diff --git a/registry/skills-index.json b/registry/skills-index.json
index 7f8ef167..898d1bfd 100644
--- a/registry/skills-index.json
+++ b/registry/skills-index.json
@@ -1,5 +1,5 @@
 {
-  "generatedAt": "2026-07-26T08:41:26.109Z",
+  "generatedAt": "2026-08-01T08:35:58.069Z",
   "skills": [
     {
       "id": "academic-research-skills/academic-paper",
@@ -12,8 +12,8 @@
         "ref": "main",
         "path": "academic-paper"
       },
-      "stars": 39542,
-      "updatedAt": "2026-07-26T07:50:10Z",
+      "stars": 40387,
+      "updatedAt": "2026-07-31T23:13:34Z",
       "provenance": "curated",
       "sourceId": "academic-research-skills"
     },
@@ -28,8 +28,8 @@
         "ref": "main",
         "path": "academic-paper-reviewer"
       },
-      "stars": 39542,
-      "updatedAt": "2026-07-26T07:50:10Z",
+      "stars": 40387,
+      "updatedAt": "2026-07-31T23:13:34Z",
       "provenance": "curated",
       "sourceId": "academic-research-skills"
     },
@@ -44,8 +44,8 @@
         "ref": "main",
         "path": "academic-pipeline"
       },
-      "stars": 39542,
-      "updatedAt": "2026-07-26T07:50:10Z",
+      "stars": 40387,
+      "updatedAt": "2026-07-31T23:13:34Z",
       "provenance": "curated",
       "sourceId": "academic-research-skills"
     },
@@ -60,8 +60,8 @@
         "ref": "main",
         "path": "deep-research"
       },
-      "stars": 39542,
-      "updatedAt": "2026-07-26T07:50:10Z",
+      "stars": 40387,
+      "updatedAt": "2026-07-31T23:13:34Z",
       "provenance": "curated",
       "sourceId": "academic-research-skills"
     },
@@ -76,8 +76,8 @@
         "ref": "main",
         "path": "skills/api-and-interface-design"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -92,8 +92,8 @@
         "ref": "main",
         "path": "skills/browser-testing-with-devtools"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -108,8 +108,8 @@
         "ref": "main",
         "path": "skills/ci-cd-and-automation"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -124,8 +124,8 @@
         "ref": "main",
         "path": "skills/code-review-and-quality"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -140,8 +140,8 @@
         "ref": "main",
         "path": "skills/code-simplification"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -156,8 +156,8 @@
         "ref": "main",
         "path": "skills/context-engineering"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -172,8 +172,8 @@
         "ref": "main",
         "path": "skills/debugging-and-error-recovery"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -188,8 +188,8 @@
         "ref": "main",
         "path": "skills/deprecation-and-migration"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -204,8 +204,8 @@
         "ref": "main",
         "path": "skills/documentation-and-adrs"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -220,8 +220,8 @@
         "ref": "main",
         "path": "skills/doubt-driven-development"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -236,8 +236,8 @@
         "ref": "main",
         "path": "skills/frontend-ui-engineering"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -252,8 +252,8 @@
         "ref": "main",
         "path": "skills/git-workflow-and-versioning"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -268,8 +268,8 @@
         "ref": "main",
         "path": "skills/idea-refine"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -284,8 +284,8 @@
         "ref": "main",
         "path": "skills/incremental-implementation"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -300,8 +300,8 @@
         "ref": "main",
         "path": "skills/interview-me"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -316,8 +316,8 @@
         "ref": "main",
         "path": "skills/observability-and-instrumentation"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -332,8 +332,8 @@
         "ref": "main",
         "path": "skills/performance-optimization"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -348,8 +348,8 @@
         "ref": "main",
         "path": "skills/planning-and-task-breakdown"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -364,8 +364,8 @@
         "ref": "main",
         "path": "skills/security-and-hardening"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -380,8 +380,8 @@
         "ref": "main",
         "path": "skills/shipping-and-launch"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -396,8 +396,8 @@
         "ref": "main",
         "path": "skills/source-driven-development"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -412,8 +412,8 @@
         "ref": "main",
         "path": "skills/spec-driven-development"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -428,8 +428,8 @@
         "ref": "main",
         "path": "skills/test-driven-development"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -444,8 +444,8 @@
         "ref": "main",
         "path": "skills/using-agent-skills"
       },
-      "stars": 80407,
-      "updatedAt": "2026-07-26T02:22:17Z",
+      "stars": 81192,
+      "updatedAt": "2026-07-26T12:51:12Z",
       "provenance": "curated",
       "sourceId": "addyosmani-agent-skills"
     },
@@ -460,7 +460,7 @@
         "ref": "main",
         "path": "skills/algorithmic-art"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -476,7 +476,7 @@
         "ref": "main",
         "path": "skills/brand-guidelines"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -492,7 +492,7 @@
         "ref": "main",
         "path": "skills/canvas-design"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -508,7 +508,7 @@
