diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts
index 785a766..b52a8e9 100644
--- a/apps/docs/scripts/auth-cli.ts
+++ b/apps/docs/scripts/auth-cli.ts
@@ -182,9 +182,9 @@ 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, 1155);
+  assert.equal(research.companies.length, 1156);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 3447);
+  assert.equal(research.evidence.length, 3520);
   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 });
diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts
index db01e79..0f301be 100644
--- a/apps/docs/tests/research.test.ts
+++ b/apps/docs/tests/research.test.ts
@@ -23,8 +23,8 @@ 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, 1155);
-    assert.equal(initial.evidence.length, 3447);
+    assert.equal(initial.companies.length, 1156);
+    assert.equal(initial.evidence.length, 3520);
     assert.equal(initial.observations.length, 453);
     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");
@@ -65,7 +65,7 @@ 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, 198);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 31);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 34);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -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), 1155);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1156);
   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), 1076);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1077);
   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"));
@@ -124,7 +124,7 @@ 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, 139);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 140);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 23);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -406,7 +406,7 @@ 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, 49);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 64);
 });
 
 test("product pivots and founder histories do not become new company years or current revenue", () => {
diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json
index 26cded4..7781c56 100644
--- a/content/research/ai-companies.seed.json
+++ b/content/research/ai-companies.seed.json
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-missing-year-5",
+  "version": "2026-10-31-missing-year-8",
   "asOf": "2026-10-31",
   "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
   "limitations": [
@@ -35892,6 +35892,44 @@
           "MISSINGYEAR3-31278-YC"
         ]
       }
+    },
+    {
+      "id": "YC36513",
+      "name": "Graphide",
+      "url": "https://www.ycombinator.com/companies/graphide",
+      "channel": "S01",
+      "cat": "C04",
+      "year": 2026,
+      "team": 2,
+      "location": "San Francisco（YC）",
+      "business": "托管CI运行设施、Agent代码评审及图形数据流验证。",
+      "buyer": "使用编码Agent的软件开发与平台工程团队",
+      "delivery": "Graphide本轮YC官方字段已补Founded2026、Team2，原缺年/图形IDE快照保留，通过后续记录关联。现交付CI运行设施与Agent PR验证/可视化；10—20倍与示例9分到37秒、外部仓库时间投影均非独立横测，合同/实际净费仍未知。",
+      "notes": "Graphide本轮YC官方字段已补Founded2026、Team2，原缺年/图形IDE快照保留，通过后续记录关联。现交付CI运行设施与Agent PR验证/可视化；10—20倍与示例9分到37秒、外部仓库时间投影均非独立横测，合同/实际净费仍未知。",
+      "cohort": "本轮YC官方Founded字段2026；精确注册仍待核",
+      "teamBasis": "YC最新Team Size=2，与旧快照0分开，非独立员工审计",
+      "price": "CI与评审需联系报价；现前150次评审免费，不用历史Editor套餐替现合同",
+      "stage": "厂商称客户CI已运行；实际收费规模和性能未独立验证",
+      "sourceType": "YC官方公开字段、公司官网和条款",
+      "evidenceIds": [
+        "MISSINGYEAR7-36513-YC",
+        "MISSINGYEAR7-36513-HOME",
+        "MISSINGYEAR7-36513-TERMS"
+      ],
+      "revenueStatus": "unknown",
+      "extraUrl": "https://graphide.com/",
+      "businessModel": "CI算力/运维托管与代码评审软件；自有runner资源、模型调用及人工支持成本需拆",
+      "entityBasis": "条款自报Graphide, Inc.；YC字段2026，独立注册/旧项目沿革未核",
+      "classificationBasis": "人工复核：现主营CI/代码验证归软件开发，保留旧图形IDE而非归通用Agent设施",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-31",
+        "summary": "厂商CI/评审性能描述；模拟仓库演示与外部仓库时间倍数投影不是本轮独立测试。",
+        "evidenceIds": [
+          "MISSINGYEAR7-36513-YC",
+          "MISSINGYEAR7-36513-HOME"
+        ]
+      }
     }
   ],
   "observations": [
@@ -80900,6 +80938,809 @@
       "kind": "公司自述官方资料复核",
       "summary": "原缺年54项第31—36项，均继续成立年待核；按现行硬件/设施/行业服务分类。",
       "limitation": "累计36项外部补核：1关联/8范围外/25缺年/2 AI待核，余18项；无主公司或收入观测新增。"
+    },
+    {
+      "id": "MISSINGYEAR6-32753-YC",
+      "companyId": null,
+      "title": "Ekho Labs YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/ekho-labs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：World Model for Freight；Founded仍为空，Team Size=0。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-32753-HOME",
+      "companyId": null,
+      "title": "Ekho Labs 当前交付",
+      "url": "https://ekholabs.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "TMS订单级风险与运力/改道建议，组合公共及许可数据；官网预测和客户收益均为厂商案例。",
+      "limitation": "未核合同/收费、数据授权成本或准确率，示例船期/附加费非公司收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-32753-LAUNCH1",
+      "companyId": null,
+      "title": "Ekho Labs - Forecasting Supply Chain Disruptions（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/Sc6-ekho-labs-forecasting-supply-chain-disruptions",
+      "publishedAt": "2026-08-11",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-08-11，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-32814-YC",
+      "companyId": null,
+      "title": "Computable YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/computable",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：Derivatives Exchange for Compute；Founded仍为空，Team Size=2。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-32814-HOME",
+      "companyId": null,
+      "title": "Computable 当前交付",
+      "url": "https://getcomputable.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "CGI按固定供应商公开按需租价每15分钟计算USD/GPU小时指数；官网称代码可复算。",
+      "limitation": "不是实际成交价、GPU成交量或本公司收入；本轮未读/执行链接仓库，不升级技术验证等级。"
+    },
+    {
+      "id": "MISSINGYEAR6-32814-LAUNCH1",
+      "companyId": null,
