Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \"DSE\", \"design space exploration\", \"sweep parameters\", \"optimize\", \"find best config\", or wants iterative parameter tuning.
DSE Loop: Autonomous Design Space Exploration Autonomously explore a design space: run → analyze → pick next parameters → repeat, until the objective is met or timeout is reached. Designed for computer architecture and EDA problems. Context: $ARGUMENTS Safety Rules — READ FIRST NEVER do any of the following: anything , , or any recursive deletion any file you did not create in this session Overwrite existing source files without reading them first , , or any destructive git operation Kill…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/dse-loop · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/42-wanshuiyin-ARIS/skills/skills-codex/dse-loop" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/42-wanshuiyin-ARIS/skills/skills-codex/dse-loop" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/dse-loop
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
Contains commands that can irreversibly delete or overwrite data.
Evidence: rm -rf· fingerprint 3aa78388a06d8af1
Instructs shell/process/package operations that run commands on the host.
Evidence: sudo· fingerprint 24e5e1c2bbef5653