gpu-hpc-fallback-debug
gpu-hpc-fallback-debug is a Runtime diagnostics & profiling skill for AI agents, published by ScaleFree-Tech in the yishape-math repository on GitHub. Skillspace rates gpu-hpc-fallback-debug F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
Debug the GPU→HPC→CPU fallback chain in yishape-dl Trainer. When GPU is AVAILABLE but execution silently falls back to HPC or CPU, this skill covers the fallback chain, how to trace which path executed, and common causes for GPU silent failure.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 265
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- High-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- dynamic code execution (eval/exec)
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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