network-tox-docking-research-plannerGenerates four-tier network toxicology and molecular docking research plans from a toxicant and disease input, detailing targets, pathways, docking, workflow...
Install via ClawdBot CLI:
clawdbot install shanruoyu/network-tox-docking-research-plannerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A PhD student in environmental toxicology needs to design a study on how bisphenol A (BPA) contributes to breast cancer via molecular mechanisms. This skill helps generate a structured research plan with four workload tiers, including target prediction, PPI network analysis, and docking simulations, suitable for grant applications or thesis proposals.
A pharmaceutical company investigates potential off-target toxic effects of a drug residue, such as triclosan, on cardiovascular disease. The skill provides a computational framework to predict shared molecular targets and docking interactions, aiding in early-stage risk evaluation and regulatory compliance.
A government agency analyzes the impact of PFAS (per- and polyfluoroalkyl substances) on thyroid disorders to inform public health policies. The skill generates evidence-based research designs with validation strategies, supporting data-driven decision-making for environmental regulations.
A consumer goods manufacturer assesses heavy metals like cadmium in products for links to neurological diseases. The skill outlines a network toxicology and docking study to identify hub genes and pathways, helping prioritize lab testing and mitigate liability risks.
A CRO offers toxicology study design services to clients investigating food contaminants and their role in metabolic syndromes. The skill enables rapid generation of customizable plans (Lite to Publication+ tiers), streamlining project scoping and client deliverables.
Offer monthly or annual subscriptions for researchers and institutions to access the skill for unlimited study designs. Include tiered plans with features like priority support or custom pattern libraries, generating recurring revenue from academic and corporate users.
Provide a free version for generating Lite-tier plans with basic outputs, while charging for advanced features such as detailed validation strategies or multi-toxicant analyses. Upsell to Standard or Publication+ tiers for one-time fees or credits.
Sell annual enterprise licenses to universities, pharmaceutical companies, or government agencies, allowing unlimited usage across teams. Include customization options, integration with internal data systems, and dedicated training or support services.
💬 Integration Tip
Integrate this skill with data-execution tools like STRING or CB-Dock2 APIs to automate parts of the workflow, reducing manual steps and enhancing efficiency for users.
Scored Apr 19, 2026
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