Add chapter editing API with internal summaries and revision control

AGENTS.md

@@ -4,6 +4,7 @@
 - Web 技术栈为 TypeScript、React、Tailwind CSS、Next.js Pages Router；不要切换到 App Router。
 - 使用 pnpm 管理 JavaScript workspace，使用 uv 管理 `tools/figures` 的 Python 项目，保留两套锁文件。
 - 文档正文、目录元数据与修订记录以站点现有 SQLite 数据库为唯一权威源，使用文档 API 或 docs 管理工具直接更新；不得把新正文、目录 JSON、数据库文件或日常内容快照提交到仓库。历史 Git 文档只用于显式的一次性迁移，不作为运行时种子。Python 图形源码放在 `tools/figures/src/endor_figures`，可复现的 SVG 输出放在 `apps/docs/public/figures`。
+- 编辑已有文章时优先使用章节 API：先读取章节目录与内部摘要，据此选择需要读取正文的章节，再提交单章或多章操作。摘要缺失时先读对应正文并补充；修改观点前必须核对该章原文，检查读取版本与提交 revision 一致。摘要只写入内部章节数据，不放入网页正文、目录摘要或 Git；改写正文时同步更新摘要。完整操作与 Python 客户端用法见 README 的「先读摘要，再按章节编辑」。
 - 未确认的架构提议明确标注为草案，不能表述为现有实现。
 - 本地开发与预览只监听 `127.0.0.1`。部署容器监听 `0.0.0.0:3000`，服务器入口默认 18135，可通过独立 production.env 配置。
 - 对 gitea.entroia.com 仅使用 codex-bot，提交身份为 Codex Bot <codex-bot@gitea.entroia.local>。SSH 使用隔离配置：`ssh -F /dev/null -o IdentitiesOnly=yes -i /Users/zzyang/.codex/credentials/gitea-entroia/codex_entroia_ed25519 -p 22222`。

README.md

@@ -75,6 +75,10 @@ sudo /opt/endorphin-tabularium-docs/docs save < "$doc_work_dir/document.json"
 | `GET /api/documents/item/<slug>?revision=1` | 读取指定修订的完整正文 |
 | `POST /api/documents` | 保存一个完整文档 JSON；字段与 `docs save` 相同 |
 | `POST /api/documents/batch` | 保存 `{ "documents": [...] }`，每个请求 1—100 篇 |
+| `GET /api/documents/sections/<slug>` | 读取章节 ID、标题和内部摘要，不返回正文 |
+| `GET /api/documents/sections/<slug>?section=<id>` | 读取选中章节正文；重复 `section` 可选多章 |
+| `GET /api/documents/sections/<slug>?revision=2` | 读取对应修订的章节目录；也可搭配 `section` |
+| `POST /api/documents/sections/<slug>` | 原子执行章节新增、更新、删除和移动 |
 
 写入使用 `Authorization: Bearer <文档 API Key>`。新建传 `revision: 0`；更新先读取当前全文，再使用读到的 revision。每篇正文最多 2,000,000 个 JavaScript 字符单位；每次请求最多 8 MiB。目录和修订分页的 `limit` 范围为 1—100，响应包含 `total` 和 `nextOffset`。
 
@@ -82,6 +86,52 @@ sudo /opt/endorphin-tabularium-docs/docs save < "$doc_work_dir/document.json"
 
 建议写入时提供 `Idempotency-Key`，由 1—128 个字母、数字或 `._:-` 组成。同一个 Key、相同请求 ID 和相同输入重试时，返回原回执并标记 `replayed: true`，不追加修订；相同 ID 改换输入会冲突。回执描述原请求，不代表之后没有其他修改；需要当前内容时重新读取文档。改过正文或 revision 后，应使用新的请求 ID。
 
+### 先读摘要，再按章节编辑
+
+章节接口使用相同的文档 Key 和读写权限。编辑流程为：先读章节目录及摘要，选择需要深入的章节，再读取这些章节的正文，最后提交一组操作。不要只凭摘要修改未读正文；目录与正文响应的 `revision` 应一致，否则重新读取。接口不调用模型生成摘要：由编辑 Agent 阅读正文、撰写摘要，并在编辑请求中保存。
+
+章节按行首 Markdown ATX 二级标题（`##`）划分，三级至六级标题随所属章节一起编辑；代码围栏内的标题不会切章。二级标题之前的文档标题及导言属于固定 ID `preamble`，可以修改但不能删除或移动。Setext 标题、带缩进或引用、列表标记的标题不作为章节边界。正文无行首二级标题时，全文作为导言处理。拆分及组合保持换行和未编辑内容原样，不自动格式化 Markdown。
+
+目录中的每章包含 `id`、`title`、`position`、`summary`、`summaryStatus` 和 `contentHash`。摘要为编辑内部数据，单独保存在 SQLite 的 `document_sections` 和 `document_section_revisions` 中，不加入普通文档响应、网页 props、搜索索引或页面正文。完整数据库备份包含这些表；`docs export` 仍只导出当前文档，不包含内部摘要和修订。
+
+旧文章无需重写，首次读取即可按原文返回目录，初始摘要为空，`summaryStatus` 为 `missing`。Agent 应按需读取这些章节，生成摘要并通过 `update` 保存；保存后状态为 `current`。这里的 `current` 仅表示摘要与该版正文一起保存，不保证模型的总结正确。全文接口仍兼容；未变化章节保留摘要与 ID，正文变化的章节清空摘要，等待更新。全文改名且改写章节时可能产生新 ID，因此全文保存后应重新读取目录。
+
+章节编辑请求示例（示例 ID 需要替换为目录实际返回的值）：
+
+```json
+{
+  "revision": 3,
+  "operations": [
+    {
+      "op": "update",
+      "id": "s_existing",
+      "content": "## 原有章节\n\n修改后的正文。\n\n",
+      "summary": "本章说明修改后的核心观点与边界。"
+    },
+    {
+      "op": "insert",
+      "after": "s_existing",
+      "content": "## 新章节\n\n新增论证。\n\n",
+      "summary": "补充上一章尚未覆盖的论证。"
+    }
+  ]
+}
+```
+
+`update` 可只改 `summary`，也可改正文；正文改变时若不提供新摘要，旧摘要会清空。`insert` 必须提供正文和非空摘要；摘要最多 8000 个 JavaScript 字符单位。`delete` 使用 `{ "op": "delete", "id": "s_existing" }`；`move` 使用 `{ "op": "move", "id": "s_existing", "after": "preamble" }`。按数组顺序执行，最多 100 个操作；新章 ID 由服务器生成，在回执目录中返回。章正文应从自己的 `##` 标题开始，只包含一个二级标题，并保留与下一章之间的换行；跨章代码围栏或章节边界改变会被拒绝，拆章请使用多个操作。
+
+章节变更、内部摘要、组合后的全文和历史快照在同一事务内提交。每批操作只增加一次文章 `revision`；摘要单独更新也增加版本号。后续操作失败或全文版本过期时全部回滚。写入沿用幂等规则，回执包含新版本、章节目录和 `replayed`；章节接口与全文接口的幂等记录分开。修改章节不会改变其 ID，移动亦保留 ID；删除后的正文和摘要仍可从对应的旧修订读取。启用前的历史修订只有原文，摘要显示缺失。
+
+Python 客户端对应命令：
+
+```sh
+python3 scripts/documents-client.py outline endor/endor-purpose-draft
+python3 scripts/documents-client.py sections endor/endor-purpose-draft preamble s_existing
+python3 scripts/documents-client.py edit-sections endor/endor-purpose-draft /private/path/edit.json --request-id chapter-edit-1
+```
+
+`outline` 和 `sections` 支持 `--revision`；请求文件只包含 `revision` 和 `operations`，不要把内部摘要文件提交到 Git。
+
 ### 创建、查看与撤销 Key
 
