denario-skillAutomates scientific research by generating ideas, methodology, results, papers, and citations using the Denario framework with Z.ai integration.
Install via ClawdBot CLI:
clawdbot install jmanhype/denario-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
$OPENAIHardcoded API key or token pattern found in skill definition
pplx-bd350ee...Calls external URL not in known-safe list
https://open.bigmodel.cn/api/coding/paas/v4AI Analysis
The skill requires and sends an API key to an external service (Zhipu AI) not pre-approved in the platform's safe list, creating a potential data exfiltration vector. While the core purpose appears legitimate, the hardcoded key pattern and external call to an undocumented endpoint introduce credential and data transmission risks.
Generated Mar 22, 2026
University researchers use Denario to quickly generate research ideas and develop methodologies for grant proposals. It automates literature review and citation management, saving weeks of manual work.
Biotech companies employ Denario to brainstorm novel drug targets and design experimental protocols. It streamlines hypothesis generation and results analysis, accelerating early-stage R&D cycles.
Consulting firms leverage Denario to generate insights on market trends and compile detailed reports for clients. It automates data analysis and paper drafting, enhancing report quality and turnaround time.
Tech startups use Denario to brainstorm innovative product features and validate methodologies through simulated results. It facilitates rapid prototyping and documentation for investor pitches.
Environmental agencies utilize Denario to develop research methods for climate change projects and generate comprehensive analysis papers. It aids in managing citations and ensuring regulatory compliance.
Offer Denario as a cloud-based platform with tiered subscriptions for individual researchers, academic institutions, and enterprises. Revenue comes from monthly or annual fees based on usage limits and advanced features.
Sell annual licenses to large corporations in biotech, consulting, and tech for internal R&D teams. Includes custom integration support, priority updates, and dedicated training sessions.
Provide a free basic version for idea generation and citation management, with paid upgrades for full pipeline access, advanced analytics, and API integrations. Targets individual researchers and small teams.
💬 Integration Tip
Ensure the OPENAI_API_KEY is set in Clawdbot's environment before use, as Denario requires Z.ai integration for automated research tasks.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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