How does Kaizen Recall improve Claude's responses?

It automatically adds relevant project-specific rules and patterns to the prompt context, ensuring Claude remembers your specific coding standards and previous implementation decisions.

Where are the recalled entities stored?

Entities are stored in a local .claude/entities.json file within your project root, allowing for easy manual editing and inclusion in your git repository.

Does this skill consume a lot of tokens?

The skill is designed to load entities and present them to Claude for filtering, ensuring that only the most relevant context is applied to the final task execution.

Can I customize when specific knowledge is recalled?

Yes, you can define 'trigger' and 'category' fields within your entities JSON to help organize and signal when specific strategies should be applied.

Kaizen Knowledge Recall

Name: Kaizen Knowledge Recall
Author: AgentToolkit

byAgentToolkit

•

生产力与工作流

Automatically retrieves and injects contextually relevant entities and project-specific patterns into Claude's prompt for higher quality code generation.

The Kaizen Recall skill enhances AI agent performance by implementing a self-improving knowledge loop. It automatically scans a project-specific knowledge base located in your local directory whenever a prompt is submitted, injecting relevant architectural decisions, coding standards, and strategic patterns directly into Claude's context. By filtering stored entities based on the current task, it ensures that the AI adheres to established best practices and previous project learnings without manual copy-pasting or overwhelming the context window.

主要功能

01Automatic hook-based entity retrieval during prompt submission

02Category-based entity organization including strategies and triggers

036 GitHub stars

04Intelligent relevance filtering for high-density context management

05Structured knowledge storage in JSON for easy version control

06Seamless integration with self-improving agent workflows

使用场景

01Enforcing project-specific architectural patterns across multiple coding sessions

02Building a growing repository of lessons learned for autonomous AI agents

03Maintaining consistent resource management and security strategies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add agenttoolkit/kaizen recall

For use in Claude.ai and ChatGPT

Download Skill