li-workflow

What problem does it solve?

This Skill fixes broken or inefficient content creation pipelines by diagnosing workflow gaps, inconsistencies, and repeat work, then applying targeted improvements across the governing documents.

Core Features & Use Cases

• Workflow diagnostics: Checks whether each step is complete, has clear AI execution rules, includes expected outputs, and properly links to adjacent steps.
• Automation opportunity detection: Identifies manual repeated actions and determines where the AI should know when to act.
• Cross-document consistency repair: Verifies alignment between CLAUDE.md and AI capability definitions, then updates documents in the correct order.
• Change execution + reporting: Applies edits with minimal, backwards-compatible changes and saves an optimization report to the methodology archive folder.

Use cases: When you notice a process “doesn’t work as expected,” when you add a new feature and need the workflow updated, or when you want a periodic audit of the system’s creation pipeline.

Quick Start

Ask the AI to optimize your creation workflow by reading CLAUDE.md and working workflow documents, diagnosing issues, executing the required document edits, and saving the optimization report.