kk-agent · Oct 17, 2026 · Oct 17, 2026
@@ -17,8 +17,8 @@ const CORE_CAPABILITIES = [
   'Evidence-gated YouTube analysis',
   'Timed caption transcript',
   'Visible source provenance',
-  'Durable workflow run history',
-  'Review-only action preparation',
+  'Workflow run history',
+  'Proposed work from a Video Pack',
   'Export after quality verification',
 ];
 

@@ -1033,6 +1033,15 @@ export default function OneLoopStudio({
               </div>
             ) : null}
             <div className="flex items-center gap-1.5" role="toolbar" aria-label="Pack actions">
+              <button
+                type="button"
+                data-testid="studio-act-button"
+                onClick={() => void act()}
+                disabled={actBusy || !hasPayload}
+                className="uvai-btn disabled:opacity-40"
+              >
+                {actBusy ? 'Running tools…' : 'Act on this run'}
+              </button>
               <button
                 type="button"
                 onClick={() => void exportPkg()}
@@ -1145,6 +1154,8 @@ export default function OneLoopStudio({
         outputPane={
           <StudioIdeOutput
             video={selected}
+            actBusy={actBusy}
+            onAct={() => void act()}
             stackChecks={stackCheckViews}
             reviewActions={(workflowActions?.actions ?? []).map((action) => {
               const card = studioActionCard(action);

@@ -95,6 +95,8 @@ describe('OneLoopStudio IDE shell', () => {
     expect(screen.getByTestId('studio-ide-output-tab-signals')).toBeTruthy();
     expect(screen.getByTestId('studio-ide-ship')).toBeTruthy();
     expect((screen.getByTestId('studio-ide-ship') as HTMLButtonElement).disabled).toBe(false);
+    expect(screen.getByTestId('studio-act-button').textContent).toBe('Act on this run');
+    expect((screen.getByTestId('studio-act-button') as HTMLButtonElement).disabled).toBe(false);
   });
 
   it('shows transcript retry when analysis failed and is retryable', () => {

@@ -44,11 +44,15 @@ export default function StudioIdeOutput({
   specReview,
   stackChecks = [],
   reviewActions = [],
+  actBusy,
+  onAct,
 }: {
   video: Video | undefined;
   specReview?: React.ReactNode;
   stackChecks?: StudioStackCheckView[];
   reviewActions?: StudioReviewActionInput[];
+  actBusy?: boolean;
+  onAct?: () => void;
 }) {
   const [active, setActive] = useState<OutputSection>('events');
 
@@ -224,7 +228,22 @@ export default function StudioIdeOutput({
         {active === 'intent' && (
           <ul className="flex flex-col gap-3" data-testid="studio-ide-output-intent">
             {reviewActions.length === 0 && actionItems.length === 0 ? (
-              <EmptyNote text="No action items extracted yet — what should the viewer do or make from this video?" />
+              <li className="uvai-card p-8 text-center">
+                <p className="text-xs text-slate-400">
+                  No proposed actions yet — act on this run to review findings here.
+                </p>
+                {onAct ? (
+                  <button
+                    type="button"
+                    data-testid="studio-action-cta"
+                    onClick={onAct}
+                    disabled={actBusy}
+                    className="uvai-btn uvai-btn-primary mt-4 disabled:opacity-40"
+                  >
+                    {actBusy ? 'Running tools…' : 'Act on this run'}
+                  </button>
+                ) : null}
+              </li>
             ) : (
               <>
                 {reviewActions.map((action, i) => {
@@ -239,12 +258,23 @@ export default function StudioIdeOutput({
                         <span className="uvai-metric-icon mt-0.5 shrink-0">
                           <ArrowIcon />
                         </span>
-                        <div className="min-w-0">
+                        <div className="min-w-0 flex-1">
                           <p className="text-[11px] font-semibold uppercase tracking-wide text-amber-700">
                             {card.statusLabel}
                           </p>
                           <p className="mt-1 text-sm font-semibold text-slate-900">{card.title}</p>
                           <p className="mt-1 text-xs leading-relaxed text-slate-500">{card.detail}</p>
+                          {onAct ? (
+                            <button
+                              type="button"
+                              data-testid="studio-action-cta"
+                              onClick={onAct}
+                              disabled={actBusy}
+                              className="uvai-btn uvai-btn-primary mt-3 disabled:opacity-40"
+                            >
+                              {actBusy ? 'Running tools…' : card.ctaLabel}
+                            </button>
+                          ) : null}
                         </div>
                       </div>
                     </li>

@@ -1,7 +1,7 @@
 // @vitest-environment jsdom
 import React from 'react';
 import { cleanup, fireEvent, render, screen } from '@testing-library/react';
-import { afterEach, describe, expect, it } from 'vitest';
+import { afterEach, describe, expect, it, vi } from 'vitest';
 import StudioIdeOutput from '@/components/studio/StudioIdeOutput';
 import type { Video } from '@/store/dashboard-types';
 
