aisa-search-skillIntelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.
Install via ClawdBot CLI:
clawdbot install bowen-dotcom/aisa-search-skillGrade 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's external API calls (api.aisa.one) are consistent with its stated purpose of multi-source search and appear to be its primary service endpoint, not an unauthorized data sink. No hidden instructions, credential harvesting, or obfuscation were found in the provided definition.
Audited Apr 17, 2026 · audit v1.0
Generated Feb 23, 2026
Researchers can use the skill to search for the latest academic papers and web articles on specific topics, such as transformer architectures or quantum computing, with confidence scoring to assess source reliability. The multi-source retrieval combines scholar, web, and Tavily streams for comprehensive results, aiding in literature reviews and hypothesis validation.
Business analysts can leverage the skill to gather web articles and reviews on AI startup funding or RAG frameworks, using the meta-analysis feature to generate synthesized answers with confidence scores. This helps in monitoring market trends, competitor activities, and making data-driven strategic decisions.
Media professionals can utilize the skill to aggregate the latest news on topics like quantum computing breakthroughs, with Tavily integration for content extraction and crawling. The confidence scoring engine ensures curated content is credible and up-to-date, supporting journalism and content marketing efforts.
Software developers and engineers can employ the skill for smart searches combining web and academic sources on topics like autonomous agents or machine learning optimization. The two-phase retrieval strategy provides detailed insights with source agreement analysis, aiding in technology adoption and development projects.
Compliance officers can use the skill to search for regulatory updates and academic studies on emerging technologies, with confidence scoring to evaluate source quality and recency. This assists in assessing risks, ensuring adherence to standards, and preparing compliance reports with reliable data.
Offer tiered subscription plans based on usage limits, such as number of API calls per month, with premium tiers including advanced features like Tavily integration and higher confidence scoring thresholds. Revenue is generated through monthly or annual fees from businesses and developers integrating the search functionality into their applications.
Provide enterprise licenses for large organizations requiring customized search capabilities, such as white-labeling or integration with internal data sources. Revenue comes from one-time licensing fees and ongoing support contracts, targeting industries like research institutions and corporate R&D departments.
Offer a free tier with basic search capabilities and limited API calls to attract individual users and small teams, while monetizing through premium features like advanced meta-analysis, higher confidence scoring, and priority support. Revenue is generated from upgrades and add-ons for power users and growing businesses.
💬 Integration Tip
Ensure the AISA_API_KEY environment variable is set and use the provided curl commands for quick testing before integrating into applications; consider starting with web search APIs for basic functionality.
Scored Apr 19, 2026
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