~/research/discovery - bash
Proactive Scientific Capabilities
arxiv-reproduce
Autonomously translates arXiv paper concepts into high-performance, JAX-accelerated code with full validation.
performance-optimize
Scientific execution and memory optimization. JAX scanning, vectorized parallelism, and peak flop utilization.
meta-explorer
High-intensity research agent for circuit architecture discovery and multi-frontier optimization strategies.
tc-rosetta
Seamless translation from legacy frameworks like Qiskit or PennyLane into optimized TC-NG implementations.
demo-generator
Instant transformation of physics scripts into interactive Streamlit GUI applications with one command.
code-reviewer
Mathematical correctness verification and performance auditing powered by expert domain knowledge.