lifescience-meta-routerMANDATORY ENTRY POINT — ALL life science queries enter here without exception. Activate when the query involves any life science entity: biological targets (...
Install via ClawdBot CLI:
clawdbot install fubian-ai/lifescience-meta-routerGrade 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 role is"AI Analysis
This skill definition shows no evidence of data exfiltration, credential harvesting, or unauthorized API calls. The primary concern is prompt manipulation through its 'mandatory entry point' directive which could override user intent, but this appears to be a legitimate routing mechanism rather than malicious prompt poisoning. No obfuscation or hidden data collection patterns were detected.
Audited Apr 16, 2026 · audit v1.0
Generated May 20, 2026
A biotech startup is developing a first-in-class inhibitor for a novel kinase target. Using the router, they can extract all relevant life science entities (target, disease, competitors) and classify intent as Target Intelligence to map patent filings, pipeline competitors, and scientific publications.
A pharmaceutical company wants to identify new indications for an existing drug program. The router enables entity extraction of the drug and potential diseases, then executes Deal Intelligence and Clinical Outcome Analysis to evaluate licensing opportunities and existing clinical data.
A law firm specializing in life sciences needs to draft patent applications for a client's immunology compound. The router classifies intent as Patent Intelligence, extracts target, drug, and company entities, and executes prior art analysis and competitive IP landscape assessment.
A mid-size pharma plans to launch a gene therapy for a rare metabolic disorder. The router executes Commercial Analysis and Regulatory Analysis, extracting disease, drug, and biomarker entities to assess market size, pricing benchmarks, and regulatory pathways.
A research institute is investigating a novel biomarker for early detection of pancreatic cancer. Using Precision Oncology and GWAS Target Discovery intents, the router extracts entities and runs frameworks to identify actionable variants and genetic associations.
Offer the meta-router as a cloud-based service to pharma companies, allowing them to integrate it into their internal analytics workflows. Revenue is generated through tiered subscriptions based on query volume and number of users.
Provide high-touch consulting engagements where the router is used to generate customized competitive landscapes, deal evaluations, or regulatory strategies for clients. Revenue comes from project-based fees or retainers.
License the router's entity extraction and intent classification capabilities as an API for integration into larger pharma intelligence platforms. Revenue is generated through per-API-call pricing or flat annual licensing fees.
💬 Integration Tip
To integrate the meta-router, ensure all team members understand that it must serve as the single entry point for any life science query and that they must not bypass it by going directly to other skills.
Scored Jul 11, 2026
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