         "ref": "main",
         "path": "skills/claude-api"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -524,7 +524,7 @@
         "ref": "main",
         "path": "skills/doc-coauthoring"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -540,7 +540,7 @@
         "ref": "main",
         "path": "skills/docx"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -556,7 +556,7 @@
         "ref": "main",
         "path": "skills/frontend-design"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -572,7 +572,7 @@
         "ref": "main",
         "path": "skills/internal-comms"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -588,7 +588,7 @@
         "ref": "main",
         "path": "skills/mcp-builder"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -604,7 +604,7 @@
         "ref": "main",
         "path": "skills/pdf"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -620,7 +620,7 @@
         "ref": "main",
         "path": "skills/pptx"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -636,7 +636,7 @@
         "ref": "main",
         "path": "skills/skill-creator"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -652,7 +652,7 @@
         "ref": "main",
         "path": "skills/slack-gif-creator"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -668,7 +668,7 @@
         "ref": "main",
         "path": "template"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -684,7 +684,7 @@
         "ref": "main",
         "path": "skills/theme-factory"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -700,7 +700,7 @@
         "ref": "main",
         "path": "skills/web-artifacts-builder"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -716,7 +716,7 @@
         "ref": "main",
         "path": "skills/webapp-testing"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -732,7 +732,7 @@
         "ref": "main",
         "path": "skills/xlsx"
       },
-      "stars": 164220,
+      "stars": 165524,
       "updatedAt": "2026-07-24T20:12:36Z",
       "provenance": "curated",
       "sourceId": "anthropic-skills"
@@ -740,7 +740,7 @@
     {
       "id": "career-ops/career-ops",
       "name": "career-ops",
-      "description": "AI job search command center -- evaluate offers, tailor CVs, scan portals, track applications. Use when the user pastes a job description or URL, asks to evaluate an offer, tailor a resume or cover letter, scan job boards, prepare for an interview, or track/update their applications.",
+      "description": "AI job search command center -- evaluate offers, generate CVs, scan portals, track applications. Use when the user pastes a job URL or JD, asks to scan portals, generate a CV/PDF, track applications, prepare for interviews, draft outreach/emails, or run any career-ops mode.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -748,15 +748,15 @@
         "ref": "main",
         "path": ".agents/skills/career-ops"
       },
-      "stars": 61586,
-      "updatedAt": "2026-07-26T02:22:44Z",
+      "stars": 62422,
+      "updatedAt": "2026-08-01T07:39:13Z",
       "provenance": "curated",
       "sourceId": "career-ops"
     },
     {
       "id": "cate/cate-cli",
       "name": "cate-cli",
-      "description": "Drive the Cate IDE from inside a Cate terminal with the `cate` CLI — fully control the built-in browser panel (navigate, tabs, accessibility snapshots, role/text/css locators, trusted click/fill/type/press/drag/scroll/coordinate input, evaluate, console, dialogs, frames, viewport emulation, clipboard, full-page and element screenshots), read and drive terminal panels, and reach the granted cate.* host scopes (panels, editor, notifications) through named verbs. Use when an agent or user working in a Cate terminal needs to see or steer a web page, fill in a form, capture a screenshot, read another terminal, or reach Cate's host API from the shell.",
+      "description": "Use the `cate` CLI inside Cate terminals to inspect or control browser and terminal panels, open files, and manage panels. Use when work must happen through Cate's visible UI or another Cate panel.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -809,8 +809,8 @@
         "ref": "main",
         "path": "skills/ab-testing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -825,8 +825,8 @@
         "ref": "main",
         "path": "skills/ad-creative"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -841,8 +841,8 @@
         "ref": "main",
         "path": "skills/ads"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -857,15 +857,15 @@
         "ref": "main",
         "path": "skills/ai-seo"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
     {
       "id": "coreyhaines-marketing-skills/analytics",
       "name": "analytics",
-      "description": "When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" \"tracking plan,\" \"how do I measure this,\" \"track conversions,\" \"attribution,\" \"Mixpanel,\" \"Segment,\" \"are my events firing,\" or \"analytics isn't working.\" Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-testing.",
+      "description": "When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions \"set up tracking,\" \"GA4,\" \"Google Analytics,\" \"conversion tracking,\" \"event tracking,\" \"UTM parameters,\" \"tag manager,\" \"GTM,\" \"analytics implementation,\" \"tracking plan,\" \"how do I measure this,\" \"track conversions,\" \"Mixpanel,\" \"Segment,\" \"are my events firing,\" or \"analytics isn't working.\" Use this whenever someone asks how to know if something is working or wants to measure marketing results. For choosing attribution models, comparing multi-touch/MMM/incrementality, or reconciling conflicting numbers across tools, see attribution. For A/B test measurement, see ab-testing.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -873,8 +873,8 @@
