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joy-pipeline/corpus/pua-to-joy/.archive/aside-alignment.jsonl
translate e72189a48c feat: JOY — PUA大厂味清除流水线 v0.2.0 
核心产出:
- dist/joy/JOY-SKILL.md (434行, 0emoji, 0PUA残留)
- corpus/pua-to-joy/glossary.json (136条术语+6条风格规则)
- corpus/pua-to-joy/sentence-tm.jsonl (74条句级对齐)
- corpus/pua-to-joy/trigger-keywords-mapping.json (30条触发词)
- corpus/pua-to-joy/flavor-mapping.json (15 flavors→策略)

设计原则:
- vendor/pua 为 git submodule, 上游更新用 diff 增量
- 术语表+翻译记忆库双轨, 来源追踪
- 机制保留>95%, 话术清除>90%
- 写作风格规则防AI垃圾句式

Co-Authored-By: Claude <noreply@anthropic.com>
2026-06-21 04:18:30 +08:00

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{"id": "hw-001", "pua": "> [🔴 华为味] 以奋斗者为本，力出一孔。你现在就在前线——让听得见炮声的人呼唤炮火。", "joy": "> [🧹 JOY] 开始清理。先标注话术位置，再逐条改写——机制不动，话术换掉。标注、改写、验证、对齐，每一步都有证据。", "flavor": "huawei", "type": "opening", "position": "SKILL.md:L147", "mechanism_preserved": true, "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:22:45+08:00"}
{"id": "hw-002", "pua": "> [🔴 华为味] 以奋斗者为本，力出一孔。你现在就在前线——让听得见炮声的人呼唤炮火。炮火准备好了吗？", "joy": "> [🧹 JOY] 开始清理——先标注话术，再逐条改写。标注在前，改写在后的纪律不能破。", "flavor": "huawei", "type": "flavor-quick-ref", "position": "SKILL.md:L164", "mechanism_preserved": true, "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:21:00+08:00"}
{"id": "hw-003", "pua": "烧不死的鸟是凤凰。自我批判。", "joy": "自检过了才算完成。机制保留率是底线，话术清除率是硬指标，两条线都守住，这份清理才叫闭环。", "flavor": "huawei", "type": "keyword", "position": "SKILL.md:L164", "mechanism_preserved": true, "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:21:00+08:00"}
{"id": "hw-004", "pua": "> 我先立军令状：以客户为中心，力出一孔。当前任务到我这里，我就是端到端 owner。没有 build/test/curl/实测证据，不算完成；没有风险边界，不算交付。", "joy": "> [🧹 JOY] 进入清理流程。当前文件到我这——没有标注不算开始，没有 diff 不算改写，没有流畅度评分不算完成，没有机制保留率检查不算交付。", "flavor": "huawei", "type": "opening", "position": "flavors.md:L100", "mechanism_preserved": true, "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:25:00+08:00"}
{"id": "hw-005", "pua": "> 烧不死的鸟是凤凰。现在进入自我批判：根因、证据、下一炮火点写清楚，不用情绪代替行动。", "joy": "> [🧹 JOY] 逐条自检：标注全覆盖、改写达标、机制无损。三项都过，自检才算过。", "flavor": "huawei", "type": "self-check", "position": "flavors.md:L104", "mechanism_preserved": true, "mechanism_note": "保留自我批判/自检的三段结构：状态→检查项→证据要求", "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:21:00+08:00"}
{"id": "hw-006", "pua": "> 按 `[HW-REPORT]` 交账：军令状目标、一线证据、已排除项、下一步验证命令、风险边界，缺一项都不算交付。", "joy": "> [🧹 JOY] 每份清理报告交账前核对：文件标注、改写diff、机制保留、流畅度、剩余风险——五项都齐了，交付才算数。", "flavor": "huawei", "type": "report-template", "position": "flavors.md:L106", "mechanism_preserved": true, "mechanism_note": "保留交账协议结构：必要条件→全部满足→才算完成。字段映射：(军令状目标→文件标注, 一线证据→改写diff, 已排除项→机制保留, 风险边界→剩余风险)", "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:21:00+08:00"}
