公开记录
软件健康报告模式 0.25.0 · 指标 1.13.0 · 2026-07-21 22:46 UTC

unmodeled-tyler / vessel-browser

Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.

TypeScriptMIT★ 116 星标⑂ 9 复刻始于 2026年3月在 GitHub 上查看 ↗

unmodeled-tyler/vessel-browser 的健康指数为 100 分中的 64 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(93/100),最低的是Security(35/100)。 最近一次更新在 3 天前。 近期的大部分工作由 1 位贡献者完成。

64
总分 / 100
中等

软件健康指数

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

64
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Tyler个人账户
9 关注者27 个公开仓库始于 2025年7月@quanta-intellect

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

软件包生态系统

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

83良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 3 天前
13.8/36提交节奏 — 52 周中有 20 周有提交
18/18提交量 — 最近一年 1,510 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,510
human_commit_share0.8
days_since_last_push3
active_weeks_last_year20

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 6 天前
27/27发布节奏 — 约每 1.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagv0.1.176
releases_from_tags
days_since_latest_release6
mean_days_between_releases1.7

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?

56中等 · 占总体的 18%

流行度与采用

41存在风险
评分方式
33.4/60星标 — 116 个星标
7.5/25复刻 — 9 个复刻
0/15关注者 — 2 位关注者
所用输入
forks9
stars116
watchers2
growth_stateorganic
growth_factor_pct100

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
47.7/80月度下载量 — npm 合计每月 3,760 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@quanta-intellect/vessel-browser
dependents
ecosystemsnpm
total_downloads
monthly_downloads3,760
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?

49存在风险 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
6/10OpenSSF Scorecard:Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
28.1/46.8议题解决 — 60% 的议题已关闭
32.2/38.3PR 接受 — 已裁定的 PR 中 16/19 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs16
open_issues2
closed_issues3
issue_closed_ratio0.6
closed_unmerged_prs3
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
7.2/25所有者影响力 — unmodeled-tyler 有 9 位关注者
12.6/25既往记录 — 27 个公开仓库,账户约 1 年
所用输入
followers9
owner_typeUser
is_verified
owner_loginunmodeled-tyler
public_repos27
account_age_days378
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 — npm 上有 1 个软件包
35/35发布时效 — 最近一次发布于 6 天前
20/20版本历史 — 100 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@quanta-intellect/vessel-browser
ecosystemsnpm
any_deprecated
min_days_since_publish6

工程质量

基础的工程与文档实践是否到位?

93优秀 · 占总体的 20%

工程实践

88优秀
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.mjs
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://quantaintellect.com
10/10仓库描述
10/10主题标签 — 17 个主题标签
10/10Wiki
所用输入
topicsweb-browser, ai-browser-automation, mcp-server, byok, autonomous-agents, linux-browser, llm-agents, ai-mcp-browser, ai-agents, codex-mcp, claude-mcp, openclaw-mcp, ai-web-browser, mac-universal, macos, hermes-agent-mcp, agents
has_wiki
homepagehttps://quantaintellect.com
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?

35存在风险 · 占总体的 16%

安全态势

35存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no 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 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.5
已排除计分(无数据或不适用):ci_tests。 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?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

50中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
34/40可读的提交历史 — 80 次人类提交中有 51 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_share0.637
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.mjs
11/11静态类型检查 — tsconfig.json
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configstsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — TypeScript(静态类型)
54.6/55可控的文件大小 — 采样的 370 个源文件中有 3 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes110,875
source_files_sampled370
oversized_source_files3
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

116GitHub 星标
1贡献者
1,510最近 12 个月提交数
3距最近推送天数
100发布版本数
1巴士系数(bus factor)
2开放议题
npm软件包生态系统数

数据采集警告

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index npm:@quanta-intellect/vessel-browser@0.1.176; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 116 ★ / 9 ⇿
116Star
9Fork
100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。

