diff --git a/packages/dashboard/src/routes/register-task-workflow-routes.ts b/packages/dashboard/src/routes/register-task-workflow-routes.ts
index 6e9ec29a98..822fd8967c 100644
--- a/packages/dashboard/src/routes/register-task-workflow-routes.ts
+++ b/packages/dashboard/src/routes/register-task-workflow-routes.ts
@@ -1776,6 +1776,19 @@ export function registerTaskWorkflowRoutes(ctx: ApiRoutesContext, deps: TaskWork
 
       const result = await promoteHeldTask(scopedStore, req.params.id, { allocateWorktree });
       if (!result.released) {
+        /*
+        FNXC:WorkflowScheduling 2026-07-21-22:31:
+        Pre-release Plan Review / unplanned holds are not capacity pressure.
+        Map them to a distinct API code so operators are not told the WIP column
+        is full when plan-review is still outstanding (FN-8471).
+        */
+        if (result.rejection === "unplanned-for-execution") {
+          throw new ApiError(409, "Task is not ready for execution (plan review or planning still outstanding)", {
+            code: "unplanned-for-execution",
+            messageKey: "board.rejection.unplannedForExecution",
+            retryable: true,
+          });
+        }
         if (result.rejection === "capacity-exhausted-or-no-slot") {
           throw new ApiError(409, "Downstream column is at capacity", {
             code: "capacity-exhausted",
diff --git a/packages/engine/src/__tests__/workflow-continuation-selection.test.ts b/packages/engine/src/__tests__/workflow-continuation-selection.test.ts
index c2ece26d1b..7f4ada85e1 100644
--- a/packages/engine/src/__tests__/workflow-continuation-selection.test.ts
+++ b/packages/engine/src/__tests__/workflow-continuation-selection.test.ts
@@ -1,17 +1,102 @@
 import { describe, expect, it } from "vitest";
 import type { Task, WorkflowWorkItem } from "@fusion/core";
-import { selectActionablePlanningContinuations } from "../runtimes/in-process-runtime.js";
+import {
+  isPlanningContinuationTaskDispatchable,
+  resolvePlanningContinuationCandidate,
+  selectActionablePlanningContinuations,
+} from "../runtimes/in-process-runtime.js";
 
-function workItem(id: string, waitReason: WorkflowWorkItem["waitReason"]): WorkflowWorkItem {
-  return { id, waitReason } as WorkflowWorkItem;
+function workItem(
+  id: string,
+  waitReason: WorkflowWorkItem["waitReason"],
+  patch: Partial<WorkflowWorkItem> = {},
+): WorkflowWorkItem {
+  return { id, taskId: `task-${id}`, waitReason, ...patch } as WorkflowWorkItem;
 }
 
 function task(id: string, patch: Partial<Task> = {}): Task {
-  return { id, paused: false, userPaused: false, ...patch } as Task;
+  return { id, column: "todo", paused: false, userPaused: false, ...patch } as Task;
 }
 
