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SKILL.md
Compute
ASecurityDomain: `build` | Depth: `axiom`
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- Added September 12, 2026
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[](https://www.skillsdirectory.com/skills/garochee33-compute-dsh)# Skill: Compute
Domain: `build` | Depth: `axiom`
## Capabilities
- High-performance numerical computation (numpy, scipy, numba)
- JIT compilation for CPU/GPU acceleration (numba)
- Scientific computing: optimization, integration, interpolation (scipy)
- Quantum circuit simulation (qiskit, pennylane, cirq)
- GPU tensor compute via Apple MPS (torch)
- Parallel and vectorized operations
## Libraries
| Library | Purpose |
|-----------|---------|
| numpy | Vectorized array compute |
| scipy | Scientific algorithms |
| numba | JIT compilation — CPU/GPU |
| torch | GPU compute via MPS |
| qiskit | Quantum circuit simulation |
| pennylane | Quantum ML and variational circuits |
| cirq | Google quantum framework |
## Module
`agents/skills/compute.py`
## Key Functions
- `jit_compute(fn, *args)` — JIT-compile and run a function
- `optimize(fn, x0)` — numerical optimization
- `fft(signal)` — fast Fourier transform
- `quantum_circuit(gates)` — build and simulate a quantum circuit
- `gpu_tensor(data)` — move tensor to MPS (Apple GPU)
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