c45f9c",
"body": "…fallback\n\nFall back to curl/PowerShell when certutil is missing on Windows",
"is_bot": false,
"headline": "Merge pull request #139 from noderaven/fix/windows-download-certutil-…",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-24T19:06:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2da8ca9abe540617c9dcb53c6a499cfe547ad68d",
"body": "The PowerShell tier of the certutil/curl/PowerShell fallback chain\nwas passing the URL and destination as single-quoted strings:\n\n powershell -nop -c \"...DownloadFile('URL','DEST')\"\n\nPenelope's exec() with force_cmd=True wraps the whole chain in\ncmd /c '...' for PowerShell sessions. The inner sin\n[…]\nrtutil and curl\nwere unavailable.\n\nUse backslash-escaped double quotes so the outer cmd /c '...'\nwrapper stays balanced and the PowerShell tier fires correctly\nwhen both certutil and curl are missing.",
"is_bot": false,
"headline": "Use double quotes for PowerShell tier args in the Windows fallback",
"author_name": "noderaven",
"author_login": "noderaven",
"committed_at": "2026-06-24T16:43:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ac8e28167bc270a785f7a489197bb8698937bbae",
"body": "Windows file download and upload relied solely on certutil to fetch\nthe bootstrap payload from Penelope's HTTP server. On targets where\ncertutil is absent or blocked, transfers failed outright. Wrap the\nfetch in a certutil -> curl -> PowerShell WebClient fallback chain so\nthe transfer succeeds as long as any one tool is available.\n\nFix #123",
"is_bot": false,
"headline": "Fall back to curl/PowerShell when certutil is missing on Windows",
"author_name": "noderaven",
"author_login": "noderaven",
"committed_at": "2026-06-24T03:07:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f6c09fe6f4340c0781148938781198414119f30",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of github.com:brightio/penelope",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-22T21:55:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1eec830f05863585bf294ce9966cbb81d014560a",
"body": null,
"is_bot": false,
"headline": "Remove old MCP server",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-22T21:54:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56576d80d98334def2a7d8c2a97a5f1b0ef10da1",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.1",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-22T21:30:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5c60a38c4d320eb69e42531474a4f4dde8de4645",
"body": null,
"is_bot": false,
"headline": "Improve MCPServer",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-22T21:30:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aecfa8f19cdfe74e8a49164387842f20ec6866df",
"body": null,
"is_bot": false,
"headline": "Add security considerations section to README. Fix #128",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-22T19:58:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b1cb3c86885dc45291f8475092b70041b4e14da",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.21.0",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-17T22:43:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f196b90cfe53ba279e34b8ca83c8ca97097a53e",
"body": null,
"is_bot": false,
"headline": "Minor improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-17T22:43:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "933996467fa7140ad48c40ec2699af3c77c722c3",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-17T22:06:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08c9b96257e9cb55d686e3a7979aab04aa0372e0",
"body": null,
"is_bot": false,
"headline": "Implement options.max_sessions (Max active sessions per host). Fix #127",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-17T21:36:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "94364b7a40d70378ba23792b97c2b4014f0481af",
"body": null,
"is_bot": false,
"headline": "Fix a DoS in Session.kill()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-16T16:58:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1116a5080b3510b74c1ca4dd914f2ec3760c0a01",
"body": null,
"is_bot": false,
"headline": "Fix a few exceptions",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-16T10:32:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4d4e3b2a65be0141dae3862113f30abaaf8a2ca",
"body": null,
"is_bot": false,
"headline": "Fix a few edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-15T23:18:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0008117ae54def125c28bc1afab6a6a373e92dd",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.20.5",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-15T16:48:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6223b0346a00f766c8bce59f15057b02184e1cd7",
"body": null,
"is_bot": false,