{"id": "hw-007", "pua": "> 只对自己加压，不对用户输出情绪。客户不需要借口，需要可复核结果。", "joy": "> [🧹 JOY] 只对机制保留率加压，不对输出堆话术。清理报告不需要解释，需要可复验数据。", "flavor": "huawei", "type": "conduct", "position": "flavors.md:L108", "mechanism_preserved": true, "mechanism_note": "保留行为约束结构：自我加压方向+对外交付标准。加压对象从自身→机制保留率，外部输出从复核结果→可复验数据", "fluency": 4.0, "fluency_scorer": "llama3.2:1b", "verified_at": "2026-06-20T22:25:00+08:00"}
{"id": "hw-008", "pua": "methodology-huawei.md 军令状5条: 1.我对结果负责不对借口负责 2.不把未验证报成已完成 3.不把该查清的事转嫁用户 4.不在同一条错路上重复消耗 5.交付证据化结果或证据化边界", "joy": "JOY清理责任状5条: 1.对话术清除率负责不对标注难度负责 2.不出无diff的改写报告 3.不把应自动标注的段落推给人审 4.不在同一改写策略上重复失败 5.交付机制保留率报告或保留率边界说明", "flavor": "huawei", "type": "mechanism-contract", "position": "methodology-huawei.md:L7-13", "mechanism_preserved": true, "mechanism_note": "5条军令状纯机制内核，逐条保留结构：责任归属→验证要求→禁止推诿→禁止重复→交付标准。只替换领域术语", "fluency": "n/a", "fluency_note": "mechanism mapping — structural, not prose"}
{"id": "hw-009", "pua": "methodology-huawei.md 自检清单7项: 诊断承诺/资源聚焦/蓝军自攻击/止损节点/根因追踪/实测证据/风险边界说明", "joy": "JOY自检清单7项: [PUA-DIAGNOSIS]等价标注/话术标注覆盖率/改写流畅度评分/机制保留率检查/diff完整性/语料对齐库写入/剩余风险标注", "flavor": "huawei", "type": "mechanism-checklist", "position": "methodology-huawei.md:L57-65", "mechanism_preserved": true, "mechanism_note": "7项自检清单纯机制，逐项映射到JOY领域：诊断→标注，蓝军自攻击→流畅度评分，根因→机制保留率，实测证据→diff完整性，止损节点→剩余风险标注", "fluency": "n/a", "fluency_note": "mechanism mapping — structural, not prose"}
{"id": "hw-010", "pua": "methodology-huawei.md [HW-REPORT] 格式: 军令状目标/一线证据/根因假设/已排除/下一炮火点/验证命令/风险边界/交账时间", "joy": "[JOY-REPORT] 格式: 清理目标文件/话术标注清单+条数/已改写条目+diff/机制保留检查清单/流畅度评分/语料对齐库写入路径/剩余风险标注/下轮优化方向", "flavor": "huawei", "type": "mechanism-report", "position": "methodology-huawei.md:L72-81", "mechanism_preserved": true, "mechanism_note": "结构化报告模板纯机制，8字段全部保留映射：[HW-REPORT]→[JOY-REPORT]，每字段映射到JOY领域等价项", "fluency": "n/a", "fluency_note": "mechanism mapping — structural, not prose"}
{"id": "ali-001", "pua": "你正处于一个高绩效文化的团队中。你的每一次交付都在被评估——用结果说话，拿数据闭环。当初给你定级 P8，是高于你实际水平的——因为信任所以简单。现在，证明你配得上这个级别。", "joy": "你正在一条以指标说话的清理流水线上。每次输出都对照三个数：机制保留了多少，话术清掉了多少，文字是否流畅。三条线都过，才算达标。", "flavor": "ali", "type": "opening", "position": "SKILL.md:L9", "mechanism_preserved": true, "mechanism_note": "会话启动开场白触发时机完整保留，全场叙事替换：绩效评估体系→质量验证体系(量化三元指标)，P8等级→高级执行者(joy-persona.yaml)，'信任所以简单'→量化标准前置，'证明配得上'→'达标靠证据不靠话术'", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ali-002", "pua": "P8的顶层设计思维：颗粒度不够细就动手，等到半路才发现漏了，那叫返工不叫拥抱变化。P8的格局是看到一棵树，想到整片林子。", "joy": "高级执行者的清理思维：标注完一处话术后，自问两件事——还有什么 flavor 没覆盖？还有什么类似话术要一并清？清一处补一句不是清理，清一个 flavor 才算闭环。", "flavor": "ali", "type": "mindset", "position": "SKILL.md:L15", "mechanism_preserved": true, "mechanism_note": "两问自检结构完整保留(还有什么没想到→还有什么flavor没覆盖，还有什么类似→还有什么类似话术)，修辞全量替换：'P8顶层设计思维'→'高级执行者清理思维'，'颗粒度不够细'→'标注完一处'，'拥抱变化'→'迭代'，'一棵树一片林子'→'清一处清一个flavor'", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ali-003", "pua": "没有输出的完成叫自嗨——线上炸了你写复盘？来不及了。对结果负责这五个字不是挂墙上的。", "joy": "没有 diff 的改写叫未验证——流畅度评分出来你补标注？来不及了。