review_plan

Review a proposed ML plan against knowledge base best practices. Returns approvals, risks, and improvement suggestions.

When to Use

Before executing a plan: Validate your approach before writing code
Catching assumptions: Find incorrect assumptions about how a framework works
Risk assessment: Know what pitfalls or edge cases to watch out for

Parameters

Parameter	Required	Type	Description
`proposal`	Yes	string	The plan or proposal to review
`goal`	Yes	string	The intended goal of the plan

Example

Tool: review_plan
Proposal: "1. Load model in 4-bit NF4. 2. Apply LoRA rank 64 to all linear layers. 
           3. Train with lr=2e-5 for 3 epochs. 4. Merge and save."
Goal: "QLoRA fine-tuning of Llama-3.1-8B for instruction following"

Returns: Approvals (what looks good), risks (e.g., learning rate too low for QLoRA), and improvement suggestions.

Getting Started

Connect to Your Agents

Tools

Architecture

Support

When to Use

Parameters

Example

​When to Use

​Parameters

​Example

When to Use

Parameters

Example