         "ref": "main",
         "path": "skills/analytics"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -889,8 +889,24 @@
         "ref": "main",
         "path": "skills/aso"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
+      "provenance": "curated",
+      "sourceId": "coreyhaines-marketing-skills"
+    },
+    {
+      "id": "coreyhaines-marketing-skills/attribution",
+      "name": "attribution",
+      "description": "When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions \"attribution,\" \"attribution model,\" \"first-touch vs last-touch,\" \"multi-touch,\" \"which channel drives revenue,\" \"what's my real CAC,\" \"my dashboards disagree,\" \"Google/Meta says X but GA says Y,\" \"media mix model,\" \"MMM,\" \"incrementality,\" \"geo lift,\" \"holdout test,\" \"how did you hear about us,\" \"self-reported attribution,\" \"dark social,\" or wants to instrument attribution themselves — \"stitch my bookings to their source,\" \"SavvyCal/Calendly attribution,\" \"close the identify gap,\" \"track conversions on a third-party domain,\" \"first-party / self-hosted attribution.\" For event tracking setup and UTMs, see analytics. For ad-platform pixels/CAPI, see ads. For pipeline and CRM revenue reporting, see revops. For the AI-search attribution blind spot, see ai-seo.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "coreyhaines31/marketingskills",
+        "ref": "main",
+        "path": "skills/attribution"
+      },
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -905,8 +921,8 @@
         "ref": "main",
         "path": "skills/churn-prevention"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -921,8 +937,8 @@
         "ref": "main",
         "path": "skills/co-marketing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -937,8 +953,8 @@
         "ref": "main",
         "path": "skills/cold-email"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -953,8 +969,8 @@
         "ref": "main",
         "path": "skills/community-marketing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -969,8 +985,8 @@
         "ref": "main",
         "path": "skills/competitor-profiling"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -985,8 +1001,8 @@
         "ref": "main",
         "path": "skills/competitors"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1001,8 +1017,8 @@
         "ref": "main",
         "path": "skills/content-strategy"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1017,8 +1033,8 @@
         "ref": "main",
         "path": "skills/copy-editing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1033,8 +1049,8 @@
         "ref": "main",
         "path": "skills/copywriting"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1049,8 +1065,8 @@
         "ref": "main",
         "path": "skills/cro"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1065,8 +1081,8 @@
         "ref": "main",
         "path": "skills/customer-research"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1081,8 +1097,8 @@
         "ref": "main",
         "path": "skills/directory-submissions"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1097,8 +1113,8 @@
         "ref": "main",
         "path": "skills/emails"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1113,8 +1129,8 @@
         "ref": "main",
         "path": "skills/free-tools"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1129,8 +1145,8 @@
         "ref": "main",
         "path": "skills/image"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1145,8 +1161,8 @@
         "ref": "main",
         "path": "skills/influencer-marketing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1161,8 +1177,8 @@
         "ref": "main",
         "path": "skills/launch"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1177,8 +1193,8 @@
         "ref": "main",
         "path": "skills/lead-magnets"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1193,8 +1209,8 @@
         "ref": "main",
         "path": "skills/marketing-council"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1209,8 +1225,8 @@
         "ref": "main",
         "path": "skills/marketing-ideas"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1225,8 +1241,8 @@
         "ref": "main",
         "path": "skills/marketing-loops"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1241,8 +1257,8 @@
         "ref": "main",
         "path": "skills/marketing-plan"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1257,8 +1273,8 @@
         "ref": "main",
         "path": "skills/marketing-psychology"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1273,8 +1289,8 @@
         "ref": "main",
         "path": "skills/offers"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1289,8 +1305,8 @@
         "ref": "main",
         "path": "skills/onboarding"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1305,8 +1321,8 @@
         "ref": "main",
         "path": "skills/paywalls"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1321,15 +1337,15 @@
         "ref": "main",
         "path": "skills/popups"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
     {
       "id": "coreyhaines-marketing-skills/pricing",
       "name": "pricing",
-      "description": "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywalls. For offer construction (bonuses, guarantees, value framing, naming) on services/courses/coaching/high-ticket B2B, see offers.",
