Openkb Deck Neon
VectifyAI/OpenKB
A skill your agent uses when the user asks the openkb chat to make a deck / slide presentation / PPT / slides / 演示稿 / 幻灯片 from their compiled KB content AND wants a dark, high-tech, neon / glow /…
Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS…
Install Spur Cluster Status
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AMD-AGI/Primus spur-cluster-status --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spur-cluster-status .claude/skills/spur-cluster-status && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .claude/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-statusType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AMD-AGI/Primus spur-cluster-status --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/spur-cluster-status .agents/skills/spur-cluster-status && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .agents/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AMD-AGI/Primus spur-cluster-status --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/spur-cluster-status .cursor/skills/spur-cluster-status && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .cursor/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AMD-AGI/Primus.git --path skills/spur-cluster-status--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AMD-AGI/Primus spur-cluster-status --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/spur-cluster-status .gemini/skills/spur-cluster-status && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .gemini/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AMD-AGI/Primus spur-cluster-statusInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/spur-cluster-status .github/skills/spur-cluster-status && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .github/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AMD-AGI/Primus --skill spur-cluster-status -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AMD-AGI/Primus spur-cluster-status --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AMD-AGI/Primus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/spur-cluster-status .opencode/skills/spur-cluster-status && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "spur-cluster-status" agent skill from https://github.com/AMD-AGI/Primus/tree/main/skills/spur-cluster-status into .opencode/skills/spur-cluster-status/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spur-cluster-status", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
spur-cluster-status- GitHub stars
- 131
- Token cost
- ~2.7k tokens
- SKILL.md length
- 1,228 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS…
- Works in 4 steps: Generate the report → Save and present → Render an HTML version (optional) → …
- The user asks about Spur/SLURM cluster status
- SKILL.md covers Workflow, Report contents, Spur quirks (important) and Answering ad-hoc questions…, plus 1 more section
- Runs Python scripts from its folder; calls python3
What it does
Spur Cluster Status is an agent skill from AMD-AGI/Primus. Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS permissions, partitions and per-state node counts, per-QoS node caps vs live usage, per-QoS and per-account node usage, reservations, queue pressure, GPU capacity, and the caller's own jobs. Use when the user asks about Spur/SLURM cluster status, node allocation, which QoS/account/partition holds how many nodes, what a QoS's…
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/md_to_html.py` and `scripts/spur_status.py`).
It sits in Frontend & Design, covering HTML artifacts. The repository describes itself as: A flexible and high-performance training framework designed for large-scale foundation model training on AMD GPUs.
When your agent uses it
- The user asks about Spur/SLURM cluster status
- Node allocation
- Which QoS/account/partition holds how many nodes
- What a QoSs node limit is
Example prompts
- “/spur-cluster-status”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Generate the report
- Save and present
- Render an HTML version (optional)
- Add insights (optional)
What it can do on your machine
Read from SKILL.md and the folder at commit 9b0ce90. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Spur Cluster Status loads about 2.7k tokens when it runs. Until then it costs about 185 tokens; SKILL.md has 1,228 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,228 words (~2,693 tokens).
“Generate a read-only snapshot of the Spur cluster's node-allocation state plus the caller's account/QoS permissions, and emit a single Markdown report (with an appendix of common commands), optionally rendered to a standalone HTML page. Spur is AMD's SLURM-compatible scheduler exposed…”
- name
- spur-cluster-status
Files
SKILL.md and 2 other files (scripts) in skills/spur-cluster-status of AMD-AGI/Primus.
- SKILL.md
- scripts/md_to_html.py
- scripts/spur_status.py
Open the folder on GitHubat commit 9b0ce90
Compare with similar skills
Spur Cluster Status next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Spur Cluster Status this skillAMD-AGI/Primus | 131 | — | ~2.7k | Automated safety check: Pass | Custom licence | |
| Openkb Deck NeonVectifyAI/OpenKB | 4.8k | 1 repos | ~4.3k | Automated safety check: Pass | Apache-2.0 | |
| Paper2htmlQuZhan51496/paper2anything | 469 | — | ~3.3k | Automated safety check: Notes | Apache-2.0 | |
| Visualizedisplay-dev/visualize | 136 | — | ~7.4k | Automated safety check: Pass | MIT | |
| Here Now Internalahmetb/dotfiles | 139 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Pretty Pagealexknowshtml/claude-skills | 149 | — | ~2.2k | Automated safety check: Notes | None |
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Upload and share files on here.now (https://here-now.chimera-logarithm.ts.net), Baseten's internal artifact-sharing service.
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Backend Patch Explorer
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Run, monitor, stop and report Primus convergence tests -- training a model on a real corpus and checking that the loss curve is healthy -- from a plain-language request such as "run convergence test…
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Update the Primus documentation for a monthly training-image release — bump version references, realign the bare-metal install scripts with the release Dockerfiles, record the published image stacks…
Slurm Training Node Validation
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Validate SLURM cluster nodes by running actual training jobs in groups.
Port Validation Guide
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Generate a validation plan and test scaffolding to check a Primus optimization that has been ported into a user's own training framework, across correctness (numerical accuracy vs a reference)…
Related
Categories
Questions about Spur Cluster Status
What does Spur Cluster Status do?
Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS…. Spur Cluster Status is an agent skill from AMD-AGI/Primus. Inspect the current Spur (AMD SLURM-compatible) cluster node-allocation state and produce a Markdown report (optionally rendered to a standalone HTML page) covering the caller's account/QoS permissions, partitions and per-state node counts, per-QoS node caps vs live usage, per-QoS and per-account node usage, reservations, queue pressure, GPU capacity, and the caller's own jobs.
When should I use Spur Cluster Status?
Spur Cluster Status fits situations like: the user asks about Spur/SLURM cluster status; Node allocation; which QoS/account/partition holds how many nodes; what a QoSs node limit is.
How do I install Spur Cluster Status in Claude Code?
Run `npx skills add AMD-AGI/Primus --skill spur-cluster-status -a claude-code`. Or copy the skill folder (skills/spur-cluster-status in AMD-AGI/Primus) into .claude/skills/spur-cluster-status in your project. Claude Code loads it when a task matches its description.
How do I install Spur Cluster Status in Codex?
Run `npx skills add AMD-AGI/Primus --skill spur-cluster-status -a codex`. Or copy the skill folder (skills/spur-cluster-status in AMD-AGI/Primus) into .agents/skills/spur-cluster-status in your project. Codex loads it when a task matches its description.
Can I use Spur Cluster Status in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AMD-AGI/Primus --skill spur-cluster-status -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spur-cluster-status, .gemini/skills/spur-cluster-status, .github/skills/spur-cluster-status and .opencode/skills/spur-cluster-status in your project.
What does Spur Cluster Status need to run?
Going by SKILL.md and its folder, Spur Cluster Status needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Spur Cluster Status access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Spur Cluster Status safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Spur Cluster Status use?
Spur Cluster Status has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Spur Cluster Status use?
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Spur Cluster Status?
Skills that share tags, products or a category with Spur Cluster Status: Openkb Deck Neon (VectifyAI/OpenKB, 4.8k stars), Paper2html (QuZhan51496/paper2anything, 469 stars), Visualize (display-dev/visualize, 136 stars) and Here Now Internal (ahmetb/dotfiles, 139 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Spur Cluster Status?
AMD-AGI (a GitHub organization) maintains it in AMD-AGI/Primus, which has 131 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 9, 2026.
Source: AMD-AGI/Primus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.