Ansatz Designer
SkillMediaParameterized quantum circuit (ansatz) design skill for variational algorithms
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Ansatz Designer skill
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/quantum-computing/skills/ansatz-designer/SKILL.md and read by ahel’s review.
Purpose
Provides expert guidance on designing parameterized quantum circuits (ansatze) for variational quantum algorithms, balancing expressibility with trainability.
Capabilities
- Hardware-efficient ansatz generation
- UCCSD ansatz construction
- ADAPT-VQE ansatz building
- Expressibility analysis
- Barren plateau detection
- Custom ansatz templates
- Entanglement structure design
- Layer depth optimization
Usage Guidelines
- Problem Analysis: Determine ansatz requirements based on target Hamiltonian
- Architecture Selection: Choose between hardware-efficient and problem-inspired ansatze
- Expressibility Testing: Evaluate ansatz capacity to represent target states
- Trainability Assessment: Check for barren plateau indicators
- Hardware Adaptation: Modify ansatz for target hardware connectivity
Tools/Libraries
- Qiskit Nature
- PennyLane
- Cirq
- TensorFlow Quantum
Signals
- GitHub stars
- 2k
- Forks
- 112
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
ansatz-designer- Source
- github.com/a5c-ai/babysitter