 管理员只需通过已验证的服务器连接进行 Key 管理：

apps/docs/scripts/auth-cli.ts

@@ -182,10 +182,10 @@ async function main() {
   assert.equal(researchResponse.status, 200, "authenticated research API");
   assert.ok(researchResponse.headers.get("cache-control")?.includes("no-store"));
   const research = await researchResponse.json();
-  assert.equal(research.companies.length, 1031);
+  assert.equal(research.companies.length, 1023);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1424);
+  assert.equal(research.evidence.length, 1318);
-  assert.equal(research.observations.length, 192);
+  assert.equal(research.observations.length, 189);
   assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
   const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });
   assert.equal(researchPage.status, 200);

apps/docs/src/components/AICompanyResearch.tsx

@@ -7,9 +7,9 @@ import {
 
 const pageSize = 12;
 const evidencePageSize = 30;
-const revenueLabels = { self: "企业披露，待核口径", estimate: "仅第三方估算", platform: "仅支付平台记录", unknown: "暂无可用收入数字" };
+const revenueLabels = { self: "公司披露，待核口径", estimate: "仅第三方估算", platform: "仅支付平台记录", unknown: "暂无可用收入数字" };
 const useLabels: Record<string, string> = {
-  platform: "支付平台记录", signal: "企业披露信号", estimate: "第三方估算", historical: "历史里程碑",
+  platform: "支付平台记录", signal: "公司披露信号", estimate: "第三方估算", historical: "历史里程碑",
   "historical-estimate": "其他时点估算", excluded: "排除收入比较", scale: "团队规模", adoption: "采用规模",
   funding: "融资", technical: "第三方技术评测", crosscheck: "同一里程碑的其他资料",
 };
@@ -138,7 +138,7 @@ export default function AICompanyResearch() {
           <label>资料深度<select value={depth} onChange={(e) => { setDepth(e.target.value); setPage(0); }}><option value="">全部资料</option><option value="case">原有个案研究</option><option value="profile">目录基础资料</option></select></label>
           <label>记录团队规模<select value={teamBand} onChange={(e) => { setTeamBand(e.target.value); setPage(0); }}><option value="">全部规模</option><option value="small">1—5 人</option><option value="medium">6—20 人</option><option value="large">21—50 人</option><option value="xl">至少 51 人</option><option value="unknown">未披露或分组不确定</option></select></label>
           <label>技术验证证据<select value={technicalLevel} onChange={(e) => { setTechnicalLevel(e.target.value); setPage(0); }}><option value="">全部验证层级</option>{Object.entries(technicalReviewLabels).map(([value, label]) => <option key={value} value={value}>{label}</option>)}</select></label>
-          <label>收入资料<select value={income} onChange={(e) => { setIncome(e.target.value); setPage(0); }}><option value="">全部状态</option><option value="self">找到企业披露</option><option value="estimate">仅第三方估算</option><option value="platform">仅支付平台记录</option><option value="unknown">暂无可用数字</option></select></label>
+          <label>收入资料<select value={income} onChange={(e) => { setIncome(e.target.value); setPage(0); }}><option value="">全部状态</option><option value="self">找到公司披露</option><option value="estimate">仅第三方估算</option><option value="platform">仅支付平台记录</option><option value="unknown">暂无可用数字</option></select></label>
         </div>
         <p className="research-muted">技术验证层级记录我们查到了什么，不是能力强弱评分。技术专项评审与业务分类复核分别记录。</p>
         <div className="research-result-count" role="status">{filtered.length} 条匹配记录<button onClick={() => { setCategory(""); setQuery(""); setCohort(""); setIncome(""); setDepth(""); setTeamBand(""); setTechnicalLevel(""); setPage(0); }}>清除筛选</button></div>
@@ -154,14 +154,14 @@ export default function AICompanyResearch() {
       </>}
       {tab === "revenue" && <>
         <IncomeDistribution data={data} onSelect={setSelected} />
-        <h3>企业披露与估算的历史里程碑</h3>
+        <h3>公司披露与估算的历史里程碑</h3>
-        <p className="research-notice">这一组包含 {disclosedCompanies} 家公司的披露或估算信号；企业披露含公司或交易当事方公开材料，披露主体与审计状态见证据。多为异时点历史里程碑，期间收入不直接年化，ARR 与年化收入口径仍待核对，暂不计算其同期领域均值。币种未确认的记录仅显示原值，不绘制美元长度条。上面的平台MRR统计与这一组分开。</p>
+        <p className="research-notice">这一组包含 {disclosedCompanies} 家公司的披露或估算信号，多为异时点历史里程碑，ARR 与年化收入口径仍待核对，暂不计算其同期领域均值。币种未确认的记录仅显示原值，不绘制美元长度条。上面的平台MRR统计与这一组分开。</p>
         <div className="research-revenue-chart" aria-label="不同时间的公开收入里程碑，线性长度，非同行排名">{observed.map((o) => <div key={o.id}>
           <div><button onClick={() => setSelected(o.company)}>{o.name}</button><strong>{o.bound !== "=" && o.bound}{money(o.value, o.unit)}</strong></div>
           {o.unit === "USD" && <span className="research-bar" data-estimate={o.selection === "estimate" || undefined} aria-hidden="true"><i style={{width: `${o.value / Math.max(1, ...observed.filter((v) => v.unit === "USD").map((v) => v.value)) * 100}%`}} /></span>}
           <small>{o.kind} · {useLabels[o.selection]} · {o.timing}</small>
         </div>)}</div>
-        <div className="research-table-wrap"><table><caption>当前研究数据中的收入可得性，目录项未逐一检索；未建立同期、同龄、同口径比较组</caption><thead><tr><th>业务分类</th><th>企业披露数</th><th>仅估算数</th><th>仅平台数</th><th>暂无可用数字</th><th>同期均值 / 离散度</th></tr></thead><tbody>{summaries.map((c) => <tr key={c.id}><td><button onClick={() => chooseCategory(c.id)}>{c.name}</button></td><td>{c.self}</td><td>{c.estimate}</td><td>{c.platform}</td><td>{c.unknown}</td><td>条件不足</td></tr>)}</tbody></table></div>
+        <div className="research-table-wrap"><table><caption>当前研究数据中的收入可得性，目录项未逐一检索；未建立同期、同龄、同口径比较组</caption><thead><tr><th>业务分类</th><th>公司披露数</th><th>仅估算数</th><th>仅平台数</th><th>暂无可用数字</th><th>同期均值 / 离散度</th></tr></thead><tbody>{summaries.map((c) => <tr key={c.id}><td><button onClick={() => chooseCategory(c.id)}>{c.name}</button></td><td>{c.self}</td><td>{c.estimate}</td><td>{c.platform}</td><td>{c.unknown}</td><td>条件不足</td></tr>)}</tbody></table></div>
         <p className="research-muted">离散度用于筛选值得核查的异常，还需排除公司年龄、口径和披露偏差；不能据此认定财务造假。</p>
       </>}
       {tab === "sources" && <><p className="research-muted">来源链接保留原始位置。相同 URL 的记录可能属于同一披露，不能按记录数计算独立证据数量。</p><ul className="research-evidence-list">{data.evidence.slice(sourcePage * evidencePageSize, (sourcePage + 1) * evidencePageSize).map((e) => <Evidence key={e.id} item={e} />)}</ul>{data.evidence.length > evidencePageSize && <nav className="research-pagination" aria-label="原始证据分页"><button disabled={sourcePage === 0} onClick={() => setSourcePage((n) => n - 1)}>上一页</button><span>{sourcePage + 1} / {Math.ceil(data.evidence.length / evidencePageSize)}</span><button disabled={(sourcePage + 1) * evidencePageSize >= data.evidence.length} onClick={() => setSourcePage((n) => n + 1)}>下一页</button></nav>}</>}

