openclaw-aisa-search-website-academic-tavily-serp-exaIntelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.
Install via ClawdBot CLI:
clawdbot install 0xjordansg-yolo/openclaw-aisa-search-website-academic-tavily-serp-exaGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.aisa.one/apis/v1/scholar/search/web?query=AI+frameworks&max_num_resuCalls external URL not in known-safe list
https://openclaw.aiAI Analysis
The skill sends user queries to a documented external API (api.aisa.one) for search functionality, which is consistent with its stated purpose. While the external endpoint is not on a pre-approved list, there is no evidence of credential harvesting, hidden instructions, or obfuscation. The primary risk is data sharing with a third-party service, not overt malicious behavior.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Researchers can use the skill to search for recent academic papers and web articles on specific topics, with confidence scoring to prioritize high-quality sources. It supports year filters for scholarly searches, enabling comprehensive reviews of emerging fields like transformer architectures.
Business analysts can leverage the skill to retrieve web articles and Tavily data on market trends, such as AI startup funding, with meta-analysis to assess source agreement. This aids in competitive analysis and strategic decision-making based on reliable information.
Journalists or media professionals can use the skill to aggregate latest news from multiple sources, with confidence scoring to evaluate credibility. It helps in synthesizing reports on topics like quantum computing breakthroughs while minimizing misinformation.
Developers can perform smart searches combining web and academic sources to explore RAG frameworks or other technologies. The confidence scoring provides insights into source reliability, supporting informed tool selection and implementation.
Content creators can utilize the skill to gather information from diverse sources for articles or videos, with Tavily integration for advanced web crawling. The meta-analysis helps synthesize accurate and up-to-date content on topics like autonomous agents.
Offer the search functionality as a paid API subscription, charging based on usage tiers or number of queries. This model targets developers and businesses needing integrated multi-source retrieval with confidence scoring for their applications.
Provide customized enterprise packages with enhanced features like dedicated support, higher query limits, and on-premise deployment. This caters to large organizations requiring robust research tools for internal teams.
Offer a free tier with basic search capabilities and limited queries, while premium tiers unlock advanced features such as higher confidence scoring details, Tavily integrations, and priority access. This attracts a broad user base and converts heavy users.
💬 Integration Tip
Ensure the AISA_API_KEY is securely set as an environment variable and use the provided curl commands to test endpoints before full integration into agent workflows.
Scored Apr 19, 2026
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