learn

Capture session patterns into categorized memory topic files with anchors.

Updated Apr 6, 2026

Search Tags:#workflow #patterns #memory #conventions #session #repo #learn

Ready to run

npx skills add https://github.com/son-nguyen-301/hydra-claude --skill learn-son-nguyen-301

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/son-nguyen-301/hydra-claude/tree/main/skills/learn
Command: npx skills add https://github.com/son-nguyen-301/hydra-claude --skill learn-son-nguyen-301

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Capture repo-specific patterns, corrections, and conventions from the current session into categorized memory topic files.

Core Features & Use Cases

Save repo-specific patterns encountered during a session for quick retrieval in future work.
Organize findings into categorized memory topics with anchors for efficient routing.
Persist insights at end-of-session or on demand so workflows stay consistent across projects.

Quick Start

Say 'learn from this' to save repo-specific patterns from the current session into memory.

Frequently Asked Questions about learn

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

FAQPage Schema

How do I save repo-specific patterns and conventions from a coding session?▼

You can save repo-specific patterns by triggering the learn command, which captures session corrections and conventions into categorized memory topic files with anchors for efficient retrieval in future workflows. Route patterns to existing categories or create new ones as needed.

What is the best way to persist project conventions across multiple sessions?▼

Persisting project conventions across sessions requires categorized memory topic files that store repo-specific patterns. The memory index and anchors support consistent, long-lived knowledge retrieval within Claude Code sessions, ensuring workflows stay aligned across projects.

Can I organize session findings into categorized memory topics on demand?▼

Yes, you can organize session findings into categorized memory topics on demand. The system routes captured patterns to existing categories or creates new ones, updating the memory index and anchors to support efficient retrieval and workspace structure.

How does memory retrieval work for long-lived knowledge in Claude Code sessions?▼

Memory retrieval for long-lived knowledge works by defining workspace structure, memory persistence, and retrieval semantics. Captured patterns and conventions are stored in categorized topic files with anchors, enabling efficient routing and consistent access across future sessions.

Do I need to manually categorize repo patterns when saving session insights?▼

No, you do not need to manually categorize repo patterns. The system automatically routes patterns to existing categories or creates new ones, updating the memory index and anchors for retrieval to maintain organized, long-lived knowledge without manual intervention.

How do I persist repo-specific conventions captured during a coding session?▼

To persist repo-specific conventions, trigger the capture command which saves session patterns into categorized memory topic files. It updates the memory index and anchors, ensuring workflows and conventions stay consistent across future projects and sessions.