learn

Parse and store user-provided error patterns with solutions in the learning database.

415|44|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/notque/claude-code-toolkit --skill learn-notque
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/notque/claude-code-toolkit/tree/main/skills/learn
Command: npx skills add https://github.com/notque/claude-code-toolkit --skill learn-notque

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually teach Claude Code an error pattern and its solution, storing it in the learning database with high confidence. Use when a user provides an explicit error->solution pair, wants to preload fix knowledge, or corrects a previous bad fix. Do NOT use for automatic error learning (that is the error-learner hook), debugging live issues, or querying existing patterns.

Core Features & Use Cases

  • Parse "error -> solution" input into structured pattern data
  • Classify fix types (auto, skill, agent, manual) from solution text
  • Store patterns in the unified learning database at 0.9 confidence
  • Update confidence on existing patterns for the same error signature

Quick Start

Teach Claude Code an error pattern by providing an error and its fix, then confirm it is stored in the learning database.

Frequently Asked Questions about learn

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

FAQPage Schema
How do I manually teach Claude Code an error pattern and its fix?

To manually teach an error pattern, provide an explicit error-to-solution mapping. The Skill parses your input, classifies the fix type, and stores the structured pattern data in the learning database at 0.9 confidence.

Can I preload fix knowledge into the learning database before encountering errors?

Yes, you can preload fix knowledge by supplying error-and-solution pairs. The Skill ingests these manual mappings, validates them, and stores them as high-confidence patterns for future cross-session retrieval.

Does this Skill automatically capture and learn from live debugging errors?

No, this Skill does not handle automatic error learning from live debugging. It is designed specifically for manual knowledge ingestion where users supply explicit error-to-solution pairs for quick retention.

What happens when I store a new solution for an error signature that already exists in the learning database?

When you store a solution for an existing error signature, the Skill updates the confidence score on the existing pattern. It applies validation and guardrails during the parsing and storage workflow to ensure data integrity.

How are fix solutions classified when ingesting error patterns into the learning database?

Fix solutions are classified into four types: auto, skill, agent, and manual. The Skill parses your solution text, determines the appropriate fix type, and stores the classified pattern in the unified learning database.

Can I use this Skill to query existing error patterns stored from previous sessions?

No, querying existing patterns is not supported. This Skill is strictly for end-to-end parsing, classification, storage, and confirmation of new manual error-to-solution mappings, not for retrieving previously stored knowledge.