| - [EXPERIMENTS.md is the live paper-grade master doc](feedback_experiments_md_live_doc.md) — update + push EXPERIMENTS.md on every new result; HF mirror is blocked, GitHub branch is canonical | |
| - [Lab implementing CtrlDNA baseline on mllm-integrate](project_lab_ctrldna_baseline.md) — watch origin/mllm-integrate for pushes; integrate into §5c when numbers land | |
| - [T1 deliberately uses V1 (promoter-only scan); enh-scan = label leakage](project_t1_no_enhancer_scan.md) | |
| - [T1 metrics must include ALL categories](feedback_t1_metrics_complete.md) — oracle + LEONINE motif + basic validity, never partial slice | |
| - [Manage disk proactively](feedback_disk_management.md) — upload important to HF; prefer MOVING intermediates to /shm (symlink → /dev/shm, 157GB tmpfs) with manifest at /shm/dnathinker_quarantine/MANIFEST.tsv over deleting; tmpfs is volatile — flag if non-regenerable | |
| - [HF BEFORE delete — never lose data](feedback_hf_before_delete.md) — for any rm on dnathinker runs/quarantine, FIRST upload to HF if not mirrored; precipitating incident: Phase-8 RL log.jsonl files deleted in cycle 50, broke F6 paper figure regeneration | |