aidlc-intent

Draft and refine AI-DLC Intent documentation in Confluence with validation checkpoints.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/onesmartguy/raptor-claude-plugins --skill aidlc-intent
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aidlc-intent
Source: https://github.com/onesmartguy/raptor-claude-plugins/tree/main/plugins/aidlc/skills/aidlc-intent
Command: npx skills add https://github.com/onesmartguy/raptor-claude-plugins --skill aidlc-intent

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Create and iteratively refine the AI-DLC Intent documentation in Confluence, with human-in-the-loop validation, risk surfacing, NFRs, and measurement criteria. Use when asked to draft or update an Intent, initiative doc, or Confluence planning document before Jira work is created.

Core Features & Use Cases

  • Iterative Intent draft: Guide the creation and refinement of Confluence Intent docs with explicit review steps and risk signaling.
  • Human-in-the-loop validation: Include validation checkpoints before Jira artifacts are generated.
  • Templates and workflow guidance: Provide a structured workflow from intent draft to Confluence page, with optional artifacts and references.

Quick Start

Draft an AI-DLC Intent document for a new authentication system.

Frequently Asked Questions about aidlc-intent

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

FAQPage Schema
How do I draft an Intent document in Confluence before creating Jira work?

To draft an Intent document in Confluence before Jira, iterative drafting applies lightweight templates, incorporates human-in-the-loop validation checkpoints, and requires explicit approval gates to ensure risk visibility.

What is AI-DLC Intent documentation and when do I need it?

AI-DLC Intent documentation defines initiative planning pages requiring risk visibility, NFRs, and measurement criteria. You need it for new or evolving projects to guide Mob Elaboration before Jira work is created.

How do I add risk signaling and NFRs to a Confluence planning page?

Add risk signaling and NFRs to a Confluence planning page by applying structured workflow guidance during the iterative Intent draft, surfacing risks and measurement criteria before downstream Jira artifacts are generated.

Can I require approval gates before Jira tickets are created from Confluence?

Yes, you can require approval gates before Jira tickets are created. The process enforces human-in-the-loop validation checkpoints on the Confluence Intent document to secure explicit approval before generating Jira work.

Does this work for updating existing initiative docs or only new Confluence pages?

This works for both creating and updating existing initiative docs or Confluence planning pages. Iterative refinement applies to new and evolving projects, ensuring risk visibility and measurement criteria are maintained.

What is the best way to link planning artifacts for Mob Elaboration?

The best way to link planning artifacts for Mob Elaboration is through structured workflow guidance that connects relevant planning artifacts and references directly within the drafted Confluence Intent document.