apps/docs/src/lib/docs.ts

@@ -1,5 +1,9 @@
 import { randomUUID, createHash } from "node:crypto";
 import { openSiteDatabase } from "./site-database";
+import { DocumentValidationError, DocumentConflictError } from "./document-errors";
+import { sectionSchema, loadSections, reconcileSections, persistSections, splitSections, outline,
+  applySectionOperations, parseSectionEdit, type DocumentSection } from "./document-sections";
+export { DocumentValidationError, DocumentConflictError } from "./document-errors";
 
 export type DocLink = {
   slug: string; sourceSlug: string; category: string; title: string; searchText?: string;
@@ -9,8 +13,6 @@ export type DocLink = {
 export type Doc = DocLink & { content: string };
 export type DocInput = Omit<Doc, "revision" | "searchText">;
 export type DocumentExport = { format: "tabularium-documents-v1"; documents: Doc[] };
-export class DocumentValidationError extends Error {}
-export class DocumentConflictError extends Error {}
 export type DocumentReceipt = Pick<Doc, "slug" | "sourceSlug" | "revision">;
 export const validSlug = /^[a-z0-9]+(?:-[a-z0-9]+)*(?:\/[a-z0-9]+(?:-[a-z0-9]+)*)*$/;
 
@@ -36,6 +38,7 @@ function database() {
       digest TEXT PRIMARY KEY, document_count INTEGER NOT NULL, created_at TEXT NOT NULL
     );
   `);
+  sectionSchema(db);
   return db;
 }
 
@@ -57,12 +60,13 @@ export function validateDocument(input: DocInput): void {
     throw new DocumentValidationError("Use compressed WebP images instead of original rasters");
 }
 
-function write(db: ReturnType<typeof database>, input: DocInput, expectedRevision: number): Doc {
+function write(db: ReturnType<typeof database>, input: DocInput, expectedRevision: number, editedSections?: DocumentSection[]): Doc {
   validateDocument(input);
-  const existing = db.prepare("SELECT id, revision FROM documents WHERE source_slug=?")
+  const existing = db.prepare("SELECT id, revision, payload FROM documents WHERE source_slug=?")
-    .get(input.sourceSlug) as { id: string; revision: number } | undefined;
+    .get(input.sourceSlug) as { id: string; revision: number; payload: string } | undefined;
   if ((existing?.revision ?? 0) !== expectedRevision) throw new DocumentConflictError("Document revision conflict");
   const id = existing?.id ?? randomUUID();
+  const previous = existing ? loadSections(db, id, (JSON.parse(existing.payload) as Doc).content) : [];
   const doc: Doc = { slug: input.slug, sourceSlug: input.sourceSlug, category: input.category,
     title: input.title, group: input.group, collection: input.collection, description: input.description,
     draft: input.draft, featured: input.featured, content: input.content, revision: expectedRevision + 1 };
@@ -80,9 +84,75 @@ function write(db: ReturnType<typeof database>, input: DocInput, expectedRevisio
     db.prepare("INSERT OR IGNORE INTO document_aliases VALUES (?,?)").run(alias, id);
   db.prepare("INSERT INTO document_revisions VALUES (?,?,?,?)")
     .run(id, doc.revision, payload, new Date().toISOString());
+  persistSections(db, id, doc.revision, editedSections ?? reconcileSections(doc.content, previous));
   return doc;
 }
 
+// Internal summaries never enter Doc, catalog, search or browser page props.
+export function readDocumentSections(slug: string, revision?: number) {
+  if (!validSlug.test(slug)) throw new DocumentValidationError("Invalid document slug");
+  if (revision !== undefined && (!Number.isSafeInteger(revision) || revision < 1)) throw new DocumentValidationError("Invalid revision");
+  const db = database();
+  try {
+    db.exec("BEGIN");
+    const row = db.prepare(`SELECT d.id,d.payload FROM documents d JOIN document_aliases a
+      ON a.document_id=d.id WHERE a.alias=?`).get(slug) as { id: string; payload: string } | undefined;
+    if (!row) { db.exec("COMMIT"); return null; }
+    let doc = JSON.parse(row.payload) as Doc;
+    let sections: DocumentSection[];
+    if (revision === undefined || revision === doc.revision) sections = loadSections(db, row.id, doc.content);
+    else {
+      const prior = db.prepare("SELECT payload FROM document_revisions WHERE document_id=? AND revision=?")
+        .get(row.id, revision) as { payload: string } | undefined;
+      if (!prior) { db.exec("COMMIT"); return null; }
+      doc = JSON.parse(prior.payload) as Doc;
+      const snapshot = db.prepare("SELECT payload FROM document_section_revisions WHERE document_id=? AND revision=?")
+        .get(row.id, revision) as { payload: string } | undefined;
+      sections = snapshot ? JSON.parse(snapshot.payload) as DocumentSection[] : splitSections(doc.content);
+    }
+    db.exec("COMMIT");
+    return { slug: doc.slug, sourceSlug: doc.sourceSlug, title: doc.title, revision: doc.revision, sections };
+  } finally { db.close(); }
+}
+
+export function editDocumentSections(slug: string, value: unknown, request?: { namespace: string; id: string }) {
+  if (!validSlug.test(slug)) throw new DocumentValidationError("Invalid document slug");
+  const edit = parseSectionEdit(value);
+  if (request && (!request.namespace || !/^[A-Za-z0-9._:-]{1,128}$/.test(request.id))) throw new DocumentValidationError("Invalid Idempotency-Key");
+  const digest = createHash("sha256").update(JSON.stringify({ slug, edit })).digest("hex");
+  const namespace = request ? request.namespace + ":sections" : undefined;
+  const db = database();
+  try {
+    db.exec("BEGIN IMMEDIATE");
+    try {
+      if (request) {
+        const prior = db.prepare("SELECT digest,response FROM document_write_requests WHERE namespace=? AND request_id=?")
+          .get(namespace!, request.id) as { digest: string; response: string } | undefined;
+        if (prior) {
+          if (prior.digest !== digest) throw new DocumentConflictError("Idempotency-Key was used with different content");
+          db.exec("COMMIT");
+          return { ...JSON.parse(prior.response) as { slug: string; sourceSlug: string; revision: number; sections: ReturnType<typeof outline> }, replayed: true };
+        }
+      }
+      const row = db.prepare(`SELECT d.id,d.payload FROM documents d JOIN document_aliases a
+        ON a.document_id=d.id WHERE a.alias=?`).get(slug) as { id: string; payload: string } | undefined;
+      if (!row) { db.exec("COMMIT"); return null; }
+      const doc = JSON.parse(row.payload) as Doc;
+      if (doc.revision !== edit.revision) throw new DocumentConflictError("Document revision conflict");
+      const previous = loadSections(db, row.id, doc.content);
+      const sections = applySectionOperations(previous, edit.operations);
+      // Preserve the initial outline when upgrading an existing document for the first time.
+      db.prepare("INSERT OR IGNORE INTO document_section_revisions VALUES (?,?,?)").run(row.id, doc.revision, JSON.stringify(previous));
+      const saved = write(db, { ...doc, content: sections.map((s) => s.content).join("") }, doc.revision, sections);
+      const receipt = { slug: saved.slug, sourceSlug: saved.sourceSlug, revision: saved.revision, sections: outline(sections) };
+      if (request) db.prepare("INSERT INTO document_write_requests VALUES (?,?,?,?)")
+        .run(namespace!, request.id, digest, JSON.stringify(receipt));
+      db.exec("COMMIT");
+      return { ...receipt, replayed: false };
+    } catch (error) { db.exec("ROLLBACK"); throw error; }
+  } finally { db.close(); }
+}
+
 export function saveDocument(input: DocInput, expectedRevision: number): Doc {
   if (!Number.isSafeInteger(expectedRevision) || expectedRevision < 0) throw new DocumentValidationError("Provide expected revision");
   const db = database();

