Screen solvent and co-solvent systems to improve solubility of a poorly soluble compound, ranking solvent blends and flagging formulation strategies (co-solvency, pH adjustment, surfactants) — orchestrating Paramus solubility-prediction and property tools.When to use: a user needs to raise the solubility of a hard-to-dissolve active.Multi-tool WORKFLOW with solubilization-strategy judgment.
Paramus — Solubility Formulation Screen
Overview
Improve the solubility of a poorly soluble compound: rank solvent/co-solvent blends and flag solubilization strategies. The value is the solvent-system screen + strategy triage, not one prediction.
Guidance vs execution: solubility and property estimates come from tested Paramus tools. Treat outputs as screening guidance to prioritize experimental confirmation.
When to Use
- Raising solubility of a hard-to-dissolve active
- Choosing among co-solvency, pH adjustment, or surfactant strategies Do not use for: full formulation optimization (use property optimization) or definitive solubility measurement.
Workflow
Compound + target solubility + acceptable solvents/constraints
↓ 1. Characterize solute → logP, pKa, polarity, H-bonding
↓ 2. Screen solvent/co-solvent sets → predicted solubility per blend
↓ 3. Evaluate strategies → co-solvency / pH / surfactant
↓ 4. Rank blends & strategies → feasibility + predicted gain
↓ 5. Emit recommendation → shortlist + rationale + provenance
Procedure
- Discover tools via
search/get_schema("solubility", "co-solvent", "logP", "mixture"). - Characterize the solute (logP, pKa, polarity, H-bonding capacity).
- Screen candidate solvent and co-solvent systems for predicted solubility.
- Evaluate solubilization strategies against constraints.
- Rank blends and strategies by feasibility and predicted gain.
- Emit a recommended shortlist with rationale and provenance.
Domain Judgment
- Match strategy to the molecule: pH adjustment only helps ionizable compounds.
- Respect route/regulatory limits on solvents — a high-solubility solvent may be non-viable.
- Predicted solubility guides ranking; confirm the top candidates experimentally.
Fallbacks
- Solubility tool unavailable → deliver a manual solvent-selection rationale (polarity/H-bonding), clearly scoped.
- Endpoint unreachable → stop and report; do not fabricate solubility numbers.
Tools this skill may use
Candidate deterministic tools an agent is likely to route to when running this skill. The skill decides which to call at runtime.
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Get Hansen Solubility Parameters
ThermodynamicsUse when predicting polymer-solvent compatibility or formulating coatings and adhesives. -
Get Solubility Parameter
ThermodynamicsUser is evaluating solvent compatibility or polymer-solvent interactions using Hansen/Hildebrand parameters. -
Calculate Logp
Molecular ChemistryAssessing lipophilicity for drug design, ADMET prediction, and membrane permeability studies -
Calculate Properties Batch
Molecular ChemistryCalculate multiple molecular properties for a list of SMILES strings in one call. Returns a structured table. Supports MW, LogP, TPSA, HBD, HBA, rotatable bonds, QED, formula, and more. Up to 200 molecules per batch. Partial success: invalid SMILES are reported as errors without stopping the batch.
Browse the full deterministic layer in the tool browser.
Used in these use cases
Customer scenarios that orchestrate this skill end-to-end.