القائمة
Find a dataset, checkpoint, or file across every lab server — locations, sizes, duplicates. Use for "where is coco", "which server has X", or locating checkpoints and project directories.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Find what's eating disk on full lab servers — old checkpoints, wandb and cache junk — and produce a deletion plan. Report-only; deletion needs per-path human approval. Use when a disk is full or the user asks to free space.
Compare experiment results across servers — differing hyperparameters and final metrics from local wandb data, with dashboard links. Use for "which ablation won" or comparing runs of a project.
Morning briefing across all lab servers — what finished or crashed overnight, which GPUs are free, which disks are filling up. Use when the user asks for a briefing, "what happened overnight", or overall lab/server status.
Launch a training run on the best lab server — picks a host by data locality and free GPUs, verifies code and environment, starts it in a detached tmux session. Use when the user wants to run, launch, or train something on the servers.
Reproduce a working project environment from one lab server on another — code at the same commit, a CUDA-compatible python env, and a smoke test. Use for "make this run on host B too" or setting up a new server.
Check on the user's running experiments across all servers — progress, loss, ETA, stalled or crashed. Use for "how are my runs", "is training still going", or checking a specific experiment.
| name | where-is |
| description | Find a dataset, checkpoint, or file across every lab server — locations, sizes, duplicates. Use for "where is coco", "which server has X", or locating checkpoints and project directories. |
Input: a name or pattern. Search cheap-to-expensive; stop once found unless the user wants every copy.
list_datasets per reachable host — scan the top-level report for the name
first; this covers most datasets with zero extra cost.
Not there → targeted find on the data roots, capped so slow NFS can't hang:
for r in /data* /scratch "$HOME"/data*; do timeout 30 find "$r" -maxdepth 3 -iname '*<name>*' 2>/dev/null | head -20; done
Checkpoints and code: also try -maxdepth 5 under likely project
directories learned from list_sessions cwds.
For each hit, get size and freshness (timeout-capped):
ls -ldh <path>; timeout 60 du -sh <path> 2>/dev/null
Table: host · path · size · modified. Note duplicates across hosts. If the
user is deciding where to run something, also note which of the hosts holding
the data currently has free GPUs (list_hosts) — data gravity. If nothing was
found, say exactly where you looked.