公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 20:31 UTC

guimatheus92 / mcp-video-analyzer

MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, local files — into transcripts, key frames, OCR text, and metadata for AI agents.

TypeScriptMIT★ 28 星标⑂ 8 复刻始于 2026年3月在 GitHub 上查看 ↗

guimatheus92/mcp-video-analyzer 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Vitality(79/100),最低的是Security(44/100)。 最近一次更新在 6 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

Guilherme Matheus个人账户
31 关注者46 个公开仓库始于 2015年3月@microsoft

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?

79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 6 天前
4.8/36提交节奏 — 52 周中有 7 周有提交
14.5/18提交量 — 最近一年 40 次提交
10/10OpenSSF Scorecard:Maintained — 20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year40
human_commit_share1
days_since_last_push6
active_weeks_last_year7

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 15 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 14.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count15
latest_release_tagv0.7.1
releases_from_tags
days_since_latest_release6
mean_days_between_releases14.3
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

51中等 · 占总体的 18%

流行度与采用

30存在风险
评分方式
23.2/60星标 — 28 个星标
7/25复刻 — 8 个复刻
0/15关注者 — 1 位关注者
所用输入
forks8
stars28
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

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
45.9/80月度下载量 — npm 合计每月 2,780 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
packagesmcp-video-analyzer
dependents
ecosystemsnpm
total_downloads
monthly_downloads2,780
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?

59中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
1.1/22.5提交分布 — 头号贡献者编写了 95% 的提交
4.1/13.5贡献者广度 — 3 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled3
top_contributor_share0.95
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
33/38.3PR 接受 — 已裁定的 PR 中 19/22 已合并
0/15OpenSSF Scorecard:Code-Review — Found 2/30 approved changesets -- score normalized to 0
所用输入
merged_prs19
open_issues0
closed_issues5
issue_closed_ratio1
closed_unmerged_prs3
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
10.8/25所有者影响力 — guimatheus92 有 31 位关注者
24.2/25既往记录 — 46 个公开仓库,账户约 11 年
所用输入
followers31
owner_typeUser
is_verified
owner_loginguimatheus92
public_repos46
account_age_days4,142
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 — 14 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
packagesmcp-video-analyzer
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?

79良好 · 占总体的 20%

工程实践

82良好
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer
10/10仓库描述
10/10主题标签 — 16 个主题标签
10/10Wiki
所用输入
topicsai, claude, frames, loom, mcp, mcp-server, model-context-protocol, ocr, transcript, video-analysis, instagram, tiktok, transcription, whisper, youtube, yt-dlp
has_wiki
homepagehttps://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer
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?

44存在风险 · 占总体的 16%

安全态势

38存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.2/2.5CI-Tests — 13 out of 14 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 — 20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 104 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.8
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。
评分方式
14.6/35直接依赖不含已知公告 — 1 个受影响:sharp 0.34.5 (high 7.3)
13.2/25间接依赖不含已知公告 — 1 个受影响:@hono/node-server 1.19.15 (moderate 5.9)
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories2
affected_packages2
assessed_packages323
unassessed_packages0
affected_by_severityhigh 1, moderate 1
direct_affected_packages1
比对的是 npm:mcp-video-analyzer@0.7.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 323 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?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。

76良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档(llms.txt)
38.7/40可读的提交历史 — 40 次人类提交中有 29 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_share0.725
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes17,613
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.js
11/11静态类型检查 — tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 40 次提交中有 38 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
3/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
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_share0.95
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)
55/55可控的文件大小 — 采样的 108 个源文件中有 0 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes24,713
source_files_sampled108
oversized_source_files0
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

28GitHub 星标
3贡献者
40最近 12 个月提交数
6距最近推送天数
15发布版本数
1巴士系数(bus factor)
0开放议题
npm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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

