Ligand Exchange Protocol Manager

SkillDev tools

Surface chemistry skill for managing ligand exchange reactions, bioconjugation protocols, and functional group quantification

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Ligand Exchange Protocol Manager skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/nanotechnology/skills/ligand-exchange-protocol-manager/SKILL.md and read by ahel’s review.

Purpose

The Ligand Exchange Protocol Manager skill provides systematic management of surface functionalization reactions for nanoparticles, enabling controlled ligand exchange, bioconjugation, and quantification of surface functional groups.

Capabilities

  • Ligand exchange reaction design
  • Bioconjugation chemistry selection
  • Click chemistry protocols
  • Functional group quantification (TNBS, Ellman's)
  • Conjugation efficiency optimization
  • Surface coverage calculation

Usage Guidelines

Ligand Exchange Design

  1. Chemistry Selection

    • Match incoming ligand affinity
    • Consider exchange kinetics
    • Optimize solvent system
  2. Bioconjugation Protocols

    • EDC/NHS for carboxyl-amine coupling
    • Maleimide-thiol for cysteine targeting
    • Click chemistry for orthogonal conjugation
  3. Surface Coverage Quantification

    • UV-Vis for chromophoric ligands
    • TGA for organic content
    • XPS for elemental analysis

Process Integration

  • Nanomaterial Surface Functionalization Pipeline
  • Nanoparticle Drug Delivery System Development
  • Nanosensor Development and Validation Pipeline

Input Schema

{
  "nanoparticle_type": "string",
  "current_ligand": "string",
  "target_ligand": "string",
  "target_functionality": "amine|carboxyl|thiol|azide|alkyne",
  "conjugation_target": "string (optional)"
}

Output Schema

{
  "exchange_protocol": {
    "solvent": "string",
    "temperature": "number (C)",
    "duration": "number (hours)",
    "ligand_excess": "number (equivalents)"
  },
  "expected_coverage": "number (molecules/nm2)",
  "verification_methods": ["string"],
  "stability_notes": "string"
}

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
ligand-exchange-protocol-manager
Source
github.com/a5c-ai/babysitter