From agent-almanac
Develops HPLC methods: define separation goals, select column chemistry and mobile phase, optimize gradient and flow, choose detector, and evaluate performance for target analytes.
How this skill is triggered — by the user, by Claude, or both
Slash command
/agent-almanac:develop-hplc-methodThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
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.
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.
Expected: A specification document listing analytes with physicochemical properties, matrix description, performance criteria, and isocratic vs. gradient decision.
On failure: 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.
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 |
Expected: Column chemistry, dimensions, and particle size selected with justification based on analyte properties.
On failure: 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).
Expected: Mobile phase composition (organic, aqueous, buffer/additive, pH) and gradient profile defined, with a scouting run confirming analyte elution within the programmed window.
On failure: 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.
Expected: Flow rate and column temperature optimized with backpressure within limits, resolution maintained or improved relative to initial conditions.
On failure: 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.
| 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 |
Expected: Detector selected and configured (wavelength, gain, acquisition rate) appropriate for analyte chemistry and sensitivity requirements.
On failure: 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.
Expected: All system suitability criteria met; method resolves target analytes from matrix interferents and known degradation products; parameters documented for transfer.
On failure: 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.
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