anonymousnomad/aide-sovereign-workbench · skills/packs/device-training-1060/SKILL.md

device-training-1060 skillA

device-training-1060 is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Device-specific training discipline for THIS machine (GTX 1060 6GB Pascal mobile + i7-8750H + 16GB RAM + Windows). The execution layer under training-from-scratch and model-scaling: what Big Tech recommends vs what this exact card can actually do. Use whenever setting up, launching, resuming, or optimizing ANY training run (pretrain/SFT/distill/preference) on this machine — precision choice, batch/data-pipeline construction, throughput budgets, Windows DataLoader pitfalls, and the 27%-GPU-util b.

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 anonymousnomad/aide-sovereign-workbench/device-training-1060@git:20260823.df7cbde
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/device-training-1060@sha256:d71854f83b34f096

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_iyczx3p7vduolkex.svg)](https://markdownregistry.com/a/art_iyczx3p7vduolkex)

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Versions

versioncommittedcommitsizeaudit
git:20260823.df7cbde latest2026-08-23 df7cbde 8,415 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 (8415 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

anonymousnomad/aide-sovereign-workbench · 23 stars · license Apache-2.0 · pushed 2026-09-17 · branch covert-production

API

GET https://markdownregistry.com/api/v1/artifacts/art_iyczx3p7vduolkex
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/device-training-1060
GET https://markdownregistry.com/api/v1/blob/d71854f83b34f09638b8076db48894e4092a2efd151bdf5e1a2dcf3a73f1acac

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