{
  "$schema": "https://bestaiskill.com/schemas/agent-install/2.json",
  "skill": "mrbeast-perspective",
  "built": "2026-10-26",
  "control_level": 4,
  "control_level_label": "L4 高权限",
  "capabilities": [
    "execute_command",
    "install_deps",
    "network",
    "write_file"
  ],
  "required_controls": {
    "agent": [
      "sandbox_recommended",
      "graded_authorization"
    ],
    "admin": [
      "approval_process",
      "rollback_support",
      "full_audit"
    ]
  },
  "evidence": [
    {
      "file": "scripts/",
      "summary": "Executes local scripts or commands: examples/mrbeast-perspective/scripts/fetch_youtube_subtitles.sh (invokes yt-dlp to download subtitles)"
    },
    {
      "file": "scripts/ 或 SKILL.md",
      "summary": "Declares dynamic installation of external language package dependencies"
    },
    {
      "file": "网络端点",
      "summary": "Declares external network access: examples/mrbeast-perspective/scripts/fetch_youtube_subtitles.sh accesses YouTube via yt-dlp"
    },
    {
      "file": "本地工作目录",
      "summary": "File read/write and artifact output: examples/mrbeast-perspective/scripts/analyze_titles.py writes reports to --output: Path("
    }
  ],
  "verification": {
    "method": "第二遍独立重读 + 反查（换角度抓第一遍的错）：① 逐条把 how_it_works / capabilities 的引用回源比对拼写与上下文；② 用 §1 目录清单核对 4 个脚本确实存在，并核对 §3 风险扫描的每条命中落在哪个文件；③ 判级只取 skill 自身目录（SKILL.md + 6 份 research md + 4 脚本），宿主的 WebSearch 行为不判级；④ meta.installs 检查是否可定位到单一 skill；⑤ 对争议信息做双向核对（正面评价与 Beast Burger/员工待遇/慈善伦理批评都在 §2 内文出现）。",
    "second_pass": [
      {
        "item": "宣称的 6 心智模型 / 8 决策启发式是否在 SKILL.md 内可落地",
        "status": "ok",
        "detail": "SKILL.md 逐个给出「一句话 + 原理/来源 + 应用 + 局限」，模型 1/2/4 还附原话引用，不是只列表名。"
      },
      {
        "item": "4 个脚本是否真的存在于本 skill 目录",
        "status": "ok",
        "detail": "§1 清单含 scripts/ 四个文件：analyze_titles.py 11004B、fetch_youtube_subtitles.sh 3150B、retention_curve_checker.py 15396B、thumbnail_audit.py 14560B。"
      },
      {
        "item": "联网与外发风险定位到哪一段",
        "status": "ok",
        "detail": "§3 显示 fetch_youtube_subtitles.sh 第 38-41 行检查/安装 yt-dlp（pip install -q yt-dlp），第 50 行 mkdir -p \"$OUTDIR\"；这是本 skill 唯一的联网与远程包入口，据此判 🟠。"
      },
      {
        "item": "负面信息是否被隐瞒或美化",
        "status": "ok",
        "detail": "§2 的 04-external-views 与 SKILL.md 诚实边界都主动写入 Beast Burger、Lunchly、员工待遇、Beast Games 诉讼与「poverty porn」批评，未做单向美化。"
      },
      {
        "item": "调研时效声明与站内日期是否自洽",
        "status": "ok",
        "detail": "SKILL.md 诚实边界写「调研截止2026年4月」，§2 时间线覆盖到 2026-04；与站内分析日期 2026-10-10 之间约有半年空档，属文档已声明的边界。"
      },
      {
        "item": "是否会实际执行脚本",
        "status": "ok",
        "detail": "SKILL.md 只在工具表给出用法（如 python analyze_titles.py titles.txt），未见任何自动调用；是否执行取决于用户/agent。"
      },
      {
        "item": "meta.installs 是否可定位单一 skill",
        "status": "ok",
        "detail": "无 per-skill 安装量可定位，installs 保持 null。"
      },
      {
        "item": "脚本写盘范围",
        "status": "ok",
        "detail": "三个 .py 的 write_text 目标由 --output 参数决定，属本地写入；shell 脚本写往 $OUTDIR，均非系统路径。"
      }
    ],
    "level": 1,
    "level_label": "V1 已固定",
    "commit": "fe0374687037c4cc51a65c1e0c145afe2981dc69",
    "sha256": "5b5c06118d80624d53fd0e2b694c596e6f7a784a11933df6baf1d85b371a944e",
    "reviewed_by": null,
    "reviewed_at": null
  },
  "assessed_at": "2026-10-25",
  "method_version": "2.0",
  "mirror": {
    "archive": "https://skillpub.pages.dev/r2/v/2026-10-10/mrbeast-perspective.tar.gz",
    "sha256": "5b5c06118d80624d53fd0e2b694c596e6f7a784a11933df6baf1d85b371a944e",
    "commit": "fe0374687037c4cc51a65c1e0c145afe2981dc69"
  },
  "original": {
    "github": "https://github.com/alchaincyf/nuwa-skill/tree/main/examples/mrbeast-perspective",
    "path": "examples/mrbeast-perspective",
    "commit": "fe0374687037c4cc51a65c1e0c145afe2981dc69"
  }
}