Phonopy (Backend-Agnostic)

SkillAI & models

General phonon-workflow skill built around phonopy, independent of force backend. USE WHEN you need to prepare finite-displacement phonon calculations, build force constants, and analyze phonon properties (band structure, DOS, thermal quantities) while obtaining forces from different engines such as VASP, Quantum ESPRESSO, or ML force fields.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Phonopy (Backend-Agnostic) skill

What this skill tells your AI

The instructions your AI receives, as published by jinzhezenggroup/computational-chemistry-agent-skills in analysis/phonopy/SKILL.md and read by ahel’s review.

Use this skill as a general phonon orchestration layer.

It treats force calculation as a pluggable backend step and focuses on phonopy data flow.

Scope

This skill should:

  • generate displacement supercells from a user-provided structure
  • define and validate force-collection requirements
  • build force constants from collected forces
  • run phonon analysis (band, DOS, thermal properties)
  • summarize assumptions and remaining decisions

This skill should not:

  • assume a single force engine
  • fabricate force data
  • submit cluster jobs directly

If execution/submission is required, hand off run steps to submission skills (for example dpdisp-submit) and backend-specific input skills.

Hard requirement

Phonon workflows require both:

  • a valid initial structure (unit cell / primitive context)
  • force data on displaced supercells (or precomputed force constants)

If either is missing, stop and ask for it.

Backend abstraction

Force provider may be one of:

  • DFT backend (for example VASP or QE)
  • ML force field backend (for example DeePMD/LAMMPS)

The role split should be:

  1. phonopy skill: displacement generation, dataset/force-constant assembly, phonon analysis
  2. backend skill: compute forces for each displaced supercell

Expected workflow

  1. Read and validate initial structure.
  2. Confirm phonon objective (band, dos, thermal, combinations).
  3. Choose supercell and displacement settings.
  4. Generate displaced supercells (phonopy -d style).
  5. Route displaced structures to selected backend for force evaluation.
  6. Collect forces and build FORCE_SETS or force constants.
  7. Run requested phonon analysis and export outputs.
  8. Report assumptions, convergence caveats, and next steps.

For concrete command patterns, see references/commands-and-workflow.md.

Parameters to collect

Must provide

  • initial structure file (placeholder examples like structure.ext mean real files such as POSCAR, .cif, or other backend-compatible structure formats)
  • backend choice for force evaluation
  • supercell setting (matrix or size)
  • displacement amplitude (--amplitude policy)
  • target phonon outputs (band, dos, thermal)

Usually should be explicit

  • primitive matrix choice
  • symmetry tolerance settings
  • q-point mesh for DOS/thermal calculations
  • band path definition source (if band requested)

Task-specific

For band:

  • high-symmetry path definition
  • number of points per segment

For dos/thermal:

  • mesh density
  • temperature range/step for thermal properties

Required behavior

  1. Validate structure periodicity and cell.
  2. Make backend boundary explicit before running force steps.
  3. Keep traceable mapping between each displacement and force file.
  4. Check force dataset completeness before force-constant build.
  5. Report non-analytic corrections / long-range settings status when relevant.
  6. Flag unresolved scientific choices instead of guessing silently.

Defaulting policy

Allowed only for low-risk defaults with explicit labels.

Reasonable defaults:

  • finite-displacement workflow as baseline
  • moderate displacement amplitude for first pass
  • standard mesh/band resolution for exploratory analysis

Do not silently invent:

  • backend force results
  • production-level convergence settings
  • band path conventions when crystal standard is unclear

Expected output

Provide:

  1. generated displacement task layout
  2. force-data assembly status (FORCE_SETS/force constants)
  3. requested phonon outputs (band/DOS/thermal files)
  4. explicit assumptions and unresolved decisions
  5. handoff guidance if backend execution/submission is pending

Common failure points

  • missing or inconsistent force files for displacements
  • supercell too small for stable phonon results
  • inconsistent units/conventions across backend outputs
  • imaginary modes caused by insufficient convergence or setup choices
  • unclear band path convention for non-standard cells

Signals

GitHub stars
138
Forks
26
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
phonopy-jinzhezenggroup
Source
github.com/jinzhezenggroup/computational-chemistry-agent-skills