suggest-skills

Identify conversation patterns and propose new or improved skills.

24|8|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/usecompai/compound-operations-model --skill suggest-skills-usecompai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: suggest-skills
Source: https://github.com/usecompai/compound-operations-model/tree/main/skills/suggest-skills
Command: npx skills add https://github.com/usecompai/compound-operations-model --skill suggest-skills-usecompai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This meta-skill identifies patterns in conversations and suggests new skills, improvements to existing ones, and areas where existing skills aren't needed.

Core Features & Use Cases

  • Audits Conversations: Reviews the last turns of a conversation to identify repeated tasks, frustrations, workarounds, re-inventions, and reusable methodologies.
  • Cross-Checks Skills: Compares identified patterns against existing skills to propose new ones or improvements.
  • Structured Output: Provides a structured list of new skills, improvements, education opportunities, and not-worth proposals.

Quick Start

Use the /suggest-skills command to generate a review of the last session and suggest new or improved skills.

Frequently Asked Questions about suggest-skills

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

FAQPage Schema
How do I identify reusable patterns from conversation history to automate tasks?

Conversation pattern recognition audits chat history to detect repeated tasks, frustrations, and workarounds. By extracting these recurring methodologies, it identifies actionable opportunities for new skill generation and workflow automation.

What is the best way to suggest new skills based on conversation analysis?

The best way to suggest new skills from conversation analysis is by cross-checking identified patterns against an existing skill database. This comparison generates structured proposals for new skills, improvements to current ones, and areas where skills aren't needed.

How do I audit chat history to find areas where existing skills need improvement?

Auditing chat history to find skill improvement areas involves reviewing conversation turns for reinvented processes or workarounds. Comparing these patterns against existing skills reveals gaps and generates targeted proposals for skill enhancements or new skill creation.

Does conversation analysis for skill suggestion work without dependencies?

Yes, conversation analysis for skill suggestion works without dependencies. This meta-skill independently processes various conversation structures to extract patterns and propose actionable skillification suggestions without requiring external modules or frameworks.

What outputs should I expect when extracting patterns from conversation data?

When extracting patterns from conversation data, expect a structured list of outputs containing proposals for new skills, improvements to existing skills, educational opportunities, and not-worth proposals identifying areas where skill creation is unnecessary.