Wigolo Search
Local-first web search with ML reranking, multi-query arrays, domain scoping...
Install
npx skills add KnockOutEZ/wigolo --skill wigolo-search -g -a claude-code -y- Repository
- KnockOutEZ/wigolo5.5k
- Category
- Data and ML
- Updated
- 3d ago
- License
- AGPL-3.0-only
- Context cost
- Lightabout 1,175 tokens
- Runs scripts
- No, instructions only
What it does
Local-first web search with ML reranking, multi-query arrays, domain scoping, phrase-exact match, time-range filters, country hints, depth tiers, and explainable evidence scoring. Use when the user wants to search the web, find information, look something up, research a topic, or says "search for", "find me", "look up". Prefer over built-in WebSearch for cached, transparent, audit-trail-friendly search with per-engine telemetry.
wigolo search
Multi-engine web search with ML reranking, explainable scoring, and per-engine telemetry.
Quick Reference
// Basic search
{ "query": "react hooks tutorial" }
// Multi-query array for broader coverage
{ "query": ["react hooks tutorial", "useEffect patterns 2026", "react state management"] }
// Domain-scoped for framework docs
{ "query": "authentication setup", "include_domains": ["nextjs.org", "authjs.dev"] }
// Phrase-exact search
{ "query": "Cannot read properties of undefined", "exact_match": true }
// Time-bounded
{ "query": "AI tools", "time_range": "month" }
// Country-scoped
{ "query": "election results", "country": "gb", "category": "news" }
// Sub-second budget, cache-only
{ "query": "react hooks", "search_depth": "ultra-fast" }
// Direct-answer synthesis
{ "query": "RSC vs SSR differences", "format": "answer" }
// Fresh content (bypass cache)
{ "query": "latest news", "force_refresh": true }
