← ClaudeAtlas

dse-looplisted

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.
wookat/ai-research-skills · ★ 2 · AI & Automation · score 63
Install: claude install-skill wookat/ai-research-skills
> **本整合包适配**:涉及 `mcp__codex__codex` / `mcp__manual_review__*` 的评审调用,按 [`shared-references/reviewer-adapter.md`](../shared-references/reviewer-adapter.md) 的后端优先级适配(MCP → codex/gemini CLI → Devin 子会话 → 新对话人工中转 → 同模型降级并标注)。引用 `tools/experiment_queue/*` 的脚本位于本包 `tools/` 目录。未收录的 skill 引用见 `shared-references/pack-mapping.md`。 # 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 vi