Classify six SR007 follow-ups and preserve revenue attribution limits

2026-11-01 00:30:51 +08:00
18 changed files with 374 additions and 21071 deletions
@@ -179,18 +179,6 @@ python3 scripts/documents-client.py save "$api_work_dir/document.json"

 客户端只自动重试一次临时网络或 `502/503/504` 错误，保持正文和请求 ID 不变；`409` 等业务错误不会自动覆盖。它不跟随 HTTP 重定向，避免将 Bearer 凭据转发到其他地址。正文和 Key 继续保存在数据库或私有文件中，不因使用 API 而进入 Git。

-### 上传正文图片
-
-使用前述 HTTPS 或 SSH 隧道配置以及 `read-write` 文档 API Key：
-
-```sh
-python3 scripts/documents-client.py upload-image ./diagram.png
-```
-
-客户端向 `POST /api/documents/images` 发送原始图片字节，`Content-Type` 为 `image/png`、`image/jpeg` 或 `image/webp`。服务端接受最大 8 MiB、2500 万像素的静态图，转换为最大 2000 × 4000 像素、2 MiB 的 WebP，并按处理后内容去重。
-
-把响应中的 `url` 放入 Markdown，例如 `![渲染流程图](/api/documents/images/<id>)`，然后通过章节 API 保存正文。登录读者和文档 API Key 均可读取图片。图片存入现有持久化 SQLite，同步纳入整库备份。仅导出正文的 `docs export` 保留图片引用，迁移时需使用包含图片的整库备份。
-
 ## 研究数据与检查

 研究工作台提供公司筛选、经营指标、原始证据、收费与交付模式、技术材料及核查记录。它区分公司披露、支付平台指标、第三方估算、融资和客户收益；未知收入不填零，材料可访问也不代表性能或商业效果已经验证。研究范围、样本限制和个案结论以工作台记录为准。
@@ -20,8 +20,7 @@
    "react": "19.3.1",
    "react-dom": "19.3.1",
    "react-markdown": "10.1.0",
-    "remark-gfm": "4.0.1",
-    "sharp": "0.35.5"
+    "remark-gfm": "4.0.1"
  },
  "devDependencies": {
    "@tailwindcss/postcss": "4.3.3",
@@ -34,6 +33,7 @@
    "eslint": "^9.39.5",
    "eslint-config-next": "16.4.3",
    "postcss": "8.5.31",
+    "sharp": "0.35.5",
    "tailwindcss": "4.3.3",
    "typescript": "~5.9.3"
  }
@@ -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, 1312);
+  assert.equal(research.companies.length, 1207);
  assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 5354);
-  assert.equal(research.observations.length, 495);
+  assert.equal(research.evidence.length, 4704);
+  assert.equal(research.observations.length, 453);
  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);
@@ -196,20 +196,15 @@ async function main() {
  const searchResponse = await request("/api/search", { headers });
  assert.equal(searchResponse.status, 200);
  const searchIndex = await searchResponse.json();
-  assert.ok(!searchIndex.some((doc: { collection: string }) => doc.collection === "Endor 文档"), "Retired Endor documents stay out of search");
  assert.ok(searchIndex.some((doc: { slug: string; searchText: string }) => doc.slug === "source-studies/pretext/measurement-cache" && doc.searchText.includes("getSegmentMetrics")));
  for (const doc of searchIndex as { slug: string; sourceSlug: string }[]) {
    assert.ok(!doc.slug.split("/").some((part) => /^\d+-/.test(part)), doc.slug);
    const legacy = await request(`/docs/${doc.sourceSlug}?from=legacy`, { headers });
+    assert.equal(legacy.status, 308, doc.sourceSlug);
+    const destination = new URL(legacy.headers.get("location")!, base);
+    assert.equal(destination.pathname, `/docs/${doc.slug}`);
+    assert.equal(destination.searchParams.get("from"), "legacy");
    assert.ok(legacy.headers.get("cache-control")?.includes("no-store"));
-    if (doc.sourceSlug === doc.slug) {
-      assert.equal(legacy.status, 200, doc.sourceSlug);
-    } else {
-      assert.equal(legacy.status, 308, doc.sourceSlug);
-      const destination = new URL(legacy.headers.get("location")!, base);
-      assert.equal(destination.pathname, `/docs/${doc.slug}`);
-      assert.equal(destination.searchParams.get("from"), "legacy");
-    }
  }
  const routes = ["/", ...searchIndex.map((doc: { slug: string }) => `/docs/${doc.slug}`)];
  const raw = await request("/api/documents/source?slug=endor/endor-purpose-draft", { headers });
@@ -220,13 +215,12 @@ async function main() {
    const sourceSlug = "ci-live-document";
    const previous = readDocument(sourceSlug);
    if (command === "exercise") {
-      // Publication is tested in a current collection; Endor is intentionally retired.
-      const first = saveDocument({ slug: "runtime-tests/ci-live-document", sourceSlug,
-        title: "Runtime document", category: "语言与运行时", collection: "运行时验证", group: "CI",
+      const first = saveDocument({ slug: "endor/ci-live-document", sourceSlug,
+        title: "Runtime document", category: "Endor", collection: "Endor 文档", group: "CI",
        description: "Isolated smoke test", draft: true, featured: false,
        content: "# Runtime document\n\nInitial body" }, previous?.revision ?? 0);
      assert.equal((await request(`/docs/${first.slug}`, { headers })).status, 200);
-      saveDocument({ ...first, slug: "runtime-tests/ci-live-document-renamed", content: "# Runtime document\n\nUpdated without rebuilding" }, first.revision);
+      saveDocument({ ...first, slug: "endor/ci-live-document-renamed", content: "# Runtime document\n\nUpdated without rebuilding" }, first.revision);
    }
    const stored = readDocument(sourceSlug);
    assert.ok(stored, "Smoke document must exist after creation or restart");
@@ -234,11 +228,11 @@ async function main() {
    const live = await request(`/docs/${stored.slug}`, { headers });
    assert.equal(live.status, 200);
    assert.ok((await live.text()).includes("Updated without rebuilding"));
-    const alias = await request("/docs/runtime-tests/ci-live-document?live=1", { headers });
+    const alias = await request("/docs/endor/ci-live-document?live=1", { headers });
    assert.equal(alias.status, 308);
    assert.ok(alias.headers.get("location")?.includes("ci-live-document-renamed?live=1"));
    const updatedIndex = await (await request("/api/search", { headers })).json();
-    assert.ok(updatedIndex.some((doc: { slug: string; searchText: string }) => doc.slug === stored.slug && doc.searchText.includes("Updated without rebuilding")));
+    assert.ok(updatedIndex.some((doc: { searchText: string }) => doc.searchText.includes("Updated without rebuilding")));
  }
  let home = "";
  let purpose = "";
@@ -260,17 +254,6 @@ async function main() {
      for (const id of ids) assert.ok(html.includes(`href="#${id}"`), `TOC anchor: ${route}#${id}`);
    }
  }
-  assert.ok(!home.includes('data-category="Endor"'), "Superseded Endor collection is absent from navigation");
-  if (searchIndex.some((doc: { collection: string }) => doc.collection === "Endorphin")) {
-    assert.equal([...home.matchAll(/data-category="([^"]+)"/g)][0]?.[1], "Endorphin", "Endorphin is the first category");
-    assert.ok(home.includes('/docs/endorphin/value-proposition'), "Endorphin opens at its value proposition");
-  }
-  // Retired documents remain reachable for historical links and gallery checks.
-  if (!purpose) {
-    const archived = await request("/docs/endor/endor-purpose-draft", { headers });
-    assert.equal(archived.status, 200);
-    purpose = await archived.text();
-  }
  assert.ok(home.includes("资料库"));
  assert.ok(home.includes("/docs/source-studies/pretext/overview"));
  // Inline preview and zoom dialog must both use the compressed browser asset.
@@ -34,7 +34,7 @@ export default function ArrDisclosures({ data, onSelect }: { data: ResearchSnaps
      <label>补证项目<select value={gap} onChange={(event) => setGap(event.target.value as ArrFieldGap | "")}><option value="">全部记录</option>{gapCounts.map((item) => <option key={item.id} value={item.id}>{gapLabels[item.id]}（{item.count} 条）</option>)}</select></label>
    </div>
    <div className="research-table-wrap"><table>
-      <caption>ARR 披露覆盖：按公司当前分类及所选成立年份、每家公司计一次。点击分类筛选下方证据表。</caption>
+      <caption>ARR 披露覆盖：按所选成立年份、每家公司计一次。点击分类筛选下方证据表。</caption>
      <thead><tr><th>业务分类</th><th>已采集公司</th><th>企业或当事方披露</th><th>仅第三方估算</th><th>缺少 ARR</th><th>披露覆盖率</th></tr></thead>
      <tbody>{coverage.filter((item) => item.companies > 0).map((item) => <tr key={item.id}>
        <td><button onClick={() => setCategory(item.id)} aria-pressed={category === item.id}>{item.name}</button></td>
@@ -42,7 +42,7 @@ export default function ArrDisclosures({ data, onSelect }: { data: ResearchSnaps
        <td>{new Intl.NumberFormat("zh-CN", { style: "percent", maximumFractionDigits: 1 }).format(item.disclosed / item.companies)}</td>
      </tr>)}</tbody>
    </table></div>
-    <p className="research-muted">分母含仅有目录资料的公司，覆盖率反映本次采集深度，不代表行业披露率。分类及收费模式采用公司当前资料；公司转向或同时经营多个产品时，历史 ARR 未必属于当前业务，需打开公司核对产品、主体与期间，不能据当前分类重归历史收入。企业披露含历史里程碑，同一公司兼有披露和估算时归企业披露；缺少 ARR 的公司仍可能有其他收入。披露时点、币种与合同定义未对齐，不能将已披露少数公司的均值外推至整个分类，也不能由离散性判断财务造假。</p>
+    <p className="research-muted">分母含仅有目录资料的公司，覆盖率反映本次采集深度，不代表行业披露率。企业披露含历史里程碑，同一公司兼有披露和估算时归企业披露；缺少 ARR 的公司仍可能有其他收入。披露时点、币种与合同定义未对齐，不能将已披露少数公司的均值外推至整个分类，也不能由离散性判断财务造假。</p>
    <aside className="research-notice" aria-label="ARR比较前的补证检查">
      <strong>ARR 比较前的补证检查</strong>
      <p>当前分类及成立年下有 {claims.length} 条披露，{completeFields} 条同时具有有效日期、明确 USD、精确金额且不是第三方估算。补证筛选后显示 {rows.length} 条。</p>
@@ -51,7 +51,7 @@ export default function ArrDisclosures({ data, onSelect }: { data: ResearchSnaps
    </aside>
    <div className="research-table-wrap"><table>
      <caption>金额保留原币种、下界和估算身份；日期栏保留业务截至日缺项</caption>
-      <thead><tr><th>公司 / 当前分类</th><th>当前收费与交付模式</th><th>原始 ARR 声明</th><th>时点</th><th>身份 / 限制</th><th>证据</th></tr></thead>
+      <thead><tr><th>公司 / 分类</th><th>收费与交付模式</th><th>原始 ARR 声明</th><th>时点</th><th>身份 / 限制</th><th>证据</th></tr></thead>
      <tbody>{rows.map(({ company, observation: item }) => {
        const source = evidence.get(item.evidence);
        const url = source && evidenceUrl(source.url);
@@ -1,11 +1,5 @@
 import type { DocLink } from "@/lib/docs";