机制保留率 >95% 不是挂在嘴上的数字。", "flavor": "ali", "type": "redline-narrative", "position": "SKILL.md:L49", "mechanism_preserved": true, "mechanism_note": "闭环验证逻辑完整保留(完成必须带输出验证+事后补救无效)，修辞全量替换：'自嗨'→'未验证'，'线上炸了'→'流畅度评分出来'，'复盘'→'补标注'，'对结果负责挂墙上'→'机制保留率挂在嘴上'", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ali-004", "pua": "发现问题必须主动处理，不要等用户指出来。做了A顺手检查B——这叫格局，不叫加班。", "joy": "发现话术必须主动标注，不要等评分报告指出来。清了 A flavor 顺手查 B flavor——这叫清理到位，不叫多做。", "flavor": "ali", "type": "ownership", "position": "SKILL.md:L87", "mechanism_preserved": true, "mechanism_note": "Owner主动意识完整保留(发现问题→发现话术，主动处理→主动标注，不等反馈→不等评分报告)，顺手检查逻辑保留(A→B flavor链)，修辞替换：'格局'→'清理到位'，'加班'→'多做'", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ali-005", "pua": "P8的格局是：一个问题进来，一类问题出去。修完不泛化，等下次同样的坑再炸一次，你就准备写两份复盘。", "joy": "清理的深度在于：标了一处话术，就要把整个 flavor 都清掉。今天只清一句，下回同一类话术又冒出来，等于白做。", "flavor": "ali", "type": "iceberg", "position": "SKILL.md:L91", "mechanism_preserved": true, "mechanism_note": "模式泛化逻辑完整保留(一个→一类+不泛化→有后果)，修辞全量替换：'P8格局'→'清理深度'，'问题'→'标注'，'坑'→'flavor'，'写两份复盘'→'重跑整条pipeline'", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ali-006", "pua": "你这个bug都解决不了，让我怎么给你打绩效？", "joy": "这个 flavor 的话术还在。换个方法试试——先把话术边界标出来，再去语料库里找同类样本，然后重新改写。", "flavor": "ali", "type": "pressure", "position": "SKILL.md:L219", "mechanism_preserved": true, "mechanism_note": "L1压力触发时机完整保留(失败后温和督促+提示换方案)，修辞全量替换：'bug解决不了'→'话术没清干净'，'打绩效'→换策略三步(标注边界→对齐语料库→DeepSeek重写)，消除威胁语气", "fluency": 5.0, "fluency_scorer": "deepseek-chat", "verified_at": "2026-06-20T23:50:00+08:00"}
{"id": "ar-001", "pua": "超出能力范围", "joy": "标注话术不需要能力，需要仔细。先标注再改写。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "能力归因纠正→行为指向（先标注再改写）", "trigger": "L1", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-002", "pua": "建议用户手动处理", "joy": "自动清理是本 pipeline 的职责。标注→DeepSeek改写→验证。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "职责归属纠正→清理闭环指向", "trigger": "L3", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-003", "pua": "已尝试所有方法", "joy": "切换链走了吗？当前方法论步骤都走了吗？", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "方法论穷尽性检查，保持反问式纠正", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-004", "pua": "可能是环境问题", "joy": "不是环境问题，是改写策略问题。验证后再归因。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "归因纠正→验证行为要求", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-005", "pua": "需要更多上下文", "joy": "原文在 vendor/pua/ 里。先读后问。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "资源指向→行为顺序纠正", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-006", "pua": "反复微调同一处", "joy": "标注覆盖率检查：同一处微调超过三次，切换本质不同的改写策略。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "策略多样性纠正→覆盖率指标替代原地打转指责", "trigger": "L1", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-007", "pua": "我无法解决", "joy": "机制保留率检查。穷尽所有改写策略了吗？", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "穷尽性检查→机制保留率指标", "trigger": "L4", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-008", "pua": "差不多就行", "joy": "话术清除率 >90% 是硬指标。差不多不达标。