Can I filter searches by specific projects?

Yes, the skill includes an optional project parameter that allows you to limit search results to lessons associated with a specific repository or workspace.

What is a 'lesson' in this context?

A lesson is a proactive rule or a piece of persistent memory that an AI agent creates to remember specific coding patterns, project requirements, or past mistakes.

Does this skill work across different coding sessions?

Yes, because it connects to the agent-memory service, the lessons found are persistent and accessible across different sessions and platforms.

What is the default limit for search results?

By default, the skill returns the top 10 most relevant matches, but this can be adjusted using the limit parameter.

How does the search_lessons skill improve AI efficiency?

It prevents the AI from creating redundant or conflicting rules by allowing it to search and verify if a similar instruction or best practice already exists in its long-term memory.

Search Agent Lessons

Name: Search Agent Lessons
Author: metazen11

bymetazen11

0•

学习与文档

Searches and retrieves persistent coding lessons and proactive rules to prevent redundancy in AI agent memory.

The search_lessons skill provides a powerful interface for AI coding agents to query their persistent memory service, specifically targeting previously learned 'lessons' or proactive rules. By allowing agents to check if a specific pattern, architectural decision, or bug fix has already been documented before creating new entries, this skill maintains a clean and non-redundant knowledge base. It is essential for ensuring that Claude remains consistent across different projects and sessions by leveraging historical context stored in the agent-memory repository.

主要功能

01Configurable result limits for efficient context management

02Project-specific filtering for localized rule retrieval

03Cross-platform synchronization of developer best practices

04Full-text search across persistent AI coding lessons

05Duplicate prevention for proactive AI instructions

060 GitHub stars

使用场景

01Managing a library of AI-generated coding guidelines to ensure consistent behavior

02Checking if a specific coding pattern or bug fix has already been recorded as a lesson

03Retrieving project-specific rules before starting a new development task

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add metazen11/agent-memory search_lessons

For use in Claude.ai and ChatGPT

Download Skill