-// Keep superseded Endor pages addressable without offering them as current material.
-export function catalogDocuments<T extends DocLink>(docs: T[]): T[] {
-  return docs.filter((doc) => doc.collection !== "Endor 文档")
-    .sort((a, b) => Number(b.collection === "Endorphin") - Number(a.collection === "Endorphin"));
-}
-
 export function collectionLabel(name: string) {
  return name.replace(/ 文档$| 源码教程$|问题集$/g, "");
 }
@@ -21,13 +15,10 @@ export function collectionIcon(name?: string): "book" | "code" | "layers" | "nod
  if (name?.includes("垃圾回收")) return "nodes";
  return "book";
 }
-export function collectionEntries(documents: DocLink[]) {
-  const docs = catalogDocuments(documents);
+export function collectionEntries(docs: DocLink[]) {
  return [...new Set(docs.map((doc) => doc.collection))].map((name) => {
    const items = docs.filter((doc) => doc.collection === name);
-    const entry = items.find((doc) => doc.slug.endsWith("/overview"))
-      ?? (name === "Endorphin" ? items.find((doc) => doc.featured) : undefined)
-      ?? items[0];
+    const entry = items.find((doc) => doc.slug.endsWith("/overview")) ?? items[0];
    return { name, entry, count: items.length };
  });
 }
@@ -1,5 +1,4 @@
 import { randomUUID, createHash } from "node:crypto";
-import { catalogDocuments } from "./collections";
 import { openSiteDatabase } from "./site-database";
 import { DocumentValidationError, DocumentConflictError } from "./document-errors";
 import { sectionSchema, loadSections, reconcileSections, persistSections, splitSections, outline,
@@ -189,7 +188,7 @@ export async function readDoc(slug: string): Promise<Doc> {
 }

 export async function listDocs(): Promise<DocLink[]> {
-  return catalogDocuments(allDocuments()).map(({ content: _, ...doc }) => { void _; return doc; });
+  return allDocuments().map(({ content: _, ...doc }) => { void _; return doc; });
 }

