wanshuiyin/auto-claude-code-research-in-sleep · skills/dse-loop/SKILL.md

dse-loop skillA

dse-loop is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: 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..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add wanshuiyin/auto-claude-code-research-in-sleep/dse-loop@git:20260713.e67ae16
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/dse-loop@sha256:ae8e147011f7c1a6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vblfxqj7wgb6sxsu.svg)](https://markdownregistry.com/a/art_vblfxqj7wgb6sxsu)

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Versions

versioncommittedcommitsizeaudit
git:20260713.e67ae16 latest2026-07-13 e67ae16 14,175 BA view · diff
git:20260702.0b5ddb92026-07-02 0b5ddb9 14,173 BA view · diff
git:20260702.1faf11c2026-07-02 1faf11c 13,822 BA view · diff
git:20260529.58171462026-05-29 5817146 13,391 BA view · diff
git:20260529.8d269582026-05-29 8d26958 12,913 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • 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

GitHub

wanshuiyin/auto-claude-code-research-in-sleep · 16,275 stars · license MIT · pushed 2026-09-17 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.