dse-loop
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.
npx skills add majiayu000/claude-skill-registry --skill dse-loop-wanshuiyin-auto-claude-code-res --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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:** - `sudo` anything - `rm -rf`, `rm -r`, or any recursive deletion - `rm` any file you did not create in this session - Overwrite existing source files without reading them first - `git push`, `git reset --hard`, or any destructive git operation - Kill processes you did not start **If a step requires any of the above, STOP and report to the user.** ## Constants (override via $ARGUMENTS) | Constant | Default | Description | |----------|---------|-------------| | `TIMEOUT` | 2h | Total wall-clock budget. Stop exploring after this. | | `MAX_ITERATIONS` | 50 | Hard cap on number of design points evaluated. | | `PATIENCE` | 10 | Stop early if no improvement for this many consecutive iterations. | | `OBJECTIVE` | minimize | `minimize` or `maximize` the target metric. | Override inline: `/dse-loop "task desc — timeout: 4h, max_iterations: 100, patience: 15"` ## Typical Use C
- Context: $ARGUMENTS
- Safety Rules — READ FIRST
- Constants (override via $ARGUMENTS)
- Typical Use Cases
- Workflow
- Phase 0: Parse Task & Setup
- Phase 1: Initial Exploration
- Phase 2: Directed Search
- Phase 3: Refinement (if time allows)
- Phase 4: Report
- State Recovery
- Key Rules
- Example Invocations
What does the dse-loop skill do?
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.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill dse-loop-wanshuiyin-auto-claude-code-res --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.