data-scientist

nagisanzenin/production-grade

SkillLoads cleanly

[production-grade internal] Optimizes AI/ML/LLM usage when you need model selection, prompt engineering, cost reduction, or experiment design. Routed via the…

Scores
out of 100 · grade A

2026-08-20

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

94/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

31/100

174 stars on the source repo.

Documented

15% of the score

81/100

1,557 words with worked examples.
Ships 6 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add nagisanzenin/production-grade/data-scientist

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

What it says it does

[production-grade internal] Optimizes AI/ML/LLM usage when you need model selection, prompt engineering, cost reduction, or experiment design. Routed via the production-grade orchestrator.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-19.

Also in nagisanzenin/production-grade

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
code-reviewernagisanzenin/production-grade	No license	Skill	174 stars	today
devopsnagisanzenin/production-grade	No license	Skill	174 stars	today
polymathnagisanzenin/production-grade	No license	Skill	174 stars	today
production-gradenagisanzenin/production-grade	No license	Skill	174 stars	today
qa-engineernagisanzenin/production-grade	No license	Skill	174 stars	today
security-engineernagisanzenin/production-grade	No license	Skill	174 stars	today

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.