⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🛠️ Utilities & Tools

Ihc If Optimizerv1.0.0

Name: Ihc If Optimizer
Author: aipoch-ai

ihc-if-optimizer

aipoch-ai

Optimize IHC/IF protocols for specific tissues and antigens

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

408

Stars

CreatedMar 25, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install aipoch-ai/ihc-if-optimizer

Skill Package2 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B51/100

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

Market Validation1/35

· No tracked installs (may still have manual users)
· 26 downloads (minimal demand)

Documentation17/25

· SKILL.md present
· Moderate documentation (≥1500 chars)
· Contains usage examples or trigger description

Package Completeness8/15

· skillAssets present (1 files)
· Includes scripts or config files

💡

Usage Guide

Generated May 9, 2026

Research scientists (academia and industry)Pathologists and histotechnologistsCore facility managersbeginner

💡 Application Scenarios

Brain Tissue Immunostaining OptimizationBiomedical Research

Researcher optimizing IHC/IF protocols for brain tissue to detect phospho-proteins. The tool recommends citrate retrieval and antibody dilutions, reducing trial-and-error time.

Liver Antigen Retrieval Protocol DevelopmentDiagnostics

Pathology lab developing robust antigen retrieval methods for liver biopsies. The optimizer provides tailored retrieval methods and blocking conditions, improving reproducibility.

Antibody Dilution Optimization for Rare AntigensPharmaceutical R&D

Immunology lab needing optimal antibody dilutions for scarce antigens. The tool suggests starting dilutions and conditions, saving costly reagents.

Fluorescence Panel Design for Multiplex ImagingAcademic Core Facilities

Core imaging facility designing multi-plex IF panels. The optimizer recommends compatible antibodies and counterstains, streamlining panel development.

Tissue Microarray Staining ConsistencyBiobanking

Biobank standardizing IHC across multiple tissue types on a microarray. The tool provides per-spot protocol adjustments, ensuring uniform staining.

💼 Business Models

Freemium SaaSSubscription fees for premium tiers

Free basic optimization for common tissues/antigens, premium for advanced features like batch processing and custom antibody databases.

Enterprise LicenseAnnual per-seat or per-site licensing fees

Pharma and biotech companies license the tool for internal use, integrating with their LIMS and antibody databases.

Pay-Per-Use APITransaction fees per API call

Lab automation platforms integrate the optimizer as an API, charging per optimization query.

💬 Integration Tip

Integrate with existing lab information management systems (LIMS) via the JSON output format to automatically update protocol databases.