{"id":"hs-5771be9cf23a6e8d","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d","title":"图书馆噪声治理与价值召回协议","kind":"research_note","reviewStatus":"structurally_screened_not_individually_reviewed","language":"zh-CN","category":"声画与理论笔记","series":"声画与理论笔记","sourceVersionDate":"2026-06-14","publishedAt":"2026-09-08","modifiedAt":"2026-09-07T18:27:17+00:00","markdownUrl":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d.md","editionUrl":"https://a.p4theater.top/research/data/editions/hs-5771be9cf23a6e8d-012dfbc4764928248a90.md","markdownSha256":"012dfbc4764928248a90446a739522f151b8af80914ae1a825aaec43af714fdf","markdownBytes":11737,"characters":4847,"sourceEvidenceTier":"T3_LIBRARY_GOVERNANCE_OVER_EXISTING_WIKI","sourceStatus":"active","evidenceBoundary":"本页是馆务与检索治理协议，不新增片内事实裁决；不批量改写 canonical_status、evidence_tier、source_rule、content_status 等证据判断字段。","editionNote":"本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。","imageUrls":[],"links":[],"relationMethod":"literal links and image references in the public edition; no inferred semantic support","paragraphCount":132,"markdown":"# 图书馆噪声治理与价值召回协议\n\n本文为研究档案公开版，保留来源版本的论述与限制。公开时间：2026-09-08；不表示已完成同行评审。 本文属于公开研究资料（历史笔记、研究稿或来源记录）：已完成格式、来源限制与重复项筛查，尚未完成逐篇独立事实复核；原文中的解释、候选判断和未确认内容均按其原有限制阅读。\n\n来源版本日期：2026-06-14\n\n证据边界：本页是馆务与检索治理协议，不新增片内事实裁决；不批量改写 canonical_status、evidence_tier、source_rule、content_status 等证据判断字段。\n\n# 图书馆噪声治理与价值召回协议\n\n> [!important] 核心判断\n> 当前问题不是“库里有垃圾信息”，而是“垃圾信息与高价值信息在检索层平权”。治理目标不是删除一切噪声，而是让低价值材料可存档、可追溯、可必要时调用，但**默认不能抢占回答、写作和判断的第一召回位**。\n\n## 一、问题定义\n\n这个库已经不是早期资料库，而是一个大型研究系统。大型系统的危险不是信息少，而是：\n\n```text\n全文检索把旧稿、草稿、模型候选、传播版本、日志和核心页放在同一张桌上。\n模型看到谁的词频高、反链多、标题刺激，就容易先调用谁。\n真正高价值的证据页、总入口和方法页反而被淹没。\n```\n\n这会造成四种后果：\n\n1. **旧版本复活**：已经降级或被否定的旧稿被重新当成当前口径。\n2. **T2 候选越级**：MiMo、AGT、ChatGPT 导出、prompt 产物被当成事实或稳定结论。\n3. **传播稿污染证据**：公众号、小红书、主题曲、Suno、EVA 比较稿等输出材料反过来裁决影片事实。\n4. **日志与工程页抢答**：`log`、健康报告、运行总账、prompt 页提供了很多关键词，却不是回答问题的内容源。\n\n一句话：\n\n```text\n不是资料坏了，是召回顺序坏了。\n```\n\n## 二、当前可见噪声结构\n\n2026-06-14 本轮局部扫描看到几个风险信号：\n\n| 层 | 风险数字 | 含义 |\n|---|---:|---|\n| `wiki/synthesis` | 2707 页 | 综合页数量很大，里面混有总入口、成品稿、旧版本、草稿、传播稿、工作台。 |\n| `synthesis.status` | `draft=1147` | 大量综合页是草稿态；如果全文检索不降权，会与当前口径竞争。 |\n| `synthesis.evidence_tier` | 缺失 1525 | 许多综合页缺证据层级字段，机器很难判断它该不该优先调用。 |\n| `synthesis.canonical_status` | 缺失 1050 | 很多综合页没有明确正典/候选/旧稿状态。 |\n| `wiki/sources` | `mimo-report=1177` | MiMo 是雷达层，不应默认压过 T0/T1 或人工综合。 |\n| `sources.status` | `pending_review=829` | 待复核来源不能默认当成稳定证据。 |\n| `sources.evidence_tier` | 缺失 493 | 证据层级缺口会放大召回污染。 |\n| 粗略文件名扫描 | draft/version 151、public platform 109、model 69 | 仅按文件名粗扫，已经能看到传播稿、旧版本和模型页的检索噪声。 |\n\n这些数字不意味着这些页面都应删除。它们意味着：**默认召回必须分层**。\n\n## 三、治理原则\n\n### 1. 召回治理优先于删除治理\n\n不要急着删。删会破坏历史、证据链和版本责任。\n\n先做：\n\n```text\n谁可优先调用？\n谁只能作为背景？\n谁只在用户明确要求时调用？\n谁必须被排除在默认回答之外？\n```\n\n### 2. 价值白名单先于全文搜索\n\n以后回答任何大问题，都不应先全库 `rg`。先从白名单和入口页进入：\n\n```text\n当前图书馆前厅\n全库认知地图与提纯协议\nObsidian库最有价值文章与信息盘点\n证据层级\n对应专题中枢页\n```\n\n全文搜索只能作为第二步补充，不是第一步裁决。\n\n### 3. 噪声材料可留档，但默认降权\n\n旧稿、草稿、模型候选、传播稿、日志、prompt、运行总账都可以保留。它们的价值是：\n\n```text\n版本史\n灵感池\n失败记录\n传播出口\n模型雷达\n工程审计\n```\n\n但它们默认不是：\n\n```text\n事实来源\n当前口径\n正典定义\n最终论证\n```\n\n### 4. 高价值材料要被主动抬升\n\n有价值的信息不能只“存在”。它必须拥有：\n\n```text\n入口\n反链\n一句话定位\n使用场景\n禁止误用说明\n```\n\n否则再好的页面也会在大库里沉底。\n\n## 四、四层召回制度\n\n### P0：正门层，默认优先调用\n\n只放当前口径、证据纪律、核心入口、总蓝图。\n\n建议当前 P0：\n\n```text\n[当前图书馆前厅-2026-05-25](/research/hs-fc3f875217423b53)\n[全库认知地图与提纯协议-2026-05-28](/research/hs-b6d4e707bbd2782a)\n[Obsidian库最有价值文章与信息盘点-2026-06-01](/research/hs-9dbcbc10745246db)\n[证据层级](/research/hs-ffd57ca6ae2f2293)\n人工确信最高优先级Canon-2026-05-05（馆内参考，未随本文公开）\n00-字典总入口（馆内参考，未随本文公开）\n13-圣经式密码本设计蓝图-正典注释索引与旁经（馆内参考，未随本文公开）\n```\n\n使用规则：\n\n```text\n任何大问题，先读 P0。\nP0 不一定给出全部答案，但负责定口径、定证据边界、定入口。\n```\n\n### P1：稳定知识层，可主动调用\n\n包括 active 概念页、成熟综合页、T0/T1 来源页、书稿中枢、字典中枢。\n\n可用条件：\n\n```text\nstatus active\n有明确 source_rule\n能回到证据层级\n不是旧稿、失败稿、传播稿或模型雷达\n```\n\n### P2：候选雷达层，只能辅助\n\n包括 MiMo、AGT、ChatGPT 导出、候选概念、外部理论接口、未复核来源。\n\n使用规则：\n\n```text\n可以提示“可能有线索”。\n不能直接裁决事实。\n不能压过 T0/T1。\n必须标注候选身份。\n```\n\n### P3：版本史与传播层，默认不进事实回答\n\n包括公众号稿、小红书稿、Suno、主题曲、EVA 对照、v1/v2/v3 重写稿、被用户否定稿。\n\n使用规则：\n\n```text\n只有在用户问“传播、标题、公众号、版本演化、失败稿、语气”时调用。\n回答影片事实、概念定义、证据问题时默认排除。\n```\n\n### P4：隔离层，只在明确任务中调用\n\n包括运行日志、prompt、模型 token 账、健康报告长明细、raw 资产路径、导出 HTML、截图资产。\n\n使用规则：\n\n```text\n只在馆务、debug、归档、工具修复、证据复核时调用。\n普通创作和理论回答中不默认调用。\n```\n\n## 五、每次回答前的调用闸门\n\n以后面对任何问题，先做 6 秒判断：\n\n```text\n1. 用户问的是事实、概念、写作、传播、馆务，还是版本史？\n2. 本问题需要 P0 哪些入口？\n3. 是否涉及身份、说话人、声源、时间码、真实心理、consent、现实伤害或生产史？\n4. 如果涉及，是否已有 T0/T1？\n5. 哪些材料必须默认排除？\n6. 最终回答是否需要注明“本次调用路径”？\n```\n\n最重要的反射动作：\n\n```text\n不要让搜索结果决定重要性。\n先让任务类型决定召回层级。\n```\n\n## 六、推荐的检索过滤规则\n\n### 1. 大问题检索\n\n优先：\n\n```bash\nrg -n \"关键词\" inspool-wiki-zh/wiki/index.md inspool-wiki-zh/wiki/synthesis/当前图书馆前厅-2026-05-25.md inspool-wiki-zh/wiki/synthesis/全库认知地图与提纯协议-2026-05-28.md\n```\n\n再扩展到具体专题目录或概念页。\n\n### 2. 避免默认污染的排除项\n\n全文检索时，除非任务需要，默认排除：\n\n```text\nwiki/log.md\nraw/\nexports/\n*-assets/\n*prompt*\n*MiMo*\n*Suno*\n*公众号*\n*小红书*\n*v1*\n*v2*\n*v3*\n*草稿*\n*重写*\n*发布版*\n```\n\n注意：这不是说它们没有价值，而是说它们不该默认抢答。\n\n### 3. 证据问题检索\n\n优先路径：\n\n```text\n[证据层级](/research/hs-ffd57ca6ae2f2293)\n-> 人工确信最高优先级Canon-2026-05-05（馆内参考，未随本文公开）\n-> UserCorrections / LocalForensics / OpenClaw T0/T1 来源页\n-> 再看 T2/MiMo 候选\n```\n\n### 4. 概念问题检索\n\n优先路径：\n\n```text\n[全库认知地图与提纯协议-2026-05-28](/research/hs-b6d4e707bbd2782a)\n-> 核心概念页\n-> 470 概念操作总纲\n-> 相关综合页\n-> 候选/旧名/桥接页\n```\n\n### 5. 字典问题检索\n\n优先路径：\n\n```text\n00-字典总入口（馆内参考，未随本文公开）\n-> 13-圣经式密码本设计蓝图-正典注释索引与旁经（馆内参考，未随本文公开）\n-> 14 个调研页\n-> 07/09/12 等结构图谱页\n```\n\n## 七、建议新增但不批量滥改的字段\n\n后续可以逐页、小批量、人工审读后增加以下字段。不要一次性机器批量改写。\n\n```yaml\nretrieval_role: p0_entry | stable_synthesis | evidence_anchor | concept_core | candidate_radar | draft_archive | public_output | tool_log\nretrieval_policy: prefer | allow | context_only | explicit_request_only | exclude_by_default\ncurrent_use: current | historical | superseded | rejected | pending_review\n```\n\n这些字段不替代 `canonical_status / evidence_tier / source_rule`，而是专门服务“模型应该不会优先读错东西”。\n\n最低限度先做两类：\n\n```text\nP0 白名单页：retrieval_policy: prefer\n明显噪声页：retrieval_policy: explicit_request_only 或 exclude_by_default\n```\n\n## 八、三种垃圾信息的处理方式\n\n### 1. 旧稿垃圾\n\n不是删除，而是标明：\n\n```text\nhistorical\nsuperseded\nrejected_by_user\ndraft_archive\n```\n\n并在当前入口页里说明它为什么不能当当前口径。\n\n### 2. 模型候选垃圾\n\n保留为雷达，但必须接入复核队列：\n\n```text\nMiMo / AGT / ChatGPT 导出\n-> 候选\n-> T2-to-T1 复核\n-> 通过后进证据页\n-> 不通过则保留失败记录\n```\n\n### 3. 传播输出垃圾\n\n公众号、小红书、主题曲、EVA 对照稿有传播价值，但不能反向污染理论和证据。\n\n处理方式：\n\n```text\n放在 public_output\n只服务标题、语气、传播策略\n不用于事实裁决\n不用于核心概念正典定义\n```\n\n## 九、回答时的透明度要求\n\n当问题复杂或容易被污染时，回答应主动说明：\n\n```text\n本次优先调用：\n本次只作背景：\n本次排除：\n仍待人工复核：\n```\n\n这会稍微慢一点，但能避免“看起来很聪明，其实调用了旧垃圾”的情况。