Repository
warpfront/hipfire agent skills
- skills
- 9
- GitHub stars
- 653
GitHub description: “RDNA-native LLM inference engine in Rust. ”
- Stars
- 653 (81 forks)
- Licence
- Unknown
- Last push
- Oct 2026
- Created
- Mar 2026
- amd-gpu
- gpu-computing
- hip
- llm-inference
- machine-learning
- quantization
- rdna
- rocm
- rust
Install all skills
npx skills add warpfront/hipfireAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in warpfront/hipfire, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Astrea A skill your agent uses for hipfire quant calibration, imatrix-driven experiments, KLD/PPL quality evaluation, k-map/format selection, MQ/HFQ/HFP/MFP tradeoff work, ParoQuant-style weight transform… | warpfront/ | 653 | — | ~2.6k | Automated safety check: Pass | Unknown | today |
| 2 | Triage and repair hipfire runtime failures such as daemon hangs, stale serve.pid, port 11435 conflicts, ROCm include-path problems, missing precompiled kernels, VRAM OOM, kernel JIT failures, and… | warpfront/ | 653 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 3 | Run and interpret hipfire GPU diagnostics for ROCm/HIP bring-up, missing kernels, testkernels failures, inference smoke failures, and install/runtime environment problems. | warpfront/ | 653 | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 4 | Use Kernel Atlas to collect phase-aware hipfire measurements and render ISA Fit View visualizations for AMD GPU kernels, quant formats, and architectures. | warpfront/ | 653 | — | ~2.4k | Automated safety check: Pass | Unknown | today |
| 5 | Guide a tester through hipfire bring-up, serve smoke, claim-scoped harnesses, and benchmark reporting on AMD RDNA/CDNA GPUs. | warpfront/ | 653 | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 6 | A skill your agent uses when porting a hipfire feature/fix branch authored against pre-0.1.20 master onto post-modular master. | warpfront/ | 653 | — | ~2.2k | Automated safety check: Pass | Unknown | today |
| 7 | Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.). | warpfront/ | 653 | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 8 | Optimize hipfire HIP/compute kernels — pick one tuning lever (multi-row, K-tile depth, prefetch, wave-size port, WMMA/MFMA, fused projections, ISA flags) and validate it with profile → ISA →… | warpfront/ | 653 | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 9 | Discovery hook for retained AQL/PM4 (Redline) work. An agent skill from warpfront/hipfire. | warpfront/ | 653 | — | ~1k | Automated safety check: Pass | Unknown | today |
Questions, answered from the data.
What is the best skill in warpfront/hipfire?
Astrea from warpfront/hipfire ranks first of the 9 skills in warpfront/hipfire listed here, with the highest score: its repository has 653 GitHub stars, its SKILL.md loads about 2.6k tokens and it passes the automated safety check with no findings. Next come Hipfire Autoheal and Hipfire Diag.
Are the skills in warpfront/hipfire official?
None yet. All 9 skills in warpfront/hipfire 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 warpfront/hipfire?
Run npx skills add warpfront/hipfire 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.