+      "description": "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' 'should I offer a free plan,' 'pricing page teardown,' 'pricing page audit,' 'is my pricing page AI-readable,' or 'can AI read my pricing.' Use this whenever someone is figuring out what to charge, how to structure their plans, or wants to audit a pricing page (for humans and for the AI agents that shortlist tools). For in-app upgrade screens, see paywalls. For offer construction (bonuses, guarantees, value framing, naming) on services/courses/coaching/high-ticket B2B, see offers.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -1337,8 +1353,8 @@
         "ref": "main",
         "path": "skills/pricing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1353,8 +1369,8 @@
         "ref": "main",
         "path": "skills/product-marketing"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1369,8 +1385,8 @@
         "ref": "main",
         "path": "skills/programmatic-seo"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1385,8 +1401,8 @@
         "ref": "main",
         "path": "skills/prospecting"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1401,8 +1417,8 @@
         "ref": "main",
         "path": "skills/public-relations"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1417,8 +1433,8 @@
         "ref": "main",
         "path": "skills/referrals"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1433,8 +1449,8 @@
         "ref": "main",
         "path": "skills/revops"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1449,8 +1465,8 @@
         "ref": "main",
         "path": "skills/sales-enablement"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1465,8 +1481,8 @@
         "ref": "main",
         "path": "skills/schema"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1481,8 +1497,8 @@
         "ref": "main",
         "path": "skills/seo-audit"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1497,8 +1513,8 @@
         "ref": "main",
         "path": "skills/signup"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1513,8 +1529,8 @@
         "ref": "main",
         "path": "skills/site-architecture"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1529,8 +1545,8 @@
         "ref": "main",
         "path": "skills/sms"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1545,8 +1561,8 @@
         "ref": "main",
         "path": "skills/social"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
@@ -1561,15 +1577,15 @@
         "ref": "main",
         "path": "skills/video"
       },
-      "stars": 41727,
-      "updatedAt": "2026-07-23T19:41:45Z",
+      "stars": 42577,
+      "updatedAt": "2026-07-29T05:41:15Z",
       "provenance": "curated",
       "sourceId": "coreyhaines-marketing-skills"
     },
     {
       "id": "google-skills/agent-platform-alert-configuration",
       "name": "agent-platform-alert-configuration",
-      "description": "Configures best-practice alerting policies for Google Cloud Vertex AI / Agent Platform agents on Agent Runtime. Use when analyzing, writing, or deploying alerting policies to monitor agent latency, error rates, and quality metrics (response quality, tool use, hallucination). Also use when provisioning online monitors for quality evaluation, or analyzing live metrics traffic footprints. NOTE: This skill currently only works for the Agent Runtime. Don't use for configuring general GCP alert policies or non-agent GCP alerting policies.",
+      "description": "Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics. Use when analyzing, writing, or deploying alerting policies to monitor agent latency, error rates, token usage, and quality metrics. NOTE: Reliability, Cost, Safety, and Security alerts use generic OTel metrics and work across runtimes (e.g., Cloud Run, Vertex AI). Quality alerts rely on Vertex AI Online Monitors and are strictly bound to Vertex AI deployments.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -1577,15 +1593,15 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-alert-configuration"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
     {
       "id": "google-skills/agent-platform-deploy",
       "name": "agent-platform-deploy",
-      "description": "Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check deployment status, verify serving endpoints, or clean up resources by undeploying models and deleting endpoints. Use when asked to deploy models on Agent Platform, list available Model Garden models, check if a model is deployable, query deployment cost, troubleshoot deployment errors (like quota limits), or undeploy/clean up endpoints. Also use when copying and deploying a 1P Tuned Model. Don't use for public Vertex AI deployments (use the `vertex-deploy` skill) or for running model evaluations (use the `agent-platform-eval` skill).",