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

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

02468812026-032026-052026-07
主版本 0次版本 5修订 3
OpenSSF Scorecard 3.8 / 10
3.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-27 20:31 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests13 out of 14 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities104 existing vulnerabilities detected
直接依赖 7
注册表软件包版本约束清单文件
npmcheerio^1.2.0package.json
npmfastmcp^3.34.0package.json
npmffmpeg-static^5.3.0package.json
npmpuppeteer-core^24.39.0package.json
npmsharp^0.34.5package.json
npmtesseract.js^7.0.0package.json
npmzod^4.3.6package.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

依赖安全公告 2

安装 npm:mcp-video-analyzer@0.7.1 会引入 323 个包(直接与传递):其中 2 个存在已知公告,1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
sharp0.34.5直接10.35.0
@hono/node-server1.19.15间接12.0.5

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

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "claude",
        "frames",
        "loom",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ocr",
        "transcript",
        "video-analysis",
        "instagram",
        "tiktok",
        "transcription",
        "whisper",
        "youtube",
        "yt-dlp"
      ],
      "is_fork": false,
      "size_kb": 1088,
      "has_wiki": true,
      "homepage": "https://glama.ai/mcp/servers/guimatheus92/mcp-video-analyzer",
      "languages": {
        "Dockerfile": 753,
        "JavaScript": 1616,
        "TypeScript": 491723
      },
      "pushed_at": "2026-07-21T01:42:55Z",
      "created_at": "2026-03-09T17:51:43Z",
      "owner_type": "User",
      "updated_at": "2026-07-25T15:27:41Z",
      "description": "MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, local files — into transcripts, key frames, OCR text, and metadata for AI agents.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Guilherme Matheus",
      "type": "User",
      "login": "guimatheus92",
      "company": "@microsoft",
      "location": "São Paulo, Brasil",
      "followers": 31,
      "avatar_url": "https://avatars.githubusercontent.com/u/11640754?v=4",
      "created_at": "2015-03-25T02:30:12Z",
      "is_verified": null,
      "public_repos": 46,
      "account_age_days": 4142
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.7.1",
          "kind": "patch",
          "published_at": "2026-07-21T01:42:56Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-07-10T17:47:48Z"
        },
        {
          "tag": "v0.6.2",
          "kind": "patch",
          "published_at": "2026-07-04T22:12:24Z"
        },
        {
          "tag": "v0.6.1",
          "kind": "patch",
          "published_at": "2026-07-02T18:03:25Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-07-02T12:25:12Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-06-24T20:39:35Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-06-23T13:43:50Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-06-22T16:01:02Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2026-03-27T17:39:23Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2026-03-14T00:36:17Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2026-03-11T15:00:46Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2026-03-11T14:03:39Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2026-03-11T02:31:30Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-03-10T18:54:42Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-03-09T18:17:52Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "13b4dfa25399a0f5435c3396cdd810f5d9364ed6",
          "body": "….1) (#27)\n\n* fix: robustness gaps #26 — probe timeout + graceful frame tools (v0.7.1)\n\nTwo independent, pre-existing gaps from issue #26, each proven before and\nafter the change.\n\nFinding #1 — findYtDlp probe timeout (src/utils/ytdlp.ts)\nThe two `execFile('yt-dlp', ['--version'], { timeout: 5000 })\n[…]\nburst Direct=3, analyze_moment transcript+frame).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: robustness gaps #26 — probe timeout + graceful frame tools (v0.7…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-21T01:40:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6032ff69dbad5b3279c97259ead352c29d2b7bb3",
          "body": "…4) (#25)\n\n* fix: Loom frame extraction silently dropped merged-WebM downloads (#24)\n\nLoomAdapter.downloadVideo passed `-o <id>.mp4` to yt-dlp and then checked\n`existsSync('<id>.mp4')`. When Loom serves a video as separate DASH streams\n(the common case) yt-dlp merges them, appends the REAL container\n[…]\nand. The `verify-all` script added earlier stays.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Loom frame extraction silently dropped merged-WebM downloads (#2…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-20T20:16:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "429f053f5c735fb6777d9304dd072982c6cc24da",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mcpservers.org listing badge",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-13T03:18:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5aa4db14a10a63e3400501426f7639c85eb58737",
          "body": "…lls/video\n\nThe four .claude/skills/*-skilld/SKILL.md files were leaking into the Agent\nSkills listing for consumers — and were broken there anyway (their .skilld/\nreference dirs were never tracked). skilld-lock.yaml stays tracked as the\nregeneration source. Removes the ineffective .skillignore (not a skills-CLI\nfeature).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: untrack skilld dev skills so npx skills add only discovers ski…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T17:51:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "84804ada0a8d1321bd5b5ed67a2d019d11ccc3e6",
          "body": ".claude/skills/ holds auto-generated skilld dev-dependency docs that were\nleaking into the Agent Skills listing for consumers.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: .skillignore so npx skills add only discovers skills/video",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T17:50:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "585301ac03dd13e7a04ebc7bfaa9fe1190f0a6d4",