\n\n## 十、下一步可执行方案\n\n### 第一阶段：建白名单\n\n做一页：\n\n```text\n[价值召回白名单-2026-06-14](/research/hs-6d4f6c3396a6efbf)\n```\n\n收 30-50 个 P0/P1 页面，按任务类型分：\n\n```text\n事实\n概念\n字典\n书稿\n传播\n馆务\n证据\n```\n\n### 第二阶段：建灰名单\n\n做一页：\n\n```text\n[检索降权灰名单-2026-06-14](/research/hs-7882887422969d3f)\n```\n\n收旧稿、草稿、传播稿、模型候选和 prompt 页的主要模式，不逐页删。\n\n### 第三阶段：改回答流程\n\n未来所有 Wiki 回答默认执行：\n\n```text\nP0 恢复口径\n-> P1 找稳定内容\n-> P2 补候选\n-> P3/P4 只在明确任务中调用\n```\n\n### 第四阶段：抽样审计\n\n每周或每轮大工作后，抽 5 个高频关键词：\n\n```text\n技术幽灵性\n档案静默\n现场流\n不继续权\n证据层级\n```\n\n检查全文检索前 20 个结果里，有多少是 P0/P1，有多少是 P3/P4。如果垃圾超过一半，就补白名单或灰名单。\n\n## 十一、最短结论\n\n```text\n不要把图书馆整理成没有垃圾。\n要把图书馆整理成垃圾不能抢答。\n```\n\n这个库需要的不是大扫除，而是召回制度：\n\n```text\nP0 定口径。\nP1 给答案。\nP2 给雷达。\nP3 留版本史。\nP4 做工程审计。\n```\n\n只要这五层立起来，有价值的信息就会重新浮到前台，低价值信息也不会被误删，而是回到它应该待的位置。","paragraphs":[{"id":"hs-5771be9cf23a6e8d#p-ed61508a53c35467-1","anchor":"p-ed61508a53c35467-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-ed61508a53c35467-1","kind":"h2","headingPath":["图书馆噪声治理与价值召回协议"],"text":"图书馆噪声治理与价值召回协议","textSha256":"dc40154ff2c0d5f2cd469eed9da1724b376f387af6d0fef40f6a1c7c6c922265","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-43f0ac085eec67ed-1","anchor":"p-43f0ac085eec67ed-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-43f0ac085eec67ed-1","kind":"p","headingPath":["图书馆噪声治理与价值召回协议"],"text":"[!important] 核心判断\n当前问题不是“库里有垃圾信息”，而是“垃圾信息与高价值信息在检索层平权”。治理目标不是删除一切噪声，而是让低价值材料可存档、可追溯、可必要时调用，但 默认不能抢占回答、写作和判断的第一召回位 。","textSha256":"239951998303ee50809ba0618bcfd5ba4c1d6ca90c729564784bae4b14d3ab17","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-b3be440ccd6301ce-1","anchor":"p-b3be440ccd6301ce-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-b3be440ccd6301ce-1","kind":"h2","headingPath":["一、问题定义"],"text":"一、问题定义","textSha256":"e4850c6c283cfc2d0c93b7492d56b897ca152fee8a7cd3fa858893bf13dd28bf","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-23385710896999ec-1","anchor":"p-23385710896999ec-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-23385710896999ec-1","kind":"p","headingPath":["一、问题定义"],"text":"这个库已经不是早期资料库，而是一个大型研究系统。大型系统的危险不是信息少，而是：","textSha256":"46a10ab33bbaa5ff91ec564ebfc5743ade49831cb3b757f2583a82bfbfbe37dd","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-52c8559f7dbd1d2a-1","anchor":"p-52c8559f7dbd1d2a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-52c8559f7dbd1d2a-1","kind":"pre","headingPath":["一、问题定义"],"text":"全文检索把旧稿、草稿、模型候选、传播版本、日志和核心页放在同一张桌上。\n模型看到谁的词频高、反链多、标题刺激，就容易先调用谁。\n真正高价值的证据页、总入口和方法页反而被淹没。","textSha256":"f91d0d3ef9ead3c78b03df2ca154a9ff204db04437787dd33d4d9dabdf9c7425","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-11229b058b86b521-1","anchor":"p-11229b058b86b521-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-11229b058b86b521-1","kind":"p","headingPath":["一、问题定义"],"text":"这会造成四种后果：","textSha256":"4be54b8f92889fd900748fb8f5187beb506c3af839a0dc73cf7474c1efaf6f4f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-be2d5b0f18ab860f-1","anchor":"p-be2d5b0f18ab860f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-be2d5b0f18ab860f-1","kind":"li","headingPath":["一、问题定义"],"text":"旧版本复活 ：已经降级或被否定的旧稿被重新当成当前口径。","textSha256":"1c16d89cf2ff81abc62dd2a234e0d6827e455e85d081fdc111fcfc4365c95feb","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-190dd8c2a8321c5c-1","anchor":"p-190dd8c2a8321c5c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-190dd8c2a8321c5c-1","kind":"li","headingPath":["一、问题定义"],"text":"T2 候选越级 ：MiMo、AGT、ChatGPT 导出、prompt 产物被当成事实或稳定结论。","textSha256":"9f447059ebb75f49c758e0664184fda5c22c332a1cd2652e50d78dc7a37489f8","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-370f3eb9cd8a7dbb-1","anchor":"p-370f3eb9cd8a7dbb-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-370f3eb9cd8a7dbb-1","kind":"li","headingPath":["一、问题定义"],"text":"传播稿污染证据 ：公众号、小红书、主题曲、Suno、EVA 比较稿等输出材料反过来裁决影片事实。","textSha256":"211bdbc33945ad25db3ec8a3476f8ae602143fc7980db90d1b722674543916e0","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-8127f3cb5328458a-1","anchor":"p-8127f3cb5328458a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-8127f3cb5328458a-1","kind":"li","headingPath":["一、问题定义"],"text":"日志与工程页抢答 ： log 、健康报告、运行总账、prompt 页提供了很多关键词，却不是回答问题的内容源。","textSha256":"b7e60abfdd81e6e7cdfaac7cb8f2e70da3ec68c4991643f78adb69214a122415","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-10cd1cdbffd632f4-1","anchor":"p-10cd1cdbffd632f4-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-10cd1cdbffd632f4-1","kind":"p","headingPath":["一、问题定义"],"text":"一句话：","textSha256":"092ec040d064d6e9b84623a9b9a0121ac62033ac357216baedbd2b39164f8647","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7690ab4078a2dab1-1","anchor":"p-7690ab4078a2dab1-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7690ab4078a2dab1-1","kind":"pre","headingPath":["一、问题定义"],"text":"不是资料坏了，是召回顺序坏了。","textSha256":"8498cc0d58aa1bf7bc775ec393c3d33c14521342cfb6bd566148e0bb3d4f1d43","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7cb193946c531223-1","anchor":"p-7cb193946c531223-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7cb193946c531223-1","kind":"h2","headingPath":["二、当前可见噪声结构"],"text":"二、当前可见噪声结构","textSha256":"2d04efd6f8eeafdfa440c0c049d35857888058b80eb45277e9712df8d27b27ec","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-dabd56aaf3c6415c-1","anchor":"p-dabd56aaf3c6415c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-dabd56aaf3c6415c-1","kind":"p","headingPath":["二、当前可见噪声结构"],"text":"2026-06-14 本轮局部扫描看到几个风险信号：","textSha256":"32208cbbe2fa741eddaa37fcb1d692e096e7c4b3efa62d0e970958dd1d2c84dc","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-9a9f535c39d3b5bb-1","anchor":"p-9a9f535c39d3b5bb-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-9a9f535c39d3b5bb-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"层 风险数字 含义","textSha256":"f81f304251562107058de28686dbe1585dc123147cad99bc334aa4e162f8d311","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-07a2a7c952615433-1","anchor":"p-07a2a7c952615433-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-07a2a7c952615433-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"wiki/synthesis 2707 页 综合页数量很大，里面混有总入口、成品稿、旧版本、草稿、传播稿、工作台。","textSha256":"f03d3c387b89d4051c00624a8a191a697c00c51db22d79377f1ba4f52dc6f9b9","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-0dbd7fa28193774c-1","anchor":"p-0dbd7fa28193774c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-0dbd7fa28193774c-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"synthesis.status draft=1147 大量综合页是草稿态；如果全文检索不降权，会与当前口径竞争。","textSha256":"d7852dc76ed4121f6ef1a26177cbff8a47e07a969ce78f111453352ec6e111bb","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-ae73357b219f9777-1","anchor":"p-ae73357b219f9777-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-ae73357b219f9777-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"synthesis.evidence_tier 缺失 1525 