diff --git a/docs/flight-finder.md b/docs/flight-finder.md
index 65307b2..78158d9 100644
--- a/docs/flight-finder.md
+++ b/docs/flight-finder.md
@@ -11,6 +11,7 @@ Reusable flight-search report skill for OpenClaw. It replaces the brittle one-of
 - use bounded search phases across KAYAK, Skyscanner, Expedia, and a best-effort airline direct cross-check
 - normalize pricing to USD before ranking
 - produce a report payload first, then render PDF/email only when the report is complete
+- render booking links in the PDF for each recommended fare, including airline-direct links when they were actually captured
 - behave safely on WhatsApp-style chat surfaces by treating status nudges as updates, not resets
 - require a fresh bounded search run for every report instead of reusing earlier captures
 
@@ -27,6 +28,15 @@ Reusable flight-search report skill for OpenClaw. It replaces the brittle one-of
   - If omitted, no VPN change happens.
 - If VPN connect or verification fails, the run falls back to the default market and records a degraded warning instead of hanging.
 - Direct-airline cross-checking is currently best-effort, not a hard blocker.
+- The PDF should show:
+  - the captured booking/search link for every quoted fare
+  - the airline-direct link only when `directBookingUrl` was actually captured
+  - an explicit “not captured in this run” note when direct-airline booking was unavailable
+
+## DFW ↔ BLQ daily automation
+
+- The 6 AM DFW ↔ BLQ automation should invoke `flight-finder` directly with the structured JSON payload.
+- The legacy file at `workspace/docs/prompts/dfw-blq-2026.md` should mirror that exact direct skill invocation, not old prose instructions.
 
 ## Helper package
 
diff --git a/skills/flight-finder/SKILL.md b/skills/flight-finder/SKILL.md
index b399b24..53490c0 100644
--- a/skills/flight-finder/SKILL.md
+++ b/skills/flight-finder/SKILL.md
@@ -9,6 +9,12 @@ Use this skill instead of the old `docs/prompts/dfw-blq-2026.md` prompt when the
 
 The deliverable target is always a PDF report plus email delivery when the report is complete.
 
+PDF output rule:
+
+- Render aggregator booking links for every quoted fare.
+- Render direct-airline booking links when they were actually captured.
+- If a direct-airline link was not captured for a quote, say so explicitly in the report instead of implying one exists.
+
 Freshness rule:
 
 - Never reuse cached flight-search captures, prior same-day report payloads, earlier workspace artifacts, or previously rendered PDFs as the primary evidence for a new run.
@@ -131,4 +137,4 @@ Rules:
 
 ## Prompt migration rule
 
-The old DFW↔BLQ prompt is legacy input only. Do not treat it as the execution engine. Convert its hardcoded logic into the typed request model and run the skill workflow instead.
+The old DFW↔BLQ prompt is legacy input only. Do not treat it as freeform execution prose. Its file should contain a literal `use flight finder skill with the following json payload` request so manual runs and scheduled runs stay aligned.
diff --git a/skills/flight-finder/src/report-pdf.ts b/skills/flight-finder/src/report-pdf.ts
index d25f1fb..37186ed 100644
--- a/skills/flight-finder/src/report-pdf.ts
+++ b/skills/flight-finder/src/report-pdf.ts
@@ -83,6 +83,50 @@ function drawBulletList(doc: PDFKit.PDFDocument, items: string[] | undefined, fa
   doc.moveDown(0.2);
 }
 