"headline": "Multiple improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-15T16:48:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7623c714a22f01d5acc302f31b36b388fe4d0a7",
"body": null,
"is_bot": false,
"headline": "Add progress bar for file transfers on agent sessions",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-15T01:33:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b219b2774ba6e43df2e110e294152525f19e98ff",
"body": null,
"is_bot": false,
"headline": "Improve Session.download()",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-14T20:23:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5352490c0d13b3d983a072d630f112fecad398f1",
"body": null,
"is_bot": false,
"headline": "Add progress bar for file transfers on non-agent sessions",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-14T17:35:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca3b4ccbfb8b8c5c193d01ebcdbfa640249b1e90",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of github.com:brightio/penelope",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-14T00:36:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "54961843e9a5e485d1f6e4f9bd1ec2e7b4e39036",
"body": null,
"is_bot": false,
"headline": "Fix a few bugs",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-14T00:35:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07ae1d2680b8808952ff47a7f24375e2eb4e1f38",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.20.4",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T21:29:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "247e36367e735103d00fdb3ead85fe9663ef919d",
"body": null,
"is_bot": false,
"headline": "Improve macOS support",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T21:29:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15d9cf09c0ba2da70d4a97bc1dfce708b4dee444",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of github.com:brightio/penelope",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T01:26:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0394eb9a5c411d924dbc91699b6775be2f0f14d0",
"body": null,
"is_bot": false,
"headline": "Improve Open function",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T01:26:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57f0a206a53f909064e1306ab3c799cc6f74da9e",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.20.3",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T00:06:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e45008ff764174fb5831389de08a7b39c82b5ca5",
"body": null,
"is_bot": false,
"headline": "Fix a few edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-13T00:05:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c628e92c7ede73b690ce57fe8583ae6d74e9ab2",
"body": null,
"is_bot": false,
"headline": "Fix a few edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-12T20:21:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cbf5c82501289ab9f55a29d76260796e956e532",
"body": null,
"is_bot": false,
"headline": "Fix bugs in a few edge cases",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-12T19:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8f27464f19b7f335246838ac1501022efd9db53e",
"body": "…brightio/penelope/discussions/131",
"is_bot": false,
"headline": "Ditch script & socat fallback support. Reference: https://github.com/…",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-12T14:36:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe7e6c93f8dfb2c2ee37a1df24fda52a0d4bcf11",
"body": "Removed unused 'time' import from exploit_socket_reuse.py",
"is_bot": false,
"headline": "Remove unused import of 'time'",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T21:56:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9d78ceaefdcfb60ee68ad97d3f1ce756602fc94",
"body": null,
"is_bot": false,
"headline": "Update link to exploit examples in README",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T21:52:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e50daa5aeca907e7e6de4d5e9272a26041afa418",
"body": null,
"is_bot": false,
"headline": "Add exploit_socket_reuse.py",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T21:46:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "371ab061e4c461a69226e3b94df2e558a57f5aa4",
"body": null,
"is_bot": false,
"headline": "Improve exploit documentation. (Fix #130)",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T21:44:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f745d073e8b6e026f05d52c0f3e57dd9526d4f5",
"body": null,
"is_bot": false,
"headline": "Improve exploit documentation",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T19:56:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57355a359885a9f8a761199b96e90ed0405a3800",
"body": null,
"is_bot": false,
