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custom-ai-plan

Convert AI-SPEC requirement documents into detailed execution plans.

Updated Mar 3, 2025
Search Tags:#automation#workflow#planning#documentation#execution-plan#ai-spec
One-click install
npx skills add https://github.com/LZY2333/LZY-FE-JumpTrack --skill custom-ai-plan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: custom-ai-plan
Source: https://github.com/LZY2333/LZY-FE-JumpTrack/tree/main/agent-configs/skills/custom-ai-plan
Command: npx skills add https://github.com/LZY2333/LZY-FE-JumpTrack --skill custom-ai-plan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI/Automation teams often spend excessive time translating AI-SPEC requirement documents into concrete execution plans. This Skill automates that translation, reducing planning time and increasing plan consistency.

Core Features & Use Cases

  • Generate a detailed, step-by-step execution plan from an AI-SPEC document, including task breakdown, dependencies, and milestones.
  • Validate the plan for gaps, ambiguities, and risk, and produce a structured plan artifact for implementation.
  • Use cases include product development sprints, AI feature rollouts, and multi-team coordination where a single source of truth is AI-SPEC driven.

Quick Start

Provide plan/0.AI-SPEC.md, then trigger ai-plan to produce plan/1.PLAN.md with a detailed execution plan.

Frequently Asked Questions about custom-ai-plan

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

FAQPage Schema
How do I convert an AI-SPEC requirement document into a structured execution plan?▼

To convert an AI-SPEC requirement document into a structured execution plan, provide your AI-SPEC file and trigger the planning workflow to automatically generate a detailed plan artifact with task breakdowns and milestones.

What is the best way to automate task breakdown and milestone generation from requirement documents?▼

Automating task breakdown and milestone generation from requirement documents involves processing the AI-SPEC scope to infer modules, establish technical context, and output a deterministic, step-by-step execution plan.

Does this planning workflow support multi-team coordination for AI feature rollouts?▼

Yes, this planning workflow supports multi-team coordination for AI feature rollouts by producing a single source of truth execution plan that ensures traceable changes and structured coordination.

How do I validate an execution plan for gaps and ambiguities before implementation?▼

You validate an execution plan for gaps and ambiguities by processing the AI-SPEC document through automated inference and technical context checks, which identifies risks and validates the structured plan artifact before implementation.

What output format is generated when turning AI-SPEC into an actionable plan?▼

The output format generated when turning AI-SPEC into an actionable plan is a structured markdown file named plan/1.PLAN.md, containing the detailed execution plan, dependencies, and milestones.

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