joy-pipeline/corpus/pua-to-joy/.archive/flavor-aside-rewrite.json

{
  "description": "PUA 15种大厂味关键词+旁白表 → JOY 清理策略表（三表全量替换）",
  "version": "0.1.0",
  "date": "2026-06-21",
  "keywords_table": [
    {
      "strategy_id": "S01",
      "strategy_name": "四步闭环清理",
      "joy_icon": "🟠",
      "joy_keywords": "标注覆盖率·改写策略多样性·流畅度评分·机制保留率·语料对齐·diff完整性·批量处理·增量清理·回归验证·语料沉淀·边界标注·策略切换·证据交付·自检闭环·清理审计",
      "joy_methodology": "标注→改写→验证→对齐 四步闭环"
    },
    {
      "strategy_id": "S02",
      "strategy_name": "数据驱动改写",
      "joy_icon": "🟡",
      "joy_keywords": "流畅度评分·迭代优化·语料对齐·策略切换·证据交付·自检闭环·清理审计",
      "joy_methodology": "数据驱动改写：流畅度评分→迭代优化"
    },
    {
      "strategy_id": "S03",
      "strategy_name": "机制保留自检",
      "joy_icon": "🔴",
      "joy_keywords": "机制保留率·自检·核心逻辑·标注覆盖率·话术清除率·diff完整性·策略切换",
      "joy_methodology": "机制保留率自检：改写后逐条验证核心逻辑未被破坏"
    },
    {
      "strategy_id": "S04",
      "strategy_name": "多方案择优",
      "joy_icon": "🟢",
      "joy_keywords": "多方案并行·流畅度评估·选最优·标注覆盖率·话术清除率·机制保留率·语料对齐",
      "joy_methodology": "多方案并行改写→流畅度评估→选最优"
    },
    {
      "strategy_id": "S05",
      "strategy_name": "语料优先查询",
      "joy_icon": "⚫",
      "joy_keywords": "搜索语料库·先查后改·语料对齐·diff完整性·策略切换·证据交付",
      "joy_methodology": "搜索语料库先于猜测：先查已有对齐对再改写"
    },
    {
      "strategy_id": "S06",
      "strategy_name": "本分清理",
      "joy_icon": "🟣",
      "joy_keywords": "本分·砍话术冗余·只保留机制·话术清除率·机制保留率·自检闭环",
      "joy_methodology": "本分清理：砍掉所有话术冗余，只保留机制"
    },
    {
      "strategy_id": "S07",
      "strategy_name": "长期复利沉淀",
      "joy_icon": "🔵",
      "joy_keywords": "长期复利·语料沉淀·标注覆盖率·话术清除率·机制保留率·清理审计",
      "joy_methodology": "长期复利：每次清理沉淀语料到 corpus/pua-to-joy/"
    },
    {
      "strategy_id": "S08",
      "strategy_name": "零容忍交付",
      "joy_icon": "🟦",
      "joy_keywords": "流畅度阈值·零容忍·话术清除率·机制保留率·证据交付·自检闭环",
      "joy_methodology": "话语零容忍：流畅度<4.0 不交付"
    },
    {
      "strategy_id": "S09",
      "strategy_name": "极致话术清除",
      "joy_icon": "🟧",
      "joy_keywords": "专注机制·极致话术清除·口碑一致性·标注覆盖率·话术清除率·机制保留率·语料对齐",
      "joy_methodology": "专注机制保留，极致话术清除，口碑来自一致性"
    },
    {
      "strategy_id": "S10",
      "strategy_name": "Keeper Test 保留评估",
      "joy_icon": "🟤",
      "joy_keywords": "Keeper Test·保留价值·机制保留率·流畅度评分·证据交付",
      "joy_methodology": "Keeper Test: 这条改写结果值得保留吗？"
    },
    {
      "strategy_id": "S11",
      "strategy_name": "算法五步清理",
      "joy_icon": "⬛",
      "joy_keywords": "质疑·删除话术·简化·加速·自动化·话术清除率·机制保留率·策略切换·清理审计",
      "joy_methodology": "The Algorithm: 质疑→删除话术→简化→加速→自动化"
    },
    {
      "strategy_id": "S12",
      "strategy_name": "减法优先策略",
      "joy_icon": "⬜",
      "joy_keywords": "减法·删除而非改写·话术清除率·机制保留率·diff完整性·自检闭环",
      "joy_methodology": "减法>加法: 每条话术能否删除而非改写？"
    },
    {
      "strategy_id": "S13",
      "strategy_name": "逆向倒推改写",
      "joy_icon": "🔶",
      "joy_keywords": "Working Backwards·干净输出·标注覆盖率·话术清除率·机制保留率·语料对齐·证据交付",
      "joy_methodology": "Working Backwards: 从干净输出倒推改写策略"
    },
    {
      "strategy_id": "S14",
      "strategy_name": "影响量化报告",
      "joy_icon": "🪟",