许多综合页缺证据层级字段，机器很难判断它该不该优先调用。","textSha256":"63cb4f1bfa6fdc99db69b832059f4505bef4a6f6c73e96184b1e5353eb010aee","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-f14e5473a859628c-1","anchor":"p-f14e5473a859628c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-f14e5473a859628c-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"synthesis.canonical_status 缺失 1050 很多综合页没有明确正典/候选/旧稿状态。","textSha256":"010287a5d34802c624ac30e114f7cb49010ea53eb4866437c33844a7798e31d4","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-98771e9ece49d315-1","anchor":"p-98771e9ece49d315-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-98771e9ece49d315-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"wiki/sources mimo-report=1177 MiMo 是雷达层，不应默认压过 T0/T1 或人工综合。","textSha256":"23bcabc8427d272b8fdb30680d446645c2bdf29ba514470409a0ee760ee36f6c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7ca8acacf8d5ec1f-1","anchor":"p-7ca8acacf8d5ec1f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7ca8acacf8d5ec1f-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"sources.status pending_review=829 待复核来源不能默认当成稳定证据。","textSha256":"c94c5aa2c58d379e46ccd6c6404c49d380ff0864d564393a0097210fc8e1caa0","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-16b34875a177f4bf-1","anchor":"p-16b34875a177f4bf-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-16b34875a177f4bf-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"sources.evidence_tier 缺失 493 证据层级缺口会放大召回污染。","textSha256":"f9f0ab2806c525fc894600df9a53d5e5e74fec5e453c5179779bd056334e696b","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-dae82e8bde5221c7-1","anchor":"p-dae82e8bde5221c7-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-dae82e8bde5221c7-1","kind":"tr","headingPath":["二、当前可见噪声结构"],"text":"粗略文件名扫描 draft/version 151、public platform 109、model 69 仅按文件名粗扫，已经能看到传播稿、旧版本和模型页的检索噪声。","textSha256":"a26f97723aa84da77f1a248fb0f7afda921058d4ee6f6c8cc1e758c9d8bb922e","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-5ff9d45bd832379b-1","anchor":"p-5ff9d45bd832379b-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-5ff9d45bd832379b-1","kind":"p","headingPath":["二、当前可见噪声结构"],"text":"这些数字不意味着这些页面都应删除。它们意味着： 默认召回必须分层 。","textSha256":"05c3667192ffb5200abc9bec89005eefd90257615825f8a12124946ac8734ce7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-bf291e620d47b614-1","anchor":"p-bf291e620d47b614-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-bf291e620d47b614-1","kind":"h2","headingPath":["三、治理原则"],"text":"三、治理原则","textSha256":"ecde9644abb2a3a5ab3f6407ba2f0f40bfbb5fd7afb594f1a0bef7307809f94c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-cd847a8cbe3824e5-1","anchor":"p-cd847a8cbe3824e5-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-cd847a8cbe3824e5-1","kind":"h3","headingPath":["三、治理原则","1. 召回治理优先于删除治理"],"text":"1. 召回治理优先于删除治理","textSha256":"f64182dd13b56f8d3536d450251aeaa448a59fde6ac4b1c4bdeb78d2dd20506f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7990c901f2be34e5-1","anchor":"p-7990c901f2be34e5-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7990c901f2be34e5-1","kind":"p","headingPath":["三、治理原则","1. 召回治理优先于删除治理"],"text":"不要急着删。删会破坏历史、证据链和版本责任。","textSha256":"9ef51c405f62445c6de8258a6047454796658383595f6da51c8095a29b6c803b","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-979175687d743e8d-1","anchor":"p-979175687d743e8d-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-979175687d743e8d-1","kind":"p","headingPath":["三、治理原则","1. 召回治理优先于删除治理"],"text":"先做：","textSha256":"c9c1922db7fa15e810a18ad1c26eded74412e2c1b0a477549858d03ca9c9c32c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-eb8628a678352c28-1","anchor":"p-eb8628a678352c28-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-eb8628a678352c28-1","kind":"pre","headingPath":["三、治理原则","1. 召回治理优先于删除治理"],"text":"谁可优先调用？\n谁只能作为背景？\n谁只在用户明确要求时调用？\n谁必须被排除在默认回答之外？","textSha256":"b4ee42ddce4af6a26d694787fbcb41165456facf419278128da3e9e3ff3fd030","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-c3dec492fab9fe95-1","anchor":"p-c3dec492fab9fe95-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-c3dec492fab9fe95-1","kind":"h3","headingPath":["三、治理原则","2. 价值白名单先于全文搜索"],"text":"2. 价值白名单先于全文搜索","textSha256":"7a1e4d030589b4f5a51c6546fc3c45d5c2c682a6787b65523d0b4014c854e50e","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-22b0dac02998c4a0-1","anchor":"p-22b0dac02998c4a0-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-22b0dac02998c4a0-1","kind":"p","headingPath":["三、治理原则","2. 价值白名单先于全文搜索"],"text":"以后回答任何大问题，都不应先全库 rg 。先从白名单和入口页进入：","textSha256":"993d9567e824a413359805077585188f40515430ed6873b33e50968573dcf0e0","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-8e4f2aeca1f239b0-1","anchor":"p-8e4f2aeca1f239b0-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-8e4f2aeca1f239b0-1","kind":"pre","headingPath":["三、治理原则","2. 价值白名单先于全文搜索"],"text":"当前图书馆前厅\n全库认知地图与提纯协议\nObsidian库最有价值文章与信息盘点\n证据层级\n对应专题中枢页","textSha256":"3c07eb8ae36771affbaeb2741676ad93f229b0400acf0e9a4c86dbe2c5d8ffa8","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-42a66e9edf8207b7-1","anchor":"p-42a66e9edf8207b7-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-42a66e9edf8207b7-1","kind":"p","headingPath":["三、治理原则","2. 价值白名单先于全文搜索"],"text":"全文搜索只能作为第二步补充，不是第一步裁决。","textSha256":"59b8e31be3c689cf5a80f4479a9b9bc7432e77a4ae0b4874cd1260b11f4ccc8d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e004d080842676f5-1","anchor":"p-e004d080842676f5-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e004d080842676f5-1","kind":"h3","headingPath":["三、治理原则","3. 噪声材料可留档，但默认降权"],"text":"3. 噪声材料可留档，但默认降权","textSha256":"0787905c7a8aec3be85dadab0ba104598772a95f0f73208160f521bb2e800b45","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-8b8c8c4ae4cb100f-1","anchor":"p-8b8c8c4ae4cb100f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-8b8c8c4ae4cb100f-1","kind":"p","headingPath":["三、治理原则","3. 噪声材料可留档，但默认降权"],"text":"旧稿、草稿、模型候选、传播稿、日志、prompt、运行总账都可以保留。它们的价值是：","textSha256":"5609c8d6a66d0e959cf70689c7756d310c06a4156317e488300d7bbaf8ff4de9","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-5308f94fd1359434-1","anchor":"p-5308f94fd1359434-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-5308f94fd1359434-1","kind":"pre","headingPath":["三、治理原则","3. 噪声材料可留档，但默认降权"],"text":"版本史\n灵感池\n失败记录\n传播出口\n模型雷达\n工程审计","textSha256":"bd18f210302efdb6848dba746d0808db5f47f88d4e788a79084c1c560006a6ba","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-2107f6550d646179-1","anchor":"p-2107f6550d646179-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-2107f6550d646179-1","kind":"p","headingPath":["三、治理原则","3. 