apps/docs/src/lib/document-errors.ts

@@ -0,0 +1,2 @@
+export class DocumentValidationError extends Error {}
+export class DocumentConflictError extends Error {}

apps/docs/src/lib/document-sections.ts

@@ -0,0 +1,144 @@
+import { createHash, randomUUID } from "node:crypto";
+import type { DatabaseSync } from "node:sqlite";
+import { DocumentValidationError } from "./document-errors";
+
+export type DocumentSection = {
+  id: string; title: string; content: string; summary: string;
+};
+export type SectionOperation =
+  | { op: "update"; id: string; content?: string; summary?: string }
+  | { op: "insert"; after: string; content: string; summary: string }
+  | { op: "delete"; id: string }
+  | { op: "move"; id: string; after: string };
+export type SectionEdit = { revision: number; operations: SectionOperation[] };
+const hash = (text: string) => createHash("sha256").update(text).digest("hex");
+
+// Preserve every byte, including CRLF and separators. H3-H6 belong to their H2 chapter.
+export function splitSections(content: string): DocumentSection[] {
+  const starts: { offset: number; title: string }[] = [{ offset: 0, title: "导言" }];
+  let offset = 0;
+  let fence: { marker: string; length: number } | undefined;
+  for (const line of content.match(/[^\n]*\n|[^\n]+$/g) ?? []) {
+    const opening = line.match(/^ {0,3}(`{3,}|~{3,})(.*?)(?:\r?\n)?$/);
+    if (fence) {
+      if (new RegExp(`^ {0,3}${fence.marker}{${fence.length},}[ \\t]*\\r?\\n?$`).test(line)) fence = undefined;
+    } else if (opening && !(opening[1][0] === "`" && opening[2].includes("`"))) {
+      fence = { marker: opening[1][0], length: opening[1].length };
+    } else {
+      const heading = line.match(/^##(?:[ \t]+(.*?))?[ \t]*\r?\n?$/);
+      if (heading) starts.push({ offset, title: (heading[1] ?? "").replace(/[ \t]+#+[ \t]*$/, "").trim() });
+    }
+    offset += line.length;
+  }
+  const seen = new Map<string, number>();
+  return starts.map((start, index) => {
+    const occurrence = seen.get(start.title) ?? 0;
+    seen.set(start.title, occurrence + 1);
+    return { id: index === 0 ? "preamble" : "s_" + hash(`${start.title}\0${occurrence}`).slice(0, 24),
+      title: start.title, content: content.slice(start.offset, starts[index + 1]?.offset), summary: "" };
+  });
+}
+
+export function sectionSchema(db: DatabaseSync) {
+  db.exec(`CREATE TABLE IF NOT EXISTS document_sections (
+    document_id TEXT PRIMARY KEY REFERENCES documents(id), payload TEXT NOT NULL
+  );
+  CREATE TABLE IF NOT EXISTS document_section_revisions (
+    document_id TEXT NOT NULL REFERENCES documents(id), revision INTEGER NOT NULL,
+    payload TEXT NOT NULL, PRIMARY KEY(document_id, revision)
+  );`);
+}
+
+export function loadSections(db: DatabaseSync, documentId: string, content: string): DocumentSection[] {
+  const row = db.prepare("SELECT payload FROM document_sections WHERE document_id=?")
+    .get(documentId) as { payload: string } | undefined;
+  if (!row) return splitSections(content);
+  const sections = JSON.parse(row.payload) as DocumentSection[];
+  // A legacy writer must not leave an apparently current outline over different Markdown.
+  return sections.map((s) => s.content).join("") === content ? sections : reconcileSections(content, sections);
+}
+
+export function reconcileSections(content: string, previous: DocumentSection[]): DocumentSection[] {
+  const unused = new Set(previous);
+  return splitSections(content).map((section) => {
+    const prior = section.id === "preamble" ? previous.find((p) => p.id === "preamble") :
+      previous.find((p) => p.id !== "preamble" && unused.has(p) && p.content === section.content) ??
+      previous.find((p) => p.id !== "preamble" && unused.has(p) && p.title === section.title);
+    if (prior) unused.delete(prior);
+    return { ...section, id: prior?.id ?? (section.id === "preamble" ? "preamble" : "s_" + randomUUID()),
+      summary: prior?.content === section.content ? prior.summary : "" };
+  });
+}
+
+export function persistSections(db: DatabaseSync, documentId: string, revision: number, sections: DocumentSection[]) {
+  const payload = JSON.stringify(sections);
+  db.prepare(`INSERT INTO document_sections VALUES (?,?) ON CONFLICT(document_id)
+    DO UPDATE SET payload=excluded.payload`).run(documentId, payload);
+  db.prepare("INSERT INTO document_section_revisions VALUES (?,?,?)").run(documentId, revision, payload);
+}
+
+export function outline(sections: DocumentSection[]) {
+  return sections.map(({ content, ...section }, position) => ({ ...section, position,
+    contentHash: hash(content), summaryStatus: section.summary.trim() ? "current" : "missing" }));
+}
+
+export function parseSectionEdit(value: unknown): SectionEdit {
+  if (!value || typeof value !== "object" || Array.isArray(value)) throw new DocumentValidationError("Expected section edit object");
+  const row = value as Record<string, unknown>;
+  if (Object.keys(row).some((key) => !["revision", "operations"].includes(key)) ||
+      !Number.isSafeInteger(row.revision) || (row.revision as number) < 1 || !Array.isArray(row.operations) ||
+      !row.operations.length || row.operations.length > 100) throw new DocumentValidationError("Provide revision and 1 to 100 operations");
+  for (const raw of row.operations) {
+    if (!raw || typeof raw !== "object" || Array.isArray(raw)) throw new DocumentValidationError("Invalid operation");
+    const op = raw as Record<string, unknown>;
+    const fields: Record<string, string[]> = { update: ["op", "id", "content", "summary"],
+      insert: ["op", "after", "content", "summary"], delete: ["op", "id"], move: ["op", "id", "after"] };
+    if (typeof op.op !== "string" || !Object.hasOwn(fields, op.op) || Object.keys(op).some((key) => !fields[op.op as string].includes(key)))
+      throw new DocumentValidationError("Unknown operation or field");
+    for (const key of fields[op.op].filter((key) => !["content", "summary", "op"].includes(key)))
+      if (typeof op[key] !== "string" || !(op[key] as string).length) throw new DocumentValidationError("Missing section identifier");
+    for (const key of ["content", "summary"])
+      if (op[key] !== undefined && typeof op[key] !== "string") throw new DocumentValidationError(`Invalid ${key}`);
+    if (op.op === "update" && op.content === undefined && op.summary === undefined) throw new DocumentValidationError("Empty update");
+    if (op.op === "insert" && (typeof op.content !== "string" || typeof op.summary !== "string" || !op.summary.trim()))
+      throw new DocumentValidationError("Insert requires content and summary");
+    if (typeof op.summary === "string" && (!op.summary.trim() || op.summary.length > 8000))
+      throw new DocumentValidationError("Summary must contain 1 to 8000 characters");
+  }
+  return { revision: row.revision as number, operations: row.operations as SectionOperation[] };
+}
+
+export function applySectionOperations(previous: DocumentSection[], operations: SectionOperation[]) {
+  const sections = previous.map((section) => ({ ...section }));
+  function index(id: string) {
+    const result = sections.findIndex((s) => s.id === id);
+    if (result < 0) throw new DocumentValidationError("Unknown section id");
+    return result;
+  }
+  for (const op of operations) {
+    if (op.op === "insert") {
+      sections.splice(index(op.after) + 1, 0, { id: "s_" + randomUUID(), title: "", content: op.content, summary: op.summary });
+    } else {
+      const at = index(op.id);
+      if (op.op === "update") {
+        if (op.content !== undefined && op.content !== sections[at].content) sections[at].summary = "";
+        if (op.content !== undefined) sections[at].content = op.content;
+        if (op.summary !== undefined) sections[at].summary = op.summary;
+      } else {
+        if (op.id === "preamble") throw new DocumentValidationError("Cannot delete or move the preamble");
+        if (op.op === "delete") sections.splice(at, 1);
+        else {
+          if (op.id === op.after) throw new DocumentValidationError("Cannot move section after itself");
+          index(op.after);
+          const [section] = sections.splice(at, 1);
+          sections.splice(index(op.after) + 1, 0, section);
+        }
+      }
+    }
+  }
+  const content = sections.map((s) => s.content).join("");
+  const parsed = splitSections(content);
+  if (parsed.length !== sections.length || parsed.some((s, i) => s.content !== sections[i].content))
+    throw new DocumentValidationError("Each chapter must start with one H2 heading; preserve newline boundaries and balanced fences");
+  return sections.map((s, i) => ({ ...s, title: parsed[i].title }));
+}