          "body": "…g (v0.7.0) (#23)\n\n* feat: /video agent skill + one-shot CLI + Claude Code plugin packaging (v0.7.0)\n\nThree entry points to the same engine (modeled on bradautomates/claude-video):\n\n- CLI: `mcp-video-analyzer analyze <url>` (src/cli.ts) reuses the getAnalysis\n  pipeline — single JSON document on std\n[…]\nop-level --help, and the\n  copy-before-cleanup invariant on a generated clip.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: /video agent skill + one-shot CLI + Claude Code plugin packagin…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T17:46:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "33f4afc3d7138d54e0b9cf7217adab922ab6cad1",
          "body": "Adds a hand-authored SVG brand icon (assets/icon.svg) in the same\n\"Media Cinematic\" family as social-knowledge-base — a rounded square with\na coral-to-magenta-to-violet gradient and a white play glyph inside a\nfocus frame (video + analysis). The README gains a centered branded\nheader (icon + title +\n[…]\nl collapsible section so the reference no longer dominates the page.\n\nDocs/branding only — assets/ is not part of the npm package (files: dist).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: branded README header + icon, tools in collapse (#21)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T13:15:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "340cbd1a9a853f683f1d9e8406fbd78e42ba591d",
          "body": "…pport (#20)\n\nThe recent feature releases (yt-dlp platform adapter, cookies, Whisper\ndetection) were never reflected in discovery metadata. Adds youtube /\ninstagram / tiktok / yt-dlp / transcription / whisper / subtitles to the\nnpm keywords and switches the quickstart example to a YouTube URL so the\n[…]\nb repo\ndescription and topics were updated in parallel (repo settings).\n\nNo version bump — metadata-only; propagates to npm on the next release.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: refresh npm keywords + README quickstart for multi-platform su…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-10T13:15:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "175a597e84c1bf661d3b4c346c03df95f28f85e3",
          "body": "…arnings (#18) (#19)\n\nIssue #18: an Instagram reel with normal audio produced no transcript.\nTwo root causes, neither surfaced to the user:\n\n1. Login-gated download. Instagram serves reel audio as a separate DASH\n   stream and refuses media to logged-out requests (\"empty media\n   response\"), so the \n[…]\nscript. README points users who want a full account-archiving\npipeline at social-knowledge-base (built on this server).\n\nBumps version to 0.6.2.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: robust Whisper CLI detection + actionable transcription/cookie w…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-04T22:11:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2efdf23036bacb2f6ee283009d78de2610df1390",
          "body": "…alize) (#17)\n\nNew docker-image job replicates what Glama CI does on each release: build\nthe Dockerfile from a fresh checkout (dist/ is gitignored, the image must\ncompile itself), assert the ffmpeg-static binary landed in the image, and\npipe an MCP initialize request into the container expecting a r\n[…]\negressions before merge instead of via Glama failure\nemails. CLAUDE.md release step now points at the CI job with the manual\nrecipe as fallback.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: validate the Docker image on every PR (build + ffmpeg + MCP initi…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T18:07:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1b67e2594f7f0406ddb518ad75ac93017c3f5f3e",
          "body": "Glama builds the Dockerfile from a fresh git checkout on every release,\nand dist/ is gitignored - so `COPY dist/ ./dist/` failed every CI build\nwith `\"/dist\": not found` (reproduced locally via git archive + docker\nbuild) and emailed the maintainer a build failure.\n\nThe image is now multi-stage and \n[…]\ndatory\nclean-clone Docker validation step so this cannot regress silently.\n\nBumps version to 0.6.1 (infra patch; npm package content unchanged).\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: make the Docker image build from a clean clone (Glama CI) (#16)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T18:01:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b47f6312ba170ad4f54868d36542a586d9f9fa66",
          "body": "… budget, cookies & silent-audio gate (#15)\n\n* feat: duration-adaptive frame budget at standard detail\n\nDefault maxFrames now scales with video duration (12 for <=30s up to 60\nfor >10min) instead of a fixed 20. An explicit maxFrames always wins and\nkeys the cache separately; brief/detailed keep thei\n[…]\niew fixes. verify-package\npassed (tarball installs and starts as a consumer).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "yt-dlp platform adapter (YouTube/Instagram/TikTok +5), adaptive frame…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-07-02T12:22:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a5f977c675fd5a1bad982d56a94d362bd92ae458",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: add FUNDING.yml (GitHub Sponsors + Buy Me a Coffee)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-27T02:28:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a3d7be1e84edb05a14c8f38f3b78edea446bf85d",
          "body": "…h tool (v0.5.0) (#14)\n\n* feat: robust local frames/OCR, transcription footgun fixes, sidecars, batch tool\n\nFrames/OCR (P0):\n- extractKeyFrames(): scene-change detection now falls back to uniform temporal\n  sampling when 0 cuts are found, so static talking-head Reels/Stories yield\n  frames + OCR ins\n[…]\npty-text guard,\nsidecar dropping vanished frames.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Robust local frames/OCR, transcription footgun fixes, sidecars & batc…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-24T20:33:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a306b3c40fc806e9d7cb88f13c09bdf9ff85f77f",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.4.0",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-23T13:42:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "55c998841ddd27a899a9995734a6897e7ea05ce0",
