Trace2Skill evolves task-specific skills from rollout traces and verifier feedback to boost hardware LLM agent performance on hard CVDP tasks without model fine-tuning.
VerilogCoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree-based waveform tracing tool
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Trace2Skill: Verifier-Guided Skill Evolution for Long-Context EDA Agents
Trace2Skill evolves task-specific skills from rollout traces and verifier feedback to boost hardware LLM agent performance on hard CVDP tasks without model fine-tuning.