planning-impact-analysis

Identify affected systems, contracts, and data for proposed changes.

32|7|Updated Jan 28, 2026
One-click install
npx skills add https://github.com/OzeroHAX/AssistAgents --skill planning-impact-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: planning-impact-analysis
Source: https://github.com/OzeroHAX/AssistAgents/tree/main/templates/skills/planning/impact-analysis
Command: npx skills add https://github.com/OzeroHAX/AssistAgents --skill planning-impact-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps prevent critical oversights by systematically identifying all systems, contracts, and data that a proposed change might affect, thereby reducing the risk of unexpected regressions.

Core Features & Use Cases

  • Systemic Impact Identification: Pinpoints all potentially affected components, from UI to databases and infrastructure.
  • Contractual Awareness: Lists all external interfaces, APIs, events, and data formats that are touched by the change.
  • Data Integrity Check: Assesses the impact on data schemas, migrations, and integrity constraints.
  • Regression Hotspotting: Highlights areas with a higher likelihood of introducing bugs.
  • Use Case: Before deploying a new feature that modifies user authentication, use this Skill to understand which microservices, frontend applications, and databases will need to be updated, and which API contracts might be affected.

Quick Start

Analyze the impact of changing the user profile service.

Frequently Asked Questions about planning-impact-analysis

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

FAQPage Schema
How do I analyze the impact of a software change across microservices?

Systemic impact identification pinpoints all affected components from UI to databases and infrastructure. It assesses entry points, data paths, and component interactions to map change impact across systems and prevent critical oversights.

What is change impact analysis in system design?

Change impact analysis is a process to identify affected systems, contracts, and data for a proposed change. It ensures comprehensive analysis of entry points, external contracts, and data impact to reduce the risk of unexpected regressions.

How do I check API contract compatibility before a feature rollout?

Contractual awareness lists all external interfaces, APIs, events, and data formats touched by a change. It checks API contract compatibility by mapping component interactions and marking high-criticality hotspots before deploying feature rollouts.

Can I use impact analysis for database schema migration risk assessment?

Yes, a data integrity check assesses the impact on data schemas, migrations, and integrity constraints. It identifies affected data paths and component interactions to perform risk assessment and highlight regression hotspots for database modifications.

When do I need to perform an impact analysis for infrastructure modifications?

You need impact analysis before deploying software updates, feature rollouts, or infrastructure modifications. It prevents critical oversights by systematically identifying affected external contracts, data paths, and system components to reduce regression risks.