+      "title": "Computable: The Exchange for Physical Compute（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/SkA-computable-the-exchange-for-physical-compute",
+      "publishedAt": "2026-08-18",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-08-18，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33055-YC",
+      "companyId": null,
+      "title": "Capto YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/capto",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：Build something the government wants；Founded仍为空，Team Size=2。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-33055-HOME",
+      "companyId": null,
+      "title": "Capto 当前交付",
+      "url": "https://gocapto.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "政府销售AI软件搭配人工专家，提供managed services或SaaS；Experience与客户区分列示。",
+      "limitation": "找到RFI不是中标；人员服务费与软件订阅的合同和成本未知。"
+    },
+    {
+      "id": "MISSINGYEAR6-33055-LAUNCH1",
+      "companyId": null,
+      "title": "Chromie - AI OS for Government Contracting（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/SaH-chromie-ai-os-for-government-contracting",
+      "publishedAt": "2026-08-10",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-08-10，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-YC",
+      "companyId": null,
+      "title": "OneCLI YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/onecli",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：AI teammates for your business-critical work.；Founded仍为空，Team Size=0。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-HOME",
+      "companyId": null,
+      "title": "OneCLI 当前交付",
+      "url": "https://onecli.sh",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "团队Agent连接工具、凭据注入和审批；核心代码Apache-2.0、企业功能另许可是官网主张。",
+      "limitation": "40人公司replay、1204笔付款及840退款为展示，不算客户数或收入；未读仓库/做安全测试，SOC2标为进行中。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-LAUNCH1",
+      "companyId": null,
+      "title": "OneCLI - Give every employee a secured, sandboxed pro assistant agent（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/SvJ-onecli-give-every-employee-a-secured-sandboxed-pro-assistant-agent",
+      "publishedAt": "2026-08-20",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-08-20，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-LAUNCH2",
+      "companyId": null,
+      "title": "OneCLI - Your AI agents shouldn't be holding raw secrets（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/RoJ-onecli-your-ai-agents-shouldn-t-be-holding-raw-secrets",
+      "publishedAt": "2026-07-23",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-07-23，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33606-YC",
+      "companyId": null,
+      "title": "Billow AI Labs YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/billow-ai-labs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：AI-native Accounting Firm that's killing Deloitte；Founded仍为空，Team Size=0。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-33606-HOME",
+      "companyId": null,
+      "title": "Billow AI Labs 当前交付",
+      "url": "https://thebillow.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现官网为财务团队准备月结底稿并交人审核，集成现有账务工具；与原会计托管定位并列。",
+      "limitation": "示例未对账差额/工资和客户生物公司估值非Billow收入，官网安全认证自述未取得独立报告。"
+    },
+    {
+      "id": "MISSINGYEAR6-33606-LAUNCH1",
+      "companyId": null,
+      "title": "Billow - Killing Deloitte with AI（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/SiY-billow-killing-deloitte-with-ai",
+      "publishedAt": "2026-08-13",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开发布元数据日期2026-08-13，用于产品沿革定位。",
+      "limitation": "本批未另读发布全文；发布时间不是注册时间，不将正文中的客户/旧业务金额推入收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-34365-YC",
+      "companyId": null,
+      "title": "Runtime.si YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/runtimesi",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现公开业务：Evaluation Infrastructure for Robotics (YC F26)；Founded仍为空，Team Size=5。",
+      "limitation": "批次和旧创业履历不代成立年，团队0可能是占位，不表示无员工。"
+    },
+    {
+      "id": "MISSINGYEAR6-34365-HOME",
+      "companyId": null,
+      "title": "Runtime.si 当前交付",
+      "url": "https://runtime.si/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "机器人仿真研究和候补名单；官网10月17日SimInfinity一万开源模拟标Coming soon。",
+      "limitation": "未核实际交付、许可和付费部署，不将计划场景数作可用规模或收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-32753-COMPANY",
+      "companyId": null,
+      "title": "Ekho公司自报成立年份",
+      "url": "https://www.linkedin.com/company/ekho-labs",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "与官网域名和YC业务对应，公司公开主页Founded 2024；团队范围2—10。",
+      "limitation": "公司可编辑自述，非注册核验；不同于2026发布，也不同于同名汽车交易Ekho。"
+    },
+    {
+      "id": "MISSINGYEAR6-32814-TERMS",
+      "companyId": null,
+      "title": "Computable容量交易与收费边界",
+      "url": "https://www.getcomputable.com/tos",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-08-06条款：整8GPU节点按周交付远程VM，拍卖10%押金与2%费用；市场买卖双方各2%，无订阅/计量充值，直接回购不保证。",
+      "limitation": "生效日非成立，容量交易本金/预付款与平台费分开；净额/总额确认和实际合同未核，不据报价或费用表推ARR。"
+    },
+    {
+      "id": "MISSINGYEAR6-33055-TERMS",
+      "companyId": null,
+      "title": "Capto合同与收费入口",
+      "url": "https://gocapto.com/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-09-04条款写政府合同研究软件、AI输出需复核，付费价格以checkout/order form为准。",
+      "limitation": "未提供注册成立年，法律适用地不等注册地；没有合同金额或收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33055-COMPANY",
+      "companyId": null,
+      "title": "Capto与Chromie名称对应",
+      "url": "https://www.linkedin.com/company/chromie-dev/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "旧Chromie公司主页重定向Capto/gocapto并链接现官网，说明品牌对应；公开介绍政府合同AI。",
+      "limitation": "无Founded字段；合作专家历史采购/授标是他人履历，不是平台收入或Capto注册证据。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-PRICE",
+      "companyId": null,
+      "title": "OneCLI按席位与模型交付计费",
+      "url": "https://onecli.sh/pricing",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "Team月149 BYOC/499含托管模型，Scale499/1999；均为美元符号原文未另定币种。托管模型按会话/周公平用量，耗尽后切轻模型；免费500 calls，企业自托管另议。",