"headline": "chore: sync version to 0.20.2",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T02:04:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bcc0c2883a6f830c44cef56b219ee034b3ee1f46",
"body": null,
"is_bot": false,
"headline": "Bug fixes and improvements",
"author_name": "brightio",
"author_login": "brightio",
"committed_at": "2026-06-10T02:03:38Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 12,
"commits_last_year": 249,
"latest_release_at": "2026-06-17T22:43:56Z",
"latest_release_tag": "v0.21.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 37,
"days_since_latest_release": 46,
"mean_days_between_releases": 166.5
},
"artifacts": {
"collected": true,
"structure": [],
"declarations": [
{
"name": "penelope-shell-handler",
"path": "pyproject.toml",
"tokens": [
"pypi.console_scripts"
],
"ecosystem": "pypi"
}
]
},
"community": {
"has_readme": true,
"has_license": true,
"readme_badges": {
"hosts": [
"shields.io"
],
"total": 6,
"header": 6,
"collected": true,
"has_inspect_badge": false
},
"has_description": true,
"has_contributing": true,
"health_percentage": 85,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "penelope-shell-handler",
"exists": true,
"license": "GPL-3.0-or-later",
"keywords": [
"reverse-shell",
"tty",
"pty",
"rce",
"ctf",
"ctf-tools",
"oscp",
"shell-handler",
"hackthebox",
"oscp-tools",
"tryhackme",
"Development Status :: 4 - Beta",
"Intended Audience :: Information Technology",
"License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)",
"Programming Language :: Python :: 3",
"Topic :: Security"
],
"ecosystem": "pypi",
"categories": [],
"matches_repo": true,
"registry_url": "https://pypi.org/project/penelope-shell-handler/",
"declared_type": null,
"is_deprecated": false,
"latest_version": "0.21.0",
"repository_url": "https://github.com/brightio/penelope",
"versions_count": 5,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 599,
"first_published_at": "2025-12-29T14:34:01.432256Z",
"latest_published_at": "2026-06-17T22:44:20.201489Z",
"latest_version_yanked": null,
"days_since_latest_publish": 46
}
]
},
"popularity": {
"forks": 227,
"stars": 1968,
"watchers": 22,
"fork_history": {
"days": [
{
"date": "2021-06-07",
"count": 1
},
{
"date": "2021-06-09",
"count": 1
},
{
"date": "2021-08-30",
"count": 1
},
{
"date": "2021-09-07",
"count": 1
},
{
"date": "2021-09-08",
"count": 2
},
{
"date": "2021-09-09",
"count": 1
},
{
"date": "2021-09-13",
"count": 3
},
{
"date": "2021-09-14",
"count": 1
},
{
"date": "2021-09-18",
"count": 1
},
{
"date": "2021-09-19",
"count": 1
},
{
"date": "2021-09-24",
"count": 1
},
{
"date": "2021-09-29",
"count": 1
},
{
"date": "2021-09-30",
"count": 2
},
{
"date": "2021-10-01",
"count": 1
},
{
"date": "2021-10-04",
"count": 1
},
{
"date": "2021-10-12",
"count": 1
},
{
"date": "2021-10-15",
"count": 1
},
{
"date": "2021-10-26",
"count": 1
},
{
"date": "2021-10-31",
"count": 2
},
{
"date": "2021-11-01",
"count": 1
},
{
"date": "2021-11-05",
"count": 1
},
{
"date": "2021-11-29",
"count": 1
},
{
"date": "2022-01-19",
"count": 1
},
{
"date": "2022-01-24",
"count": 1
},
{
"date": "2022-01-27",
"count": 1
},
{
"date": "2022-02-01",
"count": 1
},
{
"date": "2022-02-03",
"count": 1
},
{
"date": "2022-02-27",
"count": 1
},
{
"date": "2022-03-20",
"count": 1
},
{
"date": "2022-07-09",
"count": 1
},
{
"date": "2022-07-25",
"count": 1
},
{
"date": "2022-09-25",
"count": 1
},
{
"date": "2022-10-20",
"count": 1
},
{
"date": "2022-10-23",
"count": 1
},
{
"date": "2022-12-11",
"count": 1
},
{
"date": "2023-01-25",
"count": 1
},
{
"date": "2023-01-30",
"count": 1
},
{
"date": "2023-02-02",
"count": 1
},
{
"date": "2023-02-15",
"count": 1
},
{
"date": "2023-03-26",
"count": 1
},
{
"date": "2023-03-28",
"count": 1
},
{
"date": "2023-07-04",
"count": 1
},
{
"date": "2023-09-22",
"count": 1
},
{
"date": "2023-10-26",
"count": 1
},
{
"date": "2023-12-06",
"count": 1
},
{
"date": "2024-02-15",
"count": 1
},
{
"date": "2024-03-28",
"count": 1
},
{
"date": "2024-04-22",
"count": 1
},
{
"date": "2024-05-08",
"count": 1
},
{
"date": "2024-07-01",
"count": 7
},
{
"date": "2024-07-02",
"count": 2
},
{
"date": "2024-07-03",
"count": 1
},
{
"date": "2024-07-04",
"count": 2
},
{
"date": "2024-07-05",
"count": 1
},
{
"date": "2024-07-11",
"count": 2
},
{
"date": "2024-07-13",
"count": 1
},
{
"date": "2024-07-14",
"count": 1
},
{
"date": "2024-08-25",
"count": 1
},
{
"date": "2024-09-27",
"count": 1
},
{
"date": "2024-10-02",
"count": 1
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-10-15",
"count": 1
},
{
"date": "2024-10-16",
"count": 1
},
{
"date": "2024-10-21",
"count": 1
},
{
"date": "2024-10-23",
"count": 1
},
{
"date": "2024-10-24",
"count": 1
},
{
"date": "2024-10-27",
"count": 1
},
{
"date": "2024-10-30",
"count": 1
},
{
"date": "2024-12-13",
"count": 1
},
{
"date": "2024-12-24",
"count": 1
},
{
"date": "2024-12-27",