          "body": "…for direct video URLs) (#13)\n\n* feat: add opt-in TwelveLabs Pegasus adapter\n\nAdd a TwelveLabsAdapter that analyzes direct video URLs with TwelveLabs'\nPegasus video-language model, providing a timestamped transcript and an AI\nsummary — capabilities a raw video URL otherwise lacks. Pegasus analyzes t\n[…]\niants, downloadVideo, cache eviction, canHandle).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add opt-in TwelveLabs Pegasus adapter (transcript + AI summary …",
          "author_name": "mohit",
          "author_login": "mohit-twelvelabs",
          "committed_at": "2026-06-23T13:37:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d35b0e2f5dceb7a6630d31d6c193278cc7bd2994",
          "body": "The whisper CLI fallback never actually worked: it parsed the transcript\nJSON from stdout (whisper writes it to a file), wrote to /tmp (absent on\nWindows), and hardcoded the tiny model. The `python -m whisper` fallback\nwas also dead (openai-whisper has no __main__) and returned the wrong\ncommand nam\n[…]\njs path\n- Extract buildWhisperCliArgs() and parseWhisperJson(); add unit tests\n- Document the transcription env vars in the README\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix and configure Whisper CLI transcription for non-English audio",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-23T01:08:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c46c81a870a9c22059f42040789c44d21c1b8d9",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore .npmrc and *.tgz to avoid committing tokens/artifacts",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-22T16:01:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "868f19dba78d7a17d55798ad511f7916158a4ded",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.3.0",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-06-22T13:55:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7f482cf441820fd6024f00e54f545c1244f99e02",
          "body": "* Add local video file support via LocalFileAdapter\n\nTools now accept absolute paths and file:// URIs alongside Loom and direct\nvideo URLs. Local files skip the download step (LocalFileAdapter.downloadVideo\nreturns the source path as-is) and run through the existing ffmpeg pipeline.\nThe puppeteer br\n[…]\nlaude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Guilherme Matheus <guilherme_matheus12@hotmail.com>",
          "is_bot": false,
          "headline": "Add local video file support (#12)",
          "author_name": "henrik",
          "author_login": "akesson",
          "committed_at": "2026-06-22T13:46:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c19ce0589671881166efd842c1a9815fc28def95",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document full release process in CLAUDE.md",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:41:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3cc2f179f7f1d9a5c4e13c38936b2584837a8adb",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.5",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:37:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "917150794de4027a4b6179da0a94e047abe83c0b",
          "body": "… tools (#10)\n\nProgress reporting now includes human-readable messages (e.g., \"Running OCR on 5 frames...\")\nalongside numeric progress, giving MCP clients real-time visibility into long-running operations.\n\nChanges:\n- New progress utility (src/utils/progress.ts) wrapping FastMCP's reportProgress wit\n[…]\ne)\n- OCR processor accepts onProgress callback for per-frame granularity\n- analyze_video and analyze_moment tools report per-frame OCR progress\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add streaming progress notifications with descriptive messages to all…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-27T17:00:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "91943edf7fba348fd55da8bf8ea6ca054b26fce6",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.4",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-14T00:35:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "779b24a6990ac639f318620cba11663d305fb34b",
          "body": "Tesseract was hardcoded to 'eng' only, causing Portuguese characters\n(é, ã, ç, etc.) to be replaced with '?' in OCR results. Default to\n'eng+por' and expose ocrLanguage parameter on analyze_video and\nanalyze_moment tools for user customization.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix OCR dropping accented characters by defaulting to eng+por (#7)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-14T00:32:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e86473334967e6b87d81197e86fa853b938ad98d",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point awesome-mcp-servers link to Multimedia Process section",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T14:33:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "85bf97607a5a9b885e6b6cfcbf15d96a72f0c487",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add awesome-mcp-servers listing to README",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T14:23:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7922a05b88a69cc3b67d907f1431fedd9004ca2e",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add .dockerignore to reduce image size",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:19:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "de2285618487389d6d42b07a68e4eb3875aef84f",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Dockerfile to skip prepare script during install",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:18:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f69cdbcdd0af143efceaac6ea54acce7145fa0ce",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add glama.json, Dockerfile, and Glama badge for registry listing",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-12T13:13:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2db01b2d4dcd158e3402a461df08c909e81101e9",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump version to 0.2.3",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:59:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9035a11acb036d2f5a768a72517cb5a7ba2e8199",
