agent:review
Agent Pattern Review
Reviews an existing AI agent (or agent design) against all 22 patterns from "Patterns for Building AI Agents" (Bhagwat & Gienow, 2025). Produces a scored checklist with specific recommendations for improvement.
When to use
Use this skill when the user needs to:
- Validate an existing agent against industry best practices
- Get a comprehensive health check of an agent system
- Identify the highest-impact improvements
- Prepare for production readiness
Instructions
Step 1: Gather Agent Information
Use the AskUserQuestion tool to understand what to review:
- Is there a spec? (check
.specs/<spec-name>/) - Is there agent code to analyze? (path to source)
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Amend Commit - modifies the last commit with staged changes or new message
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Task Breakdown - generates an implementation plan with tracked tasks based on requirements and design documents. Use when breaking down a design into actionable work items.
14spec:requirements
Requirements Analysis - gathers requirements through structured questions and produces a requirements document with testable acceptance criteria. Use when starting a new feature spec or documenting requirements.
14git:commit
Smart Commit - stages all changes and creates a conventional commit
13spec:do-next
Execute Next Task - runs the next pending task from the tasks document
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