qutone/lightstim · skills/extend-new-decoder/SKILL.md

extend-new-decoder skillA

extend-new-decoder is agent-read markdown (skill) from qutone/lightstim: Integrate a new decoder into LightStim's decoder backend so it works with `SimulationPipeline` and `DecoderConfig`. Use this skill whenever the user asks to add a custom decoder, wrap a third-party decoder library (e.g. a neural decoder, a research-paper decoder), register a CPU or GPU decoder backend, build a decoder from scratch using a DEM, or extend the existing BPOSD/PyMatching/MWPF stack with a new variant..

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/extend-new-decoder@git:20260808.cfe5e96
Exact content
mdr add qutone/lightstim/extend-new-decoder@sha256:077d662c5be4a1fc

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_5b3qlhvhkhfzh6lc.svg)](https://markdownregistry.com/a/art_5b3qlhvhkhfzh6lc)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260808.cfe5e96 latest2026-08-08 cfe5e96 10,599 BA view · diff
git:20260606.819d2e02026-06-06 819d2e0 19,838 BA view · diff
git:20260603.dbc60ac2026-06-03 dbc60ac 14,404 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 (10599 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_5b3qlhvhkhfzh6lc
GET https://markdownregistry.com/api/v1/resolve?ref=qutone/lightstim/extend-new-decoder
GET https://markdownregistry.com/api/v1/blob/077d662c5be4a1fccd77f0098c5c89cd7c04b22a734a1e383dfa87f9f1ee080f

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