cy0752

Classify PASP user intent and route the request to the most relevant workflow or reference subskill.

Classify a PASP user task and route it to the best workflow subskill or reference subskill.

Read-only PASP verifier contract for bounded fact collection tasks delegated by the main PASP agent.

Guide PASP GA global structure search workflows.

Guide PASP tight-binding model construction and analysis.

Guide spin-induced polarization and KNB-related PASP workflows.

Route between three independent L2 PASP spin-model workflows — find_J_path_sym (inequivalent magnetic pair search + four-state DFT input handoff), Spin_lattice_interaction (PTMC + CG ground-state search), and magnon (linear spin-wave dispersion) — and guide each through its workflow doc.

Guide effective Hamiltonian construction and fitting workflows.

Prepare ABACUS calculation inputs from CIF/POSCAR with default settings and generate per-structure INPUT/KPT/STRU run directories.

Prepare and submit HamGNN inference jobs through the canonical HamGNN Inspire submit flow.

Prepare HamGNN training configs and run locally or submit through the canonical HamGNN Inspire flow.

Prepare split-local OpenMX preprocessing inputs and submit recognized OpenMX processing jobs through `inspire-openmx-submit`.

Legacy compatibility wrapper for Inspire remote job submission. Redirect to `inspire-cli-training-submit` for the canonical generic submission flow.

Structure-file-driven OpenMX/ABACUS-to-HamGNN training pipeline. Use when users provide a crystal structure file such as CIF or POSCAR and want to build a perturbed CIF dataset, run DFT preprocessing (OpenMX by default, ABACUS when explicitly requested), and train a HamGNN model, stopping at the trained checkpoint.