ai-assisted-vitis

Vitis HLS command execution and code optimization. Use when: (1) running Vitis HLS commands (csim, csynth, cosim, pack, impl) from shorthand like 'run csynth config.cfg workdir', or (2) analyzing HLS C/C++ code for optimization (throughput, latency, II, fmax, resources). Trigger on mentions of 'vhls', 'hls run', 'run csynth/csim/cosim/pack/impl', 'hls optimize', 'baseline', or HLS performance analysis requests.

Converts XSCT (Xilinx Software Command-Line Tool) Tcl scripts to Vitis Python API for Vitis Unified IDE. Use when users request migration of XSCT scripts, conversion from Tcl to Python for Vitis workflows, or modernization of classic Vitis IDE automation scripts. Handles embedded (Linux/Standalone), HLS, and AIE workflows. Critical: System projects are optional in Python API (mandatory in XSCT) - only create for multiple applications or acceleration projects.