GPAW Task Router

SkillProductivity

Route GPAW DFT requests to task-specific subskills based on user intent. Use when the user asks for GPAW workflows and you must decide between static SCF, relaxation, DOS, or band-structure task preparation. This orchestration skill dispatches to the correct GPAW subskill and enforces consistent handoff to submission skills.

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 GPAW Task Router skill

What this skill tells your AI

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

Use this skill as the top-level GPAW orchestration layer.

Purpose

This skill routes requests to one task-specific GPAW subskill path:

  • dft-gpaw/static
  • dft-gpaw/relax
  • dft-gpaw/dos
  • dft-gpaw/band

Scope

This router skill should:

  • require a user-provided structure or prerequisite run context
  • classify request intent into one GPAW task type
  • collect minimal shared context before dispatch
  • delegate detailed parameter handling to the selected subskill
  • enforce consistent output/handoff policy across subskills

This router skill should not:

  • own full task-specific Python templates for all cases
  • execute or submit calculations
  • bypass subskill-specific guardrails

Hard requirement

The user must provide enough starting context:

  • structure input for static / relax
  • prerequisite ground-state context for dos / band

If prerequisites are missing, stop and ask for them.

Routing rules

  1. If user requests single-point SCF/energy: route to dft-gpaw/static.
  2. If user requests geometry optimization: route to dft-gpaw/relax.
  3. If user requests DOS workflow: route to dft-gpaw/dos.
  4. If user requests band-structure workflow: route to dft-gpaw/band.
  5. If intent is ambiguous, ask one focused clarification question before routing.

Shared policy for all subskills

  • do not invent missing physical parameters
  • do not fabricate restart context/results
  • expose assumptions explicitly
  • return handoff-ready task layout
  • if execution is requested, hand off to dpdisp-submit

Output from router

Provide:

  1. selected subskill path
  2. why it was selected
  3. minimal missing inputs (if any)
  4. explicit next step (invoke selected subskill)

Signals

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