fcakyon/phd-skills

End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments.

fcakyon/phd-skills

Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow.

fcakyon/phd-skills

Evidence-before-action diagnosis of failing ML experiments. An agent skill from fcakyon/phd-skills.

fcakyon/phd-skills

A skill your agent uses when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies.

fcakyon/phd-skills

A skill your agent uses when the user wants to set up or troubleshoot a LaTeX environment, choose between biber and bibtex, install packages for a specific venue template, or configure compilation.

fcakyon/phd-skills

Pre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup.

fcakyon/phd-skills

A skill your agent uses when the user wants to find related work, survey a research area, identify literature gaps, or discover open-source implementations.

fcakyon/phd-skills

A skill your agent uses when the user wants to verify paper claims against code or data, audit numerical accuracy, check formula-code alignment, or validate citation accuracy.

fcakyon/phd-skills

A skill your agent uses when the user wants to write, structure, or revise academic paper sections, improve notation consistency, or refine figures and tables.

fcakyon/phd-skills

A skill your agent uses when the user wants to prepare code for open-source release, create reproducible research artifacts, or structure a repository for publication.

fcakyon/phd-skills

A skill your agent uses when the user wants to anticipate reviewer questions, select the strongest ablations to present, prepare rebuttals, or identify paper weaknesses before submission.

fcakyon/phd-skills

A skill your agent uses when the user wants to analyze dataset bias, create stratified samples, evaluate fairness, or plan dataset collection.

fcakyon/phd-skills