What does reinforcing a memory actually do?

It increases the confidence score of a specific memory by 0.1 and increments its reinforcement count, making it more likely Claude will apply that memory in future sessions.

What happens when a memory reaches 0.8 confidence?

At a confidence level of 0.8 or higher, the memory becomes eligible to be synced directly to your project's CLAUDE.md file for permanent documentation.

Is there a limit to how high a memory's confidence can go?

Yes, memory confidence is capped at a maximum value of 1.0, representing absolute certainty.

How do I find the ID of the memory I want to reinforce?

You can use companion skills like /ccmem-list or /ccmem-search to view all stored memories and identify the specific ID you wish to update.

Memory Reinforcement

Name: Memory Reinforcement
Author: gaodes

bygaodes

0•

생산성 및 워크플로

Enhances the reliability of Claude's learned memories by providing positive feedback and increasing confidence scores.

The ccmem-reinforce skill allows developers to validate and strengthen specific memories Claude has acquired during a development project. By applying positive reinforcement, users increase a memory's confidence score by 0.1, making that specific context or preference more likely to be prioritized in future AI sessions. This skill is essential for fine-tuning project-specific conventions and serves as a bridge to promote high-confidence memories into permanent project documentation, ensuring the AI aligns perfectly with your preferred workflows and standards.

주요 기능

01Automated synchronization to CLAUDE.md for high-confidence items

020 GitHub stars

03Prioritize validated memories in future reasoning steps

04Increase memory confidence by 0.1 increments up to 1.0

05Track positive reinforcement counts for learned AI behaviors

06Simple CLI-based feedback loop for real-time memory tuning

사용 사례

01Validating that Claude correctly followed a specific project styling convention

02Strengthening a preference for specific tools like pnpm or Vitest over defaults

03Promoting frequently useful AI memories into permanent project configuration files

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gaodes/cc-ecosystem ccmem-reinforce

For use in Claude.ai and ChatGPT

Download Skill