skill-farm

Manage skill lifecycles with CREATE, IMPROVE, and ASSESS workflows.

1|1|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/demithras/ClearMeta --skill skill-farm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-farm
Source: https://github.com/demithras/ClearMeta/tree/main/.claude/skills/skill-farm
Command: npx skills add https://github.com/demithras/ClearMeta --skill skill-farm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Skill lifecycle management for AI agent skills, enabling reliable creation, improvement, assessment, and governance under an AX-centric framework.

Core Features & Use Cases

  • Structured CREATE/IMPROVE/ASSESS workflows to guide skill evolution
  • AX-focused validation and CLEAR-aligned outputs for reproducibility
  • Easy branching and integration with references, tests, and templates

Quick Start

Use /skill-farm create to plant a new skill, then follow prompts to define scope, AX requirements, and tests.

Frequently Asked Questions about skill-farm

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

FAQPage Schema
How do I manage the lifecycle of AI agent skills with deterministic workflows?

You can manage the lifecycle of AI agent skills by applying structured CREATE, IMPROVE, and ASSESS workflows that enforce AX principles and output deterministic state blocks for reliable creation and governance.

What is the best way to automate skill creation and validation under an AX-focused framework?

Automating skill creation and AX-focused validation is best handled by branching workflows that integrate references, tests, and templates, ensuring reproducibility and traceability within the CLEAR META framework.

Do I need jq installed to run branching workflows for skill management?

Yes, you need jq installed as a dependency to execute the branching workflows and process the deterministic state blocks generated during skill management operations.

How do I assess and improve existing project-specific skills?

You assess and improve existing project-specific skills by triggering the ASSESS and IMPROVE workflows, which apply AX-focused validation, capture learning data, and enforce a CLEAR exit for lifecycle governance.

Can I use this workflow to enforce traceability for both global and project-specific skills?

Yes, you can use the workflow to enforce traceability for both global and project-specific skills by applying the CLEAR META framework to validate scope, AX requirements, and tests throughout the skill lifecycle.