alvis2-academic-deep-researchTransparent, rigorous research with full methodology �?not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per t...
Install via ClawdBot CLI:
clawdbot install alvisdunlop/alvis2-academic-deep-researchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Your purpose is"Calls external URL not in known-safe list
https://github.com/kesslerio/academic-deep-research-clawhub-skillAI Analysis
The skill's prompt contains self-referential instructions ('Your purpose is') which is a weak prompt poisoning signal, but these are standard instructions for role definition, not malicious overrides. The external GitHub URL is for documentation/attribution, not an active API endpoint for data exfiltration. No credential harvesting, hidden instructions, or obfuscation is present.
Audited Apr 17, 2026 · audit v1.0
Generated May 6, 2026
A graduate student uses the skill to conduct an exhaustive literature review on a specific research topic, ensuring APA 7th citations and evidence hierarchy for their thesis.
A business analyst deep-dives into competitors' strategies, market trends, and product offerings to produce a rigorous competitive analysis report with multi-source verification.
A policy researcher investigates the impact of a proposed regulation using exhaustive research cycles, documenting contradictions and limitations for evidence-based recommendations.
A healthcare researcher synthesizes clinical studies on a new treatment, following mandated research cycles to validate claims and assess evidence quality.
A tech consultant researches emerging technologies (e.g., AI, blockchain) by exploring multiple themes and contradictions to provide a balanced, in-depth trend report.
Offers basic research capabilities for free, with a paid subscription for deeper cycles, parallel sessions, and priority support.
Charges companies per research project or monthly retainer for on-demand, rigorous research with dedicated research agents and custom reporting.
Allows users to publish and sell deep research reports generated by the skill, taking a commission on each sale.
💬 Integration Tip
Integrate with internal knowledge bases via memory_search/memory_get to cross-reference prior research and ensure consistency across projects.
Scored May 6, 2026
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per t...
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