+describe("isPlanningContinuationTaskDispatchable", () => {
+  it("rejects missing, paused, soft-deleted, archived, and done tasks", () => {
+    expect(isPlanningContinuationTaskDispatchable(undefined)).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(null)).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-1", { paused: true }))).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-2", { userPaused: true }))).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-3", { deletedAt: "2026-07-22T05:15:38.174Z" }))).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-4", { column: "archived" }))).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-5", { column: "done" }))).toBe(false);
+    expect(isPlanningContinuationTaskDispatchable(task("T-6", { column: "todo" }))).toBe(true);
+  });
+});
+
+describe("resolvePlanningContinuationCandidate", () => {
+  it("marks lookup failures and missing tasks as orphans to cancel", () => {
+    const item = workItem("orphan-missing", "planning");
+    expect(resolvePlanningContinuationCandidate(item, undefined, { taskLookupFailed: true })).toEqual({
+      kind: "orphan",
+      item,
+      reason: "task-not-found",
+    });
+    expect(resolvePlanningContinuationCandidate(item, null)).toEqual({
+      kind: "orphan",
+      item,
+      reason: "task-not-found",
+    });
+  });
+
+  it("marks terminal board tasks as orphans even when getTask returns an archive fallback", () => {
+    const item = workItem("orphan-terminal", "planning");
+    expect(
+      resolvePlanningContinuationCandidate(item, task("FN-8470", { column: "archived" })),
+    ).toEqual({ kind: "orphan", item, reason: "task-terminal" });
+    expect(
+      resolvePlanningContinuationCandidate(item, task("FN-8401", { column: "done" })),
+    ).toEqual({ kind: "orphan", item, reason: "task-terminal" });
+    expect(
+      resolvePlanningContinuationCandidate(
+        item,
+        task("FN-soft", { deletedAt: "2026-07-22T05:15:38.174Z", column: "todo" }),
+      ),
+    ).toEqual({ kind: "orphan", item, reason: "task-terminal" });
+  });
+
+  it("skips non-planning and paused planning items without cancelling", () => {
+    const capacity = workItem("cap", "capacity");
+    expect(resolvePlanningContinuationCandidate(capacity, task("T-cap"))).toEqual({
+      kind: "skip",
+      item: capacity,
+      reason: "not-planning",
+    });
+
+    const paused = workItem("paused", "planning");
+    expect(resolvePlanningContinuationCandidate(paused, task("T-p", { paused: true }))).toEqual({
+      kind: "skip",
+      item: paused,
+      reason: "paused",
+    });
+  });
+
+  it("selects unpaused planning items on live non-terminal tasks", () => {
+    const item = workItem("eligible", "planning");
+    const live = task("FN-8471", { column: "todo" });
+    expect(resolvePlanningContinuationCandidate(item, live)).toEqual({
+      kind: "actionable",
+      item,
+      task: live,
+    });
+  });
+});
+
 describe("selectActionablePlanningContinuations", () => {
-  it("retains only planning items whose tasks are present and unpaused", () => {
+  it("retains only planning items whose tasks are present, unpaused, and non-terminal", () => {
+    /*
+    FNXC:WorkflowScheduling 2026-07-21-22:31:
+    Regression for the FN-8470→FN-8471 starvation class: a deleted/archived
+    earlier due row must not remain "actionable" and must not prevent a later
+    live planning continuation from being selected.
+    */
     const selected = selectActionablePlanningContinuations([
       { item: workItem("eligible", "planning"), task: task("T-1") },
       { item: workItem("capacity", "capacity"), task: task("T-2") },
@@ -20,10 +105,15 @@ describe("selectActionablePlanningContinuations", () => {
       { item: workItem("no-wait-reason", null), task: task("T-5") },
       { item: workItem("paused", "planning"), task: task("T-3", { paused: true }) },
       { item: workItem("user-paused", "planning"), task: task("T-4", { userPaused: true }) },
+      { item: workItem("archived", "planning"), task: task("FN-8470", { column: "archived" }) },
+      { item: workItem("done", "planning"), task: task("FN-done", { column: "done" }) },
+      { item: workItem("soft-deleted", "planning"), task: task("FN-soft", { deletedAt: "2026-07-22T05:15:38.174Z" }) },
+      { item: workItem("later-live", "planning"), task: task("FN-8471", { column: "todo" }) },
     ]);
 
     expect(selected.map(({ item, task: selectedTask }) => [item.id, selectedTask.id])).toEqual([
       ["eligible", "T-1"],
+      ["later-live", "FN-8471"],
     ]);
   });
 });
diff --git a/packages/engine/src/hold-release.ts b/packages/engine/src/hold-release.ts
index c723f5a843..ed38fc3ecb 100644
--- a/packages/engine/src/hold-release.ts
+++ b/packages/engine/src/hold-release.ts
@@ -648,6 +648,20 @@ export async function promoteHeldTask(
   const target = resolveReleaseTarget(ir, task.column, true);
   if (!target) return { released: false, rejection: "no-release-target" };
 
