li-workflow

Diagnose content workflow gaps and update governing documents.

79|18|Updated Mar 24, 2026
One-click install
npx skills add https://github.com/jiangjiax/li-skills --skill li-workflow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: li-workflow
Source: https://github.com/jiangjiax/li-skills/tree/main/li-workflow
Command: npx skills add https://github.com/jiangjiax/li-skills --skill li-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

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.

Frequently Asked Questions about li-workflow

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

FAQPage Schema
How do I diagnose and fix an inefficient content creation workflow?

To diagnose an inefficient content creation workflow, the system checks each step for completeness, clear AI execution rules, expected outputs, and proper linkage to adjacent steps. It identifies workflow gaps, inconsistencies, and repeat work to apply targeted improvements across governing documents.

What is the best way to update workflow documentation after adding a new feature?

The best way to update workflow documentation after adding a feature is a pipeline audit that verifies cross-document consistency. It aligns CLAUDE.md with AI capability definitions and applies backwards-compatible edits in the correct order before archiving an optimization report.

How do I audit my content pipeline for missing or inconsistent process steps?

You audit a content pipeline by reading CLAUDE.md and related workflow documents to check whether each step is complete and properly linked. This produces a structured diagnostic and optimization plan that corrects gaps triggered by user feedback across the creation process.

How do I detect automation opportunities for manual repeated actions in my content pipeline?

To detect automation opportunities for manual repeated actions, the system analyzes your workflow to identify where the AI should know when to act. It updates the workflow documents to eliminate repeat work and enforce automated execution rules.

Can I use this workflow optimization process without reading CLAUDE.md?

No, you cannot perform this workflow optimization without reading CLAUDE.md. The process requires reading CLAUDE.md and related capability documents to verify cross-document alignment before applying edits and archiving the optimization report.