full-stack-integration-enforcement

Map feature development across Genesis, StateTracker, EventBus, and Observability before implementation.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/drhayf/GUTTERS --skill full-stack-integration-enforcement
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: full-stack-integration-enforcement
Source: https://github.com/drhayf/GUTTERS/tree/main/.agent/skills/full-stack-integration-enforcement
Command: npx skills add https://github.com/drhayf/GUTTERS --skill full-stack-integration-enforcement

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Aligns feature development with all core subsystems to prevent integration defects.

Core Features & Use Cases

  • Pre-code integration blueprinting: mapping a feature against the Core Five systems to determine required adapters and registries.
  • Enforced testing discipline: requires real infrastructure fixtures (Redis, Postgres) and avoids mock-only tests to ensure production-readiness.
  • End-to-end workflow: from plan to scaffold to core logic to validation, with guardrails for early detection of integration gaps.
  • Self-correction prompts: prompts to reject incomplete integration steps and enforce proactive wiring.

Quick Start

Map the feature across Genesis, StateTracker, EventBus, and Observability before coding, then scaffold the initial UncertaintyExtractor and StateTracker entries.

Frequently Asked Questions about full-stack-integration-enforcement

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

FAQPage Schema
How do I prevent integration defects when building features across multiple subsystems?

Preventing integration defects requires aligning feature development with core subsystems during planning and pre-implementation. You map the feature against systems like EventBus and Observability to determine required adapters before coding begins.

What is pre-code integration blueprinting for modern AI-powered apps?

Pre-code integration blueprinting maps a feature against core systems like Genesis, StateTracker, EventBus, and Observability to determine required adapters and registries before any implementation begins.

How do I scaffold StateTracker and UncertaintyExtractor entries for a new feature?

To scaffold StateTracker and UncertaintyExtractor entries, map the feature across Genesis and Observability first, then create the initial integration artifacts and scaffolding steps before writing core logic.

Does integration testing require real infrastructure like Redis and Postgres or can I use mocks?

Integration testing requires real infrastructure fixtures like Redis and Postgres. Mock-only tests are avoided to ensure production-readiness and validate true end-to-end readiness across all subsystems.

What is the best way to enforce end-to-end integration readiness across subsystems?

The best way to enforce end-to-end integration readiness is applying a workflow from plan to scaffold to core logic to validation, with self-correction prompts that reject incomplete integration steps and enforce proactive wiring.

When should I enforce integration across Genesis, StateTracker, EventBus, and Observability?

You should enforce integration across these subsystems during the planning and pre-implementation phases, requiring explicit integration artifacts and scaffolding steps before any core feature logic is written.