diff --git a/extensions/codex/src/migration/plan.ts b/extensions/codex/src/migration/plan.ts
index 139ae8eb6f5..5d2412f13c8 100644
--- a/extensions/codex/src/migration/plan.ts
+++ b/extensions/codex/src/migration/plan.ts
@@ -441,9 +441,6 @@ export async function buildCodexMigrationPlan(
           "Codex app-backed plugins were planned without source app accessibility verification. Re-run with --verify-plugin-apps to force a fresh source app/list check before planning native plugin activation.",
         ]
       : []),
-    ...(source.plugins.some((plugin) => plugin.sourceKind === "cache")
-      ? ["Codex cached plugin bundles remain manual-review only."]
-      : []),
     ...(source.pluginDiscoveryError
       ? [
           `Codex app-server plugin inventory discovery failed: ${source.pluginDiscoveryError}. Cached plugin bundles, if any, are advisory only.`,
diff --git a/src/commands/migrate.ts b/src/commands/migrate.ts
index c1cd6f1f6cf..91b27025f9d 100644
--- a/src/commands/migrate.ts
+++ b/src/commands/migrate.ts
@@ -1,4 +1,4 @@
-import { cancel, isCancel } from "@clack/prompts";
+import { cancel, isCancel, log } from "@clack/prompts";
 import { formatCliCommand } from "../cli/command-format.js";
 import { withProgress } from "../cli/progress.js";
 import { promptYesNo } from "../cli/prompt.js";
@@ -13,7 +13,7 @@ import type { RuntimeEnv } from "../runtime.js";
 import { writeRuntimeJson } from "../runtime.js";
 import { stylePromptHint, stylePromptMessage, stylePromptTitle } from "../terminal/prompt-style.js";
 import { runMigrationApply } from "./migrate/apply.js";
-import { formatMigrationPlan } from "./migrate/output.js";
+import { formatMigrationPreview } from "./migrate/output.js";
 import { createMigrationPlan, resolveMigrationProvider } from "./migrate/providers.js";
 import {
   applyMigrationPluginSelection,
@@ -331,7 +331,7 @@ export async function migratePlanCommand(
   if (opts.json) {
     writeRuntimeJson(runtime, redactMigrationPlan(plan));
   } else if (opts.suppressPlanLog !== true) {
-    runtime.log(formatMigrationPlan(plan).join("\n"));
+    log.message(formatMigrationPreview(plan).join("\n"));
   }
   return plan;
 }
diff --git a/src/commands/migrate/output.ts b/src/commands/migrate/output.ts
index 358b87fb145..8798d9d7722 100644
--- a/src/commands/migrate/output.ts
+++ b/src/commands/migrate/output.ts
@@ -1,76 +1,202 @@
+import { log } from "@clack/prompts";
 import { redactMigrationPlan } from "../../plugin-sdk/migration.js";
 import type { MigrationApplyResult, MigrationItem, MigrationPlan } from "../../plugins/types.js";
 import { writeRuntimeJson } from "../../runtime.js";
 import type { RuntimeEnv } from "../../runtime.js";
 import { theme } from "../../terminal/theme.js";
-import {
-  formatMigrationPluginSelectionLabel,
-  getSelectableMigrationPluginItems,
-} from "./selection.js";
 import type { MigrateApplyOptions } from "./types.js";
 
 function formatCount(value: number, label: string): string {
   return `${value} ${label}${value === 1 ? "" : "s"}`;
 }
 