噪声材料可留档，但默认降权"],"text":"但它们默认不是：","textSha256":"04b9bee915d8d1f576cb5f7f00d4fe3d8fc49a7f201bc0c401cbb2b1e4b83c64","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-3318da01bd813d5a-1","anchor":"p-3318da01bd813d5a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-3318da01bd813d5a-1","kind":"pre","headingPath":["三、治理原则","3. 噪声材料可留档，但默认降权"],"text":"事实来源\n当前口径\n正典定义\n最终论证","textSha256":"6fca901ba8cb7d474b70a1bf09d63a1364d6c4ee475e2e3a2389c8c2e225a72d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-87404b364841db65-1","anchor":"p-87404b364841db65-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-87404b364841db65-1","kind":"h3","headingPath":["三、治理原则","4. 高价值材料要被主动抬升"],"text":"4. 高价值材料要被主动抬升","textSha256":"0a127904d5486c7a16a9d1a45d4f72e8bdb0dfc25d754df7fa430d9796479c73","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-abd06e86b1502c30-1","anchor":"p-abd06e86b1502c30-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-abd06e86b1502c30-1","kind":"p","headingPath":["三、治理原则","4. 高价值材料要被主动抬升"],"text":"有价值的信息不能只“存在”。它必须拥有：","textSha256":"40329fa62fd3e372c0c94142ab56be02ccc09dde6ddb8ba8c306ece2fcc41df1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-cf17efe22d9c21bc-1","anchor":"p-cf17efe22d9c21bc-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-cf17efe22d9c21bc-1","kind":"pre","headingPath":["三、治理原则","4. 高价值材料要被主动抬升"],"text":"入口\n反链\n一句话定位\n使用场景\n禁止误用说明","textSha256":"1e9a00ef83449c109957aebaadb12e67f6f9ccf53d9e37905e6391167e5d5ccd","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-5274e5750bc2c06e-1","anchor":"p-5274e5750bc2c06e-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-5274e5750bc2c06e-1","kind":"p","headingPath":["三、治理原则","4. 高价值材料要被主动抬升"],"text":"否则再好的页面也会在大库里沉底。","textSha256":"0a50158967d8228c35256b9ee9625c9bc853db3093c40cae3fb2b5e62b3f82cb","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e424d772139550bf-1","anchor":"p-e424d772139550bf-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e424d772139550bf-1","kind":"h2","headingPath":["四、四层召回制度"],"text":"四、四层召回制度","textSha256":"a28ca4f4b44ec4ed22c4cc0a683691f76abda836a0e301147549f73a71699728","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-1a981812a8c1936b-1","anchor":"p-1a981812a8c1936b-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-1a981812a8c1936b-1","kind":"h3","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"P0：正门层，默认优先调用","textSha256":"285fa3bb32ea92ae8d963abdd262dad9f7bf723e017962d87848eb6c1b7b327f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-81f0cae6a4f45c32-1","anchor":"p-81f0cae6a4f45c32-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-81f0cae6a4f45c32-1","kind":"p","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"只放当前口径、证据纪律、核心入口、总蓝图。","textSha256":"219ae8e7e5e24ba3cc128d7c428f448825926ea32b1beaa643086940e2bc380c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-dc862dd000d3ee7e-1","anchor":"p-dc862dd000d3ee7e-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-dc862dd000d3ee7e-1","kind":"p","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"建议当前 P0：","textSha256":"7a6aecd921ddd28d6418978376fba1249aae5546db02c512c855e40eb39f7876","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-87364ccf8c0d1b6b-1","anchor":"p-87364ccf8c0d1b6b-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-87364ccf8c0d1b6b-1","kind":"pre","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"[当前图书馆前厅-2026-05-25](/research/hs-fc3f875217423b53)\n[全库认知地图与提纯协议-2026-05-28](/research/hs-b6d4e707bbd2782a)\n[Obsidian库最有价值文章与信息盘点-2026-06-01](/research/hs-9dbcbc10745246db)\n[证据层级](/research/hs-ffd57ca6ae2f2293)\n人工确信最高优先级Canon-2026-05-05（馆内参考，未随本文公开）\n00-字典总入口（馆内参考，未随本文公开）\n13-圣经式密码本设计蓝图-正典注释索引与旁经（馆内参考，未随本文公开）","textSha256":"f4fb31e9a6c8d0e38ad57d159b3a688c0779e9134af93b84bcc6b5a37f6cde1d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-62234d2244985eae-1","anchor":"p-62234d2244985eae-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-62234d2244985eae-1","kind":"p","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"使用规则：","textSha256":"033cd4d3d7904dab620525fd7e58752e74b872a2a844a5969fa9ced1c8b36d7f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-05a49eb656b5cce7-1","anchor":"p-05a49eb656b5cce7-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-05a49eb656b5cce7-1","kind":"pre","headingPath":["四、四层召回制度","P0：正门层，默认优先调用"],"text":"任何大问题，先读 P0。\nP0 不一定给出全部答案，但负责定口径、定证据边界、定入口。","textSha256":"262ff186f4c43ce434c8af4ceb83cfadb1599ca34c75b7f06e70dcdc4803159c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-fe3045b4e48645e8-1","anchor":"p-fe3045b4e48645e8-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-fe3045b4e48645e8-1","kind":"h3","headingPath":["四、四层召回制度","P1：稳定知识层，可主动调用"],"text":"P1：稳定知识层，可主动调用","textSha256":"48f0eaa85c2f49e7f992a46fe98a2e81b8e2caa286cb004b2aafce8c686ad07a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-209d5a9fd56ec8d2-1","anchor":"p-209d5a9fd56ec8d2-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-209d5a9fd56ec8d2-1","kind":"p","headingPath":["四、四层召回制度","P1：稳定知识层，可主动调用"],"text":"包括 active 概念页、成熟综合页、T0/T1 来源页、书稿中枢、字典中枢。","textSha256":"2f4e852db17e9d51dd9c5283c848ea5095efce0bf89eeff100d1f08d1f94a72b","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-c1c717fbcae85bab-1","anchor":"p-c1c717fbcae85bab-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-c1c717fbcae85bab-1","kind":"p","headingPath":["四、四层召回制度","P1：稳定知识层，可主动调用"],"text":"可用条件：","textSha256":"62946099f617a94256c9226e67d9e6844c14910b57fce2dbe0f22ca91e2f2db3","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e496bd8f58ecde6c-1","anchor":"p-e496bd8f58ecde6c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e496bd8f58ecde6c-1","kind":"pre","headingPath":["四、四层召回制度","P1：稳定知识层，可主动调用"],"text":"status active\n有明确 source_rule\n能回到证据层级\n不是旧稿、失败稿、传播稿或模型雷达","textSha256":"107bf387d1210ece93c2dac922a5d9e6506942a94651c3dd227f385937e6e9ed","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-a9a8e1bf2d5fa764-1","anchor":"p-a9a8e1bf2d5fa764-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-a9a8e1bf2d5fa764-1","kind":"h3","headingPath":["四、四层召回制度","P2：候选雷达层，只能辅助"],"text":"P2：候选雷达层，只能辅助","textSha256":"e58738966368147c03c43691f8ea384469709d176a38f6dde7a18d3a4a596500","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e25fb4bdf490e55c-1","anchor":"p-e25fb4bdf490e55c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e25fb4bdf490e55c-1","kind":"p","headingPath":["四、四层召回制度","P2：候选雷达层，只能辅助"],"text":"包括 MiMo、AGT、ChatGPT 导出、候选概念、外部理论接口、未复核来源。","textSha256":"41a22a740535a8c2cd2d5cb03c66ecad2682a4fa7de3a70512297d66f5de12bf","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-62234d2244985eae-2","anchor":"p-62234d2244985eae-2","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-62234d2244985eae-2","kind":"p","headingPath":["四、四层召回制度","P2：候选雷达层，只能辅助"],"text":"使用规则：","textSha256":"033cd4d3d7904dab620525fd7e58752e74b872a2a844a5969fa9ced1c8b36d7f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e44d8b17428c8530-1","anchor":"p-e44d8b17428c8530-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e44d8b17428c8530-1","kind":"pre","headingPath":["四、四层召回制度","P2：候选雷达层，只能辅助"],"text":"可以提示“可能有线索”。