libero-inference-time-scaling

name	libero-inference-time-scaling
description	Run the LIBERO inference-time scaling experiment: debug Long-Pro tasks at frozen library snapshots, evaluate token-budget checkpoints, and plot Pareto curves.

LIBERO Inference-Time Scaling

Use this skill for Experiment 5. Start with INSTRUCTIONS.md.

Run Order

1. Start with INSTRUCTIONS.md.
2. Set up snapshot worktrees for the target library sizes.
3. Follow main-agent-prompt.md for Stage 1 debug + Stage 2 held-out eval.
4. Use subagent-prompt.md for each debug subagent.
5. Follow token-scaling-coordinator.md to select token-budget checkpoints and run Stage 2 variants.
6. Use clean-task-slate.md before rerunning a snapshot or task.

Files

File	Purpose
INSTRUCTIONS.md	End-to-end human/agent entrypoint
main-agent-prompt.md	Coordinator recipe for debug+held-out eval
subagent-prompt.md	Per-task Stage 1 debug subagent prompt
clean-task-slate.md	Reset checklist before reruns
token-scaling-coordinator.md	Token-budget checkpoint eval recipe
../library-size-scaling/main-agent-prompt.md	Related zero-shot snapshot eval flow