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aif-improve

Refine development implementation plans through deep codebase analysis and automated validation.

Updated Jul 15, 2026
Search Tags:#automation#workflow#planning#development#refinement#codebase
One-click install
npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-improve-o2b3k
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-improve
Source: https://github.com/o2b3k/idomarketingbot/tree/main/.claude/skills/aif-improve
Command: npx skills add https://github.com/o2b3k/idomarketingbot --skill aif-improve-o2b3k

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill addresses the common issue of incomplete or flawed development plans by performing a deep, iterative analysis of your codebase to identify missing tasks, incorrect dependencies, and overlooked edge cases.

Core Features & Use Cases

  • Plan Refinement: Automatically re-analyzes existing plans against the current state of the repository to find gaps.
  • Dependency Validation: Ensures task order is logical and that all prerequisites are satisfied before implementation begins.
  • Use Case: After generating a complex feature plan, run this skill to catch missing database migrations or configuration updates that were initially overlooked, ensuring a smoother implementation phase.

Quick Start

Invoke the aif-improve skill to analyze the current plan and suggest improvements based on the latest codebase state.

Frequently Asked Questions about aif-improve

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I refine an implementation plan to catch missing tasks and dependency errors?▼

Plan refinement works by iteratively re-analyzing your existing plan files against the current repository state. This process identifies gaps, validates logical task ordering, and ensures all prerequisites are satisfied for technical accuracy.

Why does my development plan keep missing database migrations and configuration updates?▼

Development plans miss database migrations and configuration updates due to a lack of deep codebase analysis. Automated plan refinement tools re-analyze your project files to find these gaps and ensure smoother implementation.

Can I validate task order and prerequisites in my project-specific plan files?▼

Yes, you can validate task order in project-specific plan files using automated refinement checks. These checks ensure task sequencing is logical and all dependencies are satisfied prior to implementation.

What is the best way to find edge cases in a software development plan?▼

The best way to find edge cases in a software development plan is to perform a deep, iterative analysis of your codebase. This compares your plan against repository conventions to surface overlooked scenarios.

Do I need existing plan files to use a codebase analysis tool?▼

Yes, you need existing project-specific plan files to use codebase analysis tools for refinement. The tool operates on these plans to validate quality and provide structured reports for task optimization.

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