mcore-cicd

mcore-cicd is a Build systems & CI pipelines skill for AI agents, published by NVIDIA in the Megatron-LM repository on GitHub. Skillspace rates mcore-cicd B (81/100) and it passed the safety scan; a judge model has also reviewed it.

CI/CD reference for Megatron-LM. Covers CI pipeline structure, PR scope labels, triggering internal GitLab CI (which force-pushes the current branch to a pull-request/BRANCH ref — always dry-run and verify the destination first; never run against shared or protected branches), and CI failure investigation.

Grade
B
Quality
81 / 100
Safety
Passed
GitHub stars
17,075

Placed #1 of 6 in the judged category final for Build systems & CI pipelines.

Not launch-quality. It is graded B with a clean safety verdict, but our quality filters exclude it: a model that read it found it written only for the repository it lives in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
100 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Repo-internal: written for the repository it lives in. Documents Megatron-LM's own CI pipeline, labels, and GitLab CI.

Judge review

Placed #1 of 6 in the judged category final for Build systems & CI pipelines.

  • Trigger9090
  • Instructions9393
  • Specificity9595
  • Safety9797
  • Disclosure8484
  • Maintenance8282
Repeats an explicit, specific warning about the force-push side effect of triggering internal CI, with a mandatory dry-run step, making it the safety standout of the group.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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