 // Explicit, atomic bootstrap only. Runtime reads never import repository data.
@@ -1,39 +0,0 @@
-import { createHash } from "node:crypto";
-import { openSiteDatabase } from "./site-database";
-
-function openImages() {
-  const db = openSiteDatabase();
-  try {
-    db.exec(`CREATE TABLE IF NOT EXISTS document_images (
-      id TEXT PRIMARY KEY,
-      bytes BLOB NOT NULL
-    )`);
-    return db;
-  } catch (error) {
-    db.close();
-    throw error;
-  }
-}
-
-export function saveDocumentImage(bytes: Buffer) {
-  const id = createHash("sha256").update(bytes).digest("hex");
-  const db = openImages();
-  try {
-    db.prepare("INSERT INTO document_images (id, bytes) VALUES (?, ?) ON CONFLICT(id) DO NOTHING").run(id, bytes);
-    return id;
-  } finally {
-    db.close();
-  }
-}
-
-export function readDocumentImage(id: string) {
-  const db = openImages();
-  try {
-    const row = db.prepare("SELECT bytes FROM document_images WHERE id = ?").get(id) as
-      | { bytes: Uint8Array }
-      | undefined;
-    return row ? Buffer.from(row.bytes) : undefined;
-  } finally {
-    db.close();
-  }
-}
@@ -1,24 +0,0 @@
-import type { NextApiRequest, NextApiResponse } from "next";
-import { documentApiError } from "@/lib/documents-api";
-import { readDocumentImage } from "@/lib/document-images";
-
-// The site proxy accepts a logged-in reader or a document API key on this route.
-export default function handler(request: NextApiRequest, response: NextApiResponse) {
-  try {
-    response.setHeader("Cache-Control", "private, no-store");
-    response.setHeader("X-Content-Type-Options", "nosniff");
-    if (request.method !== "GET" && request.method !== "HEAD") {
-      response.setHeader("Allow", "GET, HEAD");
-      return response.status(405).end();
-    }
-    const id = request.query.id;
-    if (typeof id !== "string" || !/^[a-f0-9]{64}$/.test(id)) return response.status(404).end();
-    const bytes = readDocumentImage(id);
-    if (!bytes) return response.status(404).end();
-    response.setHeader("Content-Type", "image/webp");
-    response.setHeader("Content-Length", bytes.length);
-    return request.method === "HEAD" ? response.status(200).end() : response.status(200).send(bytes);
-  } catch (error) {
-    return documentApiError(response, error);
-  }
-}
@@ -1,64 +0,0 @@
-import type { NextApiRequest, NextApiResponse } from "next";
-import sharp from "sharp";
-import { authorizeDocuments, documentApiError } from "@/lib/documents-api";
-import { saveDocumentImage } from "@/lib/document-images";
-
-const maxUploadBytes = 8 * 1024 * 1024;
-const maxStoredBytes = 2 * 1024 * 1024;
-const imageTypes = new Set(["image/png", "image/jpeg", "image/webp"]);
-const imageFormats = new Set(["png", "jpeg", "webp"]);
-
-export const config = { api: { bodyParser: false } };
-
-export default async function handler(request: NextApiRequest, response: NextApiResponse) {
-  try {
-    if (request.method !== "POST") {
-      response.setHeader("Allow", "POST");
-      return response.status(405).end();
-    }
-    if (!authorizeDocuments(request, response, true)) return;
-
-    const type = request.headers["content-type"]?.split(";")[0].trim().toLowerCase();
-    if (!type || !imageTypes.has(type)) {
-      return response.status(415).json({ error: "请上传 PNG、JPEG 或 WebP 图片" });
-    }
-    if (Number(request.headers["content-length"]) > maxUploadBytes) {
-      return response.status(413).json({ error: "图片上传上限为 8 MiB" });
-    }
-
-    const chunks: Buffer[] = [];
-    let length = 0;
-    for await (const chunk of request.iterator({ destroyOnReturn: false })) {
-      const bytes = Buffer.isBuffer(chunk) ? chunk : Buffer.from(chunk);
-      length += bytes.length;
-      if (length > maxUploadBytes) {
-        return response.status(413).json({ error: "图片上传上限为 8 MiB" });
-      }
-      chunks.push(bytes);
-    }
-
-    let encoded: Buffer;
-    try {
-      const input = sharp(Buffer.concat(chunks), { limitInputPixels: 25_000_000 });
-      const { format, pages } = await input.metadata();
-      if (!format || !imageFormats.has(format) || type !== `image/${format}` || (pages ?? 1) > 1) {
-        return response.status(415).json({ error: "图片格式需与声明一致，且只支持静态图片" });
-      }
-      encoded = await input.rotate()
-        .resize({ width: 2000, height: 4000, fit: "inside", withoutEnlargement: true })
-        .webp({ quality: 85 })
-        .toBuffer();
-    } catch {
-      return response.status(400).json({ error: "无法解码图片，或像素数量超过限制" });
-    }
-    if (encoded.length > maxStoredBytes) {
-      return response.status(413).json({ error: "处理后的图片超过 2 MiB，请缩小后重试" });
-    }
-
-    const id = saveDocumentImage(encoded);
-    const url = `/api/documents/images/${id}`;
-    return response.status(200).json({ id, url, contentType: "image/webp", size: encoded.length });
-  } catch (error) {
-    return documentApiError(response, error);
-  }
-}
@@ -1,5 +1,4 @@
 import type { NextApiRequest, NextApiResponse } from "next";
-import { catalogDocuments } from "@/lib/collections";
 import { allDocuments } from "@/lib/docs";

 // The proxy authenticates this endpoint, including index content.
@@ -10,7 +9,7 @@ export default async function handler(request: NextApiRequest, response: NextApi
    return response.status(405).end();
  }
  try {
-    const index = catalogDocuments(allDocuments()).map(({ content, ...doc }) => ({ ...doc, searchText: content }));
+    const index = allDocuments().map(({ content, ...doc }) => ({ ...doc, searchText: content }));
    return response.status(200).json(index);
  } catch {
    return response.status(503).json({ error: "文档数据库暂时不可用" });
@@ -23,10 +23,6 @@ import { collectionEntries, collectionLabel } from "@/lib/collections";
 import { Icon } from "@/components/Icon";
 import { headingsFor } from "@/lib/navigation";

-function isZoomableFigure(source: string) {
-  return source.startsWith("/figures/endor-") || /^\/api\/documents\/images\/[a-f0-9]{64}$/.test(source);
-}
-
 type Props = { doc: Doc; docs: DocLink[] };
 const AICompanyResearch = dynamic(() => import("@/components/AICompanyResearch"));
 export const getServerSideProps: GetServerSideProps<Props> = async ({ params, res, resolvedUrl }) => {
@@ -58,8 +54,7 @@ export default function DocPage({
  const [active, setActive] = useState("");
  