"count": 1
},
{
"date": "2025-01-06",
"count": 1
},
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-01-30",
"count": 1
},
{
"date": "2025-02-02",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-04",
"count": 1
},
{
"date": "2025-02-06",
"count": 2
},
{
"date": "2025-02-07",
"count": 1
},
{
"date": "2025-02-08",
"count": 1
},
{
"date": "2025-02-09",
"count": 2
},
{
"date": "2025-02-14",
"count": 1
},
{
"date": "2025-02-23",
"count": 1
},
{
"date": "2025-03-03",
"count": 1
},
{
"date": "2025-03-30",
"count": 1
},
{
"date": "2025-04-01",
"count": 1
},
{
"date": "2025-04-07",
"count": 1
},
{
"date": "2025-04-24",
"count": 1
},
{
"date": "2025-06-11",
"count": 1
},
{
"date": "2025-07-02",
"count": 1
},
{
"date": "2025-07-18",
"count": 1
},
{
"date": "2025-08-20",
"count": 1
},
{
"date": "2025-08-31",
"count": 1
},
{
"date": "2025-09-02",
"count": 1
},
{
"date": "2025-09-05",
"count": 1
},
{
"date": "2025-09-11",
"count": 1
},
{
"date": "2025-09-14",
"count": 1
},
{
"date": "2025-09-19",
"count": 2
},
{
"date": "2025-09-25",
"count": 1
},
{
"date": "2025-10-01",
"count": 1
},
{
"date": "2025-10-13",
"count": 1
},
{
"date": "2025-10-14",
"count": 1
},
{
"date": "2025-10-16",
"count": 1
},
{
"date": "2025-10-18",
"count": 1
},
{
"date": "2025-10-19",
"count": 1
},
{
"date": "2025-10-25",
"count": 1
},
{
"date": "2025-10-27",
"count": 1
},
{
"date": "2025-10-29",
"count": 1
},
{
"date": "2025-11-01",
"count": 1
},
{
"date": "2025-11-05",
"count": 1
},
{
"date": "2025-11-14",
"count": 3
},
{
"date": "2025-11-15",
"count": 1
},
{
"date": "2025-11-20",
"count": 1
},
{
"date": "2025-11-29",
"count": 1
},
{
"date": "2025-12-02",
"count": 2
},
{
"date": "2025-12-03",
"count": 3
},
{
"date": "2025-12-04",
"count": 1
},
{
"date": "2025-12-08",
"count": 1
},
{
"date": "2025-12-11",
"count": 1
},
{
"date": "2025-12-22",
"count": 1
},
{
"date": "2025-12-23",
"count": 1
},
{
"date": "2025-12-24",
"count": 2
},
{
"date": "2025-12-25",
"count": 2
},
{
"date": "2025-12-29",
"count": 1
},
{
"date": "2025-12-30",
"count": 1
},
{
"date": "2026-01-08",
"count": 1
},
{
"date": "2026-01-17",
"count": 1
},
{
"date": "2026-01-18",
"count": 1
},
{
"date": "2026-01-21",
"count": 1
},
{
"date": "2026-01-23",
"count": 1
},
{
"date": "2026-02-02",
"count": 2
},
{
"date": "2026-02-09",
"count": 1
},
{
"date": "2026-02-10",
"count": 3
},
{
"date": "2026-02-16",
"count": 1
},
{
"date": "2026-02-19",
"count": 1
},
{
"date": "2026-02-22",
"count": 1
},
{
"date": "2026-02-23",
"count": 1
},
{
"date": "2026-02-25",
"count": 2
},
{
"date": "2026-02-26",
"count": 1
},
{
"date": "2026-03-01",
"count": 1
},
{
"date": "2026-03-09",
"count": 1
},
{
"date": "2026-03-14",
"count": 1
},
{
"date": "2026-03-16",
"count": 1
},
{
"date": "2026-03-19",
"count": 1
},
{
"date": "2026-03-26",
"count": 1
},
{
"date": "2026-04-14",
"count": 1
},
{
"date": "2026-04-17",
"count": 1
},
{
"date": "2026-04-20",
"count": 3
},
{
"date": "2026-04-21",
"count": 1
},
{
"date": "2026-05-04",
"count": 1
},
{
"date": "2026-05-07",
"count": 1
},
{
"date": "2026-05-12",
"count": 1
},
{
"date": "2026-05-18",
"count": 1
},
{
"date": "2026-05-29",
"count": 1
},
{
"date": "2026-05-31",
"count": 1
},
{
"date": "2026-06-03",
"count": 2
},
{
"date": "2026-06-04",
"count": 2
},
{
"date": "2026-06-05",
"count": 2
},
{
"date": "2026-06-06",
"count": 1
},
{
"date": "2026-06-07",
"count": 2
},
{
"date": "2026-06-09",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
},
{
"date": "2026-06-25",
"count": 1
},
{
"date": "2026-06-29",
"count": 10
},
{
"date": "2026-06-30",
"count": 2
},
{
"date": "2026-07-03",
"count": 1
},
{
"date": "2026-07-11",
"count": 1
},
{
"date": "2026-07-14",
"count": 1
},
{
"date": "2026-07-15",
"count": 1
},
{
"date": "2026-07-18",
"count": 2
},
{
"date": "2026-07-23",
"count": 1
},
{
"date": "2026-07-25",
"count": 1
},
{
"date": "2026-07-27",
"count": 1
},
{
"date": "2026-07-31",
"count": 1
},
{
"date": "2026-08-01",
"count": 1
},
{
"date": "2026-08-02",
"count": 3
}
],
"complete": true,
"collected": 223,
"total_forks": 227
},
"star_history": null,
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 240876,
"source_files_sampled": 4,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": "No resolved dependencies carried a version and a supported ecosystem",
"scope": "repository_graph",
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 1,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 1,
"direct_count": 0,
"indirect_count": 1
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 28,
"open_issues": 3,
"closed_ratio": 0.964,
"closed_issues": 81,
"closed_unmerged_prs": 12
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "brightio",
"commits": 410,
"avatar_url": "https://avatars.githubusercontent.com/u/65655412?v=4"
},
{
