backend-patch-explorer
backend-patch-explorer is a Codebase mapping & onboarding skill for AI agents, published by AMD-AGI in the Primus repository on GitHub. Skillspace rates backend-patch-explorer 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.
Inventory and explain the patch (monkey-patch) optimizations Primus layers over upstream training backends such as Megatron-LM, TorchTitan, and MaxText, by reading the current repository code only. Use when the user asks which patches a backend has, wants a customer-facing patch table, asks how a specific patch works (for example deepep or DeepEP), or wants guidance to port a Primus patch into their own upstream framework. Read-only; no training or cluster commands.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 107
Unproven: rated by static analysis only, not yet compared head-to-head.
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
- Not declared. Check the repository before reusing it.
- 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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