qutone/lightstim · skills/notebook-workflow/SKILL.md

notebook-workflow skillC

notebook-workflow is agent-read markdown (skill) from qutone/lightstim.

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 qutone/lightstim/notebook-workflow@git:20260526.04c57b9
Exact content
mdr add qutone/lightstim/notebook-workflow@sha256:098688f2c8037a20

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_ra45edkamq3qyte7.svg)](https://markdownregistry.com/a/art_ra45edkamq3qyte7)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260526.04c57b9 latest2026-05-26 04c57b9 4,744 BC view

Audit of the latest version

C  14 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: Frontmatter block present
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4744 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

qutone/lightstim · 46 stars · license NOASSERTION · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ra45edkamq3qyte7
GET https://markdownregistry.com/api/v1/resolve?ref=qutone/lightstim/notebook-workflow
GET https://markdownregistry.com/api/v1/blob/098688f2c8037a20f046e36557f27a2ddfb0f0be25a8f566425c09a90c385108

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