develop-hplc-method
Acerca de
Esta Habilidad Claude desarrolla métodos de HPLC sistemáticamente guiando a los usuarios en la selección de columnas, optimización de la fase móvil y configuración del detector. Está diseñada para desarrolladores que necesitan crear o refinar métodos de cromatografía para analitos en diversas matrices. La habilidad maneja todo el flujo de trabajo, desde definir los objetivos de separación hasta evaluar el rendimiento inicial del método.
Instalación rápida
Claude Code
Recomendadonpx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/develop-hplc-methodCopia y pega este comando en Claude Code para instalar esta habilidad
Documentación
Develop an HPLC Method
Systematic development of a high-performance liquid chromatography method covering mode selection, column chemistry, mobile phase and gradient design, flow and temperature optimization, detector choice, and iterative refinement for non-volatile, thermally labile, or polar analytes.
When to Use
- Analyzing compounds that are non-volatile, thermally labile, or too polar for GC
- Developing a new HPLC-UV, HPLC-fluorescence, or LC-MS method from scratch
- Adapting a literature or pharmacopeial HPLC method to a different column or instrument
- Improving an existing method that suffers from poor resolution, long run times, or sensitivity issues
- Selecting the appropriate chromatographic mode (reversed-phase, HILIC, ion-exchange, SEC, chiral)
Inputs
Required
- Target analytes: Compound names, structures, molecular weights, pKa values, logP/logD
- Sample matrix: Formulation, biological fluid, environmental extract, or neat solution
- Performance targets: Required resolution, detection limits, quantitation range
Optional
- Reference method: Compendial or literature method to use as a starting point
- Available columns: Inventory of HPLC columns on hand
- Instrument configuration: UHPLC vs. conventional HPLC, available detectors, column oven range
- Throughput requirements: Maximum acceptable run time including re-equilibration
- Regulatory context: ICH, USP, EPA, or other compliance framework
Procedure
Step 1: Define Separation Goals
- Compile analyte properties: molecular weight, pKa, logP (or logD at relevant pH), chromophores, fluorophores, ionizable groups.
- Identify the sample matrix and expected interferents (excipients, endogenous compounds, degradation products).
- Specify performance criteria:
- Resolution between critical pairs (Rs >= 2.0 for regulated methods)
- Detection limits (LOD/LOQ)
- Acceptable run time including gradient re-equilibration
- Determine whether the method is for assay, impurity profiling, dissolution, content uniformity, or cleaning verification -- this drives the validation category.
- Decide between isocratic and gradient elution: use isocratic if all analytes elute within a retention factor range of 2 < k' < 10; otherwise use gradient.
Got: A specification document listing analytes with physicochemical properties, matrix description, performance criteria, and isocratic vs. gradient decision.
If fail: If pKa or logP values are unknown, estimate from structure using prediction tools (ChemAxon, ACD/Labs) or run a scouting gradient on a C18 column at pH 3 and pH 7 to empirically assess retention behavior.
Step 2: Select Column Chemistry
Choose the chromatographic mode and column based on analyte properties.
| Mode | Column Chemistry | Mobile Phase | Best For |
|---|---|---|---|
| Reversed-phase (RP) | C18 (ODS) | Water/ACN or water/MeOH + acid/buffer | Non-polar to moderately polar, most small molecules |
| RP (extended) | C8, phenyl-hexyl, biphenyl | Water/organic + modifier | Shape selectivity, aromatic compounds, positional isomers |
| RP (polar-embedded) | Amide-C18, polar-endcapped C18 | Water/organic, compatible with high aqueous | Polar analytes that elute too early on standard C18 |
| HILIC | Bare silica, amide, zwitterionic | High organic (80-95% ACN) + aqueous buffer | Very polar, hydrophilic compounds (sugars, amino acids, nucleotides) |
| Ion-exchange (IEX) | SAX or SCX | Buffer with ionic strength gradient | Permanently charged species, proteins, oligonucleotides |
| Size-exclusion (SEC) | Diol-bonded silica, polymer | Isocratic aqueous or organic buffer | Protein aggregates, polymers, molecular weight distribution |
| Chiral | Polysaccharide (amylose/cellulose) | Normal-phase or polar organic mode | Enantiomeric separations, chiral purity |
- Default to reversed-phase C18 for small molecules with logP > 0.
- For analytes with logP < 0, evaluate HILIC or ion-exchange.
- Select particle size: sub-2 um for UHPLC (higher efficiency, higher backpressure), 3-5 um for conventional HPLC.
- Select column dimensions: 50-150 mm length, 2.1-4.6 mm ID. Narrower columns save solvent and improve MS sensitivity.
- For chiral separations, screen at least 3-4 chiral stationary phases with different selectors.
Got: Column chemistry, dimensions, and particle size selected with justification based on analyte properties.
If fail: If initial scouting shows poor retention on C18, switch to a more retentive phase (phenyl-hexyl for aromatics) or a different mode (HILIC for polar compounds).
