Aris DSE Loop

Aris DSE Loop is an Automation skill for Claude Code, published by OpenLAIR in dr-claw.

1K stars116 forkson OpenLAIR/dr-clawAdded 2026/08/21Repository updated 2026/08/09

ai-agentsai-scientistauto-researchclaude-codeclaude-science-desktop-alternativeclaude-science-freeliterature-reviewpaper-writingresearch-assistant

Install in seconds

Install Aris DSE Loop

Copy Aris DSE Loop into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/OpenLAIR/dr-claw/tree/main/skills/aris-dse-loop ~/.claude/skills/aris-dse-loop

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/OpenLAIR/dr-claw.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/aris-dse-loop/SKILL.md in OpenLAIR/dr-claw
Installs to: ~/.claude/skills/aris-dse-loop
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Aris DSE Loop does

Aris DSE Loop runs a program, analyzes the results, and iterates parameter choices until the objective is met or a timeout is reached. Use it for design space exploration, parameter sweeps, and other tuning tasks in computer architecture or EDA.

Aris DSE Loop is cataloged under Automation on DirSkills. Aris DSE Loop comes from a repository tagged ai-agents, ai-scientist, auto-research, claude-code and claude-science-desktop-alternative.

Documentation

README

Excerpt

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

This is the opening of the README. Read the full README on GitHub.

Commands Aris DSE Loop provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/aris-dse-loop

Frequently asked about Aris DSE Loop

What else does OpenLAIR publish alongside Aris DSE Loop?
Aris DSE Loop is one of 25 skills that DirSkills catalogs from OpenLAIR/dr-claw, the repository it ships in. Its siblings there include ARIS Infra, Ablation Planner and Academic Researcher. Each one is a separate skill with its own page in this directory, installs the same way Aris DSE Loop does, and is maintained by OpenLAIR in that same repository. The rest of the collection is listed on the OpenLAIR/dr-claw page.
How does Aris DSE Loop compare to other Automation skills?
Aris DSE Loop ranks #814 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Aris DSE Loop against them. Open each page to compare what they document and how they install.