dse-loop

# DSE Loop: Autonomous Design Space Exploration > 🔁 **Do not wrap this skill in `/loop` / `CronCreate`.** It already loops > internally until its objective is met or it times out. Unlike the > verdict-bearing review/audit skills, its stop gate is an **objective > machine-checkable metric** (Type-A), so its self-termination is safe > same-model — the reason not to wrap it is **scheduler duplication**, not the > verdict fence. See > [`shared-references/external-cadence.md`](../shared-references/external-cadence.md). 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. ...