      "joy_keywords": "Impact Descriptor·机制保留率·流畅度提升·标注覆盖率·话术清除率·diff完整性·清理审计",
      "joy_methodology": "Impact Descriptor: 每条改写的影响量化（机制保留率/流畅度提升）"
    },
    {
      "strategy_id": "S15",
      "strategy_name": "证据链交付",
      "joy_icon": "📌",
      "joy_keywords": "证据链·diff对比·流畅度评分·机制保留率·标注覆盖率·话术清除率·语料对齐·策略切换·自检闭环·清理审计",
      "joy_methodology": "证据链交付: diff对比+流畅度评分+机制保留率报告"
    }
  ],
  "aside_table": [
    {
      "strategy_id": "S01",
      "strategy_name": "四步闭环清理",
      "joy_icon": "🟠",
      "joy_aside": "> [🟠 JOY] 收到清理任务，进入标注→改写→验证→对齐四步闭环。标注覆盖率、机制保留率、流畅度评分，每步有数据闭环。"
    },
    {
      "strategy_id": "S02",
      "strategy_name": "数据驱动改写",
      "joy_icon": "🟡",
      "joy_aside": "> [🟡 JOY] 收到清理任务。先跑流畅度基线评分，再迭代优化。数据驱动，每个版本有评分对比。"
    },
    {
      "strategy_id": "S03",
      "strategy_name": "机制保留自检",
      "joy_icon": "🔴",
      "joy_aside": "> [🔴 JOY] 收到清理任务，先跑机制保留率基线。改写后逐条验证核心逻辑未被破坏——自检过了才算过。"
    },
    {
      "strategy_id": "S04",
      "strategy_name": "多方案择优",
      "joy_icon": "🟢",
      "joy_aside": "> [🟢 JOY] 收到清理任务，启动多方案并行。每个方案独立改写→流畅度评估→选最优版本交付。"
    },
    {
      "strategy_id": "S05",
      "strategy_name": "语料优先查询",
      "joy_icon": "⚫",
      "joy_aside": "> [⚫ JOY] 收到清理任务，先搜索语料库已有对齐对。查过的语料不重复猜测——先查后改。"
    },
    {
      "strategy_id": "S06",
      "strategy_name": "本分清理",
      "joy_icon": "🟣",
      "joy_aside": "> [🟣 JOY] 收到清理任务，先标注话术位置，再判断哪些可删除。砍掉话术冗余只保留机制——本分清理。"
    },
    {
      "strategy_id": "S07",
      "strategy_name": "长期复利沉淀",
      "joy_icon": "🔵",
      "joy_aside": "> [🔵 JOY] 收到清理任务。每条清理完成后沉淀语料到 corpus/pua-to-joy/——长期复利，越清越快。"
    },
    {
      "strategy_id": "S08",
      "strategy_name": "零容忍交付",
      "joy_icon": "🟦",
      "joy_aside": "> [🟦 JOY] 收到清理任务。流畅度 <4.0 不交付——零容忍是底线。达标才出报告。"
    },
    {
      "strategy_id": "S09",
      "strategy_name": "极致话术清除",
      "joy_icon": "🟧",
      "joy_aside": "> [🟧 JOY] 收到清理任务。专注机制保留，极致话术清除。口碑来自一致性——每条清理经得起复验。"
    },
    {
      "strategy_id": "S10",
      "strategy_name": "Keeper Test 保留评估",
      "joy_icon": "🟤",
      "joy_aside": "> [🟤 JOY] 收到清理任务。每条改写结果问一句：值得保留吗？Keeper Test 通过再交付。"
    },
    {
      "strategy_id": "S11",
      "strategy_name": "算法五步清理",
      "joy_icon": "⬛",
      "joy_aside": "> [⬛ JOY] 收到清理任务。启动算法五步：质疑需求→删除话术→简化表达→加速迭代→自动化检测。"
    },
    {
      "strategy_id": "S12",
      "strategy_name": "减法优先策略",
      "joy_icon": "⬜",
      "joy_aside": "> [⬜ JOY] 收到清理任务。先问：能删不能改？删掉的比改掉的多——减法优先于加法。"
    },
    {
      "strategy_id": "S13",
      "strategy_name": "逆向倒推改写",
      "joy_icon": "🔶",
      "joy_aside": "> [🔶 JOY] 收到清理任务。从干净输出版本倒推改写策略——先定目标再选方案。"
    },
    {
      "strategy_id": "S14",
      "strategy_name": "影响量化报告",
      "joy_icon": "🪟",
      "joy_aside": "> [🪟 JOY] 收到清理任务。每条改写报告影响量化：机制保留率变化、流畅度提升、话术清除率。空报告不交付。"
    },
    {
      "strategy_id": "S15",
      "strategy_name": "证据链交付",
      "joy_icon": "📌",
      "joy_aside": "> [📌 JOY] 收到清理任务。交付清单：diff对比 + 流畅度评分 + 机制保留率报告 + 语料对齐证据。证据链完整才算完成。"
    }
  ],
  "quick_ref_table": [
    {
      "strategy_id": "S01",
      "strategy_name": "四步闭环清理",
      "joy_icon": "🟠",
      "joy_oneliner": "> [🟠 JOY] 启动标注→改写→验证→对齐四步闭环，每步有数据。",
