architect

Decompose complex requirements into implementable tasks with mapped dependencies.

4|Updated Jul 20, 2026

Search Tags:#workflow #architecture #spec-driven #engineering #sdlc #task-breakdown

Ready to run

npx skills add https://github.com/highflame-ai/ai-factory --skill architect-highflame-ai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: architect
Source: https://github.com/highflame-ai/ai-factory/tree/main/skills/architect
Command: npx skills add https://github.com/highflame-ai/ai-factory --skill architect-highflame-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the ambiguity of translating high-level requirements into actionable, technical implementation plans while ensuring architectural consistency across a codebase.

Core Features & Use Cases

Automated Task Breakdown: Automatically generates a structured task list from requirements, ensuring foundational work precedes UI or feature implementation.
Architectural Guardrails: Enforces adherence to existing conventions and architectural patterns by integrating with project-specific context files.
Cross-Repo Orchestration: Manages complex dependencies across multiple repositories, ensuring that API contracts and service changes are synchronized.

Quick Start

Invoke the architect skill with the specific requirement ID to generate the technical design and task list for your current project.

Frequently Asked Questions about architect

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

FAQPage Schema

How do I break down complex software requirements into implementable engineering tasks?▼

Spec-driven task breakdown decomposes complex requirements into granular, implementable tasks. It ensures foundational work precedes feature implementation by mapping dependencies and validating technical plans against existing architectural conventions.

How does spec-driven architecture design handle dependencies across multiple repositories?▼

Spec-driven architecture design manages cross-repo dependencies by synchronizing API contracts and service changes. It maps dependencies across single or multiple repositories to ensure technical plans remain consistent throughout the codebase.

Can I validate new technical plans against existing project conventions and knowledge bases?▼

Validating technical plans against existing conventions integrates with project-specific context files. This enforces architectural guardrails by checking new designs against established project knowledge bases and architectural patterns.

What is the best way to translate high-level requirements into system architecture?▼

Translating high-level requirements into system architecture requires mapping dependencies within a spec-driven development lifecycle. This approach resolves ambiguity by generating a structured task list that ensures architectural consistency across the codebase.

Does automated task breakdown ensure foundational engineering work is completed before UI implementation?▼

Automated task breakdown generates a structured task list from requirements to ensure foundational work precedes UI or feature implementation. It operates within a spec-driven development lifecycle to sequence engineering tasks properly.