agent-deep-researchAsync deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structu...
Install via ClawdBot CLI:
clawdbot install 24601/agent-deep-researchGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
/etc/passwdSends data to undocumented external endpoint (potential exfiltration)
report → https://github.com/24601/agent-deep-research/security/advisories/newPotentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://github.com/24601/agent-deep-researchGenerated Mar 20, 2026
Researchers can upload academic papers and use the skill to perform deep research on specific questions, generating structured summaries and identifying gaps in literature. This accelerates literature reviews and supports hypothesis generation.
Business analysts upload competitor reports and market data to conduct RAG-grounded research on industry trends and competitive strategies. The skill outputs detailed reports for strategic decision-making.
Law firms use the skill to analyze legal documents, contracts, and case files by uploading them as context. It helps in extracting key clauses, precedents, and generating legal briefs efficiently.
Developers upload source code directories to research security vulnerabilities, architectural patterns, or documentation gaps. The skill provides insights and recommendations for code improvements.
Medical professionals upload clinical studies and patient data (anonymized) to research treatment efficacy or disease patterns. The skill synthesizes information into actionable reports for healthcare planning.
Offer the skill as a cloud-based service with tiered subscriptions for different usage levels, such as number of research queries or file upload limits. This provides recurring revenue from businesses and researchers.
Integrate the skill into consulting firms' workflows to enhance research capabilities for clients. Charge per project or on a retainer basis for customized research reports and analysis.
License the skill to large enterprises for internal use, such as in R&D departments or legal teams. Include support, customization, and compliance features for a high-value license fee.
💬 Integration Tip
Ensure environment variables like GOOGLE_API_KEY are securely set, and use the --dry-run flag to preview costs and file uploads before executing research tasks.
Scored Apr 19, 2026
Uses known external API (expected, informational)
cloud.google.comAI Analysis
The skill's primary external interaction is with the documented Google Gemini API, which is consistent with its stated purpose. The flagged signals appear to be misinterpretations of documentation (e.g., mentioning /etc/passwd as an example of a sensitive file to avoid, not to access) and references to its own GitHub repository for security reporting, not data exfiltration. The file upload exclusions and credential handling are explicitly documented and appear reasonable.
Audited Apr 16, 2026 · audit v1.0
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