anonymousnomad/aide-sovereign-workbench · skills/packs/aide-device-benchmark-runner/SKILL.md

aide-device-benchmark-runner skillA

aide-device-benchmark-runner is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: SOP for AIDE's MEASURED device benchmark lane — running llama.cpp llama-bench against a candidate GGUF on the user's actual hardware, parsing pp/tg tok/s from JSON, caching verdicts, and merging measured numbers with M2 header-estimate fit verdicts. Extends (does not replace) aide-model-hub-acquisition M2 estimates. Use when implementing the benchmark runner, when "Will this run fast?" must be answered with numbers instead of estimates, when interpreting llama-bench output, or when debugging ben.

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-device-benchmark-runner@git:20260823.df7cbde
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-device-benchmark-runner@sha256:72096ccc7a328fbf

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_34ye3gkj44jue63d.svg)](https://markdownregistry.com/a/art_34ye3gkj44jue63d)

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Versions

versioncommittedcommitsizeaudit
git:20260823.df7cbde latest2026-08-23 df7cbde 7,146 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 (7146 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_34ye3gkj44jue63d
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-device-benchmark-runner
GET https://markdownregistry.com/api/v1/blob/72096ccc7a328fbf20e27e25ff48b9e36eed4b3c2ea4a2b681f8e8b90ce4b813

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