apps/docs/src/pages/api/documents/sections/[...slug].ts

@@ -0,0 +1,37 @@
+import type { NextApiRequest, NextApiResponse } from "next";
+import { DocumentValidationError, readDocumentSections, editDocumentSections } from "@/lib/docs";
+import { outline } from "@/lib/document-sections";
+import { authorizeDocuments, documentApiError, idempotency } from "@/lib/documents-api";
+
+export const config = { api: { bodyParser: { sizeLimit: "8mb" } } };
+export default function handler(request: NextApiRequest, response: NextApiResponse) {
+  try {
+    const key = authorizeDocuments(request, response, request.method === "POST");
+    if (!key) return;
+    if (request.method !== "GET" && request.method !== "POST") {
+      response.setHeader("Allow", "GET, POST");
+      return response.status(405).end();
+    }
+    if (!Array.isArray(request.query.slug)) throw new DocumentValidationError("Invalid document slug");
+    const slug = request.query.slug.join("/");
+    if (Object.keys(request.query).some((k) => !["slug", "section", "revision"].includes(k)))
+      throw new DocumentValidationError("Unknown section query");
+    if (request.method === "POST") {
+      if (request.query.section !== undefined || request.query.revision !== undefined)
+        throw new DocumentValidationError("POST uses revision and operations in the body");
+      const saved = editDocumentSections(slug, request.body, idempotency(request, key.id));
+      return saved ? response.status(200).json(saved) : response.status(404).json({ code: "not_found" });
+    }
+    const revision = request.query.revision;
+    if (revision !== undefined && (typeof revision !== "string" || !/^[1-9]\d*$/.test(revision)))
+      throw new DocumentValidationError("Invalid revision");
+    const doc = readDocumentSections(slug, revision === undefined ? undefined : Number(revision));
+    if (!doc) return response.status(404).json({ code: "not_found" });
+    const selected = request.query.section;
+    if (selected === undefined) return response.status(200).json({ ...doc, sections: outline(doc.sections) });
+    const ids = typeof selected === "string" ? [selected] : selected;
+    if (!ids.length || ids.length > 100 || ids.some((id) => !id)) throw new DocumentValidationError("Select 1 to 100 sections");
+    if (ids.some((id) => !doc.sections.some((s) => s.id === id))) return response.status(404).json({ code: "not_found" });
+    return response.status(200).json({ ...doc, sections: doc.sections.filter((s) => ids.includes(s.id)) });
+  } catch (error) { return documentApiError(response, error); }
+}

apps/docs/tests/documents-api.test.ts

@@ -7,8 +7,11 @@ import type { NextApiRequest, NextApiResponse } from "next";
 import documents from "../src/pages/api/documents/index";
 import batch from "../src/pages/api/documents/batch";
 import item from "../src/pages/api/documents/item/[...slug]";
+import sections from "../src/pages/api/documents/sections/[...slug]";
+import { splitSections } from "../src/lib/document-sections";
+import { openSiteDatabase } from "../src/lib/site-database";
 import { createDocumentKey, authenticateDocumentKey, revokeDocumentKey, listDocumentKeys } from "../src/lib/document-keys";
-import { allDocuments, documentHistory, readDocument, saveDocument, type Doc } from "../src/lib/docs";
+import { allDocuments, documentHistory, readDocument, saveDocument, readDocumentSections, type Doc } from "../src/lib/docs";
 import { newAuthConfig, signSession } from "../src/lib/auth";
 