          "body": "- Add @trivago/prettier-plugin-sort-imports (node: → third-party → relative)\n- Extend ESLint to cover test/ and scripts/ (previously only src/)\n- Fix 9 lint errors in test and script files\n- Sort all imports across the codebase\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add automatic import sorting and extend linting to test/scripts (#5)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:57:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "27acc1f475b0abea543a317a30b91c3ff1310809",
          "body": "- Extract shared createTestImage helper to test/helpers/images.ts\n- Extract FIXTURES_DIR constant to test/helpers/fixtures.ts\n- Move smoke test from scripts/ to test/smoke/ as vitest test\n- Move e2e tests from e2e/ to test/e2e/\n- Add vitest.smoke.config.ts for smoke test isolation\n- Update all test files to use shared helpers\n- Update knip, tsconfig.eslint, vitest configs accordingly\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Centralize test infrastructure into test/ directory (#4)",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:39:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ec96e126f181dea5d5f2f562017677e6c40fbfa9",
          "body": "…ests (#3)\n\n- Add isBlackFrame() and filterBlackFrames() to detect and remove DRM-protected\n  or blank frames (mean brightness < 10), with warnings in output\n- Add direct HTTP download fallback for Loom videos via CDN API, so frame\n  extraction works without yt-dlp installed (fixes black frame issue\n[…]\nge size\n- Add tsx as dev dependency for running scripts\n- Bump version to 0.2.2\n- Update CLAUDE.md with new commands and publishing conventions\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add black frame detection, Loom direct download fallback, and smoke t…",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T14:02:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f3aec56ecada664a69485deae104c76e3f16cf23",
          "body": "Upgrades fastmcp from v1 to v3.34.0, fixing the completion/complete\ncapability crash that prevented the MCP server from working in VS Code\nand other clients. Also upgrades zod to v4, sharp to v0.34, and all\nother deps to latest.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: upgrade all dependencies to latest versions",
          "author_name": "Guilherme Matheus",
          "author_login": "guimatheus92",
          "committed_at": "2026-03-11T01:59:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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        "name": "Community & Adoption",
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                "max_points": 60
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              {
                "key": "forks",
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          {
            "key": "community_health",
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            "name": "Community health",
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            "notes": [],
            "value": 70,
            "inputs": {
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              "has_contributing": true,
              "has_issue_template": false,
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "MIT"
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                  }
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                "max_points": 22.5
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                "key": "contributing_guide",
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                "details": [],
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              {
                "key": "code_of_conduct",
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                "points": 0,
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                "key": "issue_template",
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            "name": "Ecosystem adoption (downloads)",
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            "notes": [
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                "code": "excluded_no_data",
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                "code": "weights_renormalized",
                "params": {}
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            "value": 57,
            "inputs": {
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              "dependents": null,
              "ecosystems": "npm",
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              "monthly_downloads": 2780
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,780 downloads/month across npm",
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                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
                    "params": {
                      "count": 2780,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
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                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "detail": "top contributor authored 95% of commits",
                "points": 1.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 3
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 19,
              "open_issues": 0,
              "closed_issues": 5,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 3
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "19/22 decided PRs merged",
                "points": 33,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 19,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                "code": "weights_renormalized",
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            "value": 56,
            "inputs": {
              "followers": 31,
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              "is_verified": null,
              "owner_login": "guimatheus92",
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              "account_age_days": 4142
            },
            "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",
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "31 followers of guimatheus92",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 31,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "46 public repos, account ~11 yr old",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 46
