nemo-rl-session-memory: worth installing? Reported results

Reported results for nemo-rl-session-memory (NVIDIA/skills) from NVIDIA, one row per receipt, in plain words.

Skill skills/nemo-rl-session-memory in NVIDIA/skills.

One row per receipt. No figure on this page combines two rows.

Reported by: Reported by NVIDIA in its benchmark card
Model: model not stated
Harness: claude-code, version not stated
Date: 2026-06-01
Tasks and runs: 5 tasks, as printed
Result: NVIDIA reported figures per dimension only (2 attempts per task). The card prints each uplift as a bare percent and does not say whether it is points or a share of the baseline. Security: 100% (+0%) Correctness: 96% (+3%) Discoverability: 99% (+1%) Effectiveness: 82% (-5%) Efficiency: 89% (+1%)
Tokens: token use not recorded
Freshness: Model not stated. Freshness unknown.
Skill commit: 14a98ae278cec7e867695189d0f4003c08e4f765
Receipt: nemo-rl-session-memory-unknown-imported-nvidia-cards-claude-code-2026-06-01-42462ec47182.json

Reported by: Reported by NVIDIA in its benchmark card
Model: model not stated
Harness: codex, version not stated
Date: 2026-06-01
Tasks and runs: 5 tasks, as printed
Result: NVIDIA reported figures per dimension only (2 attempts per task). The card prints each uplift as a bare percent and does not say whether it is points or a share of the baseline. Security: 100% (+0%) Correctness: 84% (+5%) Discoverability: 91% (+5%) Effectiveness: 81% (+22%) Efficiency: 86% (+10%)
Tokens: token use not recorded
Freshness: Model not stated. Freshness unknown.
Skill commit: 14a98ae278cec7e867695189d0f4003c08e4f765
Receipt: nemo-rl-session-memory-unknown-imported-nvidia-cards-codex-2026-06-01-42462ec47182.json

Built on 2026-10-15 from committed receipts.