feat(p0-r3): implement pre-extracted template configurations system

Major Features:
- Pre-extracted 197 node configurations from 2,646 workflow templates
- Removed get_node_for_task tool (28% failure rate, 31 tasks)
- Enhanced search_nodes and get_node_essentials with includeExamples parameter
- 30-60x faster queries (<1ms vs 30-60ms)

Database Schema:
- New table: template_node_configs with optimized indexes
- New view: ranked_node_configs for top 5 configs per node
- Migration script: add-template-node-configs.sql

Template Processing:
- extractNodeConfigs: Extract configs from workflow templates
- detectExpressions: Identify n8n expressions ({{...}}, $json, $node)
- insertAndRankConfigs: Rank by popularity, keep top 10 per node

Tool Enhancements:
- search_nodes: Added includeExamples parameter (top 2 configs)
- get_node_essentials: Added includeExamples parameter (top 3 configs)

CLI Features:
- --extract-only: Extract configs without fetching new templates
- Automatic table creation if missing

Breaking Changes:
- Removed get_node_for_task tool
- Use search_nodes({includeExamples: true}) or get_node_essentials({includeExamples: true}) instead

Performance:
- Query time: <1ms for pre-extracted configs
- 85x more examples (2,646 vs 31)
- Database size increase: ~197 configs stored

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

package.json

@@ -38,6 +38,7 @@
     "update:n8n:check": "node scripts/update-n8n-deps.js --dry-run",
     "fetch:templates": "node dist/scripts/fetch-templates.js",
     "fetch:templates:update": "node dist/scripts/fetch-templates.js --update",
+    "fetch:templates:extract": "node dist/scripts/fetch-templates.js --extract-only",
     "fetch:templates:robust": "node dist/scripts/fetch-templates-robust.js",
     "prebuild:fts5": "npx tsx scripts/prebuild-fts5.ts",
     "test:templates": "node dist/scripts/test-templates.js",