+      "description": "Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying models and deleting endpoints. Use when asked to actively deploy a model, list the Model Garden CATALOG of available models, check if a specific model is deployable (`gcloud ai model-garden models list-deployment-config`), query deployment cost, troubleshoot deployment errors (like quota limits), or undeploy/clean up endpoints. Also use when copying and deploying a 1P Tuned Model. Don't use for pure listing/discovery questions of the form \"is X deployed?\", \"list my endpoints\", or \"which regions have models running?\" — for those use `agent-platform-endpoint-management`. Don't use for public Vertex AI deployments (use the `vertex-deploy` skill) or for running model evaluations (use the `agent-platform-eval-flywheel` skill).",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -1593,8 +1609,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-deploy"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1609,8 +1625,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-endpoint-management"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1625,8 +1641,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-eval-flywheel"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1641,8 +1657,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-inference"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1657,8 +1673,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-migrate-from-ai-studio"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1673,8 +1689,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-model-registry"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1689,8 +1705,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-prompt-management"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1705,8 +1721,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-rag-engine-management"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1721,8 +1737,24 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-skill-registry"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/agent-platform-troubleshooting",
+      "name": "agent-platform-troubleshooting",
+      "description": "Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues (Agent Gateway, Registry, Identity, Policies, Model Armor, Identity-Aware Proxy (IAP)). Use when agent requests fail with 403 (especially unauthorized egress), Agent Runtime queries return 500, or gateway/IAP logs show permission errors. Don't use for general Google Cloud Identity and Access Management (IAM) debugging or networking issues unrelated to the Agent Platform stack.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/agent-platform-troubleshooting"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1737,8 +1769,8 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-tuning"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1753,15 +1785,15 @@
         "ref": "main",
         "path": "skills/cloud/agent-platform-tuning-management"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
     {
       "id": "google-skills/alloydb-basics",
       "name": "alloydb-basics",
-      "description": "Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.",
+      "description": "Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -1769,8 +1801,8 @@
         "ref": "main",
         "path": "skills/cloud/alloydb-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1785,8 +1817,8 @@
         "ref": "main",
         "path": "skills/cloud/bigquery-ai-ml"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1801,8 +1833,8 @@
         "ref": "main",
         "path": "skills/cloud/bigquery-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1817,8 +1849,8 @@
         "ref": "main",
         "path": "skills/cloud/bigquery-bigframes"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1833,15 +1865,47 @@
         "ref": "main",
         "path": "skills/cloud/bigtable-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/cloud-logging-configuration-basics",
+      "name": "cloud-logging-configuration-basics",
+      "description": "Configure single-project Google Cloud Logging: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the default view (_Default) filter, IAM permissions for views (Logs View Accessor, IAM conditions), logs-based metrics, log exclusions, and sampling. Don't use for cross-project logging or multi-project setups.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/cloud-logging-configuration-basics"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/cloud-logging-cross-project-configuration",
+      "name": "cloud-logging-cross-project-configuration",
+      "description": "Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from multiple projects/folders/organizations to a central log bucket. - Creating cross-project log sinks and configuring central log buckets. - Troubleshooting cross-project routing. Don't use for single-project basic configurations.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/cloud-logging-cross-project-configuration"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
     {
       "id": "google-skills/cloud-logging-query-generation",
       "name": "cloud-logging-query-generation",
-      "description": "Generates Logging Query Language (LQL) queries for Google Cloud Logging from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter log data by Google Cloud service. Don't use this skill to query other databases, such as SQL or Spanner.",
+      "description": "Generates Logging Query Language (LQL) queries for Google Cloud Logging from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter log data by Google Cloud service. Don't use this skill to query other databases, such as SQL or Cloud Spanner.",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -1849,8 +1913,24 @@
         "ref": "main",
         "path": "skills/cloud/cloud-logging-query-generation"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/cloud-monitoring-chart-generation",
+      "name": "cloud-monitoring-chart-generation",