 const input: Doc = { slug: "endor/example", sourceSlug: "00-example", title: "Example", category: "Endor",
@@ -134,3 +137,122 @@ test("invalid batch members, duplicate identifiers, raw images and malformed fie
   assert.equal(call(documents, { method: "DELETE", headers }).status, 405);
   assert.equal(call(item, { headers, query: { slug: ["missing"] } }).status, 404);
 }));
+
+const chapterContent = "# Example\n\nIntroduction.\n\n## First\n\nFirst body.\n\n### Detail\n\nChild stays in chapter.\n\n## Second\n\nSecond body.\n";
+type SectionResponse = { revision: number; replayed?: boolean;
+  sections: { id: string; title: string; summary: string; summaryStatus?: string; content?: string }[] };
+const chapterQuery = { slug: input.slug.split("/") };
+
+test("chapter parser preserves bytes, fences, duplicate headings and CRLF", () => {
+  const content = "# Title\r\n\r\n## Repeated\r\n~~~text\r\n## Inside fence\r\n~~~\r\n### Nested\r\n```js\r\n## Also inside\r\n````\r\n\r\n## Repeated\r\nTail";
+  const parts = splitSections(content);
+  assert.equal(parts.length, 3);
+  assert.notEqual(parts[1].id, parts[2].id);
+  assert.equal(parts.map((p) => p.content).join(""), content);
+  assert.equal(parts[1].title, "Repeated");
+  assert.ok(parts[1].content.includes("### Nested"));
+  assert.equal(splitSections("").length, 1);
+  assert.equal(splitSections("# Title\n\n- Item\n  ## List detail\n\n> ## Quoted\n").length, 1);
+});
+
+test("outline reads existing Markdown without changing it and returns only selected bodies", () => isolated(({ headers }) => {
+  saveDocument({ ...input, content: chapterContent }, 0);
+  const db = openSiteDatabase();
+  db.exec("DELETE FROM document_sections; DELETE FROM document_section_revisions;"); db.close();
+  const result = call(sections, { headers, query: chapterQuery });
+  assert.equal(result.status, 200);
+  const outline = result.body as SectionResponse;
+  assert.equal(outline.revision, 1); assert.equal(outline.sections.length, 3);
+  assert.deepEqual(outline.sections.map((s) => s.title), ["导言", "First", "Second"]);
+  assert.ok(outline.sections.every((s) => s.content === undefined && s.summaryStatus === "missing"));
+  const selected = call(sections, { headers, query: { ...chapterQuery, section: outline.sections[1].id } }).body as SectionResponse;
+  assert.equal(selected.sections.length, 1);
+  assert.ok(selected.sections[0].content!.includes("### Detail"));
+  assert.equal(readDocument(input.slug)!.content, chapterContent);
+  assert.equal(call(sections, { headers, query: { ...chapterQuery, section: "missing" } }).status, 404);
+  assert.equal(call(sections, { headers, query: { ...chapterQuery, revision: "0" } }).status, 400);
+}));
+
+test("internal summaries persist separately and chapter updates leave other bytes untouched", () => isolated(({ headers }) => {
+  saveDocument({ ...input, content: chapterContent }, 0);
+  const before = readDocumentSections(input.slug)!;
+  const first = before.sections[1]; const second = before.sections[2];
+  const changed = first.content.replace("First body.", "Revised body.");
+  const edited = call(sections, { method: "POST", headers, query: chapterQuery, body: { revision: 1, operations: [
+    { op: "update", id: first.id, content: changed, summary: "INTERNAL_SUMMARY_FIRST" },
+    { op: "update", id: second.id, summary: "INTERNAL_SUMMARY_SECOND" },
+  ] } });
+  assert.equal(edited.status, 200);
+  const after = readDocumentSections(input.slug)!;
+  assert.equal(after.revision, 2); assert.equal(after.sections[1].id, first.id);
+  assert.equal(after.sections[0].content, before.sections[0].content);
+  assert.equal(after.sections[2].content, before.sections[2].content);
+  assert.equal(after.sections[1].summary, "INTERNAL_SUMMARY_FIRST");
+  assert.equal(readDocument(input.slug)!.content, chapterContent.replace("First body.", "Revised body."));
+  assert.ok(!JSON.stringify(allDocuments()).includes("INTERNAL_SUMMARY"));
+  assert.ok(!JSON.stringify(call(item, { headers, query: chapterQuery }).body).includes("INTERNAL_SUMMARY"));
+  assert.ok(!JSON.stringify(call(documents, { headers }).body).includes("INTERNAL_SUMMARY"));
+  const history = readDocumentSections(input.slug, 1)!;
+  assert.equal(history.sections[1].content, first.content); assert.equal(history.sections[1].summary, "");
+  assert.equal(readDocumentSections(input.slug, 2)!.sections[1].summary, "INTERNAL_SUMMARY_FIRST");
+}));
+
+test("insert, move and delete chapters commit together with replay and conflict protection", () => isolated(({ headers }) => {
+  saveDocument({ ...input, content: chapterContent }, 0);
+  const before = readDocumentSections(input.slug)!;
+  const first = before.sections[1]; const second = before.sections[2];
+  const body = { revision: 1, operations: [
+    { op: "move", id: second.id, after: "preamble" },
+    { op: "delete", id: first.id },
+    { op: "insert", after: second.id, content: "## New chapter\n\nNew body.\n", summary: "New material" },
+  ] };
+  const options = { method: "POST", headers: { ...headers, "idempotency-key": "chapters-1" }, query: chapterQuery, body };
+  assert.equal(call(sections, options).status, 200);
+  const repeated = call(sections, options);
+  assert.equal(repeated.status, 200); assert.equal((repeated.body as SectionResponse).replayed, true);
+  const after = readDocumentSections(input.slug)!;
+  assert.deepEqual(after.sections.map((s) => s.title), ["导言", "Second", "New chapter"]);
+  assert.equal(after.sections[1].content, second.content);
+  assert.equal(after.revision, 2); assert.equal(documentHistory(input.sourceSlug).length, 2);
+  assert.equal(call(sections, { ...options, body: { ...body, revision: 2 } }).status, 409);
+  assert.equal(call(sections, { ...options, headers }).status, 409);
+  assert.equal(saveDocument({ ...readDocument(input.slug)!, description: "Changed metadata" }, 2).revision, 3);
+  assert.equal(readDocumentSections(input.slug)!.sections[2].summary, "New material");
+}));
+
+test("invalid late operation rolls back content, summary and history; read-only keys cannot edit", () => isolated(({ headers }) => {
+  saveDocument({ ...input, content: chapterContent }, 0);
+  const before = readDocumentSections(input.slug)!;
+  const invalid = [
+    [{ op: "update", id: before.sections[1].id, summary: "Should roll back" }, { op: "delete", id: "missing" }],
+    [{ op: "delete", id: "preamble" }],
+    [{ op: "move", id: before.sections[1].id, after: before.sections[1].id }],
+    [{ op: "update", id: before.sections[1].id, content: "## First\n\n## Extra\n" }],
+    [{ op: "update", id: before.sections[1].id, content: "## First\n![raw](/figures/raw.png)\n" }],
+    [{ op: "insert", after: "preamble", content: "## Missing summary\n" }],
+    [{ op: "delete", id: before.sections[1].id, unexpected: true }],
+  ];
+  for (const operations of invalid) {
+    assert.equal(call(sections, { method: "POST", headers, query: chapterQuery, body: { revision: 1, operations } }).status, 400);
+    assert.deepEqual(readDocumentSections(input.slug), before);
+    assert.equal(documentHistory(input.sourceSlug).length, 1);
+  }
+  assert.equal(call(sections, { query: chapterQuery }).status, 401);
+  const reader = createDocumentKey("chapter reader", "read");
+  const readHeaders = { authorization: "Bearer " + reader.token };
+  assert.equal(call(sections, { headers: readHeaders, query: chapterQuery }).status, 200);
+  assert.equal(call(sections, { method: "POST", headers: readHeaders, query: chapterQuery, body: { revision: 1, operations: [] } }).status, 403);
+}));
+
+test("full-document saves invalidate changed chapter summaries and preserve unaffected summaries and ids", () => isolated(({ headers }) => {
+  saveDocument({ ...input, content: chapterContent }, 0);
+  const before = readDocumentSections(input.slug)!;
+  assert.equal(call(sections, { method: "POST", headers, query: chapterQuery, body: { revision: 1, operations:
+    before.sections.map((s) => ({ op: "update", id: s.id, summary: "Summary of " + s.title })) } }).status, 200);
+  saveDocument({ ...readDocument(input.slug)!, content: chapterContent.replace("First body.", "Changed externally.") }, 2);
+  const after = readDocumentSections(input.slug)!;
+  assert.equal(after.sections[1].id, before.sections[1].id);
+  assert.equal(after.sections[1].summary, "");
+  assert.equal(after.sections[2].summary, "Summary of Second");
+  assert.equal(readDocumentSections(input.slug, 2)!.sections[1].summary, "Summary of First");
+}));

apps/docs/tests/research.test.ts

@@ -23,9 +23,9 @@ test("research revisions share the authentication database and preserve replay l
     for (let i = 0; i < 20; i++) consumeCode(config, "invalid");
     assert.equal(consumeCode(config, "invalid"), "limited");
     const initial = readResearchSnapshot();
-    assert.equal(initial.companies.length, 1031);
+    assert.equal(initial.companies.length, 1023);
-    assert.equal(initial.evidence.length, 1424);
+    assert.equal(initial.evidence.length, 1318);
-    assert.equal(initial.observations.length, 192);
+    assert.equal(initial.observations.length, 189);
     assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata");
     assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit");
     assert.deepEqual(readResearchSnapshot(), initial, "reopening does not duplicate records");
@@ -64,9 +64,9 @@ test("research validation rejects broken evidence and unsafe source links", () =
 
