anonymousnomad/aide-sovereign-workbench · skills/packs/aide-model-task-recommender/SKILL.md

aide-model-task-recommender skillA

aide-model-task-recommender is agent-read markdown (skill) from anonymousnomad/aide-sovereign-workbench: SOP for AIDE's per-task model recommendation engine — mapping Hugging Face GGUF models to task suitability (coding / planning-chat / utility) using Hub API metadata (pipeline_tag, library=gguf, num_parameters ranges), merging with on-device fit verdicts (M2) and measured benchmarks (llama-bench lane), producing the ranked "recommended for YOUR machine + YOUR task" lists in the hub UI. Use when building the recommender service, designing the task taxonomy, wiring hub starter grids, or debugging r.

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-model-task-recommender@git:20260823.df7cbde
Exact content
mdr add anonymousnomad/aide-sovereign-workbench/aide-model-task-recommender@sha256:e9b65df1e373290a

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_32745z4kalrfs4v4.svg)](https://markdownregistry.com/a/art_32745z4kalrfs4v4)

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Versions

versioncommittedcommitsizeaudit
git:20260823.df7cbde latest2026-08-23 df7cbde 7,588 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 (7588 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_32745z4kalrfs4v4
GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-model-task-recommender
GET https://markdownregistry.com/api/v1/blob/e9b65df1e373290a2f4160269953105ab494b865618f8689c7b43376d80bb837

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