# MAYAGI 素材研究覆盖审计

Purpose: make sure the benchmark database is broad enough for shoe-specific semantics and cross-category conversion structure.

## Reference Gate

- reference_profile: research, strategy
- references_read: /home/deano94/.codex/skills/mayagi-live-procut/references/material-research-database.md
- references_read: /home/deano94/.codex/skills/mayagi-live-procut/references/material-strategy-research.md

## Summary

- total_candidates: 255
- selected_candidates: 25
- analyzed_cases: 25
- downloaded_videos: 25
- asr_complete: 25
- category_groups: 7
- required_buckets: 6
- high_issues: 0
- medium_issues: 0

## Issues

- none

## Category Coverage

- shoe: candidates=46, 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
- other: candidates=0, selected=0, analyzed=0, asr=0

## Transfer Bucket Coverage

- pain_proof: analyzed=11, high_confidence=4, shoe_cases=2
  - 7643070009249971825 · bags/luxury-accessory · aspiration / taste anthropology · medium
  - 7644878507230694697 · beauty/operator · framework_teardown / reusable opening formulas · medium
  - 7645209708839701770 · operator/AI short-drama · contrarian insight + hidden commonality · medium
- category_reframe: analyzed=5, high_confidence=2, shoe_cases=2
  - 7645209708839701770 · operator/AI short-drama · contrarian insight + hidden commonality · medium
  - 7645300807530069482 · fashion · self_mood_outfit_identity · medium
  - 7592223442477354274 · food/creative_tooling · automation_volume_promise · medium
- scene_stack: analyzed=9, high_confidence=5, shoe_cases=2
  - 7643070009249971825 · bags/luxury-accessory · aspiration / taste anthropology · medium
  - 7645300807530069482 · fashion · self_mood_outfit_identity · medium
  - 7644898434382562474 · fashion/live-outfit · scene-stacked live styling · medium
- proof_order: analyzed=18, high_confidence=11, shoe_cases=4
  - 7643070009249971825 · bags/luxury-accessory · aspiration / taste anthropology · medium
  - 7644878507230694697 · beauty/operator · framework_teardown / reusable opening formulas · medium
  - 7645300807530069482 · fashion · self_mood_outfit_identity · medium
- material_testing: analyzed=13, high_confidence=8, shoe_cases=1
  - 7628144145282735851 · creative/operator · cold-start /追投 workflow · medium-high
  - 7645300807530069482 · fashion · self_mood_outfit_identity · medium
  - 7592223442477354274 · food/creative_tooling · automation_volume_promise · medium
- generated_support: analyzed=8, high_confidence=2, shoe_cases=1
  - 7645209708839701770 · operator/AI short-drama · contrarian insight + hidden commonality · medium
  - 7644898434382562474 · fashion/live-outfit · scene-stacked live styling · medium
  - 7592223442477354274 · food/creative_tooling · automation_volume_promise · medium

## Selected Without Analysis

- none

## Selected Without ASR

- none

## Promotion Boundary

This is a research coverage audit. It does not promote any single case into the skill.