+      "limitation": "公开报价不是已实现MRR；模型自带密钥/托管成本、核心开源/企业许可分开，FAQ无限调用与免费表500有范围差异。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-TERMS",
+      "companyId": null,
+      "title": "OneCLI运营者为ChartDB",
+      "url": "https://onecli.sh/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-08-19条款运营者ChartDB, Inc. doing business as OneCLI，OSS Version与托管Solution范围分开，付费按计划/订单周期预付。",
+      "limitation": "生效日和品牌成立不等法人成立；与旧ChartDB项目的实体沿革及合并口径待核，未得实际订阅收入。"
+    },
+    {
+      "id": "MISSINGYEAR6-33320-COMPANY",
+      "companyId": null,
+      "title": "OneCLI公司自报2026线索",
+      "url": "https://www.linkedin.com/company/onecli/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "公司公开主页链接onecli.sh、同名两位创始人，Founded2026，规模2—10。",
+      "limitation": "可编辑自述不解决运营者ChartDB, Inc.成立/旧项目边界，保留线索而不直接确认为2026新法人。"
+    },
+    {
+      "id": "MISSINGYEAR6-33606-TERMS",
+      "companyId": null,
+      "title": "Billow当前软件与服务条款",
+      "url": "https://thebillow.ai/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-10-27条款Billow Labs, Inc.提供dashboard、agents、Excel add-in及Teams bot；费用按订单，客户仍需专业复核。",
+      "limitation": "条款日非成立，订单未知，旧会计服务描述和现软件范围并存，不认定无人服务或纯SaaS毛利。"
+    },
+    {
+      "id": "MISSINGYEAR6-34365-RESEARCH",
+      "companyId": null,
+      "title": "Runtime机器人自报实验适用范围",
+      "url": "https://runtime.si/research/skills-for-agentic-robotic-manipulation/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-10-15博客：35项完整任务的样本内最优skill队列283/525，匹配无skill152/525；模型权重未改，比较包含预算和平台变化，10次基础设施中断保留未知。",
+      "limitation": "选择队列发生在观察结果后，非独立/留出集基准；第三轮完整产物核验未完，API估计不含VM/未报告用量，不把探索结果作产品安全认证。"
+    },
+    {
+      "id": "MISSINGYEAR6-INDEX-POOL",
+      "companyId": null,
+      "title": "缺年第六批6项",
+      "url": "https://www.ycombinator.com/companies",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "原缺年54项第37—42项：Ekho按公司自报2024暂归范围外，另5项保留成立/主体沿革待核。",
+      "limitation": "累计42项外部补核：1关联/9范围外/30缺年/2 AI待核，余12项；不新增主公司或收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-34904-YC",
+      "companyId": null,
+      "title": "Viraj Aero YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/viraj-aero",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=空；Next generation gas turbines for data centers & aviation。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-34904-HOME",
+      "companyId": null,
+      "title": "Viraj Aero 当前交付",
+      "url": "https://www.viraj-aero.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "蒸汽注入涡轮回收燃烧水，用于航空发动机及AI数据中心供电/冷却，仍有开发原型。",
+      "limitation": "支持机构标志与新市场发布不是交付/收入；本轮未验证专利或功率、排放主张。"
+    },
+    {
+      "id": "MISSINGYEAR7-34904-LAUNCH1",
+      "companyId": null,
+      "title": "Viraj Aero: The gas turbine that powers and cools data centers（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/WTh-viraj-aero-the-gas-turbine-that-powers-and-cools-data-centers",
+      "publishedAt": "2026-10-29",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-10-29，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-34926-YC",
+      "companyId": null,
+      "title": "Orgo YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/orgo",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；Computers for Agents。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-34926-HOME",
+      "companyId": null,
+      "title": "Orgo 当前交付",
+      "url": "https://www.orgo.ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "持久隔离云电脑供Agent桌面操作及托管，自称1000+团队；官网月29起并列年付折算/资源计划。",
+      "limitation": "每计划50电脑是额度，CPU/RAM共享和实际成本需核；采用/资源报价不作MRR，未执行SDK/部署模型。"
+    },
+    {
+      "id": "MISSINGYEAR7-34926-LAUNCH1",
+      "companyId": null,
+      "title": "Orgo - Computers for Agents（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/WBl-orgo-computers-for-agents",
+      "publishedAt": "2026-10-21",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-10-21，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-35058-YC",
+      "companyId": null,
+      "title": "Capveon YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/capveon",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=2；Turning infrastructure demand into action 。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-35058-HOME",
+      "companyId": null,
+      "title": "Capveon 当前交付",
+      "url": "https://capveon.ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "给制造商、工程承包商等提供公共工程资金、图纸、资格与投标判断，另有API/MCP数据许可入口。",
+      "limitation": "无已核成立、合同和净费，客户工程资金不是公司营收。"
+    },
+    {
+      "id": "MISSINGYEAR7-35058-LAUNCH1",
+      "companyId": null,
+      "title": "Capveon — AI for finding, understanding, and winning government work（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/WZJ-capveon-ai-for-finding-understanding-and-winning-government-work",
+      "publishedAt": "2026-10-29",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-10-29，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-35290-YC",
+      "companyId": null,
+      "title": "Antropi Robotics YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/antropi-robotics",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；Autonomous CNC factories for faster hardware。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-35290-HOME",
+      "companyId": null,
+      "title": "Antropi Robotics 当前交付",
+      "url": "https://www.antropi.world/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "自主CNC工厂的视觉机器人、材料搬运、预测维护及人工例外处置，页脚Antropi Inc.。",
+      "limitation": "性能/全天运行是自述，未独立验证生产利用率或核零件、设备、软件收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-35290-LAUNCH1",
+      "companyId": null,
+      "title": "Antropi Robotics | CNC parts in days, from autnomous factories（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/W49-antropi-robotics-cnc-parts-in-days-from-autnomous-factories",
+      "publishedAt": "2026-10-19",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-10-19，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-36513-YC",
+      "companyId": "YC36513",
