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Lesson 26
8 min

APR: Automated Plan Reviser

AI-powered iterative specification refinement

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Goal

Master AI-powered plan revision with Automated Plan Reviser Pro.

What Is APR?

APR (Automated Plan Reviser Pro) automates iterative specification refinement using extended AI reasoning. Instead of manually running 15-20 review rounds, APR orchestrates the process automatically.

Early rounds fix architectural issues, middle rounds refine structure, later rounds polish abstractions. The process resembles numerical optimization settling into a minimum.

AI-Powered

Uses advanced LLMs to refine plans

Markdown Support

Works with your existing plan files

Iterative

Refine plans through multiple passes

Fast

Get improved plans in seconds

Essential Commands

Refine a plan file
Save to specific file
Show all options
Pro Tip
Use APR after Claude Code generates an initial plan to get a more thorough version.

Typical Workflow

bash
# 1. Generate initial plan with Claude Code
# (Claude creates plan.md)
# 2. Refine with APR
apr refine plan.md -o refined-plan.md
# 3. Review the refined plan
cat refined-plan.md
# 4. Feed back to Claude Code for implementation

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