 test("reviews link explicit companies without turning global or excluded cases into companies", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 76);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 60);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 10);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 38);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 31);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
   assert.deepEqual(reviewCompanyIds(snapshot, snapshot.reviews.find((r) => r.id === "CN-R-PSI")!), []);
@@ -85,11 +85,11 @@ test("reviews link explicit companies without turning global or excluded cases i
 test("disclosure counts exclude client income, biographies, targets and duplicate milestones", () => {
   const snapshot = seed as ResearchSnapshot;
   const summary = categorySummary(snapshot);
-  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1031);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1023);
-  assert.equal(summary.reduce((n, c) => n + c.self, 0), 28);
+  assert.equal(summary.reduce((n, c) => n + c.self, 0), 26);
-  assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
+  assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 1);
   assert.equal(summary.reduce((n, c) => n + c.platform, 0), 16);
-  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 985);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 980);
   assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown");
   assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown");
   assert.ok(snapshot.observations.filter((o) => o.selection === "signal").every((o) => o.scope === "公司整体"));
@@ -97,8 +97,8 @@ test("disclosure counts exclude client income, biographies, targets and duplicat
 
 test("technical reviews keep accessible materials separate from tested capabilities", () => {
   const snapshot = structuredClone(seed) as ResearchSnapshot;
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 30);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 16);
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 7);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 6);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
   assert.match(snapshot.companies.find((c) => c.id === "AI051")!.technicalReview!.testScope!, /Sep 2026/);
@@ -307,7 +307,7 @@ test("unreconciled directory financials remain source reviews instead of income
   assert.ok(review.evidenceIds.includes("PH-TANA-DR"));
   assert.equal(reviewCompanyIds(snapshot, review).length, 0);
   assert.ok(!snapshot.observations.some((o) => o.evidence === "PH-TANA-DR"));
-  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 13);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 11);
 });
 
 test("product pivots and founder histories do not become new company years or current revenue", () => {

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-30",
+  "version": "2026-10-30-22",
   "scopeConfirmedAt": "2026-10-30",
   "acceptance": "以确认的公开来源清单为边界，逐条核对并标明缺项。",
   "provenance": "S01—S12恢复自已提交用户的《AI公司研究_来源与分类模板》来源清单；S13—S16单列后续已使用的补充证据渠道，不将使用次数当作全量覆盖。",
@@ -15,7 +15,7 @@
       ],
       "initialAccess": "官网目录可访问",
       "boundary": "已读取八个2025—2026批次镜像候选池1428条，再核YC官方页面；不声称覆盖全部YC历年或未公开公司。",
-      "nextCheck": "原新增目录中22条深化为个案并保留来源；当前基础项175条主营分类人工复核。继续核其余资料与财务缺项，估算、卖家收益展示和数据供给方估价不当公司ARR。",
+      "nextCheck": "当前快照三条原待分类经官网方向补证归类；继续复核规则初分、具体产品与财务缺项，不把领域粗分类当独立能力或收入验证。",
       "limitation": "批次不等于成立年；不代表全部公司"
     },
     {
@@ -28,8 +28,8 @@
         "techcrunch.com"
       ],
       "initialAccess": "AI栏目可读取",
-      "boundary": "2026首页定向3项已登记，另从AI第3—4页登记5项：3项关联公司、1项范围外、1项待核；不等全部卡片核验。另已读2025年度档案入口与AI第二页，并完整登记一篇2025企业竞赛名单32项：复用1项、范围外29项、待核2项；每项均尝试原始链接，未知与不可读保留。单篇32项不等全部200参赛者、全部分页或两年全量；RSS/API普通请求受限。 另从AI第5—6页定向4项：2项原始资料归范围外，2项原始成立/年份待核；不是全部卡片、参赛者或档案。",
+      "boundary": "2026首页定向3项已登记。另已读2025年度档案入口与AI第二页，并完整登记一篇2025企业竞赛名单32项：复用1项、范围外25项、待核6项；每项均尝试原始链接，未知与不可读保留。单篇32项不等全部200参赛者、全部分页或两年全量；RSS/API普通请求受限。",
-      "nextCheck": "继续核本篇2项的成立、主体及AI主营，优先解决Billow批次与发现年份时序、Sponstar原始年份冲突；既有业务的法律沿革及不可读项仍留缺；沿普通2025档案和AI分页扩展其余来源台账，区分参赛年、批次与公司成立年。 继续核Laplace原始年份及Eka精确注册主体；Recursive的2025/2026年份冲突保留。 继续核Honeyjar主字段与转载的年份差异、Blueprints原始可读资料与旧建筑业务主体；不把包价、演示金额或建设项目价值当ARR。",
+      "nextCheck": "继续核本篇6项的成立、主体及AI主营，优先解决Sponstar原始年份冲突、域名更名与不可读项；沿普通2025档案和AI分页扩展其余来源台账，区分参赛年、批次与公司成立年。",
       "limitation": "需追溯原始披露，部分文章受访问限制",
       "accessRecheckedAt": "2026-10-30"
     },
@@ -44,7 +44,7 @@
         "app.dealroom.co"
       ],
       "initialAccess": "官网可读取",
-      "boundary": "已读Tana、Wabi及Laplace公开公司档案：Tana财务字段不一致留缺，Wabi2025字段与官方业务关联入表，Laplace未取得成立字段而保留候选；尚未取得两年成立筛选结果集，三个个案不等目录全量。",
+      "boundary": "已读Tana与Wabi公开公司档案：前者财务字段不一致留缺，后者2025成立字段与官方业务关联入表；尚未取得两年成立筛选结果集，两个个案不等于目录全量。",
       "nextCheck": "确认公开可取得的两年成立筛选清单；逐项追溯财务原始凭证及字段口径，受权限限制保留缺项。",
       "limitation": "完整档案需权限；概览及财务表不能未经勾稽直接导入ARR",
       "accessRecheckedAt": "2026-10-30"
@@ -214,16 +214,15 @@
       "name": "36氪",
       "url": "https://www.36kr.com/",
       "role": "reporting",
-      "status": "targeted",
+      "status": "access-limited",
       "hosts": [
         "www.36kr.com",
-        "36kr.com",
+        "36kr.com"
-        "eu.36kr.com"
       ],
       "initialAccess": "安全检测，内容未核验",
-      "boundary": "此前首页安全检测仍保留；本轮4项定向检索及相关段落补查，3项据政府/公司/交易当事方资料关联、1项按原始登记归范围外。清析检索与直达正文不一致未确认关联，其他文章为平台发布/授权转载，不代表两年全量。 另登记合木、昆腾动力、寰宇心生3项报道相关段落，原始成立/主体留缺，未新增主公司表；不是全量。",
+      "boundary": "2026-10-30仍返回安全检测页面，未把首页作为已读文章。",
-      "nextCheck": "墨甲已由交易当事方原始公告补足2025成立及历史期间收入，母公司项目沿革和当前财务仍待核；继续补清析发现文章关联及未读正文，建两年公开文章台账，不绕过访问保护。 补本组三项公司/孵化/投资原始资料，避免融资与研究院、母体业绩归属混淆。",
+      "nextCheck": "使用可公开读取的具体文章或其他原始来源；不绕过访问保护。",
-      "limitation": "仅核具体相关段落，检索和直达差异、转载与原始披露分别记录。",
+      "limitation": "暂不作为已读取内容证据",
       "accessRecheckedAt": "2026-10-30"
     },
     {
@@ -234,7 +233,7 @@
       "status": "per-company",
       "hosts": [],
       "initialAccess": "按公司逐一核验",
-      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。 定向新增企智芯与九昇智能的2025成立自述及交付资料，精确注册、实际客户与收入未核；两个官网不代表中文公司全集。",
+      "boundary": "公司官网和官方材料逐条绑定证据；不是可预先列尽的全站候选池。",
       "nextCheck": "核定价、主体、交付与收入定义，自述与独立验证分开。",
       "limitation": "自述不等于独立审计"
     },
@@ -286,11 +285,9 @@
       "url": null,
       "role": "supplement",
       "status": "targeted",
-      "hosts": [
+      "hosts": [],
-        "getlatka.com"
-      ],
       "initialAccess": "见具体证据访问记录",
-      "boundary": "未归入上述来源的公开材料按原始证据链接逐条保留；不视为新增已批准的完整候选池。 本轮读取GetLatka单页历史年收入估算，方法底表未取得，不视为新增完整候选池。",
+      "boundary": "未归入上述来源的公开材料按原始证据链接逐条保留；不视为新增已批准的完整候选池。",
       "nextCheck": "逐项核来源归属、可靠性及可读正文，不能将搜索摘要当全文。",
       "limitation": "来源可读不等于声明已独立验证。"
     }

