📦 deps(thirdparty): update snapshots

antigravity-awesome-skills/docs/maintainers/smart-auto-categorization.md

@@ -9,26 +9,28 @@ The skill collection now uses intelligent auto-categorization to eliminate "unca
 ✅ Current repository indexed through the generated catalog
 - Most skills are in meaningful categories
 - A smaller tail still needs manual review or better keyword coverage
-- 11 primary categories
-- Categories sorted by skill count (most first)
+- `skills_index.json` is the source of truth for current category labels and counts
+- Category filters should be derived from the generated index at build time
 
 ## Category Distribution
 
-| Category | Count | Examples |
-|----------|-------|----------|
-| Backend | 164 | Node.js, Django, Express, FastAPI |
-| Web Development | 107 | React, Vue, Tailwind, CSS |
-| Automation | 103 | Workflow, Scripting, RPA |
-| DevOps | 83 | Docker, Kubernetes, CI/CD, Git |
-| AI/ML | 79 | TensorFlow, PyTorch, NLP, LLM |
-| Content | 47 | Documentation, SEO, Writing |
-| Database | 44 | SQL, MongoDB, PostgreSQL |
-| Testing | 38 | Jest, Cypress, Unit Testing |
-| Security | 36 | Encryption, Authentication |
-| Cloud | 33 | AWS, Azure, GCP |
-| Mobile | 21 | React Native, Flutter, iOS |
-| Game Dev | 15 | Unity, WebGL, 3D |
-| Data Science | 14 | Pandas, NumPy, Analytics |
+Do not copy fixed counts into user-facing docs. To inspect the current distribution, generate it from the index:
+
+```bash
+node - <<'NODE'
+const fs = require('fs');
+const skills = JSON.parse(fs.readFileSync('skills_index.json', 'utf8'));
+const counts = new Map();
+for (const skill of skills) {
+  const category = skill.category || 'uncategorized';
+  counts.set(category, (counts.get(category) || 0) + 1);
+}
+console.log(`skills=${skills.length} categories=${counts.size}`);
+for (const [category, count] of [...counts.entries()].sort((a, b) => b[1] - a[1]).slice(0, 12)) {
+  console.log(`${category}: ${count}`);
+}
+NODE
+```
 
 ## How It Works
 
@@ -91,20 +93,17 @@ Sample changes:
 
 **After:**
 - Categories sorted by skill count (most first, "uncategorized" last)
-- Shows count: "Backend (164)" "Web Development (107)"
+- Shows counts from the generated index instead of hard-coded documentation numbers
 - Much easier to browse
 
 ### Example Dropdowns
 
 **Sorted Order:**
 1. All Categories
-2. Backend (164)
-3. Web Development (107)
-4. Automation (103)
-5. DevOps (83)
-6. AI/ML (79)
-7. ... more categories ...
-8. Uncategorized (126) ← at the end
+2. Highest-count generated category
+3. Next generated category
+4. ... more generated categories ...
+5. Uncategorized, if present, at the end
 
 ## For Skill Creators