dse-loop SKILL.md skillA
dse-loop from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/dse-loop@git:20260713.e67ae16Pins git:20260713.e67ae16 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wanshuiyin/auto-claude-code-research-in-sleep
- Path
skills/dse-loop/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260713.e67ae16, committed Jul 13, 2026
- First version recorded
- May 29, 2026
- Size
- 14,175 bytes
- Repository stars
- 18,690
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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) …
Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/dse-loop@sha256:ae8e147011f7c1a6The line at the top of this page pins the label git:20260713.e67ae16, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vblfxqj7wgb6sxsu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 29, 2026 and Jul 13, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260713.e67ae16 latest | 2026-07-13 | e67ae16 | 14,175 B | A | view · diff |
| git:20260702.0b5ddb9 | 2026-07-02 | 0b5ddb9 | 14,173 B | A | view · diff |
| git:20260702.1faf11c | 2026-07-02 | 1faf11c | 13,822 B | A | view · diff |
| git:20260529.5817146 | 2026-05-29 | 5817146 | 13,391 B | A | view · diff |
| git:20260529.8d26958 | 2026-05-29 | 8d26958 | 12,913 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14175 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wanshuiyin/auto-claude-code-research-in-sleep · 18,690 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vblfxqj7wgb6sxsu GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/dse-loop GET https://markdownregistry.com/api/v1/blob/ae8e147011f7c1a6add208b6cecb218d03a83949fba0ef9b0b1936e4b0ee18bf
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from wanshuiyin/auto-claude-code-research-in-sleep
Every file in wanshuiyin/auto-claude-code-research-in-sleep