  const siblings = docs.filter((d) => d.collection === doc.collection);
-  // Historical pages remain readable even when their collection is outside the catalog.
-  const collectionEntry = collectionEntries(docs).find((c) => c.name === doc.collection)?.entry ?? doc;
+  const collectionEntry = collectionEntries(docs).find((c) => c.name === doc.collection)!.entry;
  const index = siblings.findIndex((d) => d.slug === doc.slug);
  useEffect(() => {
    const observer = new IntersectionObserver(
@@ -125,14 +120,14 @@ export default function DocPage({
                    const slides = node?.children.flatMap((child) =>
                      child.type === "element" && child.tagName === "img" &&
                      typeof child.properties.src === "string" &&
-                      isZoomableFigure(child.properties.src)
+                      child.properties.src.startsWith("/figures/endor-")
                        ? [{ source: child.properties.src, alt: String(child.properties.alt ?? "") }]
                        : [],
                    ) ?? [];
                    const onlyImages = node?.children.every((child) =>
                      (child.type === "element" && child.tagName === "img" &&
                        typeof child.properties.src === "string" &&
-                        isZoomableFigure(child.properties.src)) ||
+                        child.properties.src.startsWith("/figures/endor-")) ||
                      (child.type === "text" && child.value.trim() === ""),
                    );
                    if (slides.length > 1 && onlyImages) return <FigureGallery slides={slides} />;
@@ -146,7 +141,7 @@ export default function DocPage({
                    );
                  },
                  img: ({ src, alt }) =>
-                    typeof src === "string" && isZoomableFigure(src) ? (
+                    typeof src === "string" && src.startsWith("/figures/endor-") ? (
                      <ArchitectureFigure source={src} alt={alt ?? "Endor 架构图"} />
                    ) : (
                      // eslint-disable-next-line @next/next/no-img-element
@@ -92,8 +92,7 @@ test("ARR ledger preserves historical estimates without promoting targets, run r
  const ids = new Set(rows.map((row) => row.observation.id));
  for (const id of ["O064", "O065", "O066", "O069", "O070", "O071", "O046"])
    assert.ok(ids.has(id), `${id}: historical claims, estimates and unknown currencies remain visible`);
-  for (const id of ["O050", "O052", "O053", "O055", "SR-O-AI067-runrate", "ROCKET-O-arr", "AQ-O-RUNRATE",
-    "SRLEARN1-O-CLAIR-D2C", "SRLEARN1-O-CLAIR-B2B"])
+  for (const id of ["O050", "O052", "O053", "O055", "SR-O-AI067-runrate", "ROCKET-O-arr", "AQ-O-RUNRATE"])
    assert.ok(!ids.has(id), `${id}: excluded or ambiguous records cannot enter the ARR ledger`);
  assert.equal(rows.find((row) => row.observation.id === "O066")?.observation.selection, "historical-estimate");
  assert.equal(rows.find((row) => row.observation.id === "O046")?.observation.unit, "原文$，币种待核");
@@ -124,11 +123,11 @@ 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, 1312);
-    assert.equal(initial.evidence.length, 5354);
-    assert.equal(initial.observations.length, 495);
+    assert.equal(initial.companies.length, 1207);
+    assert.equal(initial.evidence.length, 4704);
+    assert.equal(initial.observations.length, 453);
    const businessReviews = initial.reviews.filter((review) => review.type === businessModelReviewType);
-    assert.equal(businessReviews.length, 26);
+    assert.equal(businessReviews.length, 4);
    assert.deepEqual(businessReviews, seed.reviews.filter((review) => review.type === businessModelReviewType)
      .sort((a, b) => a.id.localeCompare(b.id)),
      "business model assessments and company/evidence links persist in the shared database");
@@ -170,9 +169,9 @@ 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, 299);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 159);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 65);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 221);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 145);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 48);
  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")!), []);
@@ -191,11 +190,11 @@ 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), 1312);
-  assert.equal(summary.reduce((n, c) => n + c.self, 0), 63);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1207);
+  assert.equal(summary.reduce((n, c) => n + c.self, 0), 58);
  assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
  assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19);
-  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1228);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1128);
  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"));
@@ -230,8 +229,8 @@ test("service run rates, legacy freight revenue and paid adoption do not become

