skill detail

Light Experiment Coding

Light0305/light-experiment-coding

Light 科研主线 stage 6：把冻结的 question/estimand、experiment matrix、pre-registration 与 data lineage 落成最小可运行、测试先行、无泄漏、可复现且能交给 result-analysis 的实验代码。用于实现或复现训练/预处理/评测，设计 gold/property/metamorphic 测试，控制 Python/NumPy/框架/CUDA/DataLoader 随机性，审查 train/test 或 CV fit 穿越，记录...

communityprovisionaltestinglightstagequestion

skillrank score

██████░░░░░░░░░░36

SkillRank score blends community stars, real usage, and our eval lift; provisional until a skill is evaluated -- so popularity alone can't reach the top tier.

source

★ 516

Light0305/Light-skills

skills/light-experiment-coding

open on GitHub ▸

eval status

eval pending

Success delta, token delta, and trial count are not available yet. No eval number is shown until this skill has measured results.

install

$ skillrank install Light0305/light-experiment-coding

$ curl -fsSL skillrank.dev | sh