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📈 Analytics & BI

Translational Gap Analyzerv1.0.0

Name: Translational Gap Analyzer
Author: aipoch-ai

translational-gap-analyzer

aipoch-ai

Assess translational gaps between preclinical models and human diseases.

latest

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Installs (all time)

Installs (current)

Downloads

806

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CreatedApr 1, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install aipoch-ai/translational-gap-analyzer

Skill Package4 files

📋SKILL.mdmarkdown

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Quality Score

B56/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 125 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation19/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description

Package Completeness8/15

· skillAssets present (3 files)

💡

Usage Guide

Generated May 6, 2026

Preclinical research scientists in pharma and biotechAcademic PIs and lab managers conducting animal studiesClinical development teams evaluating go/no-go decisionsRegulatory affairs professionals preparing submissionsVenture analysts and biotech investors assessing pipelinesbeginner

💡 Application Scenarios

Preclinical Drug Candidate ScreeningPharmaceutical R&D

A pharmaceutical company evaluates multiple mouse models for a novel Alzheimer's drug candidate. The analyzer compares genetic and physiological gaps to identify the most predictive model, reducing late-stage failure risk.

Academic Research Grant ApplicationAcademic Research

A research team uses the analyzer to strengthen an NIH grant proposal by quantifying translational gaps in their zebrafish model for cardiac fibrosis. The structured output helps justify model selection and potential clinical relevance.

Biotech Investor Due DiligenceVenture Capital / Biotech Investing

An investment firm applies the analyzer to assess the translational risk of a biotech startup's preclinical data for a cancer immunotherapy. The gap score informs investment decisions and milestone planning.

Regulatory Submission SupportRegulatory Affairs

A regulatory affairs team uses the analyzer to prepare an FDA briefing document, highlighting translational gaps and risk mitigation plans for a new psychiatric drug. It provides audit-ready evidence of preclinical validity assessment.

Contract Research Organization (CRO) ServiceContract Research

A CRO offers the analyzer as a value-added service to clients, delivering standardized gap reports alongside animal study proposals. It helps clients choose the most appropriate model for their compound.

💼 Business Models

SaaS Platform SubscriptionSubscription fees (e.g., $500/month for basic, $2000/month for enterprise with API access)

Users access the analyzer via a web interface or API on a per-report or monthly subscription basis. The platform includes dashboards for tracking gaps across multiple projects.

Consulting & Custom AnalysisPer-project consulting fees (e.g., $5,000 - $20,000 per assessment)

Expert scientists use the analyzer to produce in-depth, tailored assessments for pharma and biotech clients. Deliverables include a full report with recommendations and follow-up advisories.

Embedded Tool for CROs & Software PlatformsLicensing or usage-based fees (e.g., $50 per analysis run, or annual license fee)

CROs or preclinical data management platforms integrate the analyzer as a module, paying a per-use fee. It becomes a standard component of their service offering.

💬 Integration Tip

To integrate, wrap `scripts/main.py` as a microservice or import key functions into existing data pipelines. The JSON output format makes it easy to combine with other analysis tools or dashboards.