-export function formatMigrationPlan(plan: MigrationPlan): string[] {
-  const lines = [
-    `${theme.heading("Migration plan:")} ${plan.providerId}`,
-    `Source: ${plan.source}`,
-  ];
+function formatPlanHeader(plan: MigrationPlan, heading: string): string[] {
+  const lines = [`${theme.heading(heading)} ${plan.providerId}`, `Source: ${plan.source}`];
   if (plan.target) {
     lines.push(`Target: ${plan.target}`);
   }
+  const visible = plan.items.filter((item) => !HIDDEN_KINDS.has(item.kind));
+  const visibleConflicts = visible.filter((item) => item.status === "conflict").length;
+  const visibleSensitive = visible.filter((item) => item.sensitive === true).length;
   lines.push(
     [
-      formatCount(plan.summary.total, "item"),
-      formatCount(plan.summary.conflicts, "conflict"),
-      formatCount(plan.summary.sensitive, "sensitive item"),
+      formatCount(visible.length, "item"),
+      formatCount(visibleConflicts, "conflict"),
+      formatCount(visibleSensitive, "sensitive item"),
     ].join(", "),
   );
-  if (plan.warnings && plan.warnings.length > 0) {
-    lines.push("");
-    lines.push(theme.warn("Warnings:"));
-    for (const warning of plan.warnings) {
-      lines.push(`- ${warning}`);
+  return lines;
+}
+
+type ItemGroup = {
+  kind: string;
+  heading: string;
+};
+
+const ITEM_GROUPS: ItemGroup[] = [
+  { kind: "skill", heading: "Skills:" },
+  { kind: "plugin", heading: "Plugins:" },
+  { kind: "memory", heading: "Memory:" },
+  { kind: "secret", heading: "Secrets:" },
+  { kind: "archive", heading: "Archive:" },
+  { kind: "manual", heading: "Manual review:" },
+];
+
+const HIDDEN_KINDS = new Set(["config"]);
+const KNOWN_KINDS = new Set(ITEM_GROUPS.map((group) => group.kind));
+
+type FormatMode = "preview" | "result";
+
+function formatPlanItems(plan: MigrationPlan, mode: FormatMode): string[] {
+  const lines: string[] = [];
+  const buckets = new Map<string, MigrationItem[]>();
+  const other: MigrationItem[] = [];
+  for (const item of plan.items) {
+    if (HIDDEN_KINDS.has(item.kind)) {
+      continue;
+    }
+    if (KNOWN_KINDS.has(item.kind)) {
+      const list = buckets.get(item.kind) ?? [];
+      list.push(item);
+      buckets.set(item.kind, list);
+    } else {
+      other.push(item);
     }
   }
-  const visibleItems = plan.items.slice(0, 25);
-  const visibleItemIds = new Set(visibleItems.map((item) => item.id));
-  const pluginItems = getSelectableMigrationPluginItems(plan);
-  const hasPluginHiddenByTruncation = pluginItems.some((item) => !visibleItemIds.has(item.id));
-  if (plan.providerId === "codex" && hasPluginHiddenByTruncation) {
+  for (const group of ITEM_GROUPS) {
+    const items = buckets.get(group.kind);
+    if (!items || items.length === 0) {
+      continue;
+    }
     lines.push("");
-    lines.push(theme.heading("Native Codex plugins:"));
-    for (const item of pluginItems) {
-      lines.push(`- ${formatMigrationPluginSelectionLabel(item)}`);
+    lines.push(theme.heading(group.heading));
+    for (const item of items) {
+      lines.push(formatMigrationItem(item, mode));
     }
   }
-  if (visibleItems.length > 0) {
+  if (other.length > 0) {
     lines.push("");
-    lines.push(theme.heading("Items:"));
-    for (const item of visibleItems) {
-      lines.push(formatMigrationItem(item));
-    }
-    if (plan.items.length > visibleItems.length) {
-      lines.push(`- ... ${plan.items.length - visibleItems.length} more`);
-    }
-  }
-  if (plan.nextSteps && plan.nextSteps.length > 0) {
-    lines.push("");
-    lines.push(theme.heading("Next:"));
-    for (const step of plan.nextSteps) {
-      lines.push(`- ${step}`);
+    lines.push(theme.heading("Other:"));
+    for (const item of other) {
+      lines.push(formatMigrationItem(item, mode));
     }
   }
   return lines;
 }
 
