Can the skill detect duplicate patterns?

Yes, it uses a Jaccard similarity algorithm to compare significant words. If a new pattern matches an existing one by 60% or more, it updates the existing entry rather than creating a duplicate.

What is an 'instinct' in this context?

An instinct is a reusable piece of knowledge or a specific coding pattern that Claude has 'learned' from your sessions, which can eventually be evolved into permanent skills.

How does the confidence score work?

New patterns start with a confidence of 0.3. Each time the pattern is observed or confirmed again, the score increases by 0.2, reaching a maximum 'verified' status at 0.9.

Where are my learned patterns stored?

All instincts are stored locally on your machine in the ~/.claude/learnings/instincts.json file, ensuring your data remains private and accessible.

Continuous Learning System

Name: Continuous Learning System
Author: eroslifestyle

byeroslifestyle

0•

학습 및 문서화

Captures and matures reusable coding patterns and session insights into a persistent knowledge base with automated confidence scoring.

The Continuous Learning System skill empowers Claude to recognize and remember recurring patterns, logic, and workflows discovered during development sessions. By saving these insights as 'instincts' in a local JSON database, the system builds a personalized knowledge base that increases in confidence as patterns are repeatedly verified. It utilizes fuzzy matching to prevent duplicates and auto-tags entries based on context, allowing developers to transform fleeting session discoveries into a robust library of reusable architectural and debugging patterns.

주요 기능

01Session context logging for historical evidence tracking

02Self-healing database with corruption detection and recovery

03Fuzzy matching logic to detect and reinforce existing patterns

040 GitHub stars

05Intelligent tag auto-detection based on pattern keywords

06Persistent instinct storage with automated confidence scoring (0.3 to 0.9)

사용 사례

01Recording project-specific architectural patterns for future consistency

02Capturing complex regex or CLI command sequences for reuse

03Building a personal knowledge base of recurring bug fixes and debugging workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add eroslifestyle/claude-orchestrator-plugin learn

For use in Claude.ai and ChatGPT

주요 기능

01Session context logging for historical evidence tracking

02Self-healing database with corruption detection and recovery

03Fuzzy matching logic to detect and reinforce existing patterns

040 GitHub stars

05Intelligent tag auto-detection based on pattern keywords

06Persistent instinct storage with automated confidence scoring (0.3 to 0.9)

사용 사례

01Recording project-specific architectural patterns for future consistency

02Capturing complex regex or CLI command sequences for reuse

03Building a personal knowledge base of recurring bug fixes and debugging workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add eroslifestyle/claude-orchestrator-plugin learn

For use in Claude.ai and ChatGPT