planning-fixer-codebase

Analyze broken codebases and produce structured 5-phase remediation plans.

7|1|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/SARAMALI15792/AINativeBook --skill planning-fixer-codebase
Or copy as Structured Prompt for Agent
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Skill: planning-fixer-codebase
Source: https://github.com/SARAMALI15792/AINativeBook/tree/main/.claude/skills/planning-fixer-codebase
Command: npx skills add https://github.com/SARAMALI15792/AINativeBook --skill planning-fixer-codebase

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Planning, analyzing, and remediating unstable codebases with multiple features is risky without a structured framework.

Core Features & Use Cases

  • Deep root cause analysis and gap assessment across architecture, authentication & security, error handling, logging & observability, testing coverage, CI/CD gaps, code quality, performance, and configuration risks
  • Structured remediation roadmap with phase-by-phase execution, dependency mapping, rollback strategies, and validation criteria
  • Controlled execution with change tracing, validation, and hardening for production-readiness

Quick Start

Provide the target codebase path to generate a complete 5-phase remediation plan and actionable roadmap.

Frequently Asked Questions about planning-fixer-codebase

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

FAQPage Schema
How do I create a remediation plan for an unstable codebase with multiple failing features?

Codebase remediation planning requires a structured 5-phase process covering gap analysis, dependency mapping, rollback strategies, and validation criteria to turn unstable features into stable deployments. You provide the target codebase path to generate the complete roadmap.

What is the best way to map dependencies before fixing a broken codebase?

Dependency mapping for codebase remediation identifies complex interactions across unstable features to establish phase-by-phase execution orders and rollback strategies. This prevents cascading failures during system hardening.

Can I use a structured remediation framework for projects with high production risk?

Structured remediation frameworks apply directly to projects with production risk, complex dependencies, and multiple unstable features. The 5-phase process covers gap analysis through validation to ensure production-readiness.

How do I validate code quality and security gaps during codebase remediation?

Codebase validation assesses authentication, security, error handling, logging, observability, and testing coverage to identify configuration risks and CI/CD gaps. This forms the baseline for the remediation roadmap and hardening process.

What are the limitations of planning codebase remediation without rollback strategies?

Remediation planning without rollback strategies risks uncontrolled execution and failed production deployments. A structured plan requires change tracing and validation criteria to ensure system hardening does not introduce new instability.