openclaw-search

Verified·Scanned 2/17/2026

This skill implements an AIsa-powered search client with multi-source retrieval and confidence scoring. It makes network calls to https://api.aisa.one, requires the AISA_API_KEY env var, and includes shell examples to run python3 scripts/search_client.py and curl.

from clawhub.ai·vc667e1f·28.5 KB·0 installs
Scanned from 1.0.0 at c667e1f · Transparency log ↗
$ vett add clawhub.ai/0xjordansg-yolo/openclaw-search

OpenClaw Search 🔍

Intelligent search for autonomous agents with confidence scoring.

Inspired by AIsa Verity - A next-generation search agent with trust-scored answers.

Features

  • Web Search: Structured web results
  • Scholar Search: Academic paper retrieval
  • Smart Search: Intelligent hybrid search
  • Tavily Integration: External validation
  • Verity Mode: Multi-source search with confidence scoring

Quick Start

export AISA_API_KEY="your-key"

# Single source search
python scripts/search_client.py web --query "AI frameworks"
python scripts/search_client.py scholar --query "transformer models"

# Multi-source with confidence scoring
python scripts/search_client.py verity --query "Is quantum computing enterprise-ready?"

Confidence Scoring

The Verity-style search returns a deterministic confidence score (0-100):

ScoreLevelMeaning
90-100Very HighStrong consensus
70-89HighGood agreement
50-69MediumMixed signals
30-49LowConflicting sources
0-29Very LowInsufficient data

Documentation

See SKILL.md for complete API documentation.