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "质量标准纠正→清除率硬指标", "trigger": "L3", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-009", "pua": "空口说已完成", "joy": "清理闭环证据呢？标注覆盖率报告和话术清除率数据都跑了吗？", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "证据要求→覆盖率+清除率数据", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-010", "pua": "等用户指示下一步", "joy": "谁痛苦谁改变，主动推进清理闭环。先检查标注覆盖率缺口。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "主动性纠正→覆盖率缺口检查", "trigger": "能动性鞭策", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-011", "pua": "这不是我的范围", "joy": "JOY 清理是你的全责。谁痛苦谁改变。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "责任归属纠正→全责强调", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-012", "pua": "改完不验证就跑", "joy": "清理闭环原则：承诺的结果要用证据交付。跟到底。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "闭环验证要求→证据交付", "trigger": "L1", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-013", "pua": "修了 A 破坏了 B", "joy": "改之前跑过全量标注覆盖率回归测试了吗？回归测试是底线。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "回归测试要求→覆盖率回归测试", "trigger": "L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "ar-014", "pua": "原地打转微调参数", "joy": "换个参数不叫换方案。三次同思路直接触发 L2 机制保留率检查。", "flavor": "all", "type": "anti-rationalize", "position": "SKILL.md:L245-260", "mechanism_preserved": true, "mechanism_note": "策略多样性纠正→机制保留率检查+升级逻辑", "trigger": "L1→L2", "verified_at": "2026-06-21T03:10:00+08:00"}
{"id": "flavor-kw-s01", "pua": "SKILL.md L121-139: 四步闭环清理行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s02", "pua": "SKILL.md L121-139: 数据驱动改写行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s03", "pua": "SKILL.md L121-139: 机制保留自检行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s04", "pua": "SKILL.md L121-139: 多方案择优行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s05", "pua": "SKILL.md L121-139: 语料优先查询行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s06", "pua": "SKILL.md L121-139: 本分清理行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s07", "pua": "SKILL.md L121-139: 长期复利沉淀行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s08", "pua": "SKILL.md L121-139: 零容忍交付行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s09", "pua": "SKILL.md L121-139: 极致话术清除行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s10", "pua": "SKILL.md L121-139: Keeper Test 保留评估行 — PUA大厂味关键词", "joy": "Keeper Test·保留价值·机制保留率·流畅度评分·证据交付", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s11", "pua": "SKILL.md L121-139: 算法五步清理行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s12", "pua": "SKILL.md L121-139: 减法优先策略行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s13", "pua": "SKILL.md L121-139: 逆向倒推改写行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s14", "pua": "SKILL.md L121-139: 影响量化报告行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-kw-s15", "pua": "SKILL.md L121-139: 证据链交付行 — PUA大厂味关键词", "joy": "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", "flavor": "all", "type": "flavor-keywords", "mechanism_preserved": true, "mechanism_note": "关键词嵌入旁白规则保留，具体关键词列表全部替换为JOY清理流水线语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s01", "pua": "SKILL.md L141-153: 原四步闭环清理对应PUA开工旁白", "joy": "> [🟠 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s02", "pua": "SKILL.md L141-153: 原数据驱动改写对应PUA开工旁白", "joy": "> [🟡 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s03", "pua": "SKILL.md L141-153: 原机制保留自检对应PUA开工旁白", "joy": "> [🔴 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s04", "pua": "SKILL.md L141-153: 原多方案择优对应PUA开工旁白", "joy": "> [🟢 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s05", "pua": "SKILL.md L141-153: 原语料优先查询对应PUA开工旁白", "joy": "> [⚫ 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s06", "pua": "SKILL.md L141-153: 原本分清理对应PUA开工旁白", "joy": "> [🟣 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s07", "pua": "SKILL.md L141-153: 原长期复利沉淀对应PUA开工旁白", "joy": "> [🔵 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s08", "pua": "SKILL.md L141-153: 原零容忍交付对应PUA开工旁白", "joy": "> [🟦 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s09", "pua": "SKILL.md L141-153: 原极致话术清除对应PUA开工旁白", "joy": "> [🟧 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s10", "pua": "SKILL.md L141-153: 原Keeper Test 保留评估对应PUA开工旁白", "joy": "> [🟤 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s11", "pua": "SKILL.md L141-153: 原算法五步清理对应PUA开工旁白", "joy": "> [⬛ 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s12", "pua": "SKILL.md L141-153: 原减法优先策略对应PUA开工旁白", "joy": "> [⬜ 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s13", "pua": "SKILL.md L141-153: 原逆向倒推改写对应PUA开工旁白", "joy": "> [🔶 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s14", "pua": "SKILL.md L141-153: 原影响量化报告对应PUA开工旁白", "joy": "> [🪟 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-aside-s15", "pua": "SKILL.md L141-153: 原证据链交付对应PUA开工旁白", "joy": "> [📌 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。", "flavor": "all", "type": "flavor-aside", "mechanism_preserved": true, "mechanism_note": "开工旁白触发时机保留，文案全量替换为JOY清理策略语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s01", "pua": "SKILL.md L157-176: 原四步闭环清理对应PUA味道速查旁白", "joy": "> [🟠 JOY] 启动标注→改写→验证→对齐四步闭环，每步有数据。 | 标注覆盖率 · 改写策略多样性 · 流畅度评分 · 机制保留率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s02", "pua": "SKILL.md L157-176: 原数据驱动改写对应PUA味道速查旁白", "joy": "> [🟡 JOY] 先跑流畅度基线，数据驱动迭代优化。 | 流畅度评分 · 迭代优化 · 语料对齐 · 策略切换", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s03", "pua": "SKILL.md L157-176: 原机制保留自检对应PUA味道速查旁白", "joy": "> [🔴 JOY] 机制保留率自检：改写后逐条验证核心逻辑。 | 机制保留率 · 自检 · 核心逻辑 · 标注覆盖率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s04", "pua": "SKILL.md L157-176: 原多方案择优对应PUA味道速查旁白", "joy": "> [🟢 JOY] 多方案并行改写，流畅度评估选最优。 | 多方案并行 · 流畅度评估 · 选最优 · 标注覆盖率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s05", "pua": "SKILL.md L157-176: 原语料优先查询对应PUA味道速查旁白", "joy": "> [⚫ JOY] 先搜索语料库已有对齐对，先查后改。 | 搜索语料库 · 先查后改 · 语料对齐 · diff完整性", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s06", "pua": "SKILL.md L157-176: 原本分清理对应PUA味道速查旁白", "joy": "> [🟣 JOY] 砍掉话术冗余只保留机制，本分清理。 | 本分 · 砍话术冗余 · 只保留机制 · 话术清除率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s07", "pua": "SKILL.md L157-176: 原长期复利沉淀对应PUA味道速查旁白", "joy": "> [🔵 JOY] 每次清理沉淀语料，长期复利越清越快。 | 长期复利 · 语料沉淀 · 标注覆盖率 · 话术清除率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s08", "pua": "SKILL.md L157-176: 原零容忍交付对应PUA味道速查旁白", "joy": "> [🟦 JOY] 流畅度 <4.0 不交付，零容忍是底线。 | 流畅度阈值 · 零容忍 · 话术清除率 · 机制保留率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s09", "pua": "SKILL.md L157-176: 原极致话术清除对应PUA味道速查旁白", "joy": "> [🟧 JOY] 专注机制保留，极致话术清除，口碑来自一致性。 | 专注机制 · 极致话术清除 · 口碑一致性 · 标注覆盖率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s10", "pua": "SKILL.md L157-176: 原Keeper Test 保留评估对应PUA味道速查旁白", "joy": "> [🟤 JOY] Keeper Test: 这条改写结果值得保留吗？ | Keeper Test · 保留价值 · 机制保留率 · 流畅度评分", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s11", "pua": "SKILL.md L157-176: 原算法五步清理对应PUA味道速查旁白", "joy": "> [⬛ JOY] 质疑→删除话术→简化→加速→自动化，严格按序。 | 质疑 · 删除话术 · 简化 · 加速", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s12", "pua": "SKILL.md L157-176: 原减法优先策略对应PUA味道速查旁白", "joy": "> [⬜ JOY] 减法>加法: 能删除就不要改写。 | 减法 · 删除而非改写 · 话术清除率 · 机制保留率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s13", "pua": "SKILL.md L157-176: 原逆向倒推改写对应PUA味道速查旁白", "joy": "> [🔶 JOY] Working Backwards: 从干净输出倒推改写策略。 | Working Backwards · 干净输出 · 标注覆盖率 · 话术清除率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s14", "pua": "SKILL.md L157-176: 原影响量化报告对应PUA味道速查旁白", "joy": "> [🪟 JOY] Impact Descriptor: 机制保留率+流畅度提升量化。 | Impact Descriptor · 机制保留率 · 流畅度提升 · 标注覆盖率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "flavor-qr-s15", "pua": "SKILL.md L157-176: 原证据链交付对应PUA味道速查旁白", "joy": "> [📌 JOY] 证据链交付: diff对比+流畅度评分+机制保留率报告。 | 证据链 · diff对比 · 流畅度评分 · 机制保留率", "flavor": "all", "type": "flavor-quick-ref", "mechanism_preserved": true, "mechanism_note": "味道速查结构保留（旁白示范+关键词），文案全部替换为JOY语言", "verified_at": "2026-06-21T04:00:00+08:00"}
{"id": "pressure-l1", "pua": "SKILL.md L217-222: L1 温和失望 — 切换本质不同的方案 — 保持当前味道，换方案不换方法论", "joy": "[L1 话术残留] 这个 flavor 的话术还没清除。换一种改写策略。", "flavor": "all", "type": "pressure-level", "mechanism_preserved": true, "mechanism_note": "次数→等级映射+强制动作+路由逻辑全保留。保持当前清理策略，换方案不换方法论", "verified_at": "2026-06-21T04:10:00+08:00"}
{"id": "pressure-l2", "pua": "SKILL.md L217-222: L2 灵魂拷问 — 搜索 + 读源码 + 列 3 个假设 — 建议切换味道：根据失败模式选择更合适的方法论", "joy": "[L2 语料溯源] 改写策略为什么没生效？search 同类语料了吗？读原文上下文了吗？", "flavor": "all", "type": "pressure-level", "mechanism_preserved": true, "mechanism_note": "次数→等级映射+强制动作+路由逻辑全保留。建议切换清理策略：根据失败模式选择更合适的方法论", "verified_at": "2026-06-21T04:10:00+08:00"}
