How does Memory Retrieve decide which context to load?

The skill uses a combination of project-specific hashes, semantic search queries, and confidence scores (typically 0.8 or higher) to find and apply the most relevant information for your current environment.

Does this work automatically during a Claude Code session?

Yes, it includes a session start workflow that greets you with loaded context and can be configured to automatically search for memories whenever you ask a specific question.

Can I use this across multiple separate codebases?

Yes. It distinguishes between global memories that apply to all your work and project-specific memories tied to unique directory hashes, ensuring no context leakage between projects.

What is memory evolution in this context?

When the skill detects a cluster of five or more memories with the same tag, it flags them for evolution. This allows you to consolidate many small memories into a broader, more robust capability.

Memory Retrieve

Name: Memory Retrieve
Author: gaodes

bygaodes

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생산성 및 워크플로

Retrieves and applies contextual project memories to personalize AI coding sessions and maintain continuity.

Memory Retrieve is a specialized capability for Claude Code that manages persistent context across development sessions. It automatically loads project-specific and global memories at the start of a session, ensuring the AI is immediately aware of your coding standards, previous decisions, and preferences. By utilizing semantic search and confidence-based filtering, the skill injects relevant knowledge into active conversations, helping the AI provide more accurate, context-aware suggestions while identifying opportunities to evolve frequently used patterns into permanent capabilities.

주요 기능

01Clustering detection to identify patterns ready for capability evolution

02Multi-scope memory management (Global vs. Project-specific)

03Confidence-based filtering to ensure only high-quality context is applied

040 GitHub stars

05Semantic search functionality for real-time memory retrieval

06Automatic session-start context loading for project continuity

사용 사례

01Maintaining consistent coding standards across different microservices in a project

02Streamlining onboarding by loading project-specific 'tribal knowledge' automatically

03Recalling specific architectural decisions or dependency requirements during a chat

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gaodes/cc-ecosystem memory-retrieve

For use in Claude.ai and ChatGPT

Download Skill