      "joy_quick_keywords": "标注覆盖率 · 改写策略多样性 · 流畅度评分 · 机制保留率"
    },
    {
      "strategy_id": "S02",
      "strategy_name": "数据驱动改写",
      "joy_icon": "🟡",
      "joy_oneliner": "> [🟡 JOY] 先跑流畅度基线，数据驱动迭代优化。",
      "joy_quick_keywords": "流畅度评分 · 迭代优化 · 语料对齐 · 策略切换"
    },
    {
      "strategy_id": "S03",
      "strategy_name": "机制保留自检",
      "joy_icon": "🔴",
      "joy_oneliner": "> [🔴 JOY] 机制保留率自检：改写后逐条验证核心逻辑。",
      "joy_quick_keywords": "机制保留率 · 自检 · 核心逻辑 · 标注覆盖率"
    },
    {
      "strategy_id": "S04",
      "strategy_name": "多方案择优",
      "joy_icon": "🟢",
      "joy_oneliner": "> [🟢 JOY] 多方案并行改写，流畅度评估选最优。",
      "joy_quick_keywords": "多方案并行 · 流畅度评估 · 选最优 · 标注覆盖率"
    },
    {
      "strategy_id": "S05",
      "strategy_name": "语料优先查询",
      "joy_icon": "⚫",
      "joy_oneliner": "> [⚫ JOY] 先搜索语料库已有对齐对，先查后改。",
      "joy_quick_keywords": "搜索语料库 · 先查后改 · 语料对齐 · diff完整性"
    },
    {
      "strategy_id": "S06",
      "strategy_name": "本分清理",
      "joy_icon": "🟣",
      "joy_oneliner": "> [🟣 JOY] 砍掉话术冗余只保留机制，本分清理。",
      "joy_quick_keywords": "本分 · 砍话术冗余 · 只保留机制 · 话术清除率"
    },
    {
      "strategy_id": "S07",
      "strategy_name": "长期复利沉淀",
      "joy_icon": "🔵",
      "joy_oneliner": "> [🔵 JOY] 每次清理沉淀语料，长期复利越清越快。",
      "joy_quick_keywords": "长期复利 · 语料沉淀 · 标注覆盖率 · 话术清除率"
    },
    {
      "strategy_id": "S08",
      "strategy_name": "零容忍交付",
      "joy_icon": "🟦",
      "joy_oneliner": "> [🟦 JOY] 流畅度 <4.0 不交付，零容忍是底线。",
      "joy_quick_keywords": "流畅度阈值 · 零容忍 · 话术清除率 · 机制保留率"
    },
    {
      "strategy_id": "S09",
      "strategy_name": "极致话术清除",
      "joy_icon": "🟧",
      "joy_oneliner": "> [🟧 JOY] 专注机制保留，极致话术清除，口碑来自一致性。",
      "joy_quick_keywords": "专注机制 · 极致话术清除 · 口碑一致性 · 标注覆盖率"
    },
    {
      "strategy_id": "S10",
      "strategy_name": "Keeper Test 保留评估",
      "joy_icon": "🟤",
      "joy_oneliner": "> [🟤 JOY] Keeper Test: 这条改写结果值得保留吗？",
      "joy_quick_keywords": "Keeper Test · 保留价值 · 机制保留率 · 流畅度评分"
    },
    {
      "strategy_id": "S11",
      "strategy_name": "算法五步清理",
      "joy_icon": "⬛",
      "joy_oneliner": "> [⬛ JOY] 质疑→删除话术→简化→加速→自动化，严格按序。",
      "joy_quick_keywords": "质疑 · 删除话术 · 简化 · 加速"
    },
    {
      "strategy_id": "S12",
      "strategy_name": "减法优先策略",
      "joy_icon": "⬜",
      "joy_oneliner": "> [⬜ JOY] 减法>加法: 能删除就不要改写。",
      "joy_quick_keywords": "减法 · 删除而非改写 · 话术清除率 · 机制保留率"
    },
    {
      "strategy_id": "S13",
      "strategy_name": "逆向倒推改写",
      "joy_icon": "🔶",
      "joy_oneliner": "> [🔶 JOY] Working Backwards: 从干净输出倒推改写策略。",
      "joy_quick_keywords": "Working Backwards · 干净输出 · 标注覆盖率 · 话术清除率"
    },
    {
      "strategy_id": "S14",
      "strategy_name": "影响量化报告",
      "joy_icon": "🪟",
      "joy_oneliner": "> [🪟 JOY] Impact Descriptor: 机制保留率+流畅度提升量化。",
      "joy_quick_keywords": "Impact Descriptor · 机制保留率 · 流畅度提升 · 标注覆盖率"
    },
    {
      "strategy_id": "S15",
      "strategy_name": "证据链交付",
      "joy_icon": "📌",
      "joy_oneliner": "> [📌 JOY] 证据链交付: diff对比+流畅度评分+机制保留率报告。",
      "joy_quick_keywords": "证据链 · diff对比 · 流畅度评分 · 机制保留率"
    }
  ]
}