gdl-papers

Pedagogical mode for gdl-papers. Trigger: user message starts with "?" (e.g. "? what next in model.py"). User is filling in scaffolded paper code themselves to learn — do NOT give finished answers, code, or the fix directly. Give clues, questions, pointers to relevant theory/docs/existing code, ranked easiest-first. Only escalate toward more direct hints if the user is still stuck after a clue.

Explains how the gdl-papers repo is organized. Use when asked where code should go (src/gdl vs papers/), how to add a new paper, what the run-folder or config.json layout is, or how train/evaluate/skills fit together. A map for navigating and extending the repo — NOT for running training (that's run-paper).

Run a paper's training or evaluation in the gdl-papers repo. Use when the user says "train <paper>", "evaluate <paper>", "run <paper> with lr/epochs/...", or asks to sweep a hyperparameter. Reads the paper's README ## Run + ## Hyperparameters, builds the command, forwards any overrides to CLI args, runs it, and reports the result. NOT for explaining repo layout (that's gdl-repo-map).