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "mcp-video-analyzer"
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              "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,
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                  }
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
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                ],
                "max_points": 35
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                "key": "version_history",
                "name": "Version history",
                "detail": "14 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                  }
                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
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                "details": [
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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              {
                "key": "linter_config",
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                "detail": "eslint.config.js",
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                "status": "met",
                "details": [
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                "max_points": 16
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
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          {
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            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
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                "tiktok",
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                "whisper",
                "youtube",
                "yt-dlp"
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              "has_wiki": true,
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              "has_readme": true,
              "has_docs_dir": false,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
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                "key": "documentation_directory",
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                "points": 0,
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                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "weight": 0.16,
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            "notes": [
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            "value": 38,
            "inputs": {
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                "points": 0,
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              {
                "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",
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                "points": 0,
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "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": "20 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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": "104 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the npm:mcp-video-analyzer@0.7.1 runtime dependency closure — what installing the published package pulls in — 323 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:mcp-video-analyzer@0.7.1",
                  "assessed": 323
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 323,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: sharp 0.34.5 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
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                      "packages": "sharp 0.34.5 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: @hono/node-server 1.19.15 (moderate 5.9)",
                "points": 13.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
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                      "packages": "@hono/node-server 1.19.15 (moderate 5.9)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
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                "max_points": 40
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            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
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            "inputs": {
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 323,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 76,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
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              "legible_history_share": 0.725,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 17613
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "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": "29 of 40 human commits state their intent (structured subject or explanatory body)",
                "points": 38.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 40
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.95,
              "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.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
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                ],
                "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"
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                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 40
                    }
                  }
                ],
                "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 3",
                "points": 3,
                "status": "partial",
                "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": 24713,
              "source_files_sampled": 108,
              "oversized_source_files": 0
            },
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              {
                "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": "0/108 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 108,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T20:31:31.192488Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/guimatheus92/mcp-video-analyzer.svg",
  "full_name": "guimatheus92/mcp-video-analyzer",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

单项结果在整体记录中的位置: 汇总统计npm.