+      "description": "Generates Google Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos from resolved PromQL queries. Use when: - Generating valid google.monitoring.dashboard.v1.Widget textprotos, containing PrometheusQuery datasets, for use with the Cloud Monitoring Dashboards API, gcloud CLI, or declarative dashboard definitions. - Synthesizing Server-Driven UI (SDUI) widget titles, axis labels, and plot types for Prometheus queries. Don't use for: - Metric discovery or PromQL query generation. For those tasks, use the cloud-monitoring-metric-selection or cloud-monitoring-promql-query skills.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/cloud-monitoring-chart-generation"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1865,8 +1945,8 @@
         "ref": "main",
         "path": "skills/cloud/cloud-monitoring-metric-selection"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1881,8 +1961,8 @@
         "ref": "main",
         "path": "skills/cloud/cloud-run-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1897,8 +1977,8 @@
         "ref": "main",
         "path": "skills/cloud/cloud-sql-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1913,8 +1993,8 @@
         "ref": "main",
         "path": "skills/ads/data-manager-api-audience-ingestion"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1929,8 +2009,8 @@
         "ref": "main",
         "path": "skills/ads/data-manager-api-event-ingestion"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1945,8 +2025,8 @@
         "ref": "main",
         "path": "skills/ads/data-manager-api-setup"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1961,8 +2041,8 @@
         "ref": "main",
         "path": "skills/cloud/datalineage-bigquery-asset-impact-analysis"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1977,8 +2057,8 @@
         "ref": "main",
         "path": "skills/cloud/datalineage-summary"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -1993,8 +2073,8 @@
         "ref": "main",
         "path": "skills/cloud/detection-engineering-coverage-evaluation"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2009,8 +2089,8 @@
         "ref": "main",
         "path": "skills/cloud/firebase-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2025,8 +2105,8 @@
         "ref": "main",
         "path": "skills/cloud/gcloud"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2041,8 +2121,8 @@
         "ref": "main",
         "path": "skills/cloud/gemini-agents-api"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2057,8 +2137,8 @@
         "ref": "main",
         "path": "skills/cloud/gemini-api"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2073,8 +2153,8 @@
         "ref": "main",
         "path": "skills/cloud/gemini-interactions-api"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2089,8 +2169,8 @@
         "ref": "main",
         "path": "skills/cloud/gemini-live-api"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2105,8 +2185,24 @@
         "ref": "main",
         "path": "skills/cloud/gke-ai-troubleshooting-handle-disruption-gpu-tpu"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/gke-ai-troubleshooting-jobset-interruption",
+      "name": "gke-ai-troubleshooting-jobset-interruption",
+      "description": "Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart loops, spot VM preemptions, node readiness failures, host VM issues, or coordinator worker crashes. Don't use for general GKE cluster creation, basic workload deployment, or non-JobSet application issues.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/gke-ai-troubleshooting-jobset-interruption"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2121,8 +2217,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-app-onboarding"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2137,15 +2233,15 @@
         "ref": "main",
         "path": "skills/cloud/gke-backup-dr"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
     {
       "id": "google-skills/gke-basics",
       "name": "gke-basics",
-      "description": "Core GKE cluster discovery and hub. Use to route to specialized GKE skills. Do not use for specialized tasks (networking, security, etc.) directly.",
+      "description": "Manages core GKE cluster provisioning, credentials, Autopilot vs Standard selection, and workload deployment. Use when creating GKE clusters, fetching kubectl credentials, configuring Workload Identity, or deciding between Autopilot and Standard modes. Don't use for specialized GKE networking (use gke-networking), advanced security hardening (use gke-platform-security or gke-workload-security), or cluster upgrades (use gke-upgrades).",
       "tags": [],
       "format": "skill-md",
       "source": {
@@ -2153,8 +2249,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2169,8 +2265,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-batch-hpc"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2185,8 +2281,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-cluster-autoscaler"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2201,8 +2297,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-cluster-creation"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2217,8 +2313,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-compute-classes"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2233,8 +2329,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-cost-analysis"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2249,8 +2345,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-cost-optimization"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2265,8 +2361,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-golden-path"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2281,8 +2377,24 @@
         "ref": "main",
         "path": "skills/cloud/gke-inference"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/gke-manifest-generation",
+      "name": "gke-manifest-generation",
