diff --git a/presentations/less-prompting-more-shipping/slides.mjs b/presentations/less-prompting-more-shipping/slides.mjs
index a7d839a..e50041d 100644
--- a/presentations/less-prompting-more-shipping/slides.mjs
+++ b/presentations/less-prompting-more-shipping/slides.mjs
@@ -172,7 +172,7 @@ export const slides = [
     "id": "capacity",
     "title": "One architect. One active live pilot.",
     "minutes": 1,
-    "body": "<div class=\"capacity\" aria-label=\"Proposed weekly allocation: two days hands-on, one evaluation, one relationships, one support and decisions\"><div class=\"pair\">2 days<br><b>Pair + build</b></div><div>1 day<br><b>Evaluate</b></div><div>1 day<br><b>Relationships</b></div><div>1 day<br><b>Decisions + buffer</b></div></div><p class=\"statement\">Support is work.<br>Put it in the budget.</p><p class=\"small\">Proposed capacity envelope—not known company availability.</p>",
+    "body": "<p>Example weekly allocation for the AI architect</p><div class=\"capacity\" aria-label=\"Proposed weekly allocation: two days hands-on, one evaluation, one relationships, one support and decisions\"><div class=\"pair\">2 days<br><b>Pair + build</b></div><div>1 day<br><b>Evaluate</b></div><div>1 day<br><b>Relationships</b></div><div>1 day<br><b>Decisions + buffer</b></div></div><p class=\"statement\">Support is work.<br>Put it in the budget.</p><p class=\"small\">Proposed capacity envelope—not known company availability.</p>",
     "notes": "This five-day allocation is a planning envelope, not a claim about company staffing. Two days are hands-on, one evaluation, one coaching/relationships, one sponsor decisions, support and contingency. Team lead agreement must include review time. A second team begins only when the first is supportable. Offer reusable examples and bounded office hours, not a permanent help desk to more than ten teams. Excess support demand becomes a CTO investment decision or a smaller scope.",
     "sources": [
       "six-months-roadmap"
diff --git a/scripts/presentation.test.mjs b/scripts/presentation.test.mjs
index 206eaae..fced9b4 100644
--- a/scripts/presentation.test.mjs
+++ b/scripts/presentation.test.mjs
@@ -27,6 +27,12 @@ test('contributors explains human-controlled AI tools below the diagram',()=>{
  assert(body.indexOf(definition)>body.indexOf('contribution-grid'));
  assert(body.includes('Dashed ⇢ contribution from outside the cycle.'));
 });
+test('capacity visibly frames the days as an example weekly allocation',()=>{
+ const slide=slides.find(s=>s.id==='capacity');
+ assert.equal(slide.title,'One architect. One active live pilot.');
+ assert(slide.body.startsWith('<p>Example weekly allocation for the AI architect</p><div class="capacity"'));
+ for(const text of ['2 days','Pair + build','Evaluate','Relationships','Decisions + buffer','Proposed capacity envelope—not known company availability.']) assert(slide.body.includes(text));
+});
 test('learning loop staircase preserves the original semantic sequence',()=>{
  const body=slides.find(s=>s.id==='learning-loop').body;
  const loop=body.split('</div>')[0];