claude-config

Apply Michael's academic writing style when drafting or editing text. Use when writing LaTeX prose, paper sections, abstracts, or any academic text for Michael.

Help write, debug, and manage SLURM jobs. Use when the user asks about sbatch, salloc, squeue, job scripts, or cluster resource allocation.

Review code for bugs, style issues, and correctness. Use when the user asks for a code review, review, or CR.

Help write, debug, or improve bash/shell scripts. Use when the user asks for help with shell scripting, bash, or sh.

Help scaffold, configure, and launch ML experiments. Use when the user wants to set up a new experiment, training run, or evaluation.

Help with git operations — branching, rebasing, cherry-picking, history inspection, and conflict resolution. Use when the user asks for git help beyond simple commits.

Help with LaTeX writing, formatting, and debugging. Use when the user asks about LaTeX, papers, equations, TikZ, Beamer, or BibTeX.

Help read, summarize, and analyze academic papers (PDF or text). Use when the user asks to summarize a paper, extract key results, or compare with related work.

Help create paper-quality plots and figures with matplotlib or seaborn. Use when the user asks for plots, figures, or visualizations.

Debug PyTorch errors including dtype mismatches, device errors, shape issues, gradient problems, and OOM. Use when the user hits a PyTorch runtime error or wants help tracing a bug.