av/skills · tinygrad/SKILL.md

tinygrad skillA

tinygrad is agent-read markdown (skill) from av/skills: Deep learning framework development with tinygrad - a minimal tensor library with autograd, JIT compilation, and multi-device support. Use when writing neural networks, training models, implementing tensor operations, working with UOps/PatternMatcher for graph transformations, or contributing to tinygrad internals. Triggers on tinygrad imports, Tensor operations, nn modules, optimizer usage, schedule/codegen work, or device backends..

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 av/skills/tinygrad@git:20260130.b1a384b
Exact content
mdr add av/skills/tinygrad@sha256:ba0013b271bb274e

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_xske7znkdgusbkf2.svg)](https://markdownregistry.com/a/art_xske7znkdgusbkf2)

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Versions

versioncommittedcommitsizeaudit
git:20260130.b1a384b latest2026-01-30 b1a384b 4,685 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 (4685 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

av/skills · 15 stars · license MIT · pushed 2026-09-05 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_xske7znkdgusbkf2
GET https://markdownregistry.com/api/v1/resolve?ref=av/skills/tinygrad
GET https://markdownregistry.com/api/v1/blob/ba0013b271bb274ed0bc8a599af2c29ee6579cdb42517f6a1433211fd4e882b7

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