+      "title": "Graphide YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/graphide",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=2026、Team Size=2；CI 10-20× faster than GitHub runners, with a 24/7 agent optimizing it.。与原缺年/IDE描述不同，最新官方字段补2026。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-36513-HOME",
+      "companyId": "YC36513",
+      "title": "Graphide 当前交付",
+      "url": "https://Graphide.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "现官网为CI加速与代码评审/数据流可视化，两产品分开售卖，150评审免费；有beta功能。",
+      "limitation": "自报客户节省、模拟仓库演示和其他仓库按倍数投影分开，未在客户工程独立测试；未运行或更换本项目runner。"
+    },
+    {
+      "id": "MISSINGYEAR7-36775-YC",
+      "companyId": null,
+      "title": "Asim YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/asim-group",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=4；Enable robots to operate safely in the real world.。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR7-36775-HOME",
+      "companyId": null,
+      "title": "Asim 当前交付",
+      "url": "https://www.asim-group.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "研究机器人实际/模拟场景安全与执行时监测；公开测试/私有测试及未来人类基线分别描述。",
+      "limitation": "95.5%源于引用第三方RedVLA，不代表Asim测得性能；未核付费交付、认证或独立安全性。"
+    },
+    {
+      "id": "MISSINGYEAR8-36907-YC",
+      "companyId": null,
+      "title": "Melty YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/melty-gg",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；Mashup any game。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-36907-HOME",
+      "companyId": null,
+      "title": "Melty 当前交付",
+      "url": "https://melty.gg/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "裸域可读，Windows游戏mashup启动器供玩家发现、分享及用编码Agent创作；现免费。",
+      "limitation": "www域本轮不可读；未安装/下载游戏或启动器，不将AI创作能力或兼容性当本轮测试。"
+    },
+    {
+      "id": "MISSINGYEAR8-37170-YC",
+      "companyId": null,
+      "title": "Blinka YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/blinka",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；Banking for US companies operating globally。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-37170-HOME",
+      "companyId": null,
+      "title": "Blinka 当前交付",
+      "url": "https://blinka.co",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "企业USD账户、跨境转账、卡及国债基金入口，账务自动化；页脚明确平台非银行及各合作服务边界。",
+      "limitation": "账户余额/转账/卡返现/投资收益不等平台收入或其保障；AI核心部署和成立年待核。"
+    },
+    {
+      "id": "MISSINGYEAR8-37236-YC",
+      "companyId": null,
+      "title": "Spine YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/spine",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；We run benefits, payroll & compliance for startups, for free。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-37236-HOME",
+      "companyId": null,
+      "title": "Spine 当前交付",
+      "url": "https://www.joinspine.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "福利计划优化、24/7人工+AI支持及在既有HRIS上运行工资/合规，雇主免费，由carriers付费。",
+      "limitation": "佣金模式不等纯SaaS；保费另计，人力和第三方成本待核，15%/25%节省不同表述不作公司业绩。"
+    },
+    {
+      "id": "MISSINGYEAR8-37236-LAUNCH1",
+      "companyId": null,
+      "title": "Spine: We run HR backoffice & benefits for startups, for free（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/URD-spine-we-run-hr-backoffice-benefits-for-startups-for-free",
+      "publishedAt": "2026-09-28",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-09-28，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR8-37434-YC",
+      "companyId": null,
+      "title": "Ascenix YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/ascenix",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=7；Clinical intelligence layer for skilled nursing facilities.。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-37434-HOME",
+      "companyId": null,
+      "title": "Ascenix 当前交付",
+      "url": "https://www.ascenix.co/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "长期护理EHR事件情报，自动报告、合规缺口/报销和风险雷达；免新增填表，效果不合适可免费。",
+      "limitation": "展示事件数/照护报销非公司收入，使用/临床结果与实际收费合同未验证。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-YC",
+      "companyId": null,
+      "title": "Ageospatial YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/ageospatial",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=1；Physical intelligence for every decision with Geospatial AI.。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-HOME",
+      "companyId": null,
+      "title": "Ageospatial 当前交付",
+      "url": "https://ageospatial.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "卫星/街景/地图和客户数据融合为保险资产风险及政府决策信息，API/工程部署。",
+      "limitation": "跨期客户标志不证明现美国法人客户/收入；土地与灾害风险估值不是公司财务数字。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-LAUNCH1",
+      "companyId": null,
+      "title": "Ageospatial - pricing the risk of every property, infrastructure and land on Earth from satellites（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/UKJ-ageospatial-pricing-the-risk-of-every-property-infrastructure-and-land-on-earth-from-satellites",
+      "publishedAt": "2026-09-29",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-09-29，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR8-38556-YC",
+      "companyId": null,
+      "title": "Cesara YC公开字段复核",
+      "url": "https://www.ycombinator.com/companies/cesara",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "本轮官方公开字段Founded=空、Team Size=0；Faster & accurate transactions for health systems。",
+      "limitation": "公司/投资机构字段为自述，不等独立注册核验；原发现缺年快照保留，团队空或0不填成员实数。"
+    },
+    {
+      "id": "MISSINGYEAR8-38556-HOME",
+      "companyId": null,
+      "title": "Cesara 当前交付",
+      "url": "https://cesara.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "解析医疗付款方合同，逐笔比对、附条款证据追补欠付，免费审查入口。",
+      "limitation": "医院欠付/追回款、行业40B和界面动态示例不是Cesara收入；安全/整合主张未独立验证。"
+    },
+    {
+      "id": "MISSINGYEAR8-38556-LAUNCH1",
+      "companyId": null,
+      "title": "Cesara: AI agents that make sure every healthcare transaction is paid per contract（发布元数据）",
+      "url": "https://www.ycombinator.com/launches/WBc-cesara-ai-agents-that-make-sure-every-healthcare-transaction-is-paid-per-contract",
+      "publishedAt": "2026-10-22",