+  /*
+  FNXC:WorkflowScheduling 2026-07-21-22:31:
+  Surface pre-release Plan Review / unplanned holds distinctly from true WIP
+  capacity. issueRelease returns a bare false for both; without this check the
+  promote API mislabeled FN-8471-style plan-review waits as capacity-exhausted.
+  */
+  const targetColumn = findColumn(ir, target);
+  const targetIsProcessing = targetColumn
+    ? resolveColumnFlags(targetColumn).countsTowardWip === true
+    : false;
+  if (targetIsProcessing && (await isUnplannedForExecution(store, task, ir))) {
+    return { released: false, rejection: "unplanned-for-execution", toColumn: target };
+  }
+
   const released = await issueRelease(
     store,
     { now: () => Date.now(), reserveSlot: deps.reserveSlot, allocateWorktree: deps.allocateWorktree },
diff --git a/packages/engine/src/runtimes/in-process-runtime.ts b/packages/engine/src/runtimes/in-process-runtime.ts
index 869f8b3648..f276209432 100644
--- a/packages/engine/src/runtimes/in-process-runtime.ts
+++ b/packages/engine/src/runtimes/in-process-runtime.ts
@@ -73,19 +73,77 @@ export interface PlanningContinuationCandidate {
   task: Task | null | undefined;
 }
 
-/** FNXC:WorkflowScheduling 2026-07-21-12:30:
- * Select due planning continuations whose task remains dispatchable. */
+/**
+ * FNXC:WorkflowScheduling 2026-07-21-22:31:
+ * A planning continuation is only dispatchable when its live task can still
+ * enter plan-review. Soft-deleted, archived, and done cards must be treated as
+ * non-dispatchable so their orphaned work items can be cancelled instead of
+ * blocking later due rows (FN-8470 tombstone starved FN-8471 plan-review).
+ */
+export function isPlanningContinuationTaskDispatchable(
+  task: Task | null | undefined,
+): task is Task {
+  if (task == null) return false;
+  if (task.paused === true || task.userPaused === true) return false;
+  if (task.deletedAt) return false;
+  if (task.column === "archived" || task.column === "done") return false;
+  return true;
+}
+
+/** Outcome of resolving one due work item for the planning-continuation drain. */
+export type PlanningContinuationResolution =
+  | { kind: "actionable"; item: WorkflowWorkItem; task: Task }
+  | { kind: "skip"; item: WorkflowWorkItem; reason: "not-planning" | "paused" }
+  | {
+      kind: "orphan";
+      item: WorkflowWorkItem;
+      reason: "task-not-found" | "task-terminal";
+    };
+
+/**
+ * FNXC:WorkflowScheduling 2026-07-21-22:31:
+ * Classify a due work item after a per-item task load. Lookup failures and
+ * terminal/missing tasks become orphans (cancel); paused planning items stay
+ * held without cancel; non-planning due rows are skipped by this drain.
+ */
+export function resolvePlanningContinuationCandidate(
+  item: WorkflowWorkItem,
+  task: Task | null | undefined,
+  opts?: { taskLookupFailed?: boolean },
+): PlanningContinuationResolution {
+  if (opts?.taskLookupFailed === true || task == null) {
+    return { kind: "orphan", item, reason: "task-not-found" };
+  }
+  if (task.deletedAt || task.column === "archived" || task.column === "done") {
+    return { kind: "orphan", item, reason: "task-terminal" };
+  }
+  if (item.waitReason !== "planning") {
+    return { kind: "skip", item, reason: "not-planning" };
+  }
+  if (task.paused === true || task.userPaused === true) {
+    return { kind: "skip", item, reason: "paused" };
+  }
+  if (!isPlanningContinuationTaskDispatchable(task)) {
+    return { kind: "skip", item, reason: "paused" };
+  }
+  return { kind: "actionable", item, task };
+}
+
+/**
+ * FNXC:WorkflowScheduling 2026-07-21-12:30:
+ * Select due planning continuations whose task remains dispatchable.
+ *
+ * FNXC:WorkflowScheduling 2026-07-21-22:31:
+ * Also exclude soft-deleted / archived / done tasks so archive-fallback rows
+ * returned by getTask cannot re-enter plan-review after the card left the board.
+ */
 export function selectActionablePlanningContinuations(
   candidates: readonly PlanningContinuationCandidate[],
 ): Array<{ item: WorkflowWorkItem; task: Task }> {
-  return candidates.filter(
-    (candidate): candidate is { item: WorkflowWorkItem; task: Task } =>
-      candidate.item.waitReason === "planning"
-      && candidate.task !== null
-      && candidate.task !== undefined
-      && candidate.task.paused !== true
-      && candidate.task.userPaused !== true,
-  );
+  return candidates.flatMap((candidate) => {
+    const resolved = resolvePlanningContinuationCandidate(candidate.item, candidate.task);
+    return resolved.kind === "actionable" ? [{ item: resolved.item, task: resolved.task }] : [];
+  });
 }
 