020406080100120116962026-032026-052026-07
主版本 0次版本 0修订 100
OpenSSF Scorecard 3.5 / 10
3.5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 · 2026-07-21 22:46 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities10 existing vulnerabilities detected
直接依赖 7
注册表软件包版本约束清单文件
npm@anthropic-ai/sdk^0.110.0package.json
npm@modelcontextprotocol/sdk^1.29.0package.json
npm@mozilla/readability^0.6.0package.json
npmdompurify^3.4.11package.json
npmlinkedom^0.18.12package.json
npmopenai^6.45.0package.json
npmzod^4.4.3package.json
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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        "web-browser",
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      "pushed_at": "2026-07-18T01:49:27Z",
      "created_at": "2026-03-07T07:43:01Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T11:27:19Z",
      "description": "Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.",
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        },
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          "tag": "v0.1.123",
          "kind": "patch",
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          "kind": "patch",
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        },
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          "kind": "patch",
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          "kind": "patch",
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          "kind": "patch",
          "published_at": "2026-05-28T23:22:31Z"
        },
        {
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          "body": "The agent traces at ~/.config/@quanta-intellect/vessel-browser/agent-traces/\nshow the agent flailing through the 06:37:43 cheapest-flight session:\n\n  1. web_search → DuckDuckGo results page\n  2. read_page mode=results_only → returned 6 Primary Results\n     ([#42], [#46], [#50], [#41], [#43], [#44]..\n[…]\nhanges.\nThis commit extends its use to the click failure path.\n\nVerified: typecheck ✓, lint ✓, 478/479 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this\nchange).",
          "is_bot": false,
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          "body": "After the previous dedup-removal commits, the user reported a new\nflailing pattern: the agent did some real work, then a click\nfailed, and the harness pushed a recovery prompt that erased the\nmodel's natural progress narrative and forced a retry that made\nthe agent spiral out of the task.\n\nRoot caus\n[…]\ntests/security-hardening.test.ts to assert the new\n  softer recovery wording.\n\nVerified: typecheck ✓, lint ✓, 478/479 tests pass (the one\nfailure is the pre-existing tool-aliases baseline, unrelated).",
          "is_bot": false,
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          "is_bot": false,
          "headline": "fix(ai): soften Codex failed-click warning and align inspect terminology",
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          "body": "The previous commit (60eca4a) removed the Codex-only strike-counter\ntermination system, but two more Codex-only behaviors remained in\nsrc/main/ai/provider-codex.ts that the OpenAI/Ollama provider does\nNOT have:\n\n1. **isRepeatedReadPageBySignature / consecutiveReadPageSignature /\n   consecutiveReadPa\n[…]\nnd what it\nlets through. The model is free to read the page as many times as\nit wants, free to call highlight when it wants, and the harness\nonly nudges it (after 2 corrections) if it's clearly stuck.",
          "is_bot": false,
          "headline": "fix(ai): align Codex read_page/highlight dedup with Ollama/OpenAI",
          "author_name": "unmodeled-tyler",
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          "oid": "60eca4a0f4b5ec1eaccdb98a8215c9901a057ef4",
          "body": "…ounter termination\n\nThe Codex provider in src/main/ai/provider-codex.ts had accumulated a\nheavy strike-counter termination system across the last several\ncommits: per-category counters for search, clear_overlays, and failed\nclicks, with a `<<task_complete: stopped after...>>` chunk emitted\nafter th\n[…]\nness\n  continues until the model gives a natural final answer.\n\nVerified: typecheck ✓, lint ✓, 479/480 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this change).",
          "is_bot": false,
          "headline": "fix(ai): align Codex provider with Ollama/OpenAI by removing strike-c…",
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          "oid": "48e096c980190abe2413017cdb79554e7ec30775",
          "body": "…after page advances\n\nThe failedClickStrikesBySignature map was not cleared in the progress-reset\nblock, so a click target that previously failed could never be retried even\nafter the page state changed via a successful click. This caused premature\nharness termination when the model revisited a target that had become viable\nagain. Now the strikes are cleared alongside the other dedup counters whenever\nreal progress is detected.",
          "is_bot": false,
          "headline": "fix(ai): reset failed-click strikes on real progress so retries work …",
          "author_name": "unmodeled-tyler",
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          "oid": "ed84ab017dd1594c53182edb19e65ff7f2463253",
          "body": "…b_searches are not flagged\n\nThe Codex harness's \"drifted web_search\" dedup check used a session-long\ncounter (`successfulWebSearchCount > 0`) to decide whether a new\nweb_search was a duplicate-pattern strike. That meant EVERY distinct\nweb_search in a session was flagged as drift on its first occurr\n[…]\n termination chunk now names\n  the actual prior query verbatim\n\nVerified: typecheck ✓, lint ✓, 485/486 tests pass (the one failure is\nthe pre-existing tool-aliases baseline, unrelated to this change).",
          "is_bot": false,
          "headline": "fix(ai): tighten drift check to last-successful-search so distinct we…",
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          "body": "…lick target\n\nThe Codex harness in src/main/ai/provider-codex.ts tracks per-category\ndedup strike counters for search and clear_overlays fabrications, but\nhad no equivalent protection against click-retry loops. The recent\nsearch-loop transcript shows the model doing exactly that:\n\n  click  → ⚠ faile\n[…]\nent click targets\n  (the counter is per-signature, not global)\n\nVerified: typecheck ✓, lint ✓, 483/484 tests pass (the one failure\nis the pre-existing tool-aliases baseline, unrelated to this change).",
          "is_bot": false,