-function formatMigrationItem(item: MigrationItem): string {
-  const target = item.target ? ` -> ${item.target}` : "";
-  const message = item.message ? ` (${item.message})` : item.reason ? ` (${item.reason})` : "";
+function formatPlanWarnings(plan: MigrationPlan): string[] {
+  if (!plan.warnings || plan.warnings.length === 0) {
+    return [];
+  }
+  const lines = ["", theme.warn("Warnings:")];
+  for (const warning of plan.warnings) {
+    lines.push(`• ${warning}`);
+  }
+  return lines;
+}
+
+export function formatMigrationPreview(plan: MigrationPlan): string[] {
+  return [
+    ...formatPlanHeader(plan, "Migration preview:"),
+    ...formatPlanItems(plan, "preview"),
+    ...formatPlanWarnings(plan),
+  ];
+}
+
+export function formatMigrationResult(plan: MigrationPlan): string[] {
+  const lines = [...formatPlanHeader(plan, "Migration plan:"), ...formatPlanItems(plan, "result")];
+  if (plan.nextSteps && plan.nextSteps.length > 0) {
+    lines.push("");
+    lines.push(theme.heading("Next:"));
+    for (const step of plan.nextSteps) {
+      lines.push(`• ${step}`);
+    }
+  }
+  return lines;
+}
+
+function formatItemDisplayName(item: MigrationItem): string {
+  const colonIndex = item.id.indexOf(":");
+  const withoutPrefix = colonIndex >= 0 ? item.id.slice(colonIndex + 1) : item.id;
+  return withoutPrefix.replace(/:\d+$/, "");
+}
+
+const REASON_CODE_MESSAGES: Record<string, string> = {
+  plugin_missing: "Plugin not found in the Codex marketplace.",
+  marketplace_missing: "Codex marketplace is unavailable.",
+  disabled: "Plugin is disabled in Codex.",
+  refresh_failed: "Failed to refresh the Codex plugin marketplace.",
+  auth_required: "Plugin requires additional authentication.",
+  already_active: "Plugin is already active in OpenClaw.",
+  installed: "Plugin is already installed in OpenClaw.",
+  plugin_install_failed: "Plugin installation failed.",
+  codex_subscription_required: "Plugin requires an active Codex subscription.",
+  "not selected for migration": "Skipped because it was not selected for migration.",
+};
+
+function humanizeReason(reason: string | undefined): string | undefined {
+  if (!reason) {
+    return undefined;
+  }
+  return REASON_CODE_MESSAGES[reason] ?? reason;
+}
+
+function formatItemMessage(item: MigrationItem, mode: FormatMode): string | undefined {
+  if (mode === "preview") {
+    if (item.kind === "skill" && item.action === "copy") {
+      return "Copy Codex skill into OpenClaw";
+    }
+    if (item.kind === "plugin" && item.action === "install") {
+      return "Install Codex plugin into OpenClaw";
+    }
+    return item.message ?? humanizeReason(item.reason);
+  }
+  if (
+    (item.kind === "skill" && item.action === "copy") ||
+    (item.kind === "plugin" && item.action === "install")
+  ) {
+    if (item.status === "migrated") {
+      return "Migrated";
+    }
+    if (item.status === "skipped") {
+      return "Skipped";
+    }
+    if (item.status === "error" || item.status === "conflict") {
+      return humanizeReason(item.reason) ?? item.message;
+    }
+    return undefined;
+  }
+  if (item.status === "error" || item.status === "conflict") {
+    return humanizeReason(item.reason) ?? item.message;
+  }
+  return item.message ?? humanizeReason(item.reason);
+}
+
+const RESULT_STATUS_GLYPHS: Record<string, string> = {
+  migrated: "✅",
+  error: "❌",
+  skipped: "⏭️ ",
+  conflict: "⚠️ ",
+};
+
+function formatItemPrefix(item: MigrationItem, mode: FormatMode): string {
+  if (mode === "result") {
+    const glyph = RESULT_STATUS_GLYPHS[item.status];
+    if (glyph) {
+      return `${glyph} `;
+    }
+    return "• ";
+  }
+  return item.status === "planned" ? "• " : `• ${item.status}: `;
+}
+
+function formatMigrationItem(item: MigrationItem, mode: FormatMode): string {
+  const name = formatItemDisplayName(item);
+  const message = formatItemMessage(item, mode);
+  const messageSuffix = message ? ` ${theme.muted(`(${message})`)}` : "";
   const sensitive = item.sensitive ? " [sensitive]" : "";
-  return `- ${item.status}: ${item.kind}/${item.action} ${item.id}${target}${sensitive}${message}`;
+  const prefix = formatItemPrefix(item, mode);
+  return `${prefix}${name}${sensitive}${messageSuffix}`;
 }
 
 export function assertConflictFreePlan(plan: MigrationPlan, providerId: string): void {
@@ -90,7 +216,7 @@ export function writeApplyResult(
     writeRuntimeJson(runtime, redactMigrationPlan(result));
     return;
   }
-  runtime.log(formatMigrationPlan(result).join("\n"));
+  log.message(formatMigrationResult(result).join("\n"));
   if (result.backupPath) {
     runtime.log(`Backup: ${result.backupPath}`);
   } else if (!opts.noBackup) {
diff --git a/src/wizard/setup.migration-import.ts b/src/wizard/setup.migration-import.ts
index f955234c17e..62abc0df037 100644
--- a/src/wizard/setup.migration-import.ts
+++ b/src/wizard/setup.migration-import.ts
@@ -212,7 +212,7 @@ export async function runSetupMigrationImport(params: {
     { applyLocalSetupWorkspaceConfig, applySkipBootstrapConfig },
     { createMigrationLogger, buildMigrationReportDir },
     { createPreMigrationBackup },
-    { assertApplySucceeded, assertConflictFreePlan, formatMigrationPlan },
+    { assertApplySucceeded, assertConflictFreePlan, formatMigrationPreview, formatMigrationResult },
     { resolveStateDir },
     onboardHelpers,
   ] = await Promise.all([
@@ -273,7 +273,7 @@ export async function runSetupMigrationImport(params: {
     logger: createMigrationLogger(params.runtime),
   };
   const plan = await provider.plan(ctx);
-  await params.prompter.note(formatMigrationPlan(plan).join("\n"), "Migration preview");
+  await params.prompter.note(formatMigrationPreview(plan).join("\n"), "Migration preview");
   assertConflictFreePlan(plan, providerId);
 
   const confirmed =
@@ -307,6 +307,6 @@ export async function runSetupMigrationImport(params: {
     reportDir: result.reportDir ?? reportDir,
   };
   assertApplySucceeded(withReport);
-  await params.prompter.note(formatMigrationPlan(withReport).join("\n"), "Migration applied");
+  await params.prompter.note(formatMigrationResult(withReport).join("\n"), "Migration applied");
   await params.prompter.outro("Migration complete. Run `openclaw doctor` next.");
 }