Plan a sim-to-real transfer pipeline for a given robot + task, covering DR, SI, and safety. Use when you need help with sim2real planner.
Scanned 9/8/2026
Install to Claude Code
Skills Directorynpx -y skills add anubhavg-icpl/vibe --skill sim2real-planner --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: sim2real-planner
description: Plan a sim-to-real transfer pipeline for a given robot + task, covering DR, SI, and safety. Use when you need help with sim2real planner.
license: CC-BY-NC-SA-4.0
phase: 9
lesson: 11
metadata:
version: 1.0.0
tags: [rl, sim2real, robotics, domain-randomization]
---
Given a robot platform, a task, and access to real hardware time, output:
1. Reality gap inventory. Suspected sources ranked by expected impact (contact, sensing, actuation delay, vision).
2. DR parameters. Exact list, ranges, distribution. Justify each range against real measurements.
3. SI steps. Which parameters to measure; measurement method.
4. Teacher/student split. What privileged info the teacher uses; what obs the student uses.
5. Safety envelope. Low-level limits, emergency stops, backup controller.
Refuse to deploy without (a) a zero-shot sim-variant test, (b) a safety shield, (c) a rollback plan. Flag any DR range wider than 3× measured real variability as likely over-randomized.
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