+type QuoteBookingLink = {
+  label: string;
+  text: string;
+  url: string | null;
+};
+
+export function describeQuoteBookingLinks(quote: FlightQuote): QuoteBookingLink[] {
+  return [
+    {
+      label: "Search / book this fare",
+      text: `Search / book this fare: ${quote.displayPriceUsd} via ${quote.source}`,
+      url: quote.bookingLink
+    },
+    {
+      label: "Direct airline booking",
+      text: quote.directBookingUrl
+        ? `Direct airline booking: ${quote.airlineName || "Airline site"}`
+        : "Direct airline booking: not captured in this run",
+      url: quote.directBookingUrl || null
+    }
+  ];
+}
+
+function drawQuoteBookingLinks(doc: PDFKit.PDFDocument, links: QuoteBookingLink[], left: number, width: number): void {
+  for (const linkItem of links) {
+    const startY = doc.y;
+    doc
+      .fillColor("#1E2329")
+      .font("Helvetica-Bold")
+      .fontSize(9.5)
+      .text(`${linkItem.label}:`, left, startY, { width: 130 });
+    doc
+      .fillColor(linkItem.url ? "#0B5EA8" : "#4F5B66")
+      .font("Helvetica")
+      .fontSize(9.5)
+      .text(linkItem.text.replace(`${linkItem.label}: `, ""), left + 132, startY, {
+        width: width - 132,
+        lineGap: 1,
+        ...(linkItem.url ? { link: linkItem.url, underline: true } : {})
+      });
+    doc.moveDown(0.25);
+  }
+}
+
 function drawKeyValueTable(doc: PDFKit.PDFDocument, rows: Array<[string, string]>): void {
   const left = doc.page.margins.left;
   const totalWidth = doc.page.width - doc.page.margins.left - doc.page.margins.right;
@@ -155,26 +199,57 @@ function drawItineraryCard(
   const width = doc.page.width - doc.page.margins.left - doc.page.margins.right;
   const top = doc.y;
   const badge = option.backup ? "Backup" : "Primary";
-  const quoteLines = option.quoteIds.flatMap((quoteId) => {
+  const quoteBlocks = option.quoteIds.flatMap((quoteId) => {
     const quote = quotesById.get(quoteId);
-    if (!quote) return [`Missing quote reference: ${quoteId}`];
+    if (!quote) {
+      return [
+        {
+          heading: `Missing quote reference: ${quoteId}`,
+          details: [],
+          links: []
+        }
+      ];
+    }
     const passengerLine = quote.passengerGroupIds
       .map((groupId) => passengerLabels.get(groupId) || groupId)
       .join(", ");
     const legLine = legLabels.get(quote.legId) || quote.legId;
     return [
-      `${legLine}: ${quote.itinerarySummary} (${quote.displayPriceUsd})`,
-      `Passengers: ${passengerLine}`,
-      `Timing: ${quote.departureTimeLocal || "?"} -> ${quote.arrivalTimeLocal || "?"}; ${quote.stopsText || "stops?"}; ${quote.totalDurationText || "duration?"}`,
-      ...(quote.notes || []).map((note) => `Note: ${note}`)
+      {
+        heading: `${legLine}: ${quote.itinerarySummary} (${quote.displayPriceUsd})`,
+        details: [
+          `Passengers: ${passengerLine}`,
+          `Timing: ${quote.departureTimeLocal || "?"} -> ${quote.arrivalTimeLocal || "?"}`,
+          `Routing: ${quote.stopsText || "stops?"}; ${quote.layoverText || "layover?"}; ${quote.totalDurationText || "duration?"}`,
+          ...(quote.notes || []).map((note) => `Note: ${note}`)
+        ],
+        links: describeQuoteBookingLinks(quote)
+      }
     ];
   });
-  const bodyLines = [
-    `Why it ranked here: ${option.rationale}`,
-    ...quoteLines
-  ];
-  const bodyText = bodyLines.join("\n");
-  const bodyHeight = doc.heightOfString(bodyText, { width: width - 20, lineGap: 2 }) + 24;
+  const estimateHeight = quoteBlocks.reduce((sum, block) => {
+    const headingHeight = doc.heightOfString(block.heading, { width: width - 20, lineGap: 2 });
+    const detailsHeight = block.details.reduce(
+      (acc, line) => acc + doc.heightOfString(line, { width: width - 44, lineGap: 2 }) + 4,
+      0
+    );
+    const linksHeight = block.links.reduce(
+      (acc, link) =>
+        acc +
+        Math.max(
+          doc.heightOfString(`${link.label}:`, { width: 130 }),
+          doc.heightOfString(link.text.replace(`${link.label}: `, ""), { width: width - 152, lineGap: 1 })
+        ) +
+        4,
+      0
+    );
+    return sum + headingHeight + detailsHeight + linksHeight + 18;
+  }, 0);
+  const rationaleHeight = doc.heightOfString(`Why it ranked here: ${option.rationale}`, {
+    width: width - 20,
+    lineGap: 2
+  });
+  const bodyHeight = rationaleHeight + estimateHeight + 24;
 
   doc.save();
   doc.roundedRect(left, top, width, 24, 4).fill(option.backup ? "#586E75" : "#1E6B52");
@@ -192,10 +267,37 @@ function drawItineraryCard(
     .fillColor("#1E2329")
     .font("Helvetica")
     .fontSize(10)
-    .text(bodyText, left + 10, top + 34, {
+    .text(`Why it ranked here: ${option.rationale}`, left + 10, top + 34, {
       width: width - 20,
       lineGap: 2
     });
+  doc.y = top + 34 + rationaleHeight + 10;
+  for (const block of quoteBlocks) {
+    doc
+      .fillColor("#10384E")
+      .font("Helvetica-Bold")
+      .fontSize(10)
+      .text(block.heading, left + 10, doc.y, {
+        width: width - 20,
+        lineGap: 2
+      });
+    doc.moveDown(0.2);
+    for (const line of block.details) {
+      const startY = doc.y;
+      doc.circle(left + 16, startY + 6, 1.4).fill("#10384E");
+      doc
+        .fillColor("#1E2329")
+        .font("Helvetica")
+        .fontSize(9.5)
+        .text(line, left + 24, startY, {
+          width: width - 44,
+          lineGap: 2
+        });
+      doc.moveDown(0.2);
+    }
+    drawQuoteBookingLinks(doc, block.links, left + 10, width - 20);
+    doc.moveDown(0.35);
+  }
   doc.restore();
   doc.y = top + 24 + bodyHeight + 10;
 }
diff --git a/skills/flight-finder/tests/report-pdf.test.ts b/skills/flight-finder/tests/report-pdf.test.ts
index 33abd23..ec8e8fb 100644
--- a/skills/flight-finder/tests/report-pdf.test.ts
+++ b/skills/flight-finder/tests/report-pdf.test.ts
@@ -4,7 +4,11 @@ import os from "node:os";
 import path from "node:path";
 import fs from "node:fs";
 
