executing-plans
executing-plans
Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available
two-grpo-contrastive-efficiencyReduce GRPO training cost by 87.5% using only 2 rollouts instead of 16 while achieving 98.1% of baseline performance. Leverage the insight that GRPO's group mechanism serves contrastive learning rather than advantage estimation.
Independent GitHub snapshot · Automated classification · Original documentation governs