diff --git a/AGENTS.md b/AGENTS.md
index 1589dd7..7231a4d 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -26,7 +26,7 @@ labs are dependency-free HTML/CSS/JS that workshop attendees point an agent at.
```bash
pnpm run verify # content + interaction contracts (scripts/verify.mjs) — the gate
node scripts/audit-ui.mjs # responsive / no-external-dependency audit
-node scripts/build-skill-review.mjs # regenerate skill-reviews/improved/ from catalog.js
+node scripts/build-skill-review.mjs # regenerate skill-reviews/improved/ from src/content/reviews/
pnpm run serve # python3 -m http.server 4173
```
@@ -52,7 +52,7 @@ so.
_is_ that they are dependency-free vanilla HTML/CSS/JS an attendee can hand to
an agent. Componentizing them destroys the lesson. They ship as static assets.
- `submitted-skills/` — other people's submitted work, reproduced verbatim
-- `skill-reviews/improved/` — generated; edit `skills-review/catalog.js` instead
+- `skill-reviews/improved/` — generated; edit `src/content/reviews/*.md` instead
- `vote-service/` — separate deploy lifecycle; do not fold into the site build
- `dist/`, `node_modules/` — build output, never committed
- `pnpm-lock.yaml` — **committed, but never hand-edited.** Change it only as a
diff --git a/skills-review/index.html b/skills-review/index.html
index aec1d30..807b459 100644
--- a/skills-review/index.html
+++ b/skills-review/index.html
@@ -38,7 +38,7 @@
The recommendations follow the open Agent Skills format: valid frontmatter for discovery, progressive disclosure for context economy, deterministic scripts for fragile repeated mechanics, and behavioral evaluation rather than a checklist of pretty headings.