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "既有YC公开元数据日期2026-10-22，仅用于沿革线索。",
+      "limitation": "本批未另读发布全文，发布日期不替成立年，不将未核全文金额填入收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-34904-COMPANY",
+      "companyId": null,
+      "title": "Viraj Aero公司自报2024",
+      "url": "https://www.linkedin.com/company/viraj-aero/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "公司主页链接同官网并自报Founded2024，现11—50团队范围，航空涡轮扩展地面发电。",
+      "limitation": "可编辑自述非精确登记；法国官方985157080页面本轮403，不把融资或团队履历作收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-34926-TERMS",
+      "companyId": null,
+      "title": "Orgo运营者",
+      "url": "https://www.orgo.ai/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "条款运营者Organic Intelligence, Inc.，Delaware corporation，提供云电脑/API/SDK。",
+      "limitation": "法律主体自报但无成立日期；注册地与适用法律分开，未核实际合约或安全性。"
+    },
+    {
+      "id": "MISSINGYEAR7-35058-ABOUT",
+      "companyId": null,
+      "title": "Capveon业务范围与团队入口",
+      "url": "https://capveon.ai/about",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "公开公司介绍入口可读，结合官网对应政府/公共工程工作情报。",
+      "limitation": "本轮未从本页取得成立日期，不把批次或客户工程额替代。"
+    },
+    {
+      "id": "MISSINGYEAR7-35290-COMPANY",
+      "companyId": null,
+      "title": "Antropi公司自报2025",
+      "url": "https://www.linkedin.com/company/antropi-robotics/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "官网域名匹配，公司公开主页自报2025、11—50人，称首座微型工厂在Bengaluru。",
+      "limitation": "自述范围非实际人数；Antropi Inc.与印度工厂/法律主体链未核，不将2026 YC批次当成立。"
+    },
+    {
+      "id": "MISSINGYEAR7-36513-TERMS",
+      "companyId": "YC36513",
+      "title": "Graphide当前运营主体与旧Editor范围",
+      "url": "https://graphide.com/terms/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "条款运营者Graphide, Inc. Delaware corporation；2026-10-16生效，旧Editor/本机daemon许可与托管API服务分开。",
+      "limitation": "条款日期不替成立年；现官网收费需联系，历史价与新CI/评审合同不可混用，不补收入。"
+    },
+    {
+      "id": "MISSINGYEAR7-36775-ABOUT",
+      "companyId": null,
+      "title": "Asim研究业务与团队入口",
+      "url": "https://www.asim-group.com/about",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "公开介绍聚焦机器人在人类环境的物理/语义安全和恶意使用测试及执行时研究。",
+      "limitation": "四创始人和前研究履历不等付费员工或注册日期，未核测试场景实际交付。"
+    },
+    {
+      "id": "MISSINGYEAR8-36907-TERMS",
+      "companyId": null,
+      "title": "Melty游戏服务运营者及收费范围",
+      "url": "https://melty.gg/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-10-18条款Stella Montis Inc.运营；现服务/mashup免费，未来付费/打赏另立条款；玩家需自有游戏。",
+      "limitation": "条款日非注册、不与Melty代码工具混同；厂商发布审查非启动器独立审计，无下载执行或收入推算。"
+    },
+    {
+      "id": "MISSINGYEAR8-37236-TERMS",
+      "companyId": null,
+      "title": "Spine旧服务条款与当前定位差异",
+      "url": "https://www.joinspine.ai/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-07-01条款仍描述AI-native健康指导/医疗导航；现官网改为福利经纪和HR支持。",
+      "limitation": "当前经纪/HR协议、主体及许可未核；不认定条款已同步，也不用旧条款日期填成立年。"
+    },
+    {
+      "id": "MISSINGYEAR8-37434-ABOUT",
+      "companyId": null,
+      "title": "Ascenix旧硬件事业与当前护理软件",
+      "url": "https://www.ascenix.co/about",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "创始人曾住护理机构一年半并先做体温腕带/跌倒传感，后形成当前事件情报工作。",
+      "limitation": "旧业务持续多年不直接证明当前法人成立年；不套同名新加坡数据中心2008年。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-COMPANY",
+      "companyId": null,
+      "title": "Ageospatial公司自报2025",
+      "url": "https://www.linkedin.com/company/ageospatial/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "公司主页匹配ageospatial.com和现创始人，自报Founded2025，列美国与瑞士地点。",
+      "limitation": "可编辑自述；与瑞士旧主体资料的年份差异须补集团沿革，不能自动定为2025新业务。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-TERMS",
+      "companyId": null,
+      "title": "Ageospatial集团自述",
+      "url": "https://www.ageospatial.com/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "2026-09-20网站条款由美国Delaware Ageospatial Inc.运营，瑞士Ageospatial Sàrl为全资子公司，实际服务依客户另签书面协议。",
+      "limitation": "网站日期不等任一法人成立；客户logo/历史瑞士服务归属、并表与合同仍待核。"
+    },
+    {
+      "id": "MISSINGYEAR8-37468-REGISTER-LEAD",
+      "companyId": null,
+      "title": "Ageospatial瑞士登记转载线索",
+      "url": "https://www.moneyhouse.ch/fr/company/ageospatial-sarl-11295722791",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "第三方登记转载线索；搜索/直达缓存差异",
+      "summary": "搜索可读登记转载列瑞士CHE-387.728.565/CH-550.1.240.852-7于2024-04-17登记；搜索摘录另有2026美国母体接收份额线索。",
+      "limitation": "第三方转载非本轮官方登记；直达缓存仍显示末变更2024，与搜索时点不同。未取得官方登记或认定美国主体成立年。"
+    },
+    {
+      "id": "MISSINGYEAR7-INDEX-POOL",
+      "companyId": null,
+      "title": "缺年第7批6项",
+      "url": "https://www.ycombinator.com/companies",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "原缺年54项第43—48项，Viraj按公司自报2024暂归范围外，Graphide官方字段补2026关联，4项成立/主体待核；累计48项补核余6项。",
+      "limitation": "原发现54缺年及1428总计不回写；全54项累计2关联/10范围外/40成立待核/2 AI待核，不将未知当零收入。"
+    },
+    {
+      "id": "MISSINGYEAR8-INDEX-POOL",
+      "companyId": null,
+      "title": "缺年第8批6项",
+      "url": "https://www.ycombinator.com/companies",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "公司自述官方资料复核",
+      "summary": "原缺年54项第49—54项，6项成立/主体待核；全54项均已完成本轮外部资料补查和缺项登记，不等已确认成立或完成全来源研究。",
+      "limitation": "原发现54缺年及1428总计不回写；全54项累计2关联/10范围外/40成立待核/2 AI待核，不将未知当零收入。"
     }
   ],
   "reviews": [
@@ -87267,6 +88108,84 @@
         "MISSINGYEAR5-32585-HOME"
       ],
       "handling": "六项成立/主体仍待核，不用同名登记强配；无新ARR，科研履历/第三方触觉研究和展示测试不当产品实测。"
+    },
+    {
+      "id": "MISSINGYEAR6-R-BOUNDARY",
+      "type": "容量交易、托管服务与评估边界",
+      "company": "缺年第六批6项",
+      "scope": "dataset",
+      "summary": "GPU指数报价/容量本金/平台费用分开；政府销售与会计托管服务不默认纯SaaS；OneCLI运营者ChartDB与品牌自报年份分开，Runtime自适应最优队列不当独立评测。",
+      "evidenceIds": [
+        "MISSINGYEAR6-INDEX-POOL",
+        "MISSINGYEAR6-32753-COMPANY",
+        "MISSINGYEAR6-32814-TERMS",
+        "MISSINGYEAR6-33055-TERMS",
+        "MISSINGYEAR6-33055-COMPANY",
+        "MISSINGYEAR6-33320-PRICE",
+        "MISSINGYEAR6-33320-TERMS",
+        "MISSINGYEAR6-33320-COMPANY",
+        "MISSINGYEAR6-33606-TERMS",
+        "MISSINGYEAR6-34365-RESEARCH"
+      ],
+      "handling": "Ekho2024自述排除仍保留登记缺项；其余五项成立/主体待核，Billow跨来源同一候选不重复计数，无新ARR观测。"