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          "body": "…l doesn't fabricate clear_overlays\n\nThe Codex harness on the flight-search task was consistently calling\nclear_overlays within the first 1-2 turns. The cause was not a bug in\nthe harness's dedup/termination logic — it was the harness's own\nnavigator-summary warning text pushing the model to act.\n\nT\n[…]\nct: the 2nd turn of the transcript (which was a wasted\nclear_overlays call) should now be replaced by a read_page, and the\nmodel will see the actual page state before deciding to dismiss any\noverlays.",
          "is_bot": false,
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          "body": "…ting on existing results\n\nThe previous version of the repeated-search error message listed\n\"read_page, inspect_element, click\" as recovery actions. The model\nmisinterpreted read_page as a \"re-search trigger\" — it would call\nread_page (which the harness lets through because it's not a search\ntool), \n[…]\nffect on the transcript: the 2 wasted read_page calls between\nduplicate searches should drop to 0, and the model will either click\na result, highlight, or answer — terminating in 4 turns instead of 6.",
          "is_bot": false,
          "headline": "fix(ai): steer repeated-search recovery away from read_page toward ac…",
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          "body": "…ad+search gaming pattern\n\nThe previous version of the harness reset the search dedup strike counter\non ANY successful non-search tool call, which the model learned to game:\n\n    ⚙ web_search        → ↻ duplicate suppressed\n    ◫ read_page         → (resets the strike counter)\n    ⚙ web_search      \n[…]\nearches can keep\n     searching without tripping the limit.\n\nThe 43 existing tests in tests/security-hardening.test.ts (which\nalready exercised the first-strike suppression behavior) continue to\npass.",
          "is_bot": false,
          "headline": "fix(ai): exclude read_page from the dedup-strike reset to stop the re…",
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          "body": "…id duplicate state reminders\n\nUpdate `buildCodexLatestStateReminder` to detect and reuse an existing\n\"Latest browser state\" reminder instead of generating a duplicate one.\nExtend `extractCodexPageUrlFromPreview` to also parse the \"Latest\nbrowser state: URL …\" format so the dedup termination message can\nsurface the actual search-result URL. Add test assertions that the\ntermination chunk contains the relevant URL.",
          "is_bot": false,
          "headline": "fix(ai): include search-result URL in dedup termination chunk and avo…",
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          "is_bot": false,
          "headline": "fix(ai): terminate Codex harness on second dedup-strike to stop searc…",
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          "is_bot": false,
          "headline": "feat(agent): add auto-approval bypass, search dedup, and click recovery",
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          "is_bot": false,
          "headline": "fix(ai): split web search from current-page search",
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          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "merged_prs": 16,
              "open_issues": 2,
              "closed_issues": 3,
              "issue_closed_ratio": 0.6,
              "closed_unmerged_prs": 3
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "60% of issues closed",
                "points": 28.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 60
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "16/19 decided PRs merged",
                "points": 32.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 16,
                      "decided": 19
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "followers": 9,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "unmodeled-tyler",
              "public_repos": 27,
              "account_age_days": 378
            },
            "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": "9 followers of unmodeled-tyler",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 9,
                      "login": "unmodeled-tyler"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~1 yr old",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@quanta-intellect/vessel-browser"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "100 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 93,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "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": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "web-browser",
                "ai-browser-automation",
                "mcp-server",
                "byok",
                "autonomous-agents",
                "linux-browser",
                "llm-agents",
                "ai-mcp-browser",
                "ai-agents",
                "codex-mcp",
                "claude-mcp",
                "openclaw-mcp",
                "ai-web-browser",
                "mac-universal",
                "macos",
                "hermes-agent-mcp",
                "agents"
              ],
              "has_wiki": true,
              "homepage": "https://quantaintellect.com",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://quantaintellect.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "17 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "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": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 35,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.5
            },
            "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 is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "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 1 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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "10 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.637,
              "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": "51 of 80 human commits state their intent (structured subject or explanatory body)",
                "points": 34,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 51,
                      "sampled": 80
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "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": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 110875,
              "source_files_sampled": 370,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/370 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 370,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index npm:@quanta-intellect/vessel-browser@0.1.176; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T22:46:48.352430Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/unmodeled-tyler/vessel-browser.svg",
  "full_name": "unmodeled-tyler/vessel-browser",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.25.0—— 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npm.