Back to Registry

Official Verified

serial-dilution-calculator

Generate qPCR/ELISA dilution protocols with precise pipetting steps

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/aipoch-ai/serial-dilution-calculator

Download Source Code (.zip)

Serial Dilution Calculator

Step-by-step dilution protocol generator.

Use Cases

qPCR standard curves
ELISA plate setup
Drug dose responses
MIC determinations

Parameters

starting_conc: Stock concentration
final_conc: Target concentration
dilution_factor: Step dilution
total_volume: Per well volume

Returns

Pipetting scheme table
Required volumes
Plate layout suggestion
Common pitfall warnings

Example

"Take 10uL stock + 90uL diluent for 1:10..."

Risk Assessment

Risk Indicator	Assessment	Level
Code Execution	Python/R scripts executed locally	Medium
Network Access	No external API calls	Low
File System Access	Read input files, write output files	Medium
Instruction Tampering	Standard prompt guidelines	Low
Data Exposure	Output files saved to workspace	Low

Security Checklist

No hardcoded credentials or API keys
No unauthorized file system access (../)
Output does not expose sensitive information
Prompt injection protections in place
Input file paths validated (no ../ traversal)
Output directory restricted to workspace
Script execution in sandboxed environment
Error messages sanitized (no stack traces exposed)
Dependencies audited

Prerequisites

No additional Python packages required.

Evaluation Criteria

Success Metrics

Successfully executes main functionality
Output meets quality standards
Handles edge cases gracefully
Performance is acceptable

Test Cases

Basic Functionality: Standard input → Expected output
Edge Case: Invalid input → Graceful error handling
Performance: Large dataset → Acceptable processing time

Lifecycle Status

Current Stage: Draft
Next Review Date: 2026-03-06
Known Issues: None
Planned Improvements:
- Performance optimization
- Additional feature support

Read Full Documentation on GitHub

Metadata

Author@aipoch-ai

Stars4473

Updated2026-05-01

View Author Profile

AI Skill Finder

Not sure this is the right skill?

Describe what you want to build — we'll match you to the best skill from 16,000+ options.

Find the right skill

Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-aipoch-ai-serial-dilution-calculator": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

Related Skills

mechanism-flowchart

Generates Mermaid flowchart code and visual diagrams for pathophysiological.

aipoch-ai 4473

reference-style-sync

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

aipoch-ai 4473

clinical-data-cleaner

Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling missing values in clinical studies, detecting outliers in lab results, or converting raw CRF data to CDISC format. Cleans and standardizes clinical trial data for regulatory compliance with audit trails.

aipoch-ai 4473

metagenomic-krona-chart

Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch-ai 4473

anatomy-quiz-master

Generate interactive anatomy quizzes for medical education with multiple question types, difficulty levels, and anatomical regions. Supports gross anatomy, neuroanatomy, and clinical correlations for self-assessment and exam preparation.

aipoch-ai 4473