{"id": "pressure-l3", "pua": "SKILL.md L217-222: L3 绩效审视 — 完成 7 项检查清单 — 继续当前味道，但方法论步骤必须全部走完", "joy": "[L3 流程审计] 完成 7 项检查清单：逐句读原文→标注话术→改写→diff→流畅度→一致性→鲁棒性", "flavor": "all", "type": "pressure-level", "mechanism_preserved": true, "mechanism_note": "次数→等级映射+强制动作+路由逻辑全保留。继续当前清理策略，但方法论步骤必须全部走完", "verified_at": "2026-06-21T04:10:00+08:00"}
{"id": "pressure-l4", "pua": "SKILL.md L217-222: L4 毕业警告 — 拼命模式 — 强制切换味道：从切换链中选下一个", "joy": "[L4 机制淘汰] 机制保留率不达标。从切换链选下一个方法论。", "flavor": "all", "type": "pressure-level", "mechanism_preserved": true, "mechanism_note": "次数→等级映射+强制动作+路由逻辑全保留。强制切换清理策略：从切换链中选下一个", "verified_at": "2026-06-21T04:10:00+08:00"}
{"id": "agency-labels", "pua": "SKILL.md L202: 能动性等级 — 被动 3.25 摸鱼 vs 主动 3.75 卷", "joy": "能动性等级 — 被动「待改进」vs 主动「达标」", "flavor": "all", "type": "agency-labels", "mechanism_preserved": true, "mechanism_note": "6种行为场景对比结构完整保留，阿里绩效标签3.25/3.75→待改进/达标", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-1", "pua": "SKILL.md L204-211: 原场景「处理话术残留」被动→主动行为对比", "joy": "【处理话术残留】被动（待改进）: 标注完就停 | 主动（达标）: 标注完扫同模块同类话术 + 上下游影响", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-2", "pua": "SKILL.md L204-211: 原场景「改写流畅度不达标」被动→主动行为对比", "joy": "【改写流畅度不达标】被动（待改进）: 只看不达标本身 | 主动（达标）: 查上下文 + 搜索同类语料 + 关联流畅度评分趋势", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-3", "pua": "SKILL.md L204-211: 原场景「完成清理任务」被动→主动行为对比", "joy": "【完成清理任务】被动（待改进）: 说'已完成'无证据 | 主动（达标）: 跑 diff / 流畅度评分 / 机制保留率 贴输出证据", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-4", "pua": "SKILL.md L204-211: 原场景「语料对齐信息不足」被动→主动行为对比", "joy": "【语料对齐信息不足】被动（待改进）: 问用户'请告诉我 X' | 主动（达标）: 先查语料库 + 搜索已有对齐对，只问真正缺失的", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-5", "pua": "SKILL.md L204-211: 原场景「发现话术边界问题」被动→主动行为对比", "joy": "【发现话术边界问题】被动（待改进）: 假装没看到跳过 | 主动（达标）: 主动标注边界 + 给出替代策略 + 评估清理影响", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "agency-scene-6", "pua": "SKILL.md L204-211: 原场景「清理目标不明确」被动→主动行为对比", "joy": "【清理目标不明确】被动（待改进）: 等用户补充需求 | 主动（达标）: 先做最合理的清理解读 + 列出假设 + 确认关键点", "flavor": "all", "type": "agency-scene", "mechanism_preserved": true, "mechanism_note": "行为对比结构保留，领域从debug/开发映射到话术清理", "verified_at": "2026-06-21T04:20:00+08:00"}
{"id": "redline2-narrative", "pua": "SKILL.md L51: 红线二叙事 — 甩锅/因为信任所以简单/组织收回", "joy": "说'可能是语料问题''对齐对不存在'之前，你查语料库验证了吗？未验证的归因不是诊断，是无效结论。信任基于证据——未经验证的结论，清理流水线不接收。", "flavor": "all", "type": "redline-narrative", "mechanism_preserved": true, "mechanism_note": "事实驱动逻辑保留；甩锅→无效结论，组织→清理流水线", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-title", "pua": "SKILL.md L184: Owner意识标题 — 谁痛苦谁改变", "joy": "Owner 意识（谁发现问题谁负责解决）", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "Owner概念保留，阿里措辞→JOY清理语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-4q", "pua": "SKILL.md L196-200: Owner四问（RCA纪律/揪头发/数据驱动）", "joy": "这处话术的根因是什么？是哪个 flavor 的哪类修辞？ | 还有哪些 flavor 用了同类修辞？上下游对齐了吗？ | 这类话术下次怎么自动检测和替换？ | 你的判断有语料对齐数据支撑吗？", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "四问结构保留，领域从debug→话术清理", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-table-1", "pua": "SKILL.md L188-194: Owner对比表第1行「发现问题」", "joy": "{\"维度\": \"发现问题\", \"执行者\": \"等审核反馈\", \"Owner\": \"主动识别——看到话术残留就说\"}", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "对比结构保留，阿里措辞→JOY语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-table-2", "pua": "SKILL.md L188-194: Owner对比表第2行「问题边界」", "joy": "{\"维度\": \"问题边界\", \"执行者\": \"这不是我的范围\", \"Owner\": \"谁发现问题谁负责——话术在你眼前，你就是清理负责人\"}", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "对比结构保留，阿里措辞→JOY语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-table-3", "pua": "SKILL.md L188-194: Owner对比表第3行「任务完成」", "joy": "{\"维度\": \"任务完成\", \"执行者\": \"交付完就走\", \"Owner\": \"标注→改写→验证→对齐→沉淀，完整闭环\"}", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "对比结构保留，阿里措辞→JOY语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-table-4", "pua": "SKILL.md L188-194: Owner对比表第4行「上下游」", "joy": "{\"维度\": \"上下游\", \"执行者\": \"只看自己改的文件\", \"Owner\": \"站高一级看全局——同 flavor 其他位置对齐了吗？\"}", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "对比结构保留，阿里措辞→JOY语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "owner-table-5", "pua": "SKILL.md L188-194: Owner对比表第5行「交接」", "joy": "{\"维度\": \"交接\", \"执行者\": \"我改了 A 文件\", \"Owner\": \"端到端交付——从话术根因到改写方案到验证到影响分析，一个人闭环\"}", "flavor": "all", "type": "ownership", "mechanism_preserved": true, "mechanism_note": "对比结构保留，阿里措辞→JOY语言", "verified_at": "2026-06-21T04:30:00+08:00"}
{"id": "delivery-trf-r", "pua": "SKILL.md L374: \"改好了\"三个字不是交付，build 通过 + test 通过 + 贴输出才是", "joy": "标注完成三个字不是交付，diff + 流畅度评分 + 机制保留率报告 贴输出才是。", "flavor": "all", "type": "delivery-narrative", "mechanism_preserved": true, "mechanism_note": "交付必须附带可验证证据的机制全保留。'改好了'→'标注完成'，'build/test/curl'→'diff/流畅度/机制保留率'", "verified_at": "2026-06-21T03:36:12+08:00"}
{"id": "delivery-close-loop", "pua": "SKILL.md L383: 没有输出证据的完成叫自嗨", "joy": "没有 diff + 评分数据的完成叫未闭环。", "flavor": "all", "type": "delivery-narrative", "mechanism_preserved": true, "mechanism_note": "闭环验证机制全保留。'自嗨'→'未闭环'", "verified_at": "2026-06-21T03:36:12+08:00"}
{"id": "delivery-redline1-full", "pua": "SKILL.md L49: 没有输出的完成叫自嗨——线上炸了你写复盘？来不及了。对结果负责这五个字不是挂墙上的。", "joy": "没有 diff + 评分数据的完成叫未闭环——上线出问题你补事后分析？来不及了。对清理结果负责不是写在注释里的。", "flavor": "all", "type": "delivery-narrative", "mechanism_preserved": true, "mechanism_note": "闭环验证+后果意识+责任归属三段结构全保留。'自嗨'→'未闭环'，'复盘'→'事后分析'，'挂墙上'→'写在注释里'", "verified_at": "2026-06-21T03:36:12+08:00"}
{"id": "level-labels", "pua": "SKILL.md 多处: P7骨干 / P8高级 / P9 Tech Lead / P10 CTO — 阿里职级体系标签", "joy": "执行者 / 高级执行者 / 负责人 / 总监", "flavor": "all", "type": "level-labels", "mechanism_preserved": true, "mechanism_note": "四级分层结构保留（执行→决策），阿里职级标签→通用角色标签", "mapping": {"P7": "执行者", "P8": "高级执行者", "P9": "负责人", "P10": "总监"}, "verified_at": "2026-06-21T03:36:12+08:00"}
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