planning-to-api-validator

Identify gaps between planning requirements and API specifications.

Updated Jan 27, 2026
One-click install
npx skills add https://github.com/scit-48-1/aini-inu-backend --skill planning-to-api-validator
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Skill: planning-to-api-validator
Source: https://github.com/scit-48-1/aini-inu-backend/tree/main/.gemini/skills/planning-to-api-validator
Command: npx skills add https://github.com/scit-48-1/aini-inu-backend --skill planning-to-api-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps teams ensure that planning requirements are fully traced and covered by the API specification, preventing gaps between planning and implementation.

Core Features & Use Cases

  • Gap analysis between planning documents and API specs to surface missing endpoints and unimplemented rules.
  • Coverage reporting that maps each planning item to corresponding API endpoints, inputs, and validation rules.
  • Traceability workflows to support MVP validation, PR checks, and release readiness with clear remediation steps.

Quick Start

Run this skill to validate that the planning document requirements are fully covered by the API specification and generate a coverage report.

Frequently Asked Questions about planning-to-api-validator

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

FAQPage Schema
How do I validate planning requirements against API specs for coverage gaps?

To validate planning requirements against API specs, you identify gaps between planning documents and the API specification to ensure complete traceability. This process surfaces missing endpoints and unimplemented rules, generating a coverage report for verification.

What is API spec coverage analysis for MVP features?

API spec coverage analysis for MVP features is the process of mapping each planning item to corresponding API endpoints, inputs, and validation rules. It ensures business logic and input constraints are verifiable via defined endpoints and error codes.

How do I map business logic from planning documents to API endpoints?

You map business logic from planning documents to API endpoints by applying traceability workflows that check mapping rules and input constraints. This verifies that every planning requirement is covered by defined endpoints and error codes.

Can I use requirement traceability validation for PR checks and release readiness?

Yes, you can use requirement traceability validation for PR checks and release readiness. The validation process supports these workflows by providing clear remediation steps for gaps found between planning requirements and API specifications.

What is the best way to find missing endpoints in an API specification?

The best way to find missing endpoints in an API specification is to perform a gap analysis against planning documents. This directly compares planning requirements with the API spec to surface unimplemented rules and missing endpoints.

Does planning coverage validation work for future enhancements beyond MVP features?

Yes, planning coverage validation works for future enhancements beyond MVP features. It applies to validation tasks across planning documents and API specs, ensuring mapping rules and business logic remain verifiable as the scope expands.