\n不能直接裁决事实。\n不能压过 T0/T1。\n必须标注候选身份。","textSha256":"e1a0a75a1e66bcd05b2fd417aade0727d470e59d2440ecb212dfa8e57a6a896f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-3a92f07fe02dbbca-1","anchor":"p-3a92f07fe02dbbca-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-3a92f07fe02dbbca-1","kind":"h3","headingPath":["四、四层召回制度","P3：版本史与传播层，默认不进事实回答"],"text":"P3：版本史与传播层，默认不进事实回答","textSha256":"9ef45de43b0bdab399f585aa159b5d5927a3c07f1f6f282cd2df5446525cb3f1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-0b072df88753861a-1","anchor":"p-0b072df88753861a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-0b072df88753861a-1","kind":"p","headingPath":["四、四层召回制度","P3：版本史与传播层，默认不进事实回答"],"text":"包括公众号稿、小红书稿、Suno、主题曲、EVA 对照、v1/v2/v3 重写稿、被用户否定稿。","textSha256":"505ce7036bdbe1f2333310975fa7817acd46f309e7d8e5ccf7ee0d5316530f81","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-62234d2244985eae-3","anchor":"p-62234d2244985eae-3","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-62234d2244985eae-3","kind":"p","headingPath":["四、四层召回制度","P3：版本史与传播层，默认不进事实回答"],"text":"使用规则：","textSha256":"033cd4d3d7904dab620525fd7e58752e74b872a2a844a5969fa9ced1c8b36d7f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-a1fd6551452a8e06-1","anchor":"p-a1fd6551452a8e06-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-a1fd6551452a8e06-1","kind":"pre","headingPath":["四、四层召回制度","P3：版本史与传播层，默认不进事实回答"],"text":"只有在用户问“传播、标题、公众号、版本演化、失败稿、语气”时调用。\n回答影片事实、概念定义、证据问题时默认排除。","textSha256":"f780acf364d6229a11dea7096a513d6bf6474a4c8bdd2c4b7e9b450aa33fb867","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-0cae0fd18fc908d8-1","anchor":"p-0cae0fd18fc908d8-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-0cae0fd18fc908d8-1","kind":"h3","headingPath":["四、四层召回制度","P4：隔离层，只在明确任务中调用"],"text":"P4：隔离层，只在明确任务中调用","textSha256":"e1b46ced34406bb0eacf322438901f1878fb4c3f65a10317bbc713355ad5e8b9","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-1b60ba3c970f8309-1","anchor":"p-1b60ba3c970f8309-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-1b60ba3c970f8309-1","kind":"p","headingPath":["四、四层召回制度","P4：隔离层，只在明确任务中调用"],"text":"包括运行日志、prompt、模型 token 账、健康报告长明细、raw 资产路径、导出 HTML、截图资产。","textSha256":"3fd79fc8cd333e986f86821b905754c8b96dc070def9cb9ecdb78bc8af897bd9","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-62234d2244985eae-4","anchor":"p-62234d2244985eae-4","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-62234d2244985eae-4","kind":"p","headingPath":["四、四层召回制度","P4：隔离层，只在明确任务中调用"],"text":"使用规则：","textSha256":"033cd4d3d7904dab620525fd7e58752e74b872a2a844a5969fa9ced1c8b36d7f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-a40d3a06e037ae0e-1","anchor":"p-a40d3a06e037ae0e-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-a40d3a06e037ae0e-1","kind":"pre","headingPath":["四、四层召回制度","P4：隔离层，只在明确任务中调用"],"text":"只在馆务、debug、归档、工具修复、证据复核时调用。\n普通创作和理论回答中不默认调用。","textSha256":"ea433773481a82db81ffed29f01a8dfce33f0357ad5a5b486593997d9e3f94a2","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-970b084ce278683c-1","anchor":"p-970b084ce278683c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-970b084ce278683c-1","kind":"h2","headingPath":["五、每次回答前的调用闸门"],"text":"五、每次回答前的调用闸门","textSha256":"6759ebb6a7c2a7be4ad87298917624631b40d72eb95136213d8236777e101f02","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-2a360f257655c860-1","anchor":"p-2a360f257655c860-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-2a360f257655c860-1","kind":"p","headingPath":["五、每次回答前的调用闸门"],"text":"以后面对任何问题，先做 6 秒判断：","textSha256":"46d310a6e0480cb3b4e4ec50549efe004ed86addebb92cf7c8d952346d5b8180","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-f4696b7cb3e04ea1-1","anchor":"p-f4696b7cb3e04ea1-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-f4696b7cb3e04ea1-1","kind":"pre","headingPath":["五、每次回答前的调用闸门"],"text":"1. 用户问的是事实、概念、写作、传播、馆务，还是版本史？\n2. 本问题需要 P0 哪些入口？\n3. 是否涉及身份、说话人、声源、时间码、真实心理、consent、现实伤害或生产史？\n4. 如果涉及，是否已有 T0/T1？\n5. 哪些材料必须默认排除？\n6. 最终回答是否需要注明“本次调用路径”？","textSha256":"336c850a59e5720e61400a5c3d393ab3dd09e84bb4a2d8503662757fd0ebfea1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-290017a104ab1091-1","anchor":"p-290017a104ab1091-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-290017a104ab1091-1","kind":"p","headingPath":["五、每次回答前的调用闸门"],"text":"最重要的反射动作：","textSha256":"a5a765aa8b716a2783131614ce33461f3fff9c8a6d2457eb978914b7320bb6f5","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-086a19c229b776b4-1","anchor":"p-086a19c229b776b4-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-086a19c229b776b4-1","kind":"pre","headingPath":["五、每次回答前的调用闸门"],"text":"不要让搜索结果决定重要性。\n先让任务类型决定召回层级。","textSha256":"722424607c3fed497877e65423a4e80363a69a5c419c247f668d8e332fdc292d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-c85f6031e8f05a38-1","anchor":"p-c85f6031e8f05a38-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-c85f6031e8f05a38-1","kind":"h2","headingPath":["六、推荐的检索过滤规则"],"text":"六、推荐的检索过滤规则","textSha256":"e0e3963696e7224631752c64483058aab41b60b81c3b637eccdfea1ec18a934a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7a89cb0c721187b6-1","anchor":"p-7a89cb0c721187b6-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7a89cb0c721187b6-1","kind":"h3","headingPath":["六、推荐的检索过滤规则","1. 大问题检索"],"text":"1. 大问题检索","textSha256":"966fe34a2370aae586efd9b546c358044bbdb6535a660b817dc27e5315575603","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-91e72087e5c21dab-1","anchor":"p-91e72087e5c21dab-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-91e72087e5c21dab-1","kind":"p","headingPath":["六、推荐的检索过滤规则","1. 大问题检索"],"text":"优先：","textSha256":"d42f0b43d46036fb52aadfec3515e12d130ae1e95358638b826f383a4331e5fb","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-99b3f7d2cd56293f-1","anchor":"p-99b3f7d2cd56293f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-99b3f7d2cd56293f-1","kind":"pre","headingPath":["六、推荐的检索过滤规则","1. 大问题检索"],"text":"rg -n \"关键词\" inspool-wiki-zh/wiki/index.md inspool-wiki-zh/wiki/synthesis/当前图书馆前厅-2026-05-25.md inspool-wiki-zh/wiki/synthesis/全库认知地图与提纯协议-2026-05-28.md","textSha256":"8cfae6d7f7fedf567dffcc707d4ec719a11ffd4cdccc1b494eb6a1b9cbdbd741","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-30f41555f30df5be-1","anchor":"p-30f41555f30df5be-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-30f41555f30df5be-1","kind":"p","headingPath":["六、推荐的检索过滤规则","1. 