+    },
+    {
+      "id": "MISSINGYEAR7-R-BOUNDARY",
+      "type": "新旧主体与实际交付边界",
+      "company": "缺年第7批6项",
+      "scope": "dataset",
+      "summary": "Graphide最新YC字段补年并以现CI/评审分类；Viraj旧涡轮扩市场、Antropi实体制造、Orgo资源计划和Asim引用研究分别保留。",
+      "evidenceIds": [
+        "MISSINGYEAR7-INDEX-POOL",
+        "MISSINGYEAR7-34904-YC",
+        "MISSINGYEAR7-34904-HOME",
+        "MISSINGYEAR7-34904-COMPANY",
+        "MISSINGYEAR7-34926-YC",
+        "MISSINGYEAR7-34926-HOME",
+        "MISSINGYEAR7-34926-TERMS",
+        "MISSINGYEAR7-35058-YC",
+        "MISSINGYEAR7-35058-HOME",
+        "MISSINGYEAR7-35058-ABOUT",
+        "MISSINGYEAR7-35290-YC",
+        "MISSINGYEAR7-35290-HOME",
+        "MISSINGYEAR7-35290-COMPANY",
+        "MISSINGYEAR7-36513-YC",
+        "MISSINGYEAR7-36513-HOME",
+        "MISSINGYEAR7-36513-TERMS",
+        "MISSINGYEAR7-36775-YC",
+        "MISSINGYEAR7-36775-HOME",
+        "MISSINGYEAR7-36775-ABOUT"
+      ],
+      "handling": "仅补证与分类，无新收入；成立、主体、合同及性能缺项逐项保留。全缺年池补查不等确认全部年份/AI或完成其他来源。"
+    },
+    {
+      "id": "MISSINGYEAR8-R-BOUNDARY",
+      "type": "新旧主体与实际交付边界",
+      "company": "缺年第8批6项",
+      "scope": "dataset",
+      "summary": "Melty免费游戏启动与旧代码工具分开；Blinka资金/资产、Spine经纪佣金与人工、Ascenix旧硬件、Ageospatial跨国主体、Cesara医院回款不作软件ARR。",
+      "evidenceIds": [
+        "MISSINGYEAR8-INDEX-POOL",
+        "MISSINGYEAR8-36907-YC",
+        "MISSINGYEAR8-36907-HOME",
+        "MISSINGYEAR8-36907-TERMS",
+        "MISSINGYEAR8-37170-YC",
+        "MISSINGYEAR8-37170-HOME",
+        "MISSINGYEAR8-37236-YC",
+        "MISSINGYEAR8-37236-HOME",
+        "MISSINGYEAR8-37236-TERMS",
+        "MISSINGYEAR8-37434-YC",
+        "MISSINGYEAR8-37434-HOME",
+        "MISSINGYEAR8-37434-ABOUT",
+        "MISSINGYEAR8-37468-YC",
+        "MISSINGYEAR8-37468-HOME",
+        "MISSINGYEAR8-37468-COMPANY",
+        "MISSINGYEAR8-37468-TERMS",
+        "MISSINGYEAR8-37468-REGISTER-LEAD",
+        "MISSINGYEAR8-38556-YC",
+        "MISSINGYEAR8-38556-HOME"
+      ],
+      "handling": "仅补证与分类，无新收入；成立、主体、合同及性能缺项逐项保留。全缺年池补查不等确认全部年份/AI或完成其他来源。"
     }
   ],
   "coverage": {
@@ -93466,6 +94385,323 @@
           ]
         }
       ]
+    },
+    {
+      "id": "YC-MISSING-YEAR-6",
+      "sourceId": "S01",
+      "url": "https://www.ycombinator.com/companies",
+      "accessedAt": "2026-10-31",
+      "scope": "原缺年54项第37—42项，1项按公司自报2024暂归范围外、5项成立/主体待核；累计42项补核余12项。",
+      "complete": false,
+      "records": [
+        {
+          "id": "YC-MISSING6-32753",
+          "name": "Ekho Labs",
+          "url": "https://www.ycombinator.com/companies/ekho-labs",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "Ekho物流风险预测与TMS订单级改道建议；公司公开LinkedIn自报2024，按自述暂归范围外，精确注册仍未核。2026发布/八年前团队履历不等成立；运费附加与客户损失不是收入，自报预测确认不是独立测试。",
+          "evidenceIds": [
+            "MISSINGYEAR6-32753-YC",
+            "MISSINGYEAR6-32753-HOME",
+            "MISSINGYEAR6-32753-LAUNCH1",
+            "MISSINGYEAR6-32753-COMPANY"
+          ]
+        },
+        {
+          "id": "YC-MISSING6-32814",
+          "name": "Computable",
+          "url": "https://www.ycombinator.com/companies/computable",
+          "categoryId": "C02",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Computable GPU容量按节点/周预订转售及公开报价指数；成立/法律主体待核，不与2017同名数据市场混同。指数采公开挂牌价非成交价；拍卖2%及市场买卖双方各2%平台费与容量本金分开，10%保证金/预付款不是ARR，回购无保证。",
+          "evidenceIds": [
+            "MISSINGYEAR6-32814-YC",
+            "MISSINGYEAR6-32814-HOME",
+            "MISSINGYEAR6-32814-LAUNCH1",
+            "MISSINGYEAR6-32814-TERMS"
+          ]
+        },
+        {
+          "id": "YC-MISSING6-33055",
+          "name": "Capto",
+          "url": "https://www.ycombinator.com/companies/capto",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Capto原Chromie，为政府承包销售提供SaaS与人工托管服务；公司主页旧名重定向对应，但成立/注册待核，不以2026批次或条款生效日代替。客户合同价值/提案增长、合作专家过往采购和Experience标志均非Capto收入。",
+          "evidenceIds": [
+            "MISSINGYEAR6-33055-YC",
+            "MISSINGYEAR6-33055-HOME",
+            "MISSINGYEAR6-33055-LAUNCH1",
+            "MISSINGYEAR6-33055-TERMS",
+            "MISSINGYEAR6-33055-COMPANY"
+          ]
+        },
+        {
+          "id": "YC-MISSING6-33320",
+          "name": "OneCLI",
+          "url": "https://www.ycombinator.com/companies/onecli",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "OneCLI Agent身份/凭据网关与沙箱执行；公司公开主页自报2026，现条款运营者为ChartDB, Inc. dba OneCLI，旧项目主体成立/沿革待核，保留2026品牌线索而不强配新法人。BYOC与托管模型、公平用量及企业许可分开，模拟退款/下载量不是营收。",
+          "evidenceIds": [
+            "MISSINGYEAR6-33320-YC",
+            "MISSINGYEAR6-33320-HOME",
+            "MISSINGYEAR6-33320-LAUNCH1",
+            "MISSINGYEAR6-33320-LAUNCH2",
+            "MISSINGYEAR6-33320-PRICE",
+            "MISSINGYEAR6-33320-TERMS",
+            "MISSINGYEAR6-33320-COMPANY"
+          ]
+        },
+        {
+          "id": "YC-MISSING6-33606",
+          "name": "Billow AI Labs",
+          "url": "https://www.ycombinator.com/companies/billow-ai-labs",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Billow会计工作流Agent和托管服务，现条款运营者Billow Labs, Inc.，与既有TC25-BF-01同一候选不重复新增公司。成立及2025发现/2026批次时序待核；旧ERP4.5万商户、旧平台十亿交易量及客户估值非本公司收入，软件/人工合同分开。",
+          "evidenceIds": [
+            "MISSINGYEAR6-33606-YC",
+            "MISSINGYEAR6-33606-HOME",
+            "MISSINGYEAR6-33606-LAUNCH1",
+            "MISSINGYEAR6-33606-TERMS"
+          ]
+        },
+        {
+          "id": "YC-MISSING6-34365",
+          "name": "Runtime.si",
+          "url": "https://www.ycombinator.com/companies/runtimesi",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Runtime.si机器人仿真/评估基础设施，成立/主体未知；SimInfinity一万场景仍为Coming soon。论文式博客为自报自适应样本内最优队列，预算/平台变化且第三轮完整验证未完，不当独立模型评测；API成本未含VM，候补名单不算付费。",
+          "evidenceIds": [
+            "MISSINGYEAR6-34365-YC",
+            "MISSINGYEAR6-34365-HOME",
+            "MISSINGYEAR6-34365-RESEARCH"
+          ]
+        }
+      ]
+    },
+    {
+      "id": "YC-MISSING-YEAR-7",
+      "sourceId": "S01",
+      "url": "https://www.ycombinator.com/companies",
