Automate run-analyze-tune loops for parametric optimization with timeouts and safety checks.
npx skills add https://github.com/jkfee/Auto-Research --skill dse-loop-jkfee
Please help me install this Agent Skill. Skill: dse-loop Source: https://github.com/jkfee/Auto-Research/tree/main/skills/dse-loop Command: npx skills add https://github.com/jkfee/Auto-Research --skill dse-loop-jkfee
Autonomously coordinates a run → analyze → parameter-tune loop to discover optimal configurations within a constrained budget, reducing manual trial-and-error in architecture/EDA tasks.
Describe your task with the program, tunable parameters, objective, and timeout, and start the loop with /dse-loop to begin autonomous exploration.
High-intent search queries and answers about installing and using this skill.
Automating design space exploration involves coordinating a run, analyze, and parameter-tune loop to discover optimal configurations within a constrained time budget. You define the tunable parameters, objective, and timeout to start autonomous exploration.
Yes, an automated exploration loop applies to logic synthesis parameter tuning and RTL parameterization. It runs your program, analyzes results, and iterates parameter choices to optimize your chosen objective without manual trial-and-error.
Automated parameter tuning includes built-in guardrails that enforce explicit timeouts, iteration limits, and safety checks. These safeguards prevent unsafe actions and ensure the exploration loop operates securely within your defined constraints.
To start an exploration loop, describe your task by specifying the program, tunable parameters, objective, and timeout. Initiating the loop begins autonomous exploration to optimize parameters like compiler flags within your budget.
Yes, design space exploration tracks best configurations throughout the process. It logs iterations and continuously adjusts parameter choices to optimize objectives for tasks such as placement and routing or formal verification tuning.
LingrongyeAutomate design space exploration by running programs, analyzing outputs, and adjusting parameters.
satsuki-64Automate design space exploration by running programs and iteratively tuning parameters.
tqLi99Automates design space exploration loops for computer architecture and EDA parameter optimization.
goupup-aiAutomate iterative parameter tuning for electronic design automation and computer architecture workflows.