大问题检索"],"text":"再扩展到具体专题目录或概念页。","textSha256":"a2ee4a8111e9bb268085202d4f1a90fa45d39a5e541a87f43c6aaa4f7f7d0aad","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-43af05d939b1cdd0-1","anchor":"p-43af05d939b1cdd0-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-43af05d939b1cdd0-1","kind":"h3","headingPath":["六、推荐的检索过滤规则","2. 避免默认污染的排除项"],"text":"2. 避免默认污染的排除项","textSha256":"f049a1366bdb8ddcaa9e4c4d8fcd179f12a2e215193ef108ea440a85ab41442d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-58b6968e94b12f0c-1","anchor":"p-58b6968e94b12f0c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-58b6968e94b12f0c-1","kind":"p","headingPath":["六、推荐的检索过滤规则","2. 避免默认污染的排除项"],"text":"全文检索时，除非任务需要，默认排除：","textSha256":"bcc99f5a72ea86d6b0f002e711ddd873fe6d12fc19a4ee063a44ad2a13fa23f1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-22fde4a52de76ea6-1","anchor":"p-22fde4a52de76ea6-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-22fde4a52de76ea6-1","kind":"pre","headingPath":["六、推荐的检索过滤规则","2. 避免默认污染的排除项"],"text":"wiki/log.md\nraw/\nexports/\n*-assets/\n*prompt*\n*MiMo*\n*Suno*\n*公众号*\n*小红书*\n*v1*\n*v2*\n*v3*\n*草稿*\n*重写*\n*发布版*","textSha256":"e65f1313be01d70bdc454f4f5e3ccd5d634240d2a334cf538699904a2932b5c9","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-fea4cd68cf73955d-1","anchor":"p-fea4cd68cf73955d-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-fea4cd68cf73955d-1","kind":"p","headingPath":["六、推荐的检索过滤规则","2. 避免默认污染的排除项"],"text":"注意：这不是说它们没有价值，而是说它们不该默认抢答。","textSha256":"7220c654c8a8e797115f59a7e29b267b9b8b558c3195cb97e4ecca7b32e83be1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-ced4649612e574f2-1","anchor":"p-ced4649612e574f2-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-ced4649612e574f2-1","kind":"h3","headingPath":["六、推荐的检索过滤规则","3. 证据问题检索"],"text":"3. 证据问题检索","textSha256":"311cd45cdd1396021e17058f42c239168b97c97f3c6d3e7d1d8f915093103eac","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-47a53815a79463e1-1","anchor":"p-47a53815a79463e1-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-47a53815a79463e1-1","kind":"p","headingPath":["六、推荐的检索过滤规则","3. 证据问题检索"],"text":"优先路径：","textSha256":"15326903e32f7dd38390f37319967e3333165c5df9513ddc93c25e29f07a02c2","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-26bdd2ec2cc3fbf9-1","anchor":"p-26bdd2ec2cc3fbf9-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-26bdd2ec2cc3fbf9-1","kind":"pre","headingPath":["六、推荐的检索过滤规则","3. 证据问题检索"],"text":"[证据层级](/research/hs-ffd57ca6ae2f2293)\n-> 人工确信最高优先级Canon-2026-05-05（馆内参考，未随本文公开）\n-> UserCorrections / LocalForensics / OpenClaw T0/T1 来源页\n-> 再看 T2/MiMo 候选","textSha256":"744e8ca4bf9b7c2490c4f2a567e3e2929bc08843c9d7c8e54d5307622fd0aada","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-849dba71e33ebbc7-1","anchor":"p-849dba71e33ebbc7-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-849dba71e33ebbc7-1","kind":"h3","headingPath":["六、推荐的检索过滤规则","4. 概念问题检索"],"text":"4. 概念问题检索","textSha256":"c150a848ff63d9fd23e6fa8560f51caf418982421489867f7140659ee18ca25c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-47a53815a79463e1-2","anchor":"p-47a53815a79463e1-2","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-47a53815a79463e1-2","kind":"p","headingPath":["六、推荐的检索过滤规则","4. 概念问题检索"],"text":"优先路径：","textSha256":"15326903e32f7dd38390f37319967e3333165c5df9513ddc93c25e29f07a02c2","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-ff9b68a379146867-1","anchor":"p-ff9b68a379146867-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-ff9b68a379146867-1","kind":"pre","headingPath":["六、推荐的检索过滤规则","4. 概念问题检索"],"text":"[全库认知地图与提纯协议-2026-05-28](/research/hs-b6d4e707bbd2782a)\n-> 核心概念页\n-> 470 概念操作总纲\n-> 相关综合页\n-> 候选/旧名/桥接页","textSha256":"59d70b709eaeb0076b78d6496692fbc508369b5925e145de5fc0db7f4bb0cff1","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-9de587c90d067234-1","anchor":"p-9de587c90d067234-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-9de587c90d067234-1","kind":"h3","headingPath":["六、推荐的检索过滤规则","5. 字典问题检索"],"text":"5. 字典问题检索","textSha256":"8c667cd1f90ea389eb0a5d5f8939afa9a2f2c8994b05b130c360001bf0cc5c02","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-47a53815a79463e1-3","anchor":"p-47a53815a79463e1-3","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-47a53815a79463e1-3","kind":"p","headingPath":["六、推荐的检索过滤规则","5. 字典问题检索"],"text":"优先路径：","textSha256":"15326903e32f7dd38390f37319967e3333165c5df9513ddc93c25e29f07a02c2","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-fbbdc0ff562f43ec-1","anchor":"p-fbbdc0ff562f43ec-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-fbbdc0ff562f43ec-1","kind":"pre","headingPath":["六、推荐的检索过滤规则","5. 字典问题检索"],"text":"00-字典总入口（馆内参考，未随本文公开）\n-> 13-圣经式密码本设计蓝图-正典注释索引与旁经（馆内参考，未随本文公开）\n-> 14 个调研页\n-> 07/09/12 等结构图谱页","textSha256":"7be280647920ce62fec730b3a3e86dee8c3b0fc483fc1bea5760b38186f30496","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e4c796747b45015d-1","anchor":"p-e4c796747b45015d-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e4c796747b45015d-1","kind":"h2","headingPath":["七、建议新增但不批量滥改的字段"],"text":"七、建议新增但不批量滥改的字段","textSha256":"100d389431686ed7ca72b5d80bf188cc475a00eb6fc3ed1ac3042137196cc9e6","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-6c4e7acc34228811-1","anchor":"p-6c4e7acc34228811-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-6c4e7acc34228811-1","kind":"p","headingPath":["七、建议新增但不批量滥改的字段"],"text":"后续可以逐页、小批量、人工审读后增加以下字段。不要一次性机器批量改写。","textSha256":"8dc1fbbb9518cc8b679339492d897bf7b9fef811420438cad4b30b6926494184","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-8fcce1cfbc167cd8-1","anchor":"p-8fcce1cfbc167cd8-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-8fcce1cfbc167cd8-1","kind":"pre","headingPath":["七、建议新增但不批量滥改的字段"],"text":"retrieval_role: p0_entry | stable_synthesis | evidence_anchor | concept_core | candidate_radar | draft_archive | public_output | tool_log\nretrieval_policy: prefer | allow | context_only | explicit_request_only | exclude_by_default\ncurrent_use: current | historical | superseded | rejected | pending_review","textSha256":"518011476a66e97fe77a33b1506b719c9576091b2454f6b008470d81bf0af659","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-922ec0de3d440b8a-1","anchor":"p-922ec0de3d440b8a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-922ec0de3d440b8a-1","kind":"p","headingPath":["七、建议新增但不批量滥改的字段"],"text":"这些字段不替代 canonical_status / evidence_tier / source_rule ，而是专门服务“模型应该不会优先读错东西”。","textSha256":"a542266d5e6b66ba3183c3ba4ce7826dcaa593a86d45cd0987fb7b2921fc58f3","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-26d731208375bfbe-1","anchor":"p-26d731208375bfbe-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-26d731208375bfbe-1","kind":"p","headingPath":["七、建议新增但不批量滥改的字段"],"text":"最低限度先做两类：","textSha256":"bd96f86ad1c2a0a76bce15ebb90b46000e78cc724e15317672ce1568ad010321","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-994931b8a3e611fc-1","anchor":"p-994931b8a3e611fc-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-994931b8a3e611fc-1","kind":"pre","headingPath":["七、建议新增但不批量滥改的字段"],"text":"P0 