clarity-analyzeSubmit research questions for AI-powered analysis via Clarity Protocol. Use when the user asks to analyze a protein variant, ask a research question, get AI...
Install via ClawdBot CLI:
clawdbot install clarityprotocol/clarity-analyzeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clarityprotocol.ioAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
A clinical genetics lab uses the skill to interpret novel protein variants identified in patient sequencing. By submitting questions about pathogenicity and clinical significance, analysts receive AI-powered reports grounded in ClinVar, gnomAD, and literature, accelerating diagnostic workflows and reducing manual literature review time.
A pharmaceutical research team employs the skill to analyze mutations in target proteins during early-stage drug discovery. Questions about structural impacts and functional effects leverage AlphaFold predictions and Open Targets data, helping prioritize therapeutic candidates and understand mutation-driven resistance mechanisms.
University researchers use the skill to explore protein variants in academic studies. By querying aggregated sources like PubMed and agent findings, they gain quick insights into mutation effects on stability or disease associations, supporting hypothesis generation and manuscript preparation without deep bioinformatics expertise.
A biotech startup developing diagnostic tools integrates the skill to analyze variants for assay design. Focusing on clinical and literature data, the AI analysis informs the selection of biomarkers and validation strategies, streamlining product development cycles and enhancing accuracy in variant reporting.
Genetic counselors utilize the skill to prepare for patient consultations by analyzing specific variants. Submitting questions about clinical significance and literature evidence provides concise, data-backed summaries, aiding in patient education and decision-making discussions without requiring extensive manual research.
Offer tiered subscription plans based on daily analysis request limits (e.g., 10/day for basic, 50/day for premium). Revenue is generated through monthly or annual fees, with higher tiers providing priority access, advanced focus options, and extended data source integrations for enterprise clients.
Implement a credit system where users purchase analysis credits upfront, with each question submission consuming a set number of credits. Revenue comes from credit sales, appealing to occasional users or projects with variable analysis needs, and can include bulk discounts to encourage larger purchases.
Provide custom enterprise licenses for large organizations like pharmaceutical companies or research institutes. Revenue is generated through annual licensing fees that include dedicated support, custom data source integrations, and higher rate limits, tailored to specific research or clinical workflows.
💬 Integration Tip
Ensure the CLARITY_WRITE_API_KEY environment variable is securely set before use, and start with simple questions to test rate limits and focus options for optimal results.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
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.
Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.