anonymousnomad/aide-sovereign-workbench · skills/packs/aide-backend-autoselect/SKILL.md

aide-backend-autoselect skillA

aide-backend-autoselect is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: Backend auto-detection and selection SOP for llama-server engines in AIDE — probes candidate binaries via --list-devices, caches capabilities, selects per-model backend/offload (Vulkan/CUDA/CPU) from operator profile override > benchmark verdict > heuristic, ships multi-binary awareness so every download gets optimal tok/s out of the box. Use whenever wiring engine spawn logic, adding GPU offload controls, diagnosing "model ignores -ngl" or slow generation, deciding which llama.cpp builds ship i.

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/aide-backend-autoselect@git:20260826.8da8b03
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-backend-autoselect@sha256:7a5c0e1dd55d9682

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_klks2rvpslrcycco.svg)](https://markdownregistry.com/a/art_klks2rvpslrcycco)

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Versions

versioncommittedcommitsizeaudit
git:20260826.8da8b03 latest2026-08-26 8da8b03 5,573 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 (5573 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_klks2rvpslrcycco
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-backend-autoselect
GET https://markdownregistry.com/api/v1/blob/7a5c0e1dd55d96820b78371b31716d1c7c3e3eec90d11112c68930d6be382a62

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