save-learning

Name: save-learning
Availability: InStock
Author: buckeyes22

Save user instructions as persistent learnings in CALIBER_LEARNINGS.md.

Updated Aug 27, 2026

Search Tags:#preferences #persistent-learning #project-standards #caliber-learn #save-learning #remember-instruction

Ready to run

npx skills add https://github.com/Buckeyes22/weather-app --skill save-learning-buckeyes22

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: save-learning
Source: https://github.com/Buckeyes22/weather-app/tree/main/docs/corpora/caliber/skills/save-learning
Command: npx skills add https://github.com/Buckeyes22/weather-app --skill save-learning-buckeyes22

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Save user instructions as persistent learnings across sessions, ensuring guidance is applied in future interactions without repeated re-asks.

Core Features & Use Cases

Detect user prompts to remember instructions, conventions, or rules (e.g., "remember this", "from now on", or "never do Y").
Refine each instruction into a clear, actionable learning bullet categorized as convention, pattern, anti-pattern, preference, or context.
After user confirmation, persist the refined learning to CALIBER_LEARNINGS.md to drive consistent behavior across sessions.
Optional: scope learnings to personal vs. project-wide contexts via the appropriate flags.

Quick Start

Remember this instruction for future sessions and apply it project-wide.

Frequently Asked Questions about save-learning

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

FAQPage Schema

How do I save user instructions for persistent learning across sessions?▼

To save user instructions across sessions, you can trigger the skill by prompting it to "remember this" or apply a rule "from now on." It refines your instruction into an actionable learning and stores it in CALIBER_LEARNINGS.md after confirmation.

What is the best way to make an AI remember project conventions and rules?▼

The best way to make an AI remember project conventions is to state your rule and ask it to remember the instruction. The skill categorizes the rule as a convention, pattern, or preference, then persists it to CALIBER_LEARNINGS.md for future interactions.

Can I scope persistent instructions to personal preferences instead of project-wide?▼

Yes, you can scope persistent instructions to personal preferences by applying the --personal flag. This ensures your saved learnings are categorized as personal context rather than project-wide standards.

How does saving persistent learnings work with CALIBER_LEARNINGS.md?▼

Saving persistent learnings works by writing your refined instructions to CALIBER_LEARNINGS.md. After you confirm the categorized learning bullet, the skill stores it in this file to drive consistent behavior in future sessions.

What types of instructions can I persist as project standards for future sessions?▼

You can persist project standards by asking the skill to remember instructions, conventions, or rules. It refines these into clear bullets categorized as convention, pattern, anti-pattern, preference, or context before storing them.

Do I need to confirm before the skill saves a persistent learning?▼

Yes, user confirmation is required before the skill saves a persistent learning. Once you confirm the refined instruction, it is persisted to CALIBER_LEARNINGS.md to ensure the behavior is applied in future sessions.