backend-planner

Convert backend requirements into dependency-aware development and QA task sequences.

Updated Jan 5, 2026

Search Tags:#workflow #planning #architecture #requirements #backend #MCP #task-sequences

Ready to run

npx skills add https://github.com/clode-labs/aramb-skills --skill backend-planner

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: backend-planner
Source: https://github.com/clode-labs/aramb-skills/tree/main/backend-planner
Command: npx skills add https://github.com/clode-labs/aramb-skills --skill backend-planner

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Plan and decompose complex backend work into executable, dependency-aware task sequences, enabling predictable execution and self-validation.

Core Features & Use Cases

Requirement analysis and task decomposition for API features, service architectures, database changes, and backend integrations
Deterministic task sequencing with clear dependencies and task orders
Self-validation guidance, ensuring each task verifies compilation, migrations, and tests
Suitable for planning and breaking down backend efforts into development and QA tasks
Use Case: When starting a new backend feature, convert requirements into a sequenced plan that can be executed by development and QA skills

Quick Start

Use the backend-planner skill to outline a plan from a set of backend requirements and generate a batch of executable tasks via MCP.

Frequently Asked Questions about backend-planner

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

FAQPage Schema

How do I break down backend requirements into executable task sequences?▼

To break down backend requirements into executable task sequences, you can analyze API features, service architectures, and database changes to generate dependency-aware development and QA tasks with self-validation checks.

What is dependency-aware task sequencing for backend architecture planning?▼

Dependency-aware task sequencing for backend architecture planning is the process of ordering development and QA tasks based on their reliance on each other, ensuring predictable execution and self-validation before final deployment.

How do I plan database changes and backend integrations into development tasks?▼

Plan database changes and backend integrations into development tasks by analyzing the requirements, mapping out clear dependencies, and generating ordered tasks that verify migrations, compilation, and tests.

Can I use MCP to generate executable tasks from backend feature requirements?▼

Yes, you can use MCP to outline a plan from backend feature requirements and generate a batch of executable tasks, converting high-level service architecture needs into structured development sequences.

Does backend planning include self-validation for API features and migrations?▼

Backend planning includes self-validation guidance by ensuring each generated task verifies compilation, database migrations, and tests, allowing backend API features to validate themselves before execution.