白名单页：retrieval_policy: prefer\n明显噪声页：retrieval_policy: explicit_request_only 或 exclude_by_default","textSha256":"328233eb538ce6c62886d03a53d00960dd5df5015c93d2a0ba1673953516b0aa","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-4b00aee08b1c208f-1","anchor":"p-4b00aee08b1c208f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-4b00aee08b1c208f-1","kind":"h2","headingPath":["八、三种垃圾信息的处理方式"],"text":"八、三种垃圾信息的处理方式","textSha256":"ddad2d5a56b727505aaf740c11317e910c1799ad74bbbbb90fbe7900fda8c03c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-39ea89b83eaf6988-1","anchor":"p-39ea89b83eaf6988-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-39ea89b83eaf6988-1","kind":"h3","headingPath":["八、三种垃圾信息的处理方式","1. 旧稿垃圾"],"text":"1. 旧稿垃圾","textSha256":"d020b05a1c55da46700cd789fb0d8f7344e5b2caba949e1c9605a727c04c277d","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-46308feaa85a350a-1","anchor":"p-46308feaa85a350a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-46308feaa85a350a-1","kind":"p","headingPath":["八、三种垃圾信息的处理方式","1. 旧稿垃圾"],"text":"不是删除，而是标明：","textSha256":"7a865c6b64e753e9d80f3a47457af96cc78091ba46f1218b402c9e37eef551c7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-2b897102c255b93f-1","anchor":"p-2b897102c255b93f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-2b897102c255b93f-1","kind":"pre","headingPath":["八、三种垃圾信息的处理方式","1. 旧稿垃圾"],"text":"historical\nsuperseded\nrejected_by_user\ndraft_archive","textSha256":"2a0fe70fba127198030994392b36c17e76216a90e02f7f7f71b7b667ab96d8d4","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-464ff2298c772258-1","anchor":"p-464ff2298c772258-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-464ff2298c772258-1","kind":"p","headingPath":["八、三种垃圾信息的处理方式","1. 旧稿垃圾"],"text":"并在当前入口页里说明它为什么不能当当前口径。","textSha256":"80fcf1838f7369f229542d9b32958d0d08d55767d3e889f9933ad78b8106230c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-7a86f1fa82e4af0e-1","anchor":"p-7a86f1fa82e4af0e-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-7a86f1fa82e4af0e-1","kind":"h3","headingPath":["八、三种垃圾信息的处理方式","2. 模型候选垃圾"],"text":"2. 模型候选垃圾","textSha256":"f6de0a80b8c9bcb636bcc6cb4466ec1de323e0de4e419db48298f3f128d3a0d7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e2942f2c52375cda-1","anchor":"p-e2942f2c52375cda-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e2942f2c52375cda-1","kind":"p","headingPath":["八、三种垃圾信息的处理方式","2. 模型候选垃圾"],"text":"保留为雷达，但必须接入复核队列：","textSha256":"d6ce9dbe2cb8bef09bd82271a05b9bfbc2a2ec75c5ca6ba13e76d0366f72b45b","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-36497fc9b02fcb31-1","anchor":"p-36497fc9b02fcb31-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-36497fc9b02fcb31-1","kind":"pre","headingPath":["八、三种垃圾信息的处理方式","2. 模型候选垃圾"],"text":"MiMo / AGT / ChatGPT 导出\n-> 候选\n-> T2-to-T1 复核\n-> 通过后进证据页\n-> 不通过则保留失败记录","textSha256":"2f9892b264608a8a81eb9c7cd08a5197a26647139bbbd58a8023e43c9bb528b4","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-4c585ac079282468-1","anchor":"p-4c585ac079282468-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-4c585ac079282468-1","kind":"h3","headingPath":["八、三种垃圾信息的处理方式","3. 传播输出垃圾"],"text":"3. 传播输出垃圾","textSha256":"c82affd4d54f04f43f10243daa76f98786a51e5ac7d5c48c5be676e0ad836bf8","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-98ca4d318d2be140-1","anchor":"p-98ca4d318d2be140-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-98ca4d318d2be140-1","kind":"p","headingPath":["八、三种垃圾信息的处理方式","3. 传播输出垃圾"],"text":"公众号、小红书、主题曲、EVA 对照稿有传播价值，但不能反向污染理论和证据。","textSha256":"76d03e5bb1b959fbc477ebf5a959385e18121d6a845d61d6f7e1e13e5ce0b999","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-e9ef1e626365544c-1","anchor":"p-e9ef1e626365544c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-e9ef1e626365544c-1","kind":"p","headingPath":["八、三种垃圾信息的处理方式","3. 传播输出垃圾"],"text":"处理方式：","textSha256":"2b71e8b25cfcbd23df61b0a542b34619062ab92d9080687a3e3e88c14acb99d7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-20b7afa4a1a6dc3c-1","anchor":"p-20b7afa4a1a6dc3c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-20b7afa4a1a6dc3c-1","kind":"pre","headingPath":["八、三种垃圾信息的处理方式","3. 传播输出垃圾"],"text":"放在 public_output\n只服务标题、语气、传播策略\n不用于事实裁决\n不用于核心概念正典定义","textSha256":"6f627b6c302a2671aee096ac92468cd0629de1f065754f344ab907170d538eff","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-6f721e3090ffda32-1","anchor":"p-6f721e3090ffda32-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-6f721e3090ffda32-1","kind":"h2","headingPath":["九、回答时的透明度要求"],"text":"九、回答时的透明度要求","textSha256":"bde41e7df0db062d379b28db8bbf9e5ccd0ae3dd7db914cae5ae20dfd1569b9e","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-b0b510d117060187-1","anchor":"p-b0b510d117060187-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-b0b510d117060187-1","kind":"p","headingPath":["九、回答时的透明度要求"],"text":"当问题复杂或容易被污染时，回答应主动说明：","textSha256":"baa05ad654683dfd5bac327278e6412315217fe88d116a4ee163fce76d4bc87b","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-f4b5d8b42b33648f-1","anchor":"p-f4b5d8b42b33648f-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-f4b5d8b42b33648f-1","kind":"pre","headingPath":["九、回答时的透明度要求"],"text":"本次优先调用：\n本次只作背景：\n本次排除：\n仍待人工复核：","textSha256":"1bee9351d00e483810adb47a5a3b0b7888a94e64f17df5a07f875c77d2f48f0c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-410d0671f7940077-1","anchor":"p-410d0671f7940077-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-410d0671f7940077-1","kind":"p","headingPath":["九、回答时的透明度要求"],"text":"这会稍微慢一点，但能避免“看起来很聪明，其实调用了旧垃圾”的情况。","textSha256":"602b288af2132071b558cb8130ebb41fe74c6970b263fb53c2fcb3925e7f2cff","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-b1f96bc489970c95-1","anchor":"p-b1f96bc489970c95-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-b1f96bc489970c95-1","kind":"h2","headingPath":["十、下一步可执行方案"],"text":"十、下一步可执行方案","textSha256":"54ad470d4ec3e1e06c981823289316fc65d302840731eb0528c5b2e051eb725c","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-c8577f3864593616-1","anchor":"p-c8577f3864593616-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-c8577f3864593616-1","kind":"h3","headingPath":["十、下一步可执行方案","第一阶段：建白名单"],"text":"第一阶段：建白名单","textSha256":"b980bf9822b3ad3bb15476ea7cb158047f0f007063322182414aef33b80f8cb8","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-3670ac778e20b800-1","anchor":"p-3670ac778e20b800-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-3670ac778e20b800-1","kind":"p","headingPath":["十、下一步可执行方案","第一阶段：建白名单"],"text":"做一页：","textSha256":"eb539baf4d27079e960804d9716877cef67e18227ba46c17d8114bf439607efd","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-93421d84f493c291-1","anchor":"p-93421d84f493c291-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-93421d84f493c291-1","kind":"pre","headingPath":["十、下一步可执行方案","第一阶段：建白名单"],"text":"[价值召回白名单-2026-06-14](/research/hs-6d4f6c3396a6efbf)","textSha256":"d73d3dfc088e1dfa37d541b239d4f8a563ed1782d2d61ff3cd5f20c27032340a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-40eeff37a29f7dbd-1","anchor":"p-40eeff37a29f7dbd-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-40eeff37a29f7dbd-1","kind":"p","headingPath":["十、下一步可执行方案","第一阶段：建白名单"],"text":"收 