What are the different knowledge maturity levels?

Knowledge progresses through five stages: Observation (raw), Learning (tested once), Pattern (used 3+ times), Principle (context-independent), and Wisdom (fundamental behavior change).

When does Oracle Incubate trigger automatically?

It triggers at the end of sessions (when you say 'wrap up' or 'end'), after retrospectives, or when it detects repetitive phrases like 'this keeps happening'.

How does the skill identify promotion candidates?

The skill scans your Oracle database for learnings that have been referenced multiple times or proven in different contexts, suggesting a 'level up' when specific criteria are met.

Can I view a summary of my maturing knowledge?

Yes, by asking for 'incubation status' or 'knowledge maturity,' the skill generates a dashboard showing counts per stage and items ready for promotion.

Oracle Knowledge Incubator

Name: Oracle Knowledge Incubator
Author: laris-co

bylaris-co

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学习与文档

Tracks and matures project knowledge from raw observations into universal principles and core wisdom.

关于

The Oracle Incubate skill monitors your learning process within Claude Code, categorizing insights into a five-level maturity hierarchy ranging from initial observations to core wisdom. It proactively identifies repeating patterns in your workflow, suggests when specific learnings are ready to be promoted based on usage frequency, and provides a comprehensive dashboard to visualize your growing knowledge base. By automating the transition from 'raw observations' to 'tested patterns,' it ensures that valuable technical insights are never lost and are consistently refined over time.

主要功能

Knowledge Maturity Dashboard for visual status reporting
Automated pattern recognition based on usage frequency
Five-level maturity hierarchy tracking (Observation to Wisdom)
2 GitHub stars
End-of-session knowledge maturation scans
Metadata-rich integration with oracle_learn for structured storage

使用场景

Codifying project-specific architectural patterns into universal development principles
Automating post-session retrospectives to capture and 'level up' key technical learnings
Building a long-term, structured knowledge base from daily coding observations

关于

主要功能

Knowledge Maturity Dashboard for visual status reporting
Automated pattern recognition based on usage frequency
Five-level maturity hierarchy tracking (Observation to Wisdom)
2 GitHub stars
End-of-session knowledge maturation scans
Metadata-rich integration with oracle_learn for structured storage

使用场景

Codifying project-specific architectural patterns into universal development principles
Automating post-session retrospectives to capture and 'level up' key technical learnings
Building a long-term, structured knowledge base from daily coding observations