+      "description": "Generates and updates secure, production-ready Kubernetes YAML manifests optimized for GKE Autopilot and GKE Standard clusters. Use when creating or modifying GKE deployment manifests, configuring container security contexts, setting CPU/memory resource limits, defining readiness/liveness/startup probes, mounting secrets and volumes, configuring GKE Gateway API routes, targeting Spot VMs, or deploying AI model inference workloads (vLLM, TGI, Gemma). Don't use for live cluster operations, pod troubleshooting (use gke-workload-troubleshooting), or cluster infrastructure provisioning (use gke-cluster-creation).",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/gke-manifest-generation"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2297,8 +2409,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-multitenancy"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2313,8 +2425,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-networking"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2329,8 +2441,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-observability"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2345,8 +2457,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-platform-security"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2361,8 +2473,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-productionize"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2377,8 +2489,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-reliability"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2393,8 +2505,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-service-networking"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2409,8 +2521,24 @@
         "ref": "main",
         "path": "skills/cloud/gke-storage"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/gke-tpu-metrics-monitoring",
+      "name": "gke-tpu-metrics-monitoring",
+      "description": "Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle, TPU memory, node readiness, multi-host TPU node pool availability, host maintenance or preemption interruptions, and calculating MTTR or MTBI metrics for GKE TPUs. Don't use for general non-TPU GKE workload monitoring or non-metric TPU debugging.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/gke-tpu-metrics-monitoring"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2425,8 +2553,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-upgrades"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2441,8 +2569,8 @@
         "ref": "main",
         "path": "skills/cloud/gke-workload-scaling"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2457,8 +2585,24 @@
         "ref": "main",
         "path": "skills/cloud/gke-workload-security"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/gke-workload-troubleshooting",
+      "name": "gke-workload-troubleshooting",
+      "description": "Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or crash repeatedly. Don't use for GKE cluster infrastructure provisioning, node pool creation, or non-Kubernetes Google Cloud services.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/gke-workload-troubleshooting"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2473,8 +2617,8 @@
         "ref": "main",
         "path": "skills/ads/google-ads-api-account-diagnostics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2489,8 +2633,8 @@
         "ref": "main",
         "path": "skills/ads/google-ads-api-mcp-setup"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2505,8 +2649,8 @@
         "ref": "main",
         "path": "skills/ads/google-ads-api-quickstart"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2521,8 +2665,8 @@
         "ref": "main",
         "path": "skills/cloud/google-agents-cli-onboarding"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2537,8 +2681,8 @@
         "ref": "main",
         "path": "skills/analytics/google-analytics-admin-api-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2553,8 +2697,8 @@
         "ref": "main",
         "path": "skills/analytics/google-analytics-data-api-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2569,8 +2713,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-global-frontend-configuration"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2585,8 +2729,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-networking-observability"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2601,8 +2745,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-recipe-auth"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2617,8 +2761,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-recipe-foundation-builder"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2633,8 +2777,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-recipe-onboarding"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2649,8 +2793,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-agentic-ai-bidirectional-streaming"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2665,8 +2809,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-agentic-ai-borderless-data-lakehouse"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2681,8 +2825,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-agentic-ai-data-science-workflow"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2697,8 +2841,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-agentic-analytics-spark-knowledge-catalog"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2713,8 +2857,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-architecture"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2729,8 +2873,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-build-deploy-agents"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2745,8 +2889,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-guided-gke-ai-migration"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2761,8 +2905,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-n-tier-serverless-web-app"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2777,8 +2921,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-solution-rag-enterprise-search-gke-sqldb"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2793,8 +2937,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-storage-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2809,8 +2953,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-cost-optimization"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2825,8 +2969,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-operational-excellence"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2841,8 +2985,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-performance-optimization"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2857,8 +3001,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-reliability"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2873,8 +3017,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-security"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2889,8 +3033,8 @@
         "ref": "main",
         "path": "skills/cloud/google-cloud-waf-sustainability"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2905,8 +3049,8 @@
         "ref": "main",
         "path": "skills/ads/google-mobile-ads-android-migrate-to-next-gen"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2921,8 +3065,8 @@
         "ref": "main",
         "path": "skills/ads/google-mobile-ads-banner"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2937,8 +3081,8 @@
         "ref": "main",
         "path": "skills/ads/google-mobile-ads-get-started"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2953,8 +3097,8 @@
         "ref": "main",
         "path": "skills/ads/google-mobile-ads-interstitial"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2969,8 +3113,8 @@
         "ref": "main",
         "path": "skills/ads/google-mobile-ads-rewarded"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -2985,8 +3129,24 @@
         "ref": "main",
         "path": "skills/ads/ima-sdk-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
+      "provenance": "curated",
+      "sourceId": "google-skills"
+    },
+    {
+      "id": "google-skills/spanner-basics",
+      "name": "spanner-basics",
+      "description": "Assists in provisioning instances and databases, designing performant schemas, and querying data in Spanner. Use when designing primary keys, writing SQL queries or client library code, or diagnosing performance issues.",
+      "tags": [],
+      "format": "skill-md",
+      "source": {
+        "repo": "google/skills",
+        "ref": "main",
+        "path": "skills/cloud/spanner-basics"
+      },
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -3001,8 +3161,8 @@
         "ref": "main",
         "path": "skills/cloud/workload-manager-basics"
       },
-      "stars": 15256,
-      "updatedAt": "2026-07-24T22:43:18Z",
+      "stars": 15368,
+      "updatedAt": "2026-08-01T03:59:29Z",
       "provenance": "curated",
       "sourceId": "google-skills"
     },
@@ -3017,8 +3177,8 @@
         "ref": "main",
         "path": "skills/hf-cli"
       },
-      "stars": 10873,
-      "updatedAt": "2026-07-25T04:31:32Z",
+      "stars": 10884,
+      "updatedAt": "2026-07-30T14:14:44Z",
       "provenance": "curated",
       "sourceId": "huggingface-skills"
     },
@@ -3033,8 +3193,8 @@
         "ref": "main",
         "path": "skills/hf-cloud-aws-context-discovery"
       },
-      "stars": 10873,
-      "updatedAt": "2026-07-25T04:31:32Z",
+      "stars": 10884,
+      "updatedAt": "2026-07-30T14:14:44Z",
       "provenance": "curated",
       "sourceId": "huggingface-skills"
     },
@@ -3049,8 +3209,8 @@
         "ref": "main",
         "path": "skills/hf-cloud-python-env-setup"
       },
-      "stars": 10873,
-      "updatedAt": "2026-07-25T04:31:32Z",
+      "stars": 10884,
+      "updatedAt": "2026-07-30T14:14:44Z",
       "provenance": "curated",
       "sourceId": "huggingface-skills"
     },
@@ -3065,8 +3225,8 @@
         "ref": "main",
         "path": "skills/hf-cloud-sagemaker-deployment-planner"
       },
-      "stars": 10873,
-      "updatedAt": "2026-07-25T04:31:32Z",
+      "stars": 10884,
+      "updatedAt": "2026-07-30T14:14:44Z",
       "provenance": "curated",
       "sourceId": "huggingface-skills"
     },
@@ -3081,8 +3241,8 @@
         "ref": "main",
         "path": "skills/hf-cloud-sagemaker-iam-preflight"
       },
-      "stars": 10873,
-      "updatedAt": "2026-07-25T04:31:32Z",
+      "stars": 10884,
+      "updatedAt": "2026-07-30T14:14:44Z",
       "provenance": "curated",
       "sourceId": "huggingface-skills"
     },
@@ -3097,8 +3257,8 @@
         "ref": "main",
         "path": "skills/hf-cloud-sagemaker-production-defaults"
       },
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@@ -8361,7 +8521,7 @@
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@@ -8377,7 +8537,7 @@
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@@ -8393,7 +8553,7 @@
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@@ -8409,7 +8569,7 @@
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@@ -8425,7 +8585,7 @@
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