service-harness
OfficialManage model contexts and memory for intelligent agents.
Software Engineering#memory management#model context management#NATS service#machine learning agent#Quark framework
Authorquarkloop
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill assists in managing model contexts and memory for intelligent agents, ensuring that the context is packaged correctly and memory usage is traceable.
Core Features & Use Cases
- Context Packaging: Package prompt materials and history into bounded model messages.
- Usage Reports: Keep a detailed report of context usage for audit and inspection.
- Memory Management: Store and retrieve explicit memory records with provenance.
- Use Case: For a machine learning agent, imagine storing a memory record of an image processed along with the model's decision. This allows for tracking the agent's thought process and decision-making.
Quick Start
Run the harness skill with the 'harness_ComposeContext' function to package and store the context from the latest session.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: service-harness Download link: https://github.com/quarkloop/agent/archive/main.zip#service-harness Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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