-import { renderFlightReportPdf, ReportValidationError } from "../src/report-pdf.js";
+import {
+  describeQuoteBookingLinks,
+  renderFlightReportPdf,
+  ReportValidationError
+} from "../src/report-pdf.js";
 import type { FlightReportPayload } from "../src/types.js";
 import {
   DFW_BLQ_2026_PROMPT_DRAFT,
@@ -66,6 +70,47 @@ test("renderFlightReportPdf writes a non-empty PDF", async () => {
   assert.ok(fs.statSync(outputPath).size > 0);
 });
 
+test("renderFlightReportPdf embeds booking links and only includes direct-airline URLs when captured", async () => {
+  const outputPath = path.join(os.tmpdir(), `flight-finder-links-${Date.now()}.pdf`);
+  const payload = samplePayload();
+  payload.quotes = [
+    {
+      ...payload.quotes[0],
+      bookingLink: "https://example.com/quote-1",
+      directBookingUrl: null
+    },
+    {
+      id: "quote-2",
+      source: "airline-direct",
+      legId: "return-pair",
+      passengerGroupIds: ["pair"],
+      bookingLink: "https://example.com/quote-2",
+      directBookingUrl: "https://www.britishairways.com/",
+      airlineName: "British Airways",
+      itinerarySummary: "BLQ -> DFW via LHR",
+      totalPriceUsd: 1100,
+      displayPriceUsd: "$1,100"
+    }
+  ];
+  payload.rankedOptions = [
+    {
+      id: "primary",
+      title: "Best overall itinerary",
+      quoteIds: ["quote-1", "quote-2"],
+      totalPriceUsd: 3947,
+      rationale: "Best price-to-convenience tradeoff."
+    }
+  ];
+
+  await renderFlightReportPdf(payload, outputPath);
+
+  const pdfContents = fs.readFileSync(outputPath, "latin1");
+  assert.match(pdfContents, /https:\/\/example\.com\/quote-1/);
+  assert.match(pdfContents, /https:\/\/example\.com\/quote-2/);
+  assert.match(pdfContents, /https:\/\/www\.britishairways\.com\//);
+  assert.doesNotMatch(pdfContents, /Direct airline booking: not captured in this run[\s\S]*https:\/\/example\.com\/quote-1/);
+});
+
 test("renderFlightReportPdf rejects incomplete report payloads", async () => {
   const outputPath = path.join(os.tmpdir(), `flight-finder-incomplete-${Date.now()}.pdf`);
   await assert.rejects(
@@ -99,3 +144,42 @@ test("renderFlightReportPdf rejects payloads that are not marked as fresh-search
     ReportValidationError
   );
 });
+
+test("describeQuoteBookingLinks includes both aggregator and airline-direct links when captured", () => {
+  const payload = samplePayload();
+  const quote = {
+    ...payload.quotes[0],
+    airlineName: "British Airways",
+    directBookingUrl: "https://www.britishairways.com/"
+  };
+
+  assert.deepEqual(describeQuoteBookingLinks(quote), [
+    {
+      label: "Search / book this fare",
+      text: "Search / book this fare: $2,847 via kayak",
+      url: "https://example.com/quote-1"
+    },
+    {
+      label: "Direct airline booking",
+      text: "Direct airline booking: British Airways",
+      url: "https://www.britishairways.com/"
+    }
+  ]);
+});
+
+test("describeQuoteBookingLinks calls out missing direct-airline links explicitly", () => {
+  const payload = samplePayload();
+
+  assert.deepEqual(describeQuoteBookingLinks(payload.quotes[0]), [
+    {
+      label: "Search / book this fare",
+      text: "Search / book this fare: $2,847 via kayak",
+      url: "https://example.com/quote-1"
+    },
+    {
+      label: "Direct airline booking",
+      text: "Direct airline booking: not captured in this run",
+      url: null
+    }
+  ]);
+});
diff --git a/skills/flight-finder/tests/report-status.test.ts b/skills/flight-finder/tests/report-status.test.ts
index 68918bd..c80c570 100644
--- a/skills/flight-finder/tests/report-status.test.ts
+++ b/skills/flight-finder/tests/report-status.test.ts
@@ -11,6 +11,13 @@ import type { FlightReportPayload } from "../src/types.js";
 function buildPayload(): FlightReportPayload {
   return {
     request: normalizeFlightReportRequest(DFW_BLQ_2026_PROMPT_DRAFT).request,
+    searchExecution: {
+      freshSearch: true,
+      startedAt: "2026-03-30T20:45:00Z",
+      completedAt: "2026-03-30T21:00:00Z",
+      artifactsRoot: "/tmp/flight-finder-report-status",
+      notes: ["Fresh bounded search executed for this report."]
+    },
     sourceFindings: [
       {
         source: "kayak",