 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, 303);
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 29);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 192);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 26);
  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/);
@@ -503,342 +502,6 @@ test("the public SR007 roster preserves unique entries and Alven's older operato
  assert.ok(alven.evidenceIds?.includes("SR007R-ALVEN-REG"));
  assert.ok(!snapshot.observations.some((item) => item.evidence.startsWith("SR007R-")),
    "roster claims, deployment plans and per-unit prices are not new financial observations");
-  const coherence = batch.records.find((row) => row.name === "Coherence Health")!;
-  assert.equal(coherence.status, "pending-ai", "a new coaching business still needs current AI delivery evidence");
-  assert.equal(coherence.companyId, undefined);
-  const followup = snapshot.observations.filter((item) => item.id.startsWith("SR007F2-"));
-  assert.equal(followup.length, 4);
-  assert.ok(followup.every((item) => ["excluded", "adoption"].includes(item.selection) && !item.metric && !item.observedAt));
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id.startsWith("SR007F2-")),
-    "contracted ARR and pipeline are not live ARR disclosures");
-  const thirdFollowup = snapshot.observations.filter((item) => item.id.startsWith("SR007F3-"));
-  assert.equal(thirdFollowup.length, 6);
-  assert.equal(thirdFollowup.filter((item) => item.selection === "excluded").length, 3);
-  assert.equal(thirdFollowup.filter((item) => item.selection === "adoption").length, 3);
-  assert.ok(thirdFollowup.every((item) => !item.metric && !item.observedAt));
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id.startsWith("SR007F3-")),
-    "projected ARR, connected customer assets and prospective contracts are not realized ARR");
-  assert.equal(snapshot.companies.find((item) => item.id === "AI121")!.cat, "C02",
-    "training data and environments are infrastructure rather than demonstrated foundation models");
-  const embrasure = snapshot.companies.find((item) => item.id === "AI122")!;
-  assert.equal(embrasure.technicalReview!.level, "public-artifact");
-  assert.ok(embrasure.technicalReview!.evidenceIds.includes("SR007F3-EMBRASURE-FLOW"),
-    "the public connector supports artifact availability, not independently reproduced warehouse performance");
-  for (const name of ["KIRA", "Leonidas", "Mecone", "PhotonSpear"]) {
-    const candidate = batch.records.find((row) => row.name === name)!;
-    assert.equal(candidate.status, "pending-ai",
-      "serving AI customers or using software controls is not evidence of an AI business");
-    assert.equal(candidate.companyId, undefined);
-  }
-  const maestroClaims = arrDisclosures(snapshot).filter(({ company }) => company.id === "AI130");
-  assert.equal(maestroClaims.length, 2, "keep the two original ARR milestones in the evidence ledger");
-  assert.ok(maestroClaims.every(({ observation }) => observation.selection === "historical" &&
-    arrFieldGaps(observation, snapshot.asOf).includes("date") &&
-    arrFieldGaps(observation, snapshot.asOf).includes("currency")));
-  const cumulative = snapshot.observations.find((item) => item.id === "SR007F4-O-MAESTRO-CUMULATIVE")!;
-  assert.equal(cumulative.selection, "historical");
-  assert.equal(cumulative.metric, undefined, "nine-month cumulative revenue cannot become ARR");
-  const contracted = snapshot.observations.find((item) => item.id === "SR007F4-O-HOID-CONTRACT")!;
-  assert.equal(contracted.selection, "excluded");
-  assert.equal(contracted.metric, undefined, "contracted run rate is not realized ARR");
-  const openwhispr = snapshot.companies.find((item) => item.id === "AI135")!;
-  assert.equal(openwhispr.technicalReview!.level, "public-artifact");
-  assert.ok(openwhispr.technicalReview!.evidenceIds.includes("SR007F5-OPENWHISPR-REPO"));
-  const voiceArr = arrDisclosures(snapshot).find(({ company }) => company.id === openwhispr.id)!.observation;
-  assert.equal(voiceArr.value, 120000);
-  assert.equal(voiceArr.bound, "≥");
-  assert.ok(arrFieldGaps(voiceArr, snapshot.asOf).includes("date"));
-  assert.ok(arrFieldGaps(voiceArr, snapshot.asOf).includes("currency"),
-    "current plan prices cannot supply the currency of an undated investor ARR claim");
-  const voiceUsers = snapshot.observations.find((item) => item.id === "SR007F5-O-OPENWHISPR-DAU")!;
-  assert.equal(voiceUsers.selection, "adoption", "daily active users are not paying subscribers");
-  assert.equal(voiceUsers.metric, undefined);
-  const salesLive = snapshot.observations.find((item) => item.id === "SR007F6-O-OTHELLO-LIVE")!;
-  assert.equal(salesLive.metric, "arr");
-  assert.equal(salesLive.value, 600000, "live ARR must not include contracted ARR or pipeline");
-  for (const suffix of ["CONTRACT", "PIPELINE"]) {
-    const prospective = snapshot.observations.find((item) => item.id === `SR007F6-O-OTHELLO-${suffix}`)!;
-    assert.equal(prospective.selection, "excluded");
-    assert.equal(prospective.metric, undefined);
-  }
-  const professionalService = snapshot.observations.find((item) => item.id === "SR007F6-O-PARCA-RUNRATE")!;
-  assert.equal(professionalService.metric, "annualized-revenue");
-  assert.equal(professionalService.selection, "historical");
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id === professionalService.id),
-    "annualized professional-service revenue is not recurring subscription ARR");
-  assert.equal(snapshot.companies.find((item) => item.id === "AI137")!.technicalReview!.level, "description",
-    "a preliminary external ranking with unresolved methodology is not complete independent verification");
-  const contractFollowup = snapshot.observations.filter((item) => item.id.startsWith("SR007F7-"));
-  assert.equal(contractFollowup.filter((item) => item.selection === "excluded").length, 4);
-  assert.equal(contractFollowup.filter((item) => item.selection === "adoption").length, 1);
-  assert.ok(contractFollowup.every((item) => !item.metric && !item.observedAt));
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id.startsWith("SR007F7-")),
-    "contracted revenue and potential customers' active users cannot become realized ARR");
-  assert.equal(snapshot.companies.find((item) => item.id === "AI144")!.revenueStatus, "unknown",
-    "free current SDK terms and a contracted ARR claim need reconciliation before labeling realized revenue");
-  const scaledrive = batch.records.find((row) => row.name === "scaledrive.ai")!;
-  assert.equal(scaledrive.status, "outside-cohort", "SR007 membership cannot replace a stated 2024 founding year");
-  assert.equal(scaledrive.companyId, undefined);
-  assert.ok(scaledrive.evidenceIds?.includes("SR007F8-SCALEDRIVE-SR"));
-  for (const id of ["AI147", "AI150"]) {
-    assert.equal(snapshot.companies.find((item) => item.id === id)!.technicalReview!.level, "description",
-      "self-hosting and SDK documentation do not establish correctly attributed public source code");
-    assert.equal(snapshot.companies.find((item) => item.id === id)!.revenueStatus, "unknown");
-  }
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id.startsWith("SR007F8-")),
-    "previous-company ARR and financial amounts in document demonstrations are not current revenue");
-  assert.equal(batch.records.filter((row) => row.status === "linked").length, 71);
-  assert.equal(batch.records.filter((row) => row.profileStatus === "archive-only").length, 0,
-    "all reused independent profiles have now been explicitly reread");
-  assert.equal(batch.records.filter((row) => row.profileStatus === "readable").length, 79);
-  const ninthFollowup = snapshot.observations.filter((item) => item.id.startsWith("SR007F9-"));
-  assert.equal(ninthFollowup.length, 10);
-  assert.equal(ninthFollowup.filter((item) => item.selection === "excluded").length, 6);
-  assert.equal(ninthFollowup.filter((item) => item.selection === "adoption").length, 3);
-  const industrialRunRate = ninthFollowup.find((item) => item.id === "SR007F9-O-VALENT-ANNUALIZED")!;
-  assert.equal(industrialRunRate.metric, "annualized-revenue");
-  assert.equal(industrialRunRate.selection, "historical");
-  assert.ok(ninthFollowup.every((item) => !item.observedAt),
-    "access dates and weeks since launch cannot supply precise financial dates");
-  assert.ok(ninthFollowup.filter((item) => item !== industrialRunRate).every((item) => !item.metric));
-  assert.ok(!arrDisclosures(snapshot).some(({ observation }) => observation.id.startsWith("SR007F9-")),
-    "annual contracts without fulfillment evidence, funding, annualized revenue and pipeline remain outside live ARR");
-  for (const id of ["AI152", "AI158"]) {
-    assert.equal(snapshot.companies.find((item) => item.id === id)!.revenueStatus, "unknown",
-      "contracted labels alone cannot establish realized revenue");
-  }
-  assert.equal(snapshot.companies.find((item) => item.id === "AI161")!.cat, "C02",
-    "enterprise workload model specialization is classified by delivery rather than frontier-model slogans");
-  const rereadProfiles = snapshot.evidence.filter((item) => item.id.startsWith("SR007F10-P-"));
-  assert.equal(rereadProfiles.length, 17);
-  assert.equal(new Set(rereadProfiles.map((item) => item.companyId)).size, 17);
-  for (const evidence of rereadProfiles) {
-    const candidate = batch.records.find((row) => row.companyId === evidence.companyId)!;
-    assert.equal(candidate.url, evidence.url);
-    assert.ok(candidate.evidenceIds?.includes(evidence.id), "each reread has an exact profile link");
-  }
-  assert.ok(!snapshot.observations.some((item) => item.id.startsWith("SR007F10-")),
-    "rereading existing financial milestones must not introduce duplicate observations");
-  for (const id of ["AI067", "AI069"]) {
-    assert.equal(snapshot.companies.find((item) => item.id === id)!.cat, "C02",
-      "current hosted-model and training-data delivery are infrastructure");
-  }
-  const oldWorkflowArr = snapshot.observations.find((item) => item.id === "SR-O-AI069-arr")!;
-  assert.equal(oldWorkflowArr.evidence, "SR-E-infragrid", "retain the original workflow revenue evidence");
-  assert.equal(oldWorkflowArr.value, 302000);
-  assert.equal(oldWorkflowArr.observedAt, undefined);
-  assert.ok(snapshot.companies.find((item) => item.id === "AI069")!.notes.includes("历史ARR归属不清"),
-    "a current category change must retain the unresolved historical product attribution");
-});
-
-test("public Speedrun cohort rosters preserve the finite boundary without inventing founding years", () => {
-  const snapshot = seed as ResearchSnapshot;
-  const rosters = snapshot.candidateBatches!.filter((batch) => /^SR00[1-7]-public-roster-2026-1$/.test(batch.id));
-  assert.equal(rosters.length, 7);
-  for (const [index, count] of [25, 25, 32, 42, 59, 59, 79].entries()) {
-    const batch = rosters.find((item) => item.id.startsWith(`SR${String(index + 1).padStart(3, "0")}-`))!;
-    assert.equal(batch.records.length, count);
-    assert.equal(batch.complete, false, "a complete directory page is not completed company-level research");
-  }
-  const rows = rosters.flatMap((batch) => batch.records);
-  assert.equal(rows.length, 321);
-  assert.equal(new Set(rows.map((row) => row.url)).size, 321);
-  const newlyRegistered = rosters.filter((batch) => !batch.id.startsWith("SR007-")).flatMap((batch) => batch.records);
-  assert.equal(newlyRegistered.length, 242);
-  assert.equal(newlyRegistered.filter((row) => row.status === "pending-year").length, 5);
-  assert.equal(newlyRegistered.filter((row) => row.status === "linked").length, 68);
-  assert.equal(newlyRegistered.filter((row) => row.status === "existing-outside-cohort").length, 1);
-  assert.equal(newlyRegistered.filter((row) => row.status === "outside-cohort").length, 144);