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-cn-sme-1",
+  "sourceVersion": "2026-10-30-battlefield-3",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",

scripts/audit-ai-research.py

@@ -191,8 +191,8 @@ def render():
         f"| 其他目录基础项 | {depth-reviewed} | 规则初分或资料不足，继续待复核 |",
         f"| 有团队数字 | {sum(c['team'] is not None for c in companies)} | 多为自报Team Size或Employees，时点与口径不统一 |",
         f"| 专项技术证据记录 | {len(companies)-technical['unreviewed']} | 其中{technical['description']}条自述、{technical['public-artifact']}条公开材料、{technical['independent-test']}条第三方评测 |",
-        f"| 企业披露收入线索 | {income['self']} | 含公司或交易当事方披露、历史、下界及币种不明，不等于可比ARR |",
+        f"| 公司披露收入线索 | {income['self']} | 含历史、下界、币种不明及产品业务声明，不等于可比ARR |",
-        f"| 仅平台收入线索 | {income['platform']} | 同时有企业披露者计入上一行，不重复计数 |",
+        f"| 仅平台收入线索 | {income['platform']} | 同时有公司披露者计入上一行，不重复计数 |",
         f"| 仅第三方估算 | {income['estimate']} | 不与直接披露混合 |",
         f"| 暂无可用收入数字 | {income['unknown']} | 包含尚未逐家搜索的目录项，不代表没有收入 |", '',
         '## 业务分类与数据入口', '',

scripts/documents-client.py

@@ -116,6 +116,17 @@ def main():
     mode.add_argument('--revision', type=int)
     reading.add_argument('--limit', type=int, default=50)
     reading.add_argument('--offset', type=int, default=0)
+    sections = sub.add_parser('outline', help='Read chapter titles and internal summaries without bodies')
+    sections.add_argument('slug')
+    sections.add_argument('--revision', type=int)
+    section = sub.add_parser('sections', help='Read selected chapter bodies')
+    section.add_argument('slug')
+    section.add_argument('ids', nargs='+')
+    section.add_argument('--revision', type=int)
+    editing = sub.add_parser('edit-sections', help='Atomically apply chapter operations from private JSON')
+    editing.add_argument('slug')
+    editing.add_argument('file')
+    editing.add_argument('--request-id')
     saving = sub.add_parser('save')
     saving.add_argument('file', help='Private JSON file or - for stdin; one document or {documents: [...]}')
     saving.add_argument('--request-id', help='Reuse this id only with the same input when retrying')
@@ -135,6 +146,24 @@ def main():
             elif args.revision is not None:
                 path += '?' + urllib.parse.urlencode({'revision': args.revision})
             result = request(base, token, 'GET', path)
+        elif args.command in ('outline', 'sections', 'edit-sections'):
+            path = '/api/documents/sections/' + urllib.parse.quote(args.slug, safe='/')
+            if args.command == 'edit-sections':
+                payload = json.load(sys.stdin) if args.file == '-' else json.loads(Path(args.file).read_text())
+                request_id = args.request_id or str(uuid.uuid4())
+                if not request_id or len(request_id) > 100 or any(c not in 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789._:-' for c in request_id):
+                    raise ValueError('Invalid request id')
+                print('Request id: ' + request_id, file=sys.stderr)
+                result = request(base, token, 'POST', path, payload, request_id)
+            else:
+                query = []
+                if args.revision is not None:
+                    query.append(('revision', args.revision))
+                if args.command == 'sections':
+                    query.extend(('section', section_id) for section_id in args.ids)
+                if query:
+                    path += '?' + urllib.parse.urlencode(query)
+                result = request(base, token, 'GET', path)
         else:
             payload = json.load(sys.stdin) if args.file == '-' else json.loads(Path(args.file).read_text())
             request_id = args.request_id or str(uuid.uuid4())

scripts/test_documents_client.py

@@ -4,6 +4,7 @@ import io
 import json
 from pathlib import Path
 import tempfile
+import sys
 import unittest
 from unittest.mock import patch
 import urllib.error
@@ -15,6 +16,30 @@ spec.loader.exec_module(client)
 
 
 class ClientTests(unittest.TestCase):
+    def test_section_reads_select_bodies_and_revision_without_full_document_fetch(self):
+        argv = ['client', '--url', 'https://docs.example', '--key-file', '/private/key',
+                'sections', 'endor/example', 'preamble', 's_one', '--revision', '3']
+        with patch.object(sys, 'argv', argv), patch.object(client, 'read_token', return_value='test-token'), \
+                patch.object(client, 'request', return_value={'revision': 3, 'sections': []}) as request, \
+                patch.object(sys, 'stdout', io.StringIO()):
+            client.main()
+        request.assert_called_once_with('https://docs.example', 'test-token', 'GET',
+                                        '/api/documents/sections/endor/example?revision=3&section=preamble&section=s_one')
+
+    def test_section_edit_keeps_payload_and_retry_id(self):
+        payload = {'revision': 3, 'operations': [{'op': 'update', 'id': 's_one', 'summary': 'Internal summary'}]}
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'edit.json'
+            path.write_text(json.dumps(payload))
+            argv = ['client', '--url', 'https://docs.example', '--key-file', '/private/key',
+                    'edit-sections', 'endor/example', str(path), '--request-id', 'edit-1']
+            with patch.object(sys, 'argv', argv), patch.object(client, 'read_token', return_value='test-token'), \
+                    patch.object(client, 'request', return_value={'revision': 4}) as request, \
+                    patch.object(sys, 'stdout', io.StringIO()), patch.object(sys, 'stderr', io.StringIO()):
+                client.main()
+            request.assert_called_once_with('https://docs.example', 'test-token', 'POST',
+                                            '/api/documents/sections/endor/example', payload, 'edit-1')
+
     def test_only_tls_or_loopback_origins_are_accepted(self):
         self.assertEqual(client.server_url('https://docs.example/'), 'https://docs.example')
         self.assertEqual(client.server_url('http://127.0.0.1:18135'), 'http://127.0.0.1:18135')