+      "accessedAt": "2026-10-31",
+      "scope": "原缺年54项第43—48项，Viraj按公司自报2024暂归范围外，Graphide官方字段补2026关联，4项成立/主体待核；累计48项补核余6项。",
+      "complete": false,
+      "records": [
+        {
+          "id": "YC-MISSING7-34904",
+          "name": "Viraj Aero",
+          "url": "https://www.ycombinator.com/companies/viraj-aero",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "Viraj Aero公司主页自报2024，按自述暂归范围外；2026地面电力/冷却业务是旧航空涡轮扩展。AI数据中心是客户行业，不自动等自研AI模型；40%功率/99%NOx为厂商目标或主张，原型/融资不是量产交付或收入；法国登记直达403未核。",
+          "evidenceIds": [
+            "MISSINGYEAR7-34904-YC",
+            "MISSINGYEAR7-34904-HOME",
+            "MISSINGYEAR7-34904-LAUNCH1",
+            "MISSINGYEAR7-34904-COMPANY"
+          ]
+        },
+        {
+          "id": "YC-MISSING7-34926",
+          "name": "Orgo",
+          "url": "https://www.ycombinator.com/companies/orgo",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Orgo为Agent提供持续云电脑/VM、桌面控制和托管；运营者Organic Intelligence, Inc.，成立年未知，不与护肤/日历同名Orgo混同。1000团队不代表付费客户；29月起与年付折算、50电脑额度及共享CPU/RAM分开，不把额度作实际并发或收入。",
+          "evidenceIds": [
+            "MISSINGYEAR7-34926-YC",
+            "MISSINGYEAR7-34926-HOME",
+            "MISSINGYEAR7-34926-LAUNCH1",
+            "MISSINGYEAR7-34926-TERMS"
+          ]
+        },
+        {
+          "id": "YC-MISSING7-35058",
+          "name": "Capveon",
+          "url": "https://www.ycombinator.com/companies/capveon",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Capveon政府基础设施项目情报、图纸/招标资格分析与响应，附数据/API许可；成立/主体待核。项目资金与工程价值是客户机会非平台ARR；未核收费、数据授权/人工专家成本或实际中标，候选简介不足以归纯通用Agent。",
+          "evidenceIds": [
+            "MISSINGYEAR7-35058-YC",
+            "MISSINGYEAR7-35058-HOME",
+            "MISSINGYEAR7-35058-LAUNCH1",
+            "MISSINGYEAR7-35058-ABOUT"
+          ]
+        },
+        {
+          "id": "YC-MISSING7-35290",
+          "name": "Antropi Robotics",
+          "url": "https://www.ycombinator.com/companies/antropi-robotics",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Antropi自主CNC微型工厂及机器人/调度，官网Antropi Inc.，公司主页自报2025。印度旧工厂与美国主体/注册沿革待核；零件销售、自动化设备/服务和软件需拆，95%利用率/90%少人是厂商宣传不是独立测试，未据第三方估算补收入。",
+          "evidenceIds": [
+            "MISSINGYEAR7-35290-YC",
+            "MISSINGYEAR7-35290-HOME",
+            "MISSINGYEAR7-35290-LAUNCH1",
+            "MISSINGYEAR7-35290-COMPANY"
+          ]
+        },
+        {
+          "id": "YC-MISSING7-36513",
+          "name": "Graphide",
+          "url": "https://www.ycombinator.com/companies/graphide",
+          "categoryId": "C04",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "note": "Graphide本轮YC官方字段已补Founded2026、Team2，原缺年/图形IDE快照保留，通过后续记录关联。现交付CI运行设施与Agent PR验证/可视化；10—20倍与示例9分到37秒、外部仓库时间投影均非独立横测，合同/实际净费仍未知。",
+          "evidenceIds": [
+            "MISSINGYEAR7-36513-YC",
+            "MISSINGYEAR7-36513-HOME",
+            "MISSINGYEAR7-36513-TERMS"
+          ],
+          "companyId": "YC36513"
+        },
+        {
+          "id": "YC-MISSING7-36775",
+          "name": "Asim",
+          "url": "https://www.ycombinator.com/companies/asim-group",
+          "categoryId": "C03",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Asim机器人实体/仿真安全测试与运行时监测，成立/注册未知；当前评估基础设施归C03而非整机厂。95.5%是引用RedVLA第三方攻击结果，非Asim安全有效率；人类基线显示准备中，研究/冠军履历非产品认证或付费部署。",
+          "evidenceIds": [
+            "MISSINGYEAR7-36775-YC",
+            "MISSINGYEAR7-36775-HOME",
+            "MISSINGYEAR7-36775-ABOUT"
+          ]
+        }
+      ]
+    },
+    {
+      "id": "YC-MISSING-YEAR-8",
+      "sourceId": "S01",
+      "url": "https://www.ycombinator.com/companies",
+      "accessedAt": "2026-10-31",
+      "scope": "原缺年54项第49—54项，6项成立/主体待核；全54项均已完成本轮外部资料补查和缺项登记，不等已确认成立或完成全来源研究。",
+      "complete": false,
+      "records": [
+        {
+          "id": "YC-MISSING8-36907",
+          "name": "Melty",
+          "url": "https://www.ycombinator.com/companies/melty-gg",
+          "categoryId": "C09",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Melty.gg为PC游戏mod/mashup发现、创作与启动，运营者Stella Montis Inc.，不与melty.sh编程工具合并。成立/注册待核；www主页读取失败但裸域可读。现服务/mashup免费，未来打赏/付费为计划；自称每发布审查不代表启动器独立安全审计。",
+          "evidenceIds": [
+            "MISSINGYEAR8-36907-YC",
+            "MISSINGYEAR8-36907-HOME",
+            "MISSINGYEAR8-36907-TERMS"
+          ]
+        },
+        {
+          "id": "YC-MISSING8-37170",
+          "name": "Blinka",
+          "url": "https://www.ycombinator.com/companies/blinka",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Blinka跨境企业金融账户/支付/卡片与账务自动化，运营者Blinka Tech Corp并非银行；成立年和AI核心交付均待核。存款通过Portage Bank，资产收益/交易量/现金返还非平台ARR；页面示例余额和25K转账不作营收或实际管理资产。",
+          "evidenceIds": [
+            "MISSINGYEAR8-37170-YC",
+            "MISSINGYEAR8-37170-HOME"
+          ]
+        },
+        {
+          "id": "YC-MISSING8-37236",
+          "name": "Spine",
+          "url": "https://www.ycombinator.com/companies/spine",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Spine以保险经纪佣金支付HR/福利及工资合规支持，人工团队+AI；成立/主体未知。雇主免服务费不等无收入，保费、第三方费和专家工时不能混成SaaS；官网25%与细节/YC15%节省范围待核，现条款仍描述健康导航，服务范围合同待补。",
+          "evidenceIds": [
+            "MISSINGYEAR8-37236-YC",
+            "MISSINGYEAR8-37236-HOME",
+            "MISSINGYEAR8-37236-LAUNCH1",
+            "MISSINGYEAR8-37236-TERMS"
+          ]
+        },
+        {
+          "id": "YC-MISSING8-37434",
+          "name": "Ascenix",
+          "url": "https://www.ycombinator.com/companies/ascenix",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Ascenix护理机构EHR事件分析/报告/临床与报销机会，成立/法律主体待核。官网明确先前硬件事业与现软件承诺；第三方2023/2026年份不直接定年，不与新加坡Ascenix.net旧数据中心混同。50家部署和客户回收款非平台ARR，非本次临床有效性测试。",
+          "evidenceIds": [
+            "MISSINGYEAR8-37434-YC",
+            "MISSINGYEAR8-37434-HOME",
+            "MISSINGYEAR8-37434-ABOUT"
+          ]
+        },
+        {
+          "id": "YC-MISSING8-37468",
+          "name": "Ageospatial",
+          "url": "https://www.ycombinator.com/companies/ageospatial",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Ageospatial保险/政府地理AI与工程实施，现美国Inc.及全资瑞士Sàrl；公司主页自报2025，瑞士登记转载载2024，集团新旧主体/业务连续待核，不按F26重置全球成立年。旧项目/客户logo可能跨主体，保费漏损/资产价值非公司收入。",