 export interface CliAgentAwaitingInputNotificationInfo {
@@ -1893,6 +1951,12 @@ export class InProcessRuntime
     FNXC:WorkflowScheduling 2026-07-21-12:20:
     A single runtime drain owns selection at a time. Concurrent wakeups collapse
     behind this guard and the recurring processor supplies the next bounded pass.
+
+    FNXC:WorkflowScheduling 2026-07-21-22:31:
+    Per-item task loads must not abort the pass. getTask throws for soft-deleted
+    rows without an archive snapshot; one orphan earlier in created_at FIFO used
+    to prevent every later planning continuation from dispatching (FN-8470 → FN-8471).
+    Cancel orphaned work items so they leave the due set and free the limit:20 window.
     */
     if (this.workflowContinuationDrainActive || this.status !== "active") return;
     this.workflowContinuationDrainActive = true;
@@ -1902,14 +1966,27 @@ export class InProcessRuntime
         states: ["runnable", "retrying"],
         limit: 20,
       });
-      const candidates: PlanningContinuationCandidate[] = [];
       for (const item of items) {
-        const task = await this.taskStore.getTask(item.taskId);
-        candidates.push({ item, task });
-      }
-      for (const { item, task } of selectActionablePlanningContinuations(candidates)) {
-        void this.executor.execute(task).catch((error) => {
-          runtimeLog.error(`Workflow continuation ${item.id} failed:`, error);
+        let task: Task | undefined;
+        let taskLookupFailed = false;
+        try {
+          task = await this.taskStore.getTask(item.taskId);
+        } catch (error) {
+          taskLookupFailed = true;
+          runtimeLog.warn(
+            `Workflow continuation ${item.id}: getTask(${item.taskId}) failed — treating as orphan: ${
+              error instanceof Error ? error.message : String(error)
+            }`,
+          );
+        }
+        const resolved = resolvePlanningContinuationCandidate(item, task, { taskLookupFailed });
+        if (resolved.kind === "orphan") {
+          await this.cancelOrphanedWorkflowWorkItem(resolved.item, resolved.reason);
+          continue;
+        }
+        if (resolved.kind !== "actionable") continue;
+        void this.executor.execute(resolved.task).catch((error) => {
+          runtimeLog.error(`Workflow continuation ${resolved.item.id} failed:`, error);
         });
       }
     } finally {
@@ -1917,6 +1994,36 @@ export class InProcessRuntime
     }
   }
 
+  /**
+   * FNXC:WorkflowScheduling 2026-07-21-22:31:
+   * Terminalize a due work item whose task can no longer host graph work so the
+   * FIFO due poll no longer revisits it every 2s. Fail-soft: a transition race
+   * must not abort the rest of the drain.
+   */
+  private async cancelOrphanedWorkflowWorkItem(
+    item: WorkflowWorkItem,
+    reason: "task-not-found" | "task-terminal",
+  ): Promise<void> {
+    if (typeof this.taskStore.transitionWorkflowWorkItem !== "function") return;
+    try {
+      await this.taskStore.transitionWorkflowWorkItem(item.id, "cancelled", {
+        leaseOwner: null,
+        leaseExpiresAt: null,
+        lastError: `orphaned-continuation:${reason}`,
+        blockedReason: reason,
+      });
+      runtimeLog.log(
+        `Cancelled orphaned workflow work item ${item.id} (task=${item.taskId}, node=${item.nodeId}, reason=${reason})`,
+      );
+    } catch (error) {
+      runtimeLog.warn(
+        `Failed to cancel orphaned workflow work item ${item.id}: ${
+          error instanceof Error ? error.message : String(error)
+        }`,
+      );
+    }
+  }
+
   /**
    * Execute a heartbeat run for an agent.
    *