prepare-verifier-handoff
OfficialPackage hosted RL handoffs with guardrails.
Authorunderstudylabs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill helps developers determine if a workload genuinely requires hosted reinforcement-learning (RL) and guides them through a staged handoff process to prepare partner-ready environments.
Core Features & Use Cases
- Gate-based decisioning to confirm RL necessity and ensure the workload is a fit for hosted training.
- Stage 1: author a deterministic RL environment (reset/step) for trainer-driven work.
- Stage 2: package the environment for Prime Intellect Verifiers and build a conformance check.
- Stage 3: prepare a handoff artifact and a return-eval harness for hosted training with a partner.
Quick Start
Run Stage 1 to author the RL environment, Stage 2 to package with conformance, and Stage 3 to prepare the handoff artifact for a partner.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: prepare-verifier-handoff Download link: https://github.com/understudylabs/understudy-agent-tools/archive/main.zip#prepare-verifier-handoff Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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