-  assert.equal(newlyRegistered.filter((row) => row.status === "pending-ai").length, 24,
-    "a known self-reported founding year does not by itself establish the current AI business");
-  assert.equal(newlyRegistered.filter((row) => row.profileStatus === "readable").length, 232);
-  assert.ok(newlyRegistered.filter((row) => row.status === "outside-cohort").every((row) =>
-    row.profileStatus === "readable" && row.evidenceIds?.some((id) => (id.startsWith("SRALL1-P-") || id.startsWith("SRPRO1-P-")))),
-  "old founding years require independent profile evidence, not cohort age");
-  const variants = newlyRegistered.filter((row) => row.name === "Variant");
-  assert.equal(variants.length, 2);
-  assert.equal(new Set(variants.map((row) => row.url)).size, 2, "same-name profiles must not be merged by name");
-  assert.equal(variants.filter((row) => row.companyId === "AI066").length, 1);
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SRALL1-")),
-    "roster discovery and outside-cohort claims do not create financial observations");
-  const profiles = snapshot.evidence.filter((row) => row.id.startsWith("SRPRO1-P-"));
-  assert.equal(profiles.length, 226);
-  for (const proof of profiles) {
-    const candidate = newlyRegistered.find((row) => row.id === proof.id.slice("SRPRO1-P-".length))!;
-    assert.equal(candidate.url, proof.url);
-    assert.ok(candidate.evidenceIds?.includes(proof.id));
-  }
-  for (const id of ["AI162", "AI163", "AI164", "AI165", "AI166", "AI167"]) {
-    const company = snapshot.companies.find((row) => row.id === id)!;
-    assert.equal(company.year, 2025);
-    assert.equal(company.revenueStatus, "unknown");
-    assert.equal(company.technicalReview!.level, "description");
-  }
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SRPRO1-")),
-    "future GPU capacity, free trials, customer savings and unread financial claims are not realized revenue");
-});
-
-test("Speedrun brand dates and survey benchmark scores do not create new-company revenue", () => {
-  const snapshot = seed as ResearchSnapshot;
-  const rows = snapshot.candidateBatches!.flatMap((batch) => batch.records);
-  for (const id of ["SR004R-C11", "SR004R-C20"]) {
-    const row = rows.find((item) => item.id === id)!;
-    assert.equal(row.status, "pending-year", "a known brand year must retain unresolved underlying entity dates");
-    assert.equal(row.companyId, undefined);
-    assert.ok(row.evidenceIds!.some((proof) => proof.startsWith("SR004F2-")));
-  }
-  for (const id of ["SR004R-C08", "SR004R-C15"]) {
-    assert.equal(rows.find((item) => item.id === id)!.status, "pending-ai");
-  }
-  for (const [id, category] of [["AI168", "C06"], ["AI169", "C05"]]) {
-    const company = snapshot.companies.find((item) => item.id === id)!;
-    assert.equal(company.cat, category);
-    assert.equal(company.revenueStatus, "unknown");
-    assert.equal(company.technicalReview!.level, "description");
-  }
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR004F2-")),
-    "brand-deal opportunities, listed fees and survey agreement are not financial observations");
-  const model = snapshot.reviews.find((row) => row.id === "MODEL1-SIMULATION-PANEL")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, model), ["AI169"]);
-  assert.ok(model.evidenceIds.includes("SR004F2-REHEARSALS-PRICE"));
-});
-
-test("recruiting service adoption and official balance sheets do not become ARR", () => {
-  const snapshot = seed as ResearchSnapshot;
-  for (const id of ["AI170", "AI171", "AI172", "AI173", "AI174", "AI175"]) {
-    const company = snapshot.companies.find((row) => row.id === id)!;
-    assert.equal(company.year, 2025);
-    assert.equal(company.revenueStatus, "unknown");
-    assert.equal(company.technicalReview!.level, "description");
-  }
-  const accounts = snapshot.evidence.find((row) => row.id === "SR005F3-DEX-ACCOUNTS")!;
-  assert.equal(accounts.companyId, "AI171");
-  assert.equal(new URL(accounts.url).hostname, "find-and-update.company-information.service.gov.uk");
-  assert.equal(accounts.publishedAt, "2026-09-08", "filing date is preserved without becoming a revenue measurement date");
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR005F3-")),
-    "balance-sheet cash, client quotes, salaries and recruiting outcomes do not disclose revenue");
-  const model = snapshot.reviews.find((row) => row.id === "MODEL1-RECRUITING-SERVICE")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, model), ["AI175", "AI171"]);
-  assert.ok(model.evidenceIds.includes("SR005F3-JOOBA-TERMS"));
-});
-
-test("current products preserve unresolved identity and separate trading from software revenue", () => {
-  const snapshot = seed as ResearchSnapshot;
-  const presia = snapshot.candidateBatches!.flatMap((batch) => batch.records)
-    .find((row) => row.id === "SR005R-C44")!;
-  assert.equal(presia.status, "pending-ai");
-  assert.equal(presia.companyId, undefined, "a reused domain does not resolve a changed business entity");
-  assert.ok(presia.evidenceIds!.includes("SR005F4-PRESIA-ASSET"));
-  for (const id of ["AI176", "AI177", "AI178", "AI179", "AI180"]) {
-    const company = snapshot.companies.find((row) => row.id === id)!;
-    assert.equal(company.revenueStatus, "unknown");
-  }
-  const syzygy = snapshot.companies.find((row) => row.id === "AI180")!;
-  assert.equal(syzygy.technicalReview!.level, "public-artifact");
-  assert.ok(syzygy.technicalReview!.evidenceIds.includes("SR005F4-SYZYGY-FILES"));
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR005F4-")),
-    "landed prices, customer savings, model scores and listed subscriptions are not reported ARR");
-  const supply = snapshot.reviews.find((row) => row.id === "MODEL1-PHYSICAL-SUPPLY")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, supply), ["AI179"]);
-  assert.ok(snapshot.reviews.find((row) => row.id === "MODEL1-LOCAL-CLOUD")!.companyIds!.includes("AI180"));
-});
-
-test("new founding-year reports retain beta, academic and self-reported enforcement boundaries", () => {
-  const snapshot = seed as ResearchSnapshot;
-  for (const id of ["AI181", "AI182", "AI184", "AI185", "AI186"]) {
-    const company = snapshot.companies.find((row) => row.id === id)!;
-    assert.equal(company.year, 2026);
-    assert.equal(company.revenueStatus, "unknown");
-    assert.equal(company.technicalReview!.level, "description");
-  }
-  assert.equal(snapshot.companies.find((row) => row.id === "AI183")!.year, 2025);
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR006F5-")),
-    "trial credits, customer revenue impact, demonstration fundraises and normalized research scores are not ARR");
-  const research = snapshot.reviews.find((row) => row.id === "SR006F5-R-RESEARCH")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, research), ["AI185", "AI169"]);
-  assert.ok(research.evidenceIds.includes("SR004F2-REHEARSALS-BENCH"));
-  const pricing = snapshot.reviews.find((row) => row.id === "MODEL1-MESSAGE-ENFORCEMENT")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, pricing), ["AI186"]);
-  assert.ok(pricing.evidenceIds.includes("SR006F5-ZERODRIFT-TERMS"));
-});
-
-test("rebrands and ambiguous monthly receipts stay outside comparable ARR", () => {
-  const snapshot = seed as ResearchSnapshot;
-  const rows = snapshot.candidateBatches!.flatMap((batch) => batch.records);
-  for (const id of ["SR006R-C37", "SR006R-C54"]) {
-    const row = rows.find((item) => item.id === id)!;
-    assert.equal(row.status, "pending-year");
-    assert.equal(row.companyId, undefined, "brand dates must not overwrite existing legal-entity dates");
-  }
-  const idilio = rows.find((item) => item.id === "SR006R-C22")!;
-  assert.equal(idilio.status, "pending-ai");
-  assert.ok(idilio.evidenceIds!.includes("SR006F6-IDILIO-SR"));
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SR006F6-")),
-    "pipeline, retained client revenue, illustrative tax values and undated monthly receipts are not comparable ARR");
-  for (const id of ["AI187", "AI188", "AI189"]) {
-    assert.equal(snapshot.companies.find((row) => row.id === id)!.revenueStatus, "unknown");
-  }
-  const tax = snapshot.reviews.find((row) => row.id === "MODEL1-TAX-PREP")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, tax), ["AI188"]);
-  assert.ok(tax.evidenceIds.includes("SR006F6-GROVE-PRICE"));
-});
-
-test("care and legal delivery preserve financial exclusions and linked cost reviews", () => {
-  const snapshot = seed as ResearchSnapshot;
-  for (const id of ["AI190", "AI191", "AI192", "AI193", "AI194", "AI195"]) {
-    const company = snapshot.companies.find((row) => row.id === id)!;
-    assert.equal(company.revenueStatus, "unknown");
-    assert.equal(company.technicalReview!.level, "description");
-    const candidate = snapshot.candidateBatches!.flatMap((batch) => batch.records)
-      .find((row) => row.companyId === id)!;
-    assert.equal(candidate.status, "linked");
-    assert.equal(candidate.categoryId, company.cat);
-    assert.ok(company.evidenceIds.every((proof) => snapshot.evidence.some((row) => row.id === proof && row.companyId === id)));
-  }
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SRCARE1-")),
-    "undefined annual run rate, customer savings, list prices and usage are not comparable ARR");
-  const hardware = snapshot.reviews.find((row) => row.id === "MODEL1-HARDWARE-LIFETIME")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, hardware), ["AI195"]);
-  const clinical = snapshot.reviews.find((row) => row.id === "MODEL1-CARE-OPERATIONS")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, clinical), ["AI191", "AI194"]);
-});
-
-test("enterprise contracts and launch-year conflicts retain their exclusions", () => {
-  const snapshot = structuredClone(seed) as ResearchSnapshot;
-  const accelerator = snapshot.candidateBatches!.flatMap((batch) => batch.records)
-    .find((row) => row.id === "SR006R-C01")!;
-  assert.equal(accelerator.status, "pending-year");
-  assert.equal(accelerator.companyId, undefined);
-  assert.ok(accelerator.evidenceIds!.includes("SRENTER1-ACCELER8-DEALROOM"));
-  for (const [id, value, bound] of [["HEAVI", 100000, "="], ["VERRA", 700000, "≈"]] as const) {
-    const contract = snapshot.observations.find((row) => row.id === `SRENTER1-O-${id}-CONTRACT`)!;
-    assert.equal(contract.value, value);
-    assert.equal(contract.bound, bound);
-    assert.equal(contract.selection, "excluded");
-    assert.equal(contract.observedAt, undefined);
-    assert.equal(contract.comparisonGroup, null);
-    assert.equal(snapshot.companies.find((row) => row.id === contract.company)!.revenueStatus, "unknown");
-    contract.metric = "arr";
-    assert.ok(!arrDisclosures(snapshot).some((row) => row.observation.id === contract.id),
-      "even a wrongly added ARR label must not promote an excluded contract");
-    assert.ok(!platformIncomeSample(snapshot, { windowDays: 90 }).points
-      .some((row) => row.observation.id === contract.id));
-  }
-});
-
-test("financial candidates need current AI evidence before they acquire company and income links", () => {
-  const snapshot = seed as ResearchSnapshot;
-  const candidates = snapshot.candidateBatches!.flatMap((batch) => batch.records);
-  for (const id of ["SR006R-C06", "SR006R-C16", "SR005R-C35", "SR006R-C08"]) {
-    const candidate = candidates.find((row) => row.id === id)!;
-    assert.equal(candidate.status, "pending-ai");
-    assert.equal(candidate.companyId, undefined);
-    assert.ok(candidate.evidenceIds!.some((proof) => proof.startsWith("SRFIN1-")));
-  }
-  const financial = snapshot.reviews.find((row) => row.id === "MODEL1-FINANCIAL-OPERATIONS")!;
-  assert.deepEqual(reviewCompanyIds(snapshot, financial), ["AI202", "AI203", "AI204"]);
-  assert.ok(!snapshot.observations.some((row) => row.evidence.startsWith("SRFIN1-")),
-    "bank size, FX processing, artist revenue, demo portfolios and benchmark scores are not vendor income");
 });

