{
  "generated_at": "2026-05-30T01:05:26.311911+00:00",
  "reference_profile": [
    "research",
    "strategy"
  ],
  "references_read": [
    "/home/deano94/.codex/skills/mayagi-live-procut/references/material-research-database.md",
    "/home/deano94/.codex/skills/mayagi-live-procut/references/material-strategy-research.md"
  ],
  "reference_read_log": [
    {
      "path": "/home/deano94/.codex/skills/mayagi-live-procut/references/material-research-database.md",
      "reason": "Audit whether the benchmark database covers required cross-category material research roles."
    },
    {
      "path": "/home/deano94/.codex/skills/mayagi-live-procut/references/material-strategy-research.md",
      "reason": "Check that research coverage supports MAYAGI single-SKU material strategy, not only shoe examples."
    }
  ],
  "coverage": {
    "summary": {
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      "selected_candidates": 25,
      "analyzed_cases": 25,
      "downloaded_videos": 25,
      "asr_complete": 25,
      "category_groups": 7,
      "required_buckets": 6,
      "high_issues": 0,
      "medium_issues": 0
    },
    "category_counts": {
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        "selected": 4,
        "analyzed": 4,
        "asr": 4
      },
      "fashion_womenswear": {
        "candidates": 79,
        "selected": 7,
        "analyzed": 7,
        "asr": 7
      },
      "beauty": {
        "candidates": 15,
        "selected": 3,
        "analyzed": 3,
        "asr": 3
      },
      "accessory_jewelry_bag": {
        "candidates": 37,
        "selected": 2,
        "analyzed": 2,
        "asr": 2
      },
      "home_lifestyle": {
        "candidates": 9,
        "selected": 1,
        "analyzed": 1,
        "asr": 1
      },
      "food": {
        "candidates": 12,
        "selected": 1,
        "analyzed": 1,
        "asr": 1
      },
      "operator_script_live": {
        "candidates": 212,
        "selected": 22,
        "analyzed": 22,
        "asr": 22
      },
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        "candidates": 0,
        "selected": 0,
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        "asr": 0
      }
    },
    "bucket_counts": {
      "pain_proof": {
        "analyzed": 11,
        "high_confidence": 4,
        "shoe_cases": 2
      },
      "category_reframe": {
        "analyzed": 5,
        "high_confidence": 2,
        "shoe_cases": 2
      },
      "scene_stack": {
        "analyzed": 9,
        "high_confidence": 5,
        "shoe_cases": 2
      },
      "proof_order": {
        "analyzed": 18,
        "high_confidence": 11,
        "shoe_cases": 4
      },
      "material_testing": {
        "analyzed": 13,
        "high_confidence": 8,
        "shoe_cases": 1
      },
      "generated_support": {
        "analyzed": 8,
        "high_confidence": 2,
        "shoe_cases": 1
      }
    },
    "bucket_examples": {
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          "hook_type": "cold-start /追投 workflow",
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        },
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          "hook_type": "self_mood_outfit_identity",
          "confidence": "medium",
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        },
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        },
        {
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          "hook_type": "contentized live-room retention",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7609511764280024500"
        },
        {
          "aweme_id": "7630660723433673393",
          "category": "live/operator",
          "hook_type": "live-room video intervention timing",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7630660723433673393"
        }
      ],
      "pain_proof": [
        {
          "aweme_id": "7643070009249971825",
          "category": "bags/luxury-accessory",
          "hook_type": "aspiration / taste anthropology",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7643070009249971825"
        },
        {
          "aweme_id": "7644878507230694697",
          "category": "beauty/operator",
          "hook_type": "framework_teardown / reusable opening formulas",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7644878507230694697"
        },
        {
          "aweme_id": "7645209708839701770",
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          "hook_type": "contrarian insight + hidden commonality",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645209708839701770"
        },
        {
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          "hook_type": "self_mood_outfit_identity",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645300807530069482"
        },
        {
          "aweme_id": "7644898434382562474",
          "category": "fashion/live-outfit",
          "hook_type": "scene-stacked live styling",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7644898434382562474"
        }
      ],
      "scene_stack": [
        {
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          "category": "bags/luxury-accessory",
          "hook_type": "aspiration / taste anthropology",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7643070009249971825"
        },
        {
          "aweme_id": "7645300807530069482",
          "category": "fashion",
          "hook_type": "self_mood_outfit_identity",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645300807530069482"
        },
        {
          "aweme_id": "7644898434382562474",
          "category": "fashion/live-outfit",
          "hook_type": "scene-stacked live styling",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7644898434382562474"
        },
        {
          "aweme_id": "7645231835035180386",
          "category": "home/real selling",
          "hook_type": "use-case demonstration",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645231835035180386"
        },
        {
          "aweme_id": "7593194724521938222",
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        }
      ],
      "proof_order": [
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          "source": "https://www.douyin.com/video/7643070009249971825"
        },
        {
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          "category": "beauty/operator",
          "hook_type": "framework_teardown / reusable opening formulas",
          "confidence": "medium",
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        },
        {
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          "hook_type": "self_mood_outfit_identity",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645300807530069482"
        },
        {
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          "hook_type": "automation_volume_promise",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7592223442477354274"
        },
        {
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          "category": "live",
          "hook_type": "live_room_fit_urgency_cta",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645284286799717745"
        }
      ],
      "category_reframe": [
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          "category": "operator/AI short-drama",
          "hook_type": "contrarian insight + hidden commonality",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645209708839701770"
        },
        {
          "aweme_id": "7645300807530069482",
          "category": "fashion",
          "hook_type": "self_mood_outfit_identity",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7645300807530069482"
        },
        {
          "aweme_id": "7592223442477354274",
          "category": "food/creative_tooling",
          "hook_type": "automation_volume_promise",
          "confidence": "medium",
          "source": "https://www.douyin.com/video/7592223442477354274"
        },
        {
          "aweme_id": "7645237412553236603",
          "category": "shoe/body-shape",
          "hook_type": "body anxiety reframe / measurable proof",
          "confidence": "high",
          "source": "https://www.douyin.com/video/7645237412553236603"
        },
        {
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        {
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          "category": "live",
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          "confidence": "medium",
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        },
        {
          "aweme_id": "7645214195038549425",
          "category": "script/AI tool",
          "hook_type": "dialogue contradiction",
          "confidence": "medium",
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        }
      ]
    },
    "selected_without_analysis": [],
    "selected_without_asr": [],
    "issues": []
  },
  "promotion_boundary": "This is a research coverage audit. It does not promote any single case into the skill."
}