Repository
AMD-AGI/Primus agent skills
- skills
- 9
- GitHub stars
- 131
GitHub description: “A flexible and high-performance training framework designed for large-scale foundation model training on AMD GPUs”
- Stars
- 131 (60 forks)
- Licence
- Unknown
- Last push
- Oct 2026
- Created
- Feb 2025
- training
- distributed-training
- training-at-scale
- amd-gpu
Install all skills
npx skills add AMD-AGI/PrimusAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in AMD-AGI/Primus, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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… | AMD-AGI/ | 131 | — | ~2.7k | Automated safety check: Pass | Unknown | today |
| 2 | Compare a Primus backend against an upstream repository or reference, verify git state, dependencies, directory changes, and integration coupling, then generate comparison reports, dashboard… | AMD-AGI/ | 131 | — | ~3.4k | Automated safety check: Pass | Unknown | today |
| 3 | Inventory and explain the patch (monkey-patch) optimizations Primus layers over upstream training backends such as Megatron-LM, TorchTitan, and MaxText, including their version compatibility… | AMD-AGI/ | 131 | — | ~3.5k | Automated safety check: Pass | Unknown | today |
| 4 | 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… | AMD-AGI/ | 131 | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 5 | 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… | AMD-AGI/ | 131 | — | ~2.9k | Automated safety check: Pass | Unknown | today |
| 6 | Validate SLURM cluster nodes by running actual training jobs in groups. | AMD-AGI/ | 131 | — | ~3.7k | Automated safety check: Pass | Unknown | today |
| 7 | 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)… | AMD-AGI/ | 131 | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 8 | Check available idle nodes in a SLURM cluster. An agent skill from AMD-AGI/Primus. | AMD-AGI/ | 131 | — | ~3k | Automated safety check: Warn | Unknown | today |
| 9 | Opinionated guide for using Primus Projection to choose parallelism (TP/PP/EP/CP/DP) and pipeline schedules, validate memory fit on target nodes, reason about communication collectives, and explore… | AMD-AGI/ | 131 | — | ~5.3k | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best skill in AMD-AGI/Primus?
Spur Cluster Status from AMD-AGI/Primus ranks first of the 9 skills in AMD-AGI/Primus listed here, with the highest score: its repository has 131 GitHub stars, its SKILL.md loads about 2.7k tokens and it passes the automated safety check with no findings. Next come Backend Gap Report and Backend Patch Explorer.
Are the skills in AMD-AGI/Primus official?
None yet. All 9 skills in AMD-AGI/Primus listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from AMD-AGI/Primus?
Run npx skills add AMD-AGI/Primus in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.