 test("annual launch archives exclude older companies only with evidence and reuse existing records", () => {
@@ -868,7 +531,7 @@ 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, 136);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 183);
 });

 test("product pivots and founder histories do not become new company years or current revenue", () => {
@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-11-01-source-closeout-1",
+  "sourceVersion": "2026-11-01-sr007-followup-1",
  "asOf": "2026-11-01",
  "metric": "platform-mrr-usd",
  "sampleUnit": "product-or-business",
@@ -28,9 +28,6 @@ importers:
      remark-gfm:
        specifier: 4.0.1
        version: 4.0.1(supports-color@7.2.0)
-      sharp:
-        specifier: 0.35.5
-        version: 0.35.5(@types/node@22.20.5)
    devDependencies:
      '@tailwindcss/postcss':
        specifier: 4.3.3
@@ -62,6 +59,9 @@ importers:
      postcss:
        specifier: 8.5.31
        version: 8.5.31
+      sharp:
+        specifier: 0.35.5
+        version: 0.35.5(@types/node@22.20.5)
      tailwindcss:
        specifier: 4.3.3
        version: 4.3.3
@@ -4,7 +4,7 @@ from collections import Counter
 import json
 from pathlib import Path
 import sys
-from urllib.parse import parse_qs, urlsplit
+from urllib.parse import urlsplit

