ai-product

name	ai-product
description	ALWAYS use this when the user mentions AI Product, asks to build, debug, review, document, automate, test, configure, migrate, or make decisions in this domain, or the task clearly depends on AI Product; scope: Every product will be AI-powered. Apply the bundled workflow, references, scripts, Senior Master standard, and Codex strict review gate before final output.

AI Product Development

Selective Reading Rule

Start with:

• references/senior-master-standard.md
• references/usage-routing.md
• references/quality-checklist.md

Then load only the inherited docs, scripts, assets, examples, or detailed instructions that match the user's actual task.

Progressive Disclosure

• Read references/full-skill-instructions.md only when the task needs the full original upstream guidance.
• Prefer bundled scripts for deterministic or repetitive operations when they exist.
• Reuse bundled assets instead of inventing substitutes when assets are present.
• Keep final answers aligned with this skill's frontmatter trigger, Senior Master standard, and Codex strict review gate.