harness-and-context-engineering
CommunityEngineer the loop around AI models for optimal reliability and performance.
Software Engineering#context-engineering#ai-engineering#token-budgeting#model-reliability#control-loop
Authorjpoindexter
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill guides the engineering of the control loop and context management around AI models, addressing issues like context rot, model reliability, and token budgeting.
Core Features & Use Cases
- Control Loop Engineering: Optimizes the loop that decides when to call the model, handles tool errors, and manages budgets.
- Context Engineering: Focuses on dynamically assembling a token budget for the context window, ensuring the right tokens are present at the right position for each model call.
- Use Case: For a production AI agent system, this Skill helps in building a robust harness that enhances model reliability, even with a mediocre prompt.
Quick Start
Use the harness-and-context-engineering skill to optimize the context and control loop for your AI agent system.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: harness-and-context-engineering Download link: https://github.com/jpoindexter/design-and-ai-skills/archive/main.zip#harness-and-context-engineering Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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