"type": "User",
"login": "strikoder",
"commits": 14,
"avatar_url": "https://avatars.githubusercontent.com/u/71812454?v=4"
},
{
"type": "User",
"login": "carlosmarq",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/10815214?v=4"
},
{
"type": "User",
"login": "halilkirazkaya",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/90972683?v=4"
},
{
"type": "User",
"login": "tuliperis",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/181785897?v=4"
},
{
"type": "User",
"login": "DystopianRescuer",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/10383549?v=4"
},
{
"type": "User",
"login": "noderaven",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/130021665?v=4"
},
{
"type": "User",
"login": "save196",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/32127070?v=4"
},
{
"type": "User",
"login": "aagor",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/5949701?v=4"
},
{
"type": "User",
"login": "opabravo",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/21262207?v=4"
}
],
"contributors_sampled": 15,
"top_contributor_share": 0.915
},
"quality_signals": {
"has_ci": true,
"has_tests": false,
"ci_workflows": [
"version-release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"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": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"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 0/30 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": 0,
"reason": "no 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": "30 commit(s) and 8 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": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "no SAST tool detected",
"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": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "d319c75e103ed3d9232cd9889ff6e474ac937f8c",
"ran_at": "2026-08-03T18:32:05Z",
"aggregate_score": 4.9,
"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": 0,
"authors_30d": 0,
"decided_30d": 0,
"sample_size": 40,
"window_days": 30,
"sample_exhausted": false,
"authors_probed_30d": 0,
"newcomer_merged_30d": 0,
"bot_prs_excluded_30d": 0,
"newcomer_authors_30d": 0,
"newcomer_decided_30d": 0
},
"ci_last_run_at": "2026-08-03T02:06:30Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-06-30T11:43:40Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 109,
"created_at": "2026-01-29T18:26:56Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 114,
"created_at": "2026-02-15T09:45:20Z",
"last_comment_at": "2026-02-15T11:02:35Z",
"last_comment_author": "brightio"
},
{
"number": 140,
"created_at": "2026-06-24T19:24:31Z",
"last_comment_at": "2026-06-24T20:17:10Z",
"last_comment_author": "noderaven"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/brightio/penelope",
"host": "github.com",
"name": "penelope",
"owner": "brightio"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 60,
"calibrated": 65,
"calibration": "2026-08-02"
}
}
],
"value": 65,
"inputs": {
"security": 49,
"vitality": 88,
"community": 70,
"governance": 60,
"calibration": "2026-08-02",
"engineering": 42,
"ai_readiness": 12,
"weighted_overall_raw": 60
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 88,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"commits_last_year": 249,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 37
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "37/52 weeks with commits",
"points": 25.6,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 37
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "249 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 249
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 8 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": 84,
"inputs": {
"releases_count": 12,
"latest_release_tag": "v0.21.0",
"releases_from_tags": false,
"days_since_latest_release": 46,
"mean_days_between_releases": 166.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "12 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 12
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 46 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 46
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~166.5 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 166.5
}
}
],
"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": 1,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 1 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 1
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 70,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"forks": 227,
"stars": 1968,
"watchers": 22,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,968 stars",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1968
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "227 forks",
"points": 19.6,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 227
