learn-eval

Name: learn-eval
Availability: InStock
Author: nextc

Evaluates extracted patterns and routes them to appropriate folders.

2|Updated Mar 17, 2026

Search Tags:#quality-gate #knowledge-management #skill-writing #learn #pattern-extraction #save-location #global-vs-project

Ready to run

npx skills add https://github.com/nextc/nextc-claude --skill learn-eval

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn-eval
Source: https://github.com/nextc/nextc-claude/tree/main/nextc-ecc/skills/learn-eval
Command: npx skills add https://github.com/nextc/nextc-claude --skill learn-eval

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill extends the learn workflow by introducing a quality gate that flags dubious patterns and decides whether to store insights globally or within the current project.

Core Features & Use Cases

Quality gate after extraction to ensure reusable, non-redundant insights.
Save-location awareness that routes patterns to global or project scope automatically.
Pattern extraction guidance that surfaces structured templates for future reuse.
Use Case: When you finish a learn session, apply this skill to determine if the extracted patterns should be saved globally for cross-project reuse or locally for a specific project.

Quick Start

Run learn-eval on a completed learn session to auto-evaluate patterns and decide the save location.

Frequently Asked Questions about learn-eval

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

FAQPage Schema

How do I evaluate extracted patterns before saving them as skills?▼

To evaluate extracted patterns, apply a quality gate to flag dubious or redundant insights before storage. This ensures only reusable patterns pass validation and proceed to the save-location routing phase.

What is the best way to decide if a learned skill should be global or project-specific?▼

Deciding if a learned skill should be global or project-specific depends on future reuse. Route patterns to Global (~/.claude/skills/learned/) for cross-project reuse, or to the current Project (.claude/skills/learned/) for localized scope.

How do I save reusable patterns with origin metadata?▼

To save reusable patterns with origin metadata, the skill file writer stores the final pattern alongside a concise description. This happens automatically after the quality gate validates the pattern and determines its scope.

Can I apply a quality gate to flag non-redundant insights from a learn session?▼

Yes, you can apply a quality gate to flag non-redundant insights from a learn session. The evaluation mechanism filters out dubious patterns, ensuring only structured, reusable templates are kept for future use.

When should I not save extracted patterns to the global skills directory?▼

You should not save extracted patterns to the global skills directory when they lack cross-project reuse potential. Instead, route project-specific insights to the current project's local .claude/skills/learned/ directory.