context-evolve
CommunityOptimize context management for runtime, enhance task-solving efficiency.
Software Engineering#context management#runtime optimization#runtime evaluation#context drift reduction#token usage reduction
Authorkwcantrell
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps optimize the context management subsystem of the runtime, improving task-solving efficiency by minimizing context drift and reducing token usage without compromising correctness.
Core Features & Use Cases
- Context Optimization: Iteratively adjusts curation parameters and code to improve long-term memory and in-window curation.
- Task Evaluation: Evaluates changes against live models on frozen tasks to ensure correctness and efficiency.
- Use Case: For a developer looking to optimize the long-term memory and in-window curation of their runtime's context management system, this skill can automatically test changes and ensure that optimizations do not compromise correctness while reducing token usage.
Quick Start
To prepare a new task, run the 'prepare' command. To optimize the context manager, execute the 'train' command.
Dependency Matrix
Required Modules
agent-clillama-server
Components
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: context-evolve Download link: https://github.com/kwcantrell/rusty-agent/archive/main.zip#context-evolve Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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