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "22 watchers",
"points": 7.4,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 22
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": 6,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [
"shields.io"
],
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (GPL-3.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "GPL-3.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "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": 46,
"inputs": {
"packages": [
"penelope-shell-handler"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 599
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "599 downloads/month across pypi",
"points": 37,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 599,
"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": 60,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 30,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 15,
"top_contributor_share": 0.915
},
"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 92% of commits",
"points": 1.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 92
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "15 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 15
}
}
],
"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": 71,
"inputs": {
"merged_prs": 28,
"open_issues": 3,
"closed_issues": 81,
"prs_merged_7d": 0,
"prs_decided_7d": 0,
"prs_merged_30d": 0,
"prs_decided_30d": 0,
"issue_closed_ratio": 0.964,
"closed_unmerged_prs": 12,
"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": "96% of issues closed",
"points": 40.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 96
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "28/40 decided PRs merged",
"points": 21,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 28,
"decided": 40
}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 54,
"inputs": {
"followers": 125,
"owner_type": "User",
"is_verified": null,
"owner_login": "brightio",
"public_repos": 6,
"account_age_days": 2266
},
"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": "125 followers of brightio",
"points": 15.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 125,
"login": "brightio"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "6 public repos, account ~6 yr old",
"points": 18.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 6
}
},
{
"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": [
"penelope-shell-handler"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 46
},
"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 46 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 46
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "5 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 5
}
}
],
"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": 42,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"pty",
"tty",
"ctf-tools",
"rce",
"ctf",
"reverse-shell",
"shell-handler",
"hackthebox",
"oscp",
"oscp-tools",
"tryhackme"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "11 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 11
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"name": "Security",
"value": 49,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 49,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 9
},
"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": "critical",
"name": "AI Readiness",
"value": 12,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 11,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.2,
"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": "20 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 10.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 20,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "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": "weak",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 240876,
"source_files_sampled": 4,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/4 source files over 60KB",
"points": 41.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 4,
"oversized": 1
}
}
],
"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",
"application"
],
"labels": [
"cli",
"library"
],
"scores": {
"cli": 10,
"library": 6
},
"primary": "cli",
"evidence": [
{
"tier": "declared",
"label": "cli",
"source": "pypi.console_scripts",
"weight": 10
},
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
}
],
"artifacts": [
{
"path": "pyproject.toml",
"labels": [
"cli"
],
"ecosystem": "pypi"
}
],
"confidence": "high",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-08-03T18:32:17.503328Z",
"schema_version": "0.30.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/brightio/penelope.svg",
"full_name": "brightio/penelope",
"license_state": "standard",
"license_spdx": "GPL-3.0"
}