+          "evidenceIds": [
+            "MISSINGYEAR8-37468-YC",
+            "MISSINGYEAR8-37468-HOME",
+            "MISSINGYEAR8-37468-LAUNCH1",
+            "MISSINGYEAR8-37468-COMPANY",
+            "MISSINGYEAR8-37468-TERMS",
+            "MISSINGYEAR8-37468-REGISTER-LEAD"
+          ]
+        },
+        {
+          "id": "YC-MISSING8-38556",
+          "name": "Cesara",
+          "url": "https://www.ycombinator.com/companies/cesara",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "Cesara医疗支付合同解析与欠付核查/追偿，成立/主体日期未知；按行业医疗后台软件/服务分类。40B行业欠付、界面6.7M差异、医院追回款与旧事业团队/收入不作本公司ARR；免费审查和实际收费合同、追偿人工成本待核。",
+          "evidenceIds": [
+            "MISSINGYEAR8-38556-YC",
+            "MISSINGYEAR8-38556-HOME",
+            "MISSINGYEAR8-38556-LAUNCH1"
+          ]
+        }
+      ]
     }
   ],
   "directoryRechecks": [
@@ -94810,6 +96046,18 @@
         "MISSINGYEAR3-31278-OFFICERS"
       ],
       "reason": "原缺年目录经英国官方登记与董事关联补足2025注册线索，保留原Newton Education名称及全球主体待核，不回写原发现。"
+    },
+    {
+      "ycId": 36513,
+      "originalStatus": "year-outside-or-missing",
+      "companyId": "YC36513",
+      "reviewedAt": "2026-10-31",
+      "evidenceIds": [
+        "MISSINGYEAR7-36513-YC",
+        "MISSINGYEAR7-36513-HOME",
+        "MISSINGYEAR7-36513-TERMS"
+      ],
+      "reason": "原缺年池本轮复读YC官方字段补2026及Team2，现主营CI/评审按C04关联；保留原图形IDE/缺年快照，不回写原发现，精确注册与独立性能仍待核。"
     }
   ]
 }
diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json
index 34ea88a..ad40e9c 100644
--- a/content/research/ai-companies.sources.json
+++ b/content/research/ai-companies.sources.json
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-missing-year-5",
+  "version": "2026-10-31-missing-year-8",
   "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。",
@@ -16,7 +16,7 @@
       "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。",
       "limitation": "批次不等于成立年；不代表全部公司",
-      "nextCheck": "已统一企业141、行业252、模型标签26、开发标签51、其余标签34项，共504项新增主营复核。当前928条原YC新增记录保留发现来源，其中基础项871条均已做主营人工复核（871条），57条深化个案。C05规则89保留27/移62，C05标签52保留10/移42；C07规则184保留135/移49，C07标签68保留39/移29；模型标签26保留17/移9，开发标签51保留16/移35，其余标签34保留16/移18。主营复核仍含C00/短简介/混合交付缺项，不等完整产品/技术/财务审计。Tasklet及Native新产品与旧业务链保留，发现审计不改；Freya、Epicenter、Stellon许可及公开材料/厂商基准范围分开。客户收入、估价、资产、节省、管线/意向、预订需求、旧公司收入与示例排除自身ARR；Locke服务run-rate不等ARR，Mixy历史MRR/捐赠、Isengard无期间收入分开。各批证据、观测、核查与主体/收费/人工成本缺项均保留；全部确认来源清单的候选范围、AI不明/成立冲突及公司财务技术缺项继续核，不能声称全来源研究完成。 原AI不明192项已按原顺序补核八批192项：103新增、7复用（含此前已核EveryApp）、82保留AI主营待核，共110关联；没有再把EveryApp额外加1，全池192项均有可回查后续记录。原发现审计/928初始新增不回写；已读全池不等82项均确认AI，更不等268年范围外/缺失、6日期冲突和其他来源全部完成。Rhem交付后租赁/旧买断、Subvocal预约、EveryApp托管计划/Cloudflare费/OpenSEO套餐、ObsessionDB资源估算与BYOC年度运维分开，不新增可比MRR；市政债未来模块、原型/健康/倍速演示及Clean模型实现缺项保留。 原268项年份范围外/缺失已按原快照拆为214项列2022—2024（4/30/180）和54项无年，不称214项本轮登记核验。另6项日期冲突全池已补现官网和2025旧发布，均成立年待核，未新增公司；运营者/条款日期不替注册证据，Layers现AI核心待核，客户销售/利润计算器和前事业收入排除。 原54缺年已复读YC字段均仍空；外部补核首12项：5旧业务范围外、6缺年、1转AI待核，42项外部核查待续。政府登记与公司年份自述分开，美国/集团沿革、Inactive及新旧交付限制保留，无公司/收入新增。 缺年第二批6项：Milliray/DroneTector与Jinba/Carnot旧业务排除，4继续缺年；累计18项外部补核（7范围外/10缺年/1 AI待核），36项待续。Maywood公司自报2025及登记缺项、Q2Q Inactive和客户金额/按成功电话计费边界保留。 缺年第三批6项：Zymbly经英国登记2025入表、5项继续缺年；累计24项外部补核（1关联/7范围外/15缺年/1 AI待核），余30项。前Newton Education/全球主体、Cardinal旧产品、GovGuard拨款/人审、Elyra代收与医疗研发边界保留。 缺年第四批6项：CONUS旧业务排除、4缺年、Apollo AI待核；累计30项（1关联/8范围外/19缺年/2 AI待核），余24项。Gravy当前只读与远程依赖、空条款、CONUS免费核心与收费智能许可和LOI/示例金额边界保留。 缺年第五批6项均成立待核；累计36项（1关联/8范围外/25缺年/2 AI待核），余18项。Touchmark RFQ/代收、Tarifflo现行价表与免费描述差异、Snowstone估计价值、机器人数据硬件和夹具交付分开；同名公司不强配。"
+      "nextCheck": "已统一企业141、行业252、模型标签26、开发标签51、其余标签34项，共504项新增主营复核。当前928条原YC新增记录保留发现来源，其中基础项871条均已做主营人工复核（871条），57条深化个案。C05规则89保留27/移62，C05标签52保留10/移42；C07规则184保留135/移49，C07标签68保留39/移29；模型标签26保留17/移9，开发标签51保留16/移35，其余标签34保留16/移18。主营复核仍含C00/短简介/混合交付缺项，不等完整产品/技术/财务审计。Tasklet及Native新产品与旧业务链保留，发现审计不改；Freya、Epicenter、Stellon许可及公开材料/厂商基准范围分开。客户收入、估价、资产、节省、管线/意向、预订需求、旧公司收入与示例排除自身ARR；Locke服务run-rate不等ARR，Mixy历史MRR/捐赠、Isengard无期间收入分开。各批证据、观测、核查与主体/收费/人工成本缺项均保留；全部确认来源清单的候选范围、AI不明/成立冲突及公司财务技术缺项继续核，不能声称全来源研究完成。 原AI不明192项已按原顺序补核八批192项：103新增、7复用（含此前已核EveryApp）、82保留AI主营待核，共110关联；没有再把EveryApp额外加1，全池192项均有可回查后续记录。原发现审计/928初始新增不回写；已读全池不等82项均确认AI，更不等268年范围外/缺失、6日期冲突和其他来源全部完成。Rhem交付后租赁/旧买断、Subvocal预约、EveryApp托管计划/Cloudflare费/OpenSEO套餐、ObsessionDB资源估算与BYOC年度运维分开，不新增可比MRR；市政债未来模块、原型/健康/倍速演示及Clean模型实现缺项保留。 原268项年份范围外/缺失已按原快照拆为214项列2022—2024（4/30/180）和54项无年，不称214项本轮登记核验。另6项日期冲突全池已补现官网和2025旧发布，均成立年待核，未新增公司；运营者/条款日期不替注册证据，Layers现AI核心待核，客户销售/利润计算器和前事业收入排除。 原54缺年已复读YC字段均仍空；外部补核首12项：5旧业务范围外、6缺年、1转AI待核，42项外部核查待续。政府登记与公司年份自述分开，美国/集团沿革、Inactive及新旧交付限制保留，无公司/收入新增。 缺年第二批6项：Milliray/DroneTector与Jinba/Carnot旧业务排除，4继续缺年；累计18项外部补核（7范围外/10缺年/1 AI待核），36项待续。Maywood公司自报2025及登记缺项、Q2Q Inactive和客户金额/按成功电话计费边界保留。 缺年第三批6项：Zymbly经英国登记2025入表、5项继续缺年；累计24项外部补核（1关联/7范围外/15缺年/1 AI待核），余30项。前Newton Education/全球主体、Cardinal旧产品、GovGuard拨款/人审、Elyra代收与医疗研发边界保留。 缺年第四批6项：CONUS旧业务排除、4缺年、Apollo AI待核；累计30项（1关联/8范围外/19缺年/2 AI待核），余24项。Gravy当前只读与远程依赖、空条款、CONUS免费核心与收费智能许可和LOI/示例金额边界保留。 缺年第五批6项均成立待核；累计36项（1关联/8范围外/25缺年/2 AI待核），余18项。Touchmark RFQ/代收、Tarifflo现行价表与免费描述差异、Snowstone估计价值、机器人数据硬件和夹具交付分开；同名公司不强配。 缺年第六批6项：Ekho公司公开自报2024暂归范围外，其他5项仍保留成立/主体待核；累计42项（1关联/9范围外/30缺年/2 AI待核），余12项。OneCLI自报2026但条款运营者ChartDB, Inc.，Billow与TC既有候选复用，不把品牌/发布当独立法人；GPU报价/本金/平台费、人工托管与软件许可、机器人样本内评估分开。 缺年末两批12项：Viraj自报2024暂归范围外，Graphide本轮YC官方已补Founded2026及Team2、按现CI/代码评审C04关联，其余10项保留成立/主体待核。原缺年54项现均有外部补核：2关联、10范围外、40成立待核、2 AI待核，0项无外部后续记录；这不是全54项年份均已确认，更不等全来源完成。Melty/Stella Montis与旧编程工具、Blinka非银行/资金示例、Spine佣金及旧条款、Ascenix旧硬件、Ageospatial瑞士旧主体/美国母体和Cesara医院回款边界保留；下一步补这些明确缺项并扩其余来源候选台账。"
     },
     {
       "id": "S02",
diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json
index 0787283..783cce2 100644
--- a/content/research/ai-income-analysis.json
+++ b/content/research/ai-income-analysis.json
@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-missing-year-5",
+  "sourceVersion": "2026-10-31-missing-year-8",
   "asOf": "2026-10-31",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",