ops SKILL.md skillA

ops from guaardvark/guaardvark is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add guaardvark/guaardvark/ops@git:20261028.2dcc650

Pins git:20261028.2dcc650 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
guaardvark/guaardvark
Path
.agents/skills/ops/SKILL.md
Versions recorded
3
Latest version
git:20261028.2dcc650, committed Oct 28, 2026
First version recorded
Sep 11, 2026
Size
3,757 bytes
Repository stars
294
License
MIT

Operate a running Guaardvark: GPU and VRAM state, plugin start/stop, logs, Celery tasks, the Interconnector sync to other machines, overnight RAG autoresearch, and infographics. Use when the user asks what is using the GPU, why a job is stuck, to start or stop ComfyUI/Audio Foundry/Swarm, to sync another box, to run autoresearch, or to make an infographic.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Operating Guaardvark

`B=${GUAARDVARK_URL:-http://localhost:5000}`. MCP tools: `inspect_gpu`, `read_logs`, `swarm_status`, `self_improvement_status`.

## GPU and plugins

- `inspect_gpu` (MCP): nvidia-smi, the exclusive lock (Ollama vs video), orchestrator slots, running plugins.
- `GET $B/api/plugins/status` and `GET $B/api/plugins/<id>/health`; `GET $B/api/plugins/stats/gpu`.
- `POST $B/api/plugins/<id>/start | stop | restart | enable | disable` for `ollama`, `comfyui`,
  `audio_foundry`, `upscaling`, `lora_trainer`, `swarm`, `vision_pipeline`, `discord`,
  `gpu_embedding`, `video_editor`. Start services through these routes, never with systemctl;
  the orchestrator must know what is resident.
- `GET $B/api/plugins/<id>/logs?lines=200` for a plugin's own log.
- Memory orchestrator: `GET $B/api/gpu/memory/status`, `GET/POST $B/api/gpu/memory/tier`.
  `POST .../evict {"slot_id"}` frees a slot; use only when the user asks to clear the card.

## Logs and tasks

- `read_logs` (MCP) tails a file under `logs/` (backend, celery, plugin logs).
- `GET $B/api/celery/tasks` shows active Celery tasks; `GET $B/api/meta/...` job routes list and
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add guaardvark/guaardvark/ops@sha256:08a910e424ae3124

The line at the top of this page pins the label git:20261028.2dcc650, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sqpjog44qxhgwrfj.svg)](https://markdownregistry.com/a/art_sqpjog44qxhgwrfj)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 11, 2026 and Oct 28, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20261028.2dcc650 latest2026-10-28 2dcc650 3,757 BA view · diff
git:20261017.6e56da92026-10-17 6e56da9 3,408 BA view · diff
git:20260911.973d1bc2026-09-11 973d1bc 3,116 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (3757 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

guaardvark/guaardvark · 294 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sqpjog44qxhgwrfj
GET https://markdownregistry.com/api/v1/resolve?ref=guaardvark/guaardvark/ops
GET https://markdownregistry.com/api/v1/blob/08a910e424ae3124923e7a36ee9d81e8d25d85e1c6887f4325863e98442bad17

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in guaardvark/guaardvark

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