Step 3: Design Mobile Phase and Gradient
- Select organic modifier:
- Acetonitrile (ACN): lower viscosity, sharper peaks, better UV transparency below 210 nm
- Methanol (MeOH): different selectivity, sometimes better for polar analytes, higher viscosity
- Select aqueous component and pH:
- For neutral analytes: water with 0.1% formic acid (MS-compatible) or phosphate buffer (UV only)
- For ionizable analytes: buffer the mobile phase 2 pH units away from analyte pKa to ensure a single ionic form
- pH 2-3 (formic/phosphoric acid): suppresses ionization of acids, good general starting point
- pH 6-8 (ammonium formate/acetate): for basic analytes or when selectivity at low pH is insufficient
- pH 9-11 (ammonium bicarbonate, BEH columns): for very basic compounds on high-pH-stable columns
- Design the gradient:
- Start at 5-10% organic, ramp to 90-95% organic over 10-20 min for initial scouting
- Evaluate the scouting chromatogram to identify the useful organic range
- Narrow the gradient to span only the elution window of interest
- Gradient slope: steeper = faster but lower resolution; shallower = better resolution but longer run
- Include a column wash step (95% organic, 2-3 min) and re-equilibration (initial conditions, 5-10 column volumes).
- For isocratic methods, target k' = 3-8 for the analytes of interest.
Got: Mobile phase composition (organic, aqueous, buffer/additive, pH) and gradient profile defined, with a scouting run confirming analyte elution within the programmed window.
If fail: If selectivity is poor (analytes co-elute despite gradient optimization), change the organic modifier (ACN to MeOH or vice versa), adjust pH by 2 units, or add an ion-pair reagent for charged analytes.
Step 4: Optimize Flow Rate and Temperature
- Set initial flow rate based on column dimensions:
- 4.6 mm ID: 1.0 mL/min
- 3.0 mm ID: 0.4-0.6 mL/min
- 2.1 mm ID: 0.2-0.4 mL/min
- Verify backpressure is within instrument and column limits (typically < 400 bar conventional, < 1200 bar UHPLC).
- Optimize column temperature:
- Start at 30 C for reproducibility (avoid ambient fluctuations)
- Increase to 40-60 C to reduce viscosity, lower backpressure, and sharpen peaks
- For chiral columns, temperature often has a strong effect on enantioselectivity -- screen 15-45 C
- Evaluate the effect of flow rate on resolution: small increases in flow can improve throughput without significant resolution loss if operating near the van Deemter minimum.
- Document the optimal flow rate, column temperature, and resulting backpressure.
Got: Flow rate and column temperature optimized with backpressure within limits, resolution maintained or improved relative to initial conditions.
If fail: If backpressure is too high, reduce flow rate, increase temperature, or switch to a wider-bore or larger-particle column. If resolution degrades at higher temperature, return to 30 C and accept the longer run time.
Step 5: Select the Detector
| Detector | Principle | Sensitivity | Selectivity | Key Considerations |
|---|---|---|---|---|
| UV (single wavelength) | Absorbance at fixed lambda | ng range | Compounds with chromophores | Simple, robust, most common |
| DAD (diode array) | Full UV-Vis spectrum | ng range | Chromophores + spectral ID | Peak purity assessment, library matching |
| Fluorescence (FLD) | Excitation/emission | pg range (10-100x more sensitive than UV) | Native fluorophores or derivatized | Excellent selectivity, requires fluorescent analytes |
| Refractive index (RI) | Bulk property | ug range | Universal (no chromophore needed) | Temperature-sensitive, gradient-incompatible |
| Evaporative light scattering (ELSD) | Nebulization + light scattering | ng range | Universal, non-volatile analytes | Semi-quantitative, non-linear response |
| Charged aerosol (CAD) | Nebulization + corona discharge | ng range | Universal, non-volatile analytes | More uniform response than ELSD |
| Mass spectrometry (MS) | m/z detection | pg-fg range | Structural, highest selectivity | Requires MS-compatible mobile phases |
- For analytes with UV chromophores (aromatic rings, conjugated systems), start with DAD -- it provides both quantitation and peak purity.
- For trace analysis in complex matrices, prefer MS (ESI or APCI) in SIM or MRM mode.
- For compounds without chromophores (sugars, lipids, polymers), use CAD, ELSD, or RI.
- Set detection wavelength at the analyte's absorption maximum (lambda-max) for best sensitivity, or at 210-220 nm for general screening.
- For fluorescence, optimize excitation and emission wavelengths using a spectral scan of the analyte.
- Ensure mobile phase additives are compatible: no phosphate buffers with MS, no UV-absorbing additives at low wavelengths.
Got: Detector selected and configured (wavelength, gain, acquisition rate) appropriate for analyte chemistry and sensitivity requirements.