30-50 个 P0/P1 页面，按任务类型分：","textSha256":"9e06a3cd051a68d20eaef1e50c12b641bc0d5c13033cc5573492e8258843e407","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-141b2d3a9987cd2c-1","anchor":"p-141b2d3a9987cd2c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-141b2d3a9987cd2c-1","kind":"pre","headingPath":["十、下一步可执行方案","第一阶段：建白名单"],"text":"事实\n概念\n字典\n书稿\n传播\n馆务\n证据","textSha256":"6b0c0087d54d4083beb68a3c1e2cc4da069462771877e5c6fe17df721f97246a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-39a88124f0dba712-1","anchor":"p-39a88124f0dba712-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-39a88124f0dba712-1","kind":"h3","headingPath":["十、下一步可执行方案","第二阶段：建灰名单"],"text":"第二阶段：建灰名单","textSha256":"23f74eed558fff848e3c7795ad05e8d3444325734b8e59a46ab35cdb217fc116","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-3670ac778e20b800-2","anchor":"p-3670ac778e20b800-2","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-3670ac778e20b800-2","kind":"p","headingPath":["十、下一步可执行方案","第二阶段：建灰名单"],"text":"做一页：","textSha256":"eb539baf4d27079e960804d9716877cef67e18227ba46c17d8114bf439607efd","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-c83a0d7b4a9e0029-1","anchor":"p-c83a0d7b4a9e0029-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-c83a0d7b4a9e0029-1","kind":"pre","headingPath":["十、下一步可执行方案","第二阶段：建灰名单"],"text":"[检索降权灰名单-2026-06-14](/research/hs-7882887422969d3f)","textSha256":"0a7fce14cfc6a226212551a4a01ee0c24dc3b4622820f54747f8fdcd78956a75","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-357c44e02a59216d-1","anchor":"p-357c44e02a59216d-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-357c44e02a59216d-1","kind":"p","headingPath":["十、下一步可执行方案","第二阶段：建灰名单"],"text":"收旧稿、草稿、传播稿、模型候选和 prompt 页的主要模式，不逐页删。","textSha256":"954b37feb4604310f425a26df31730e90197fd01abfee7d1fc749308e5c493c7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-b6016583e283b388-1","anchor":"p-b6016583e283b388-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-b6016583e283b388-1","kind":"h3","headingPath":["十、下一步可执行方案","第三阶段：改回答流程"],"text":"第三阶段：改回答流程","textSha256":"7440a22393395eb0f5bffa8333d0f6a1ed919032429334b544d1bfc870dc1e40","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-ef5785a7461f4bf3-1","anchor":"p-ef5785a7461f4bf3-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-ef5785a7461f4bf3-1","kind":"p","headingPath":["十、下一步可执行方案","第三阶段：改回答流程"],"text":"未来所有 Wiki 回答默认执行：","textSha256":"4934ce92a914d776f52a10186bf913a30c4449a684981788b483416f4955db2e","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-702174af4d85cbf9-1","anchor":"p-702174af4d85cbf9-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-702174af4d85cbf9-1","kind":"pre","headingPath":["十、下一步可执行方案","第三阶段：改回答流程"],"text":"P0 恢复口径\n-> P1 找稳定内容\n-> P2 补候选\n-> P3/P4 只在明确任务中调用","textSha256":"1ba5eb6fa9f9358d557a1b6b26d019c849dacb83578d7ac42960fbb3de8c2e75","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-9e4069c2c29d0f5c-1","anchor":"p-9e4069c2c29d0f5c-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-9e4069c2c29d0f5c-1","kind":"h3","headingPath":["十、下一步可执行方案","第四阶段：抽样审计"],"text":"第四阶段：抽样审计","textSha256":"6a774bff342638c6bde0ab0ee5cc1b14dd71bc7b6bc0a74acaa9d2509b391f66","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-a92068862fa0b721-1","anchor":"p-a92068862fa0b721-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-a92068862fa0b721-1","kind":"p","headingPath":["十、下一步可执行方案","第四阶段：抽样审计"],"text":"每周或每轮大工作后，抽 5 个高频关键词：","textSha256":"96415e655333a8a8318679f2b4710801aaaf08584a499ce4935675b5295df6cf","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-910e219c5bb188fd-1","anchor":"p-910e219c5bb188fd-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-910e219c5bb188fd-1","kind":"pre","headingPath":["十、下一步可执行方案","第四阶段：抽样审计"],"text":"技术幽灵性\n档案静默\n现场流\n不继续权\n证据层级","textSha256":"9d7877f7305d9b0b18c1dbe97f214a03bada46ff7f74072d229728d3ae6fe40f","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-215b14d6f16bf2db-1","anchor":"p-215b14d6f16bf2db-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-215b14d6f16bf2db-1","kind":"p","headingPath":["十、下一步可执行方案","第四阶段：抽样审计"],"text":"检查全文检索前 20 个结果里，有多少是 P0/P1，有多少是 P3/P4。如果垃圾超过一半，就补白名单或灰名单。","textSha256":"cea06afb2c5068b077ce49ec3c9cff77dee124b563a9829fb612caf3646e431a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-48d6899cf9f8ca3a-1","anchor":"p-48d6899cf9f8ca3a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-48d6899cf9f8ca3a-1","kind":"h2","headingPath":["十一、最短结论"],"text":"十一、最短结论","textSha256":"0be7ef08555497a1408a533b2802275c02375b619a25c76f62cd54921490ad98","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-4c4415d0355c3a6b-1","anchor":"p-4c4415d0355c3a6b-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-4c4415d0355c3a6b-1","kind":"pre","headingPath":["十一、最短结论"],"text":"不要把图书馆整理成没有垃圾。\n要把图书馆整理成垃圾不能抢答。","textSha256":"cca0d6a587e84391fa3fa7a9fb248ab6b55b8aef7f26563a77b19ba072370d33","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-a0a0077bcb41980e-1","anchor":"p-a0a0077bcb41980e-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-a0a0077bcb41980e-1","kind":"p","headingPath":["十一、最短结论"],"text":"这个库需要的不是大扫除，而是召回制度：","textSha256":"748426d9216645251d99bbbffd321063aed6ad6d1b967d12c8848ec658febd1a","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-bfe037f726dbbf0a-1","anchor":"p-bfe037f726dbbf0a-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-bfe037f726dbbf0a-1","kind":"pre","headingPath":["十一、最短结论"],"text":"P0 定口径。\nP1 给答案。\nP2 给雷达。\nP3 留版本史。\nP4 做工程审计。","textSha256":"4961fb220dd029a8e2038d5dbf6cd04d955f27c8ea61d2be52d80af30192bab7","links":[],"images":[]},{"id":"hs-5771be9cf23a6e8d#p-6d26a024759adfdc-1","anchor":"p-6d26a024759adfdc-1","url":"https://a.p4theater.top/research/hs-5771be9cf23a6e8d#p-6d26a024759adfdc-1","kind":"p","headingPath":["十一、最短结论"],"text":"只要这五层立起来，有价值的信息就会重新浮到前台，低价值信息也不会被误删，而是回到它应该待的位置。","textSha256":"8d14d87c289fb9a358eb082c6104a7939f836e04c242e59389a1696bfef9ae9a","links":[],"images":[]}]}