 ROOT = Path(__file__).resolve().parents[1]
 DATA = json.loads((ROOT / 'content/research/ai-companies.seed.json').read_text())
@@ -49,54 +49,6 @@ def source_register():
            assert roster['defaultCohort'] == 'SR007' and roster['next'] is None
            assert len(batch['records']) == roster['recordCount'] == roster['reportedCount']
            assert len({row['url'] for row in batch['records']}) == roster['recordCount']
-        if source['id'] == 'S14' and source.get('publicRosterAudits'):
-            audits = source['publicRosterAudits']
-            assert {a['cohort'] for a in audits} == {f'SR{i:03d}' for i in range(1, 8)}
-            assert len(audits) == 7
-            profile_urls = []
-            for audit in audits:
-                batch = next(b for b in DATA['candidateBatches'] if b['id'] == audit['candidateBatchId'])
-                query = parse_qs(urlsplit(audit['url']).query)
-                assert urlsplit(audit['url']).netloc == 'speedrun.a16z.com'
-                assert query == {'limit': ['100'], 'offset': ['0'], 'cohort': [audit['cohort']]}
-                assert urlsplit(audit['url']).path == '/api/companies/companyparams'
-                assert audit['httpStatus'] == 200 and audit['accessedAt'] <= DATA['asOf']
-                assert audit['next'] is None and audit['previous'] is None
-                assert len(batch['records']) == audit['recordCount'] == audit['reportedCount']
-                assert audit['uniquePublicIds'] == audit['uniqueSlugs'] == audit['recordCount']
-                assert len(audit['responseSha256']) == 64 and all(c in '0123456789abcdef' for c in audit['responseSha256'])
-                assert batch['sourceId'] == 'S14' and not batch['complete']
-                proof = next(e for e in DATA['evidence'] if e['id'] == audit['evidenceId'])
-                assert proof['url'] == audit['url'] and proof['companyId'] is None
-                profile_urls.extend(row['url'] for row in batch['records'])
-            assert len(profile_urls) == len(set(profile_urls)), 'duplicate profiles across public cohorts'
-        if source['id'] == 'S14' and source.get('profileAudit'):
-            audit = source['profileAudit']
-            entries = audit['records']
-            candidates = {row['id']: row for b in DATA['candidateBatches'] for row in b['records']}
-            evidence_by_id = {row['id']: row for row in DATA['evidence']}
-            assert len(entries) == audit['recordCount'] == audit['readable']
-            assert audit['failed'] == 0 and len({e['candidateId'] for e in entries}) == len(entries)
-            years = Counter(str(e['foundedYear']) for e in entries)
-            assert dict(years) == audit['yearCounts']
-            for entry in entries:
-                row = candidates[entry['candidateId']]
-                proof = evidence_by_id[entry['evidenceId']]
-                assert row['profileStatus'] == 'readable' and proof['url'] == row['url']
-                assert entry['evidenceId'] in row['evidenceIds']
-                assert isinstance(entry['foundedYear'], int) and 1800 <= entry['foundedYear'] <= int(DATA['asOf'][:4])
-                assert isinstance(entry['teamSize'], int) and entry['teamSize'] >= 0
-                assert len(entry['htmlSha256']) == 64 and all(c in '0123456789abcdef' for c in entry['htmlSha256'])
-                if entry['foundedYear'] not in [2025, 2026]:
-                    assert row['status'] == 'outside-cohort' and not row.get('companyId')
-            assert sum(e['foundedYear'] not in [2025, 2026] for e in entries) == audit['outsideTargetYears']
-            assert sum(e['foundedYear'] in [2025, 2026] for e in entries) == audit['targetYearSelfReports']
-            assert sum(candidates[e['candidateId']]['status'] == 'linked' for e in entries) == audit['newLinkedCompanies']
-            assert sum(candidates[e['candidateId']]['status'] == 'pending-ai' for e in entries) == audit['pendingCurrentAIOrIdentity']
-            assert sum(candidates[e['candidateId']]['status'] == 'pending-year' for e in entries) == audit['pendingFoundingIdentity']
-            assert audit['targetYearSelfReports'] == (
-                audit['newLinkedCompanies'] + audit['pendingCurrentAIOrIdentity'] + audit['pendingFoundingIdentity']
-            ), 'self-reported years must retain unresolved brand/entity dates'
        if source['url']:
            assert urlsplit(source['url']).scheme in {'http', 'https'} and urlsplit(source['url']).netloc
        for host in source['hosts']:
@@ -45,15 +45,14 @@ def read_token(filename):
    return value


-def request(base, token, method, path, payload=None, request_id=None, *, image_type=None):
-    data = payload if image_type else (None if payload is None else json.dumps(payload, ensure_ascii=False).encode())
+def request(base, token, method, path, payload=None, request_id=None):
+    data = None if payload is None else json.dumps(payload, ensure_ascii=False).encode()
    if data is not None and len(data) > 8 * 1024 * 1024:
        raise ValueError('Request exceeds 8 MiB; split into smaller atomic batches')
    headers = {'Authorization': 'Bearer ' + token, 'Accept': 'application/json'}
    if data is not None:
-        headers['Content-Type'] = image_type or 'application/json'
-        if request_id is not None:
-            headers['Idempotency-Key'] = request_id
+        headers['Content-Type'] = 'application/json'
+        headers['Idempotency-Key'] = request_id
    opener = urllib.request.build_opener(NoRedirect())
    for attempt in range(2):
        req = urllib.request.Request(base + path, data=data, method=method, headers=headers)
@@ -128,8 +127,6 @@ def main():
    editing.add_argument('slug')
    editing.add_argument('file')
    editing.add_argument('--request-id')
-    upload = sub.add_parser('upload-image', help='Upload a static image and print its Markdown URL')
-    upload.add_argument('file')
    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')
@@ -139,18 +136,7 @@ def main():
    try:
        base = server_url(args.url)
        token = read_token(args.key_file)
-        if args.command == 'upload-image':
-            image = Path(args.file)
-            image_types = {'.png': 'image/png', '.jpg': 'image/jpeg', '.jpeg': 'image/jpeg', '.webp': 'image/webp'}
-            image_type = image_types.get(image.suffix.lower())
-            if not image_type:
-                raise ValueError('Use a PNG, JPEG or WebP image')
-            with image.open('rb') as source:
-                data = source.read(8 * 1024 * 1024 + 1)
-            if len(data) > 8 * 1024 * 1024:
-                raise ValueError('Image exceeds 8 MiB')
-            result = request(base, token, 'POST', '/api/documents/images', data, image_type=image_type)
-        elif args.command == 'list':
+        if args.command == 'list':
            result = request(base, token, 'GET', '/api/documents?' + urllib.parse.urlencode(
                {'limit': args.limit, 'offset': args.offset}))
        elif args.command == 'get':