Inorganic chemistry, physical chemistry, and materials science — crystal structures, coordination chemistry, bonding theory (covalency, orbital mixing), symmetry/point groups, thermodynamics, kinetics, spectroscopy interpretation, noble gas compounds, lanthanide/actinide chemistry. Use for questions about crystal systems, unit cells, density calculations, metal complexes, solid-state chemistry, or physical chemistry calculations.
When given crystal structure data, always COMPUTE don't guess:
Calculate unit cell volume for the crystal system:
Verify density: d = (Z * M) / (V * Na * 1e-24) where V in ų, M in g/mol, Na = 6.022e23
Preferred: Use CrystalStructure_validate tool (via MCP/SDK). Fallback: python3 skills/tooluniverse-organic-chemistry/scripts/crystal_validator.py --a X --b Y --c Z --alpha A --beta B --gamma G --Z N --MW M --density D
For batch comparison (find the wrong dataset): Save datasets as JSON array and use
--datasets path/to/datasets.jsonKey reasoning patterns:
python3 skills/tooluniverse-organic-chemistry/scripts/chemistry_facts.py point_groups for point group lookupCOMPUTE DON'T ESTIMATE — write Python code for:
Preferred: Use EquilibriumSolver_calculate tool (via MCP/SDK) with type, ksp, stoich, and other parameters. Fallback: run equilibrium_solver.py directly.
# Simple Ksp: MaXb(s) <-> aM + bX
python3 skills/tooluniverse-inorganic-physical-chemistry/scripts/equilibrium_solver.py \
--type ksp_simple --ksp 5.3e-27 --stoich 1:3
# Ksp + complex formation (e.g., Al(OH)3 in water with Al(OH)4- complex)
python3 skills/tooluniverse-inorganic-physical-chemistry/scripts/equilibrium_solver.py \
--type ksp_kf --ksp 5.3e-27 --kf 1.1e33 --stoich 1:3
# Common ion effect (e.g., AgCl in 0.1M NaCl)
python3 skills/tooluniverse-inorganic-physical-chemistry/scripts/equilibrium_solver.py \
--type common_ion --ksp 1.77e-10 --stoich 1:1 --common-ion 0.1
Key points:
ksp_kf mode solves the full charge-balance system numerically (Newton's method) — accounts for free cation, complex anion, and OH-/H+ simultaneouslyMX_b + X- <-> MX_(b+1)-, K_overall = Ksp * Kfcommon_ion mode uses bisection to solve the exact Ksp expression with extra ion concentration--stoich a:b matching the salt formula (e.g., 1:3 for Al(OH)3, 1:2 for CaF2, 1:1 for AgCl)python3 skills/tooluniverse-organic-chemistry/scripts/chemistry_facts.py for reference data.| Tool | Use For |
|---|---|
PubChem_get_CID_by_compound_name | Get compound CID from name |
PubChem_get_compound_properties_by_CID | Detailed compound data by CID |
ChEMBL_search_molecules | Bioactive compounds |
PubMed_search_articles | Literature on synthesis conditions, properties |
CrystalStructure_validate tool (or crystal_validator.py fallback) | Verify crystal structure data consistency |
EquilibriumSolver_calculate tool (or equilibrium_solver.py fallback) | Ksp, complex formation, common-ion solubility |