replay_buffer
CommunityRecord and replay agent experiences.
Software Engineering#debugging#logging#reinforcement learning#experience replay#agent memory#replay buffer
Authorjnesfield-bot
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a robust mechanism to store and retrieve all agent interactions, enabling detailed analysis, debugging, and learning from past experiences.
Core Features & Use Cases
- Comprehensive Logging: Records every agent heartbeat transition, including observations, actions, results, and attachments.
- Queryable Archive: Supports filtering by time, action type, success status, tags, and episodes.
- Use Case: After an agent fails to complete a complex task, use the replay buffer to examine the exact sequence of events, identify the point of failure, and understand the agent's decision-making process to improve future performance.
Quick Start
Record the current agent transition into the replay buffer located at './buffer'.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: replay_buffer Download link: https://github.com/jnesfield-bot/rho/archive/main.zip#replay-buffer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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