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save-learning

Save user instructions as structured learnings via the caliber CLI.

6|1|Updated Jun 8, 2017
Search Tags:#learning#persistence#ai-assistant#preferences#project-context#caliber
One-click install
npx skills add https://github.com/myadmin-plugins/opensrs-domains --skill save-learning
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: save-learning
Source: https://github.com/myadmin-plugins/opensrs-domains/tree/main/.claude/skills/save-learning
Command: npx skills add https://github.com/myadmin-plugins/opensrs-domains --skill save-learning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Save a user's instruction or preference as a persistent learning that will be applied in all future sessions on this project.

Core Features & Use Cases

  • Detect when the user asks to remember something and convert it into a structured learning item with a clear type (convention, pattern, anti-pattern, preference, or context).
  • Prompt the user to confirm the refined learning and, if confirmed, save it using the caliber CLI and stage the CALIBER_LEARNINGS.md file for commit.
  • Apply learnings across subsequent sessions within the project, ensuring consistent behavior and contextual awareness.

Quick Start

Tell me to remember this instruction and I will persist it as a learning across sessions.

Frequently Asked Questions about save-learning

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

FAQPage Schema
How do I persist user preferences as learnings across AI assistant sessions?▼

To persist user preferences across AI assistant sessions, this Skill detects phrases like 'remember this' or 'from now on', classifies the instruction as a convention or pattern, and saves it via the caliber CLI into CALIBER_LEARNINGS.md for commit.

What is persistent project context and how does it work with the caliber CLI?▼

Persistent project context saves user instructions as structured learnings applied in all future sessions. This Skill uses the caliber CLI to save these items and stages the CALIBER_LEARNINGS.md file so preferences endure across project interactions.

Can I save project conventions and anti-patterns for an AI assistant to remember?▼

Yes, you can save project conventions and anti-patterns. When you instruct the AI assistant to remember a rule, the Skill classifies it into types like convention, pattern, anti-pattern, or preference, confirms it with you, and persists it.

How do I make an AI assistant never do a specific action in future sessions?▼

To make an AI assistant never do a specific action in future sessions, tell it 'never do X' within your project context. The Skill captures this as an anti-pattern learning, asks for confirmation, and saves it via the caliber CLI for future enforcement.

Do I need to manually commit the CALIBER_LEARNINGS.md file after saving a learning?▼

You do not need to manually stage the CALIBER_LEARNINGS.md file after saving a learning. Once you confirm the refined learning, the Skill saves it using the caliber CLI and automatically stages the file for your commit.

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