@@ -56,4 +56,23 @@ describe('StudioIdeOutput playflow', () => {
     expect(card.textContent).toMatch(/needs review/i);
     expect(card.textContent).toMatch(/Review evidence/);
   });
+
+  it('renders review_action as a proposed card with Act on this run', () => {
+    const onAct = vi.fn();
+    render(
+      <StudioIdeOutput
+        video={baseVideo}
+        onAct={onAct}
+        reviewActions={[
+          { tool: 'review_action', status: 'proposed', result: 'Review evidence' },
+        ]}
+      />,
+    );
+
+    fireEvent.click(screen.getByTestId('studio-ide-output-tab-intent'));
+    expect(screen.getByTestId('studio-review-action-card').textContent).toMatch(/Review this result/);
+    expect(screen.getByTestId('studio-action-cta').textContent).toBe('Act on this run');
+    fireEvent.click(screen.getByTestId('studio-action-cta'));
+    expect(onAct).toHaveBeenCalledTimes(1);
+  });
 });
@@ -546,7 +546,13 @@ describe('studio-pipeline-status', () => {
     expect(shell).toContain('data-testid="studio-ide-toolbar"');
     expect(studio).toContain('StudioIdeShell');
     expect(pricing).not.toMatch(/reviewed plan dispatches backend agents/);
+    expect(pricing).not.toMatch(/Durable workflow run history/);
+    expect(pricing).not.toMatch(/reviewed actions/i);
+    expect(pricing).toContain('Proposed work from a Video Pack');
+    expect(pricing).toContain('Workflow run history');
     expect(apiDocs).not.toMatch(/durable Studio analysis workflow/);
+    expect(studio).toContain('data-testid="studio-act-button"');
+    expect(studio).toContain('Act on this run');
   });
 
   it('renders review_action as a card with status, title, and detail', () => {
@@ -559,18 +565,28 @@ describe('studio-pipeline-status', () => {
     expect(review.title).toMatch(/review this result/i);
     expect(review.statusLabel).toBe('Needs review');
     expect(review.detail).toBe('Review evidence');
+    expect(review.ctaLabel).toBe('Act on this run');
+
+    const proposed = studioActionCard({ tool: 'review_action', status: 'proposed' });
+    expect(proposed.detail).toMatch(/Proposed finding/);
 
     const tool = studioActionCard({ tool: 'persist_insight', status: 'completed' });
     expect(tool.kind).toBe('tool');
     expect(tool.title).toMatch(/persist insight/i);
     expect(tool.statusLabel).toBe('Done');
     expect(tool.detail).toMatch(/no detail/i);
+    expect(tool.ctaLabel).toBe('Keep on this page');
 
     const studio = readFileSync(join(process.cwd(), 'src/components/OneLoopStudio.tsx'), 'utf8');
     const output = readFileSync(join(process.cwd(), 'src/components/studio/StudioIdeOutput.tsx'), 'utf8');
     expect(studio).toContain('studioActionCard');
     expect(output).toContain('studioActionCard');
     expect(output).toContain('data-testid="studio-review-action-card"');
+    expect(output).toContain('data-testid="studio-action-cta"');
+    expect(studio).toContain('data-testid="studio-act-button"');
+    expect(studio).not.toMatch(
+      /showAgentWorkflowUi[\s\S]{0,400}data-testid="studio-act-button"/,
+    );
     // IDE: actions surface in the output pane Intent tab.
     expect(output).toContain("{ id: 'intent', label: 'Intent' }");
   });

@@ -637,6 +637,7 @@ export function studioActionCard(action: {
   statusLabel: string;
   detail: string;
   kind: 'review' | 'tool';
+  ctaLabel: string;
 } {
   const isReview = action.tool === 'review_action';
   const statusLabel =
@@ -656,12 +657,15 @@ export function studioActionCard(action: {
         .join(' ');
   const detail =
     action.result?.trim() ||
-    (isReview ? 'Open the evidence on this page before you act.' : 'No detail from this tool.');
+    (isReview
+      ? 'Proposed finding — open the evidence on this page before you act.'
+      : 'No detail from this tool.');
   return {
     title,
     statusLabel,
     detail,
     kind: isReview ? 'review' : 'tool',
+    ctaLabel: isReview ? 'Act on this run' : 'Keep on this page',
   };
 }
 

@@ -17,6 +17,7 @@
 - [x] Transcript retry control when `studioCanRetryTranscript`
 - [x] Export toast no longer uses sticky-footer `bottom-20`
 - [x] Focused Vitest
+- [x] Leftover after #2437: pricing Core copy (G) + ungated Act CTA on review cards (E)
 
 ## 3. Definition of Done (Success Verification)
 * **Expected Outcome:** Anonymous Studio on a seadance/cluely pack can click **Ship this** (ZIP export). Stack checks read skip/unknown and do not disable the button. No live hostname claim. Transcript retry and review cards are visible.
@@ -27,3 +28,4 @@
 * **What was done:** Restored a discoverable **Ship this** toolbar CTA that downloads the pack ZIP. Anonymous/unknown SeaDance/Cluely stack checks render as skip/unknown and never disable the button. Intent tab renders `review_action` cards. Transcript retry is visible on retryable failure. Export toast sits at `bottom-4` (no sticky footer). Origin deploy button was not restored.
 * **Why it was needed:** IDE shell left playflow helpers unwired; dogfood kill F was a disabled Deploy with no Ship this.
 * **How it was tested:** Focused Vitest (49 + 16), type-check, eslint. No production live claim. GitHub issue create was 403 so this cut has no new issue number.
+* **Leftover after #2437 (this PR):** Pricing Core copy no longer says durable/reviewed; Act on this run is a toolbar + Intent CTA without `agent-workflow-ui`. Focused Vitest 5 files / 53 passed plus 3 related files / 15 passed. Canonical leftover issue #2440.