If fail: If UV sensitivity is insufficient at the required LOQ, consider fluorescence derivatization (e.g., OPA for amines, FMOC for amino acids) or switch to LC-MS/MS for maximum sensitivity and selectivity.
Step 6: Evaluate and Refine
- Inject a system suitability standard 6 times and evaluate:
- Retention time RSD < 1.0%
- Peak area RSD < 2.0%
- Resolution of critical pair >= 2.0
- Tailing factor 0.8-1.5 for all peaks
- Theoretical plates per column specification
- Inject a placebo/matrix blank to check for interference at analyte retention times.
- Inject a stressed or spiked sample to verify the method separates degradation products from the main analyte(s).
- If any criterion fails, adjust one variable at a time:
- Poor resolution: change pH, gradient slope, or column chemistry
- Tailing: add amine modifier (TEA for basic analytes), change buffer, or try a different bonded phase
- Sensitivity: increase injection volume, concentrate the sample, or switch detector
- Lock the final method parameters and document all conditions.
Got: All system suitability criteria met; method resolves target analytes from matrix interferents and known degradation products; parameters documented for transfer.
If fail: If iterative adjustment does not resolve the issue, consider a fundamentally different approach (change chromatographic mode, 2D-LC, or derivatization) and return to Step 2.
Validation
- All target analytes resolved with Rs >= 2.0 for critical pairs
- Retention time RSD < 1.0% across 6 replicate injections
- Peak area RSD < 2.0% across 6 replicate injections
- Tailing factors 0.8-1.5 for all analyte peaks
- No matrix interference at analyte retention times
- Degradation products resolved from main analyte(s)
- Run time (including re-equilibration) meets throughput requirements
- Mobile phase compatible with selected detector
- Method parameters fully documented (column, mobile phase, gradient, flow, temperature, detector)
Pitfalls
- Ignoring mobile phase pH for ionizable analytes: Running at a pH near the analyte's pKa causes split peaks or poor reproducibility because the compound exists in two ionic forms. Buffer at least 2 pH units away from pKa.
- Using phosphate buffers with MS detection: Phosphate is non-volatile and contaminates the MS source. Use formate or acetate buffers for LC-MS work.
- Insufficient re-equilibration after gradient: The column must be flushed with at least 5-10 column volumes of initial mobile phase before the next injection. Inadequate re-equilibration causes retention time drift.
- Selecting too short a column for complex mixtures: While short columns (50 mm) offer speed, they may not provide enough theoretical plates for multi-component separations. Start with 100-150 mm for method development.
- Neglecting system dwell volume: The dwell volume (mixer to column head) delays the gradient reaching the column. This differs between instruments and causes method transfer failures. Measure and document it.
- Running HILIC like reversed-phase: HILIC requires high organic (80-95% ACN) with a small aqueous fraction. Increasing aqueous content increases elution strength -- the opposite of RP. Equilibration times are also longer.
Related Skills
develop-gc-method-- gas chromatography method development for volatile and semi-volatile analytesinterpret-chromatogram-- reading and interpreting HPLC and GC chromatogramstroubleshoot-separation-- diagnosing and fixing peak shape, retention, and resolution problemsvalidate-analytical-method-- formal ICH Q2 validation of the developed HPLC method
Repositorio GitHub
Habilidades relacionadas
executing-plans
DiseñoUtilice la habilidad executing-plans cuando tenga un plan de implementación completo para ejecutar en lotes controlados con puntos de revisión. Esta habilidad carga y revisa críticamente el plan, luego ejecuta tareas en pequeños lotes (por defecto 3 tareas) mientras reporta el progreso entre cada lote para la revisión del arquitecto. Esto asegura una implementación sistemática con puntos de control de calidad integrados.
requesting-code-review
DiseñoEsta habilidad despacha un subagente revisor de código para analizar los cambios en el código frente a los requisitos antes de proceder. Debe usarse después de completar tareas, implementar funciones principales o antes de fusionar con la rama principal. La revisión ayuda a detectar problemas de forma temprana al comparar la implementación actual con el plan original.
connect-mcp-server
DiseñoEsta habilidad proporciona una guía integral para que los desarrolladores conecten servidores MCP a Claude Code mediante transportes HTTP, stdio o SSE. Cubre la instalación, configuración, autenticación y seguridad para integrar servicios externos como GitHub, Notion y APIs personalizadas. Úsala al configurar integraciones MCP, al configurar herramientas externas o al trabajar con el Protocolo de Contexto del Modelo de Claude.
web-cli-teleport
DiseñoEsta habilidad ayuda a los desarrolladores a elegir entre las interfaces web y CLI de Claude Code mediante el análisis de tareas, y luego permite la teletransportación fluida de sesiones entre estos entornos. Optimiza el flujo de trabajo gestionando el estado y el contexto de la sesión al cambiar entre web, CLI o móvil. Úsala para proyectos complejos que requieren diferentes herramientas en varias etapas.
