karpathy-patterns
CommunityAgent design principles.
Software Engineering#safety#efficiency#design principles#agent design#ai architecture#autonomous systems#llm agents
Authormangowhoiscloud
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a distilled set of 10 core design principles for building autonomous agent systems, focusing on safety, efficiency, and effective context management.
Core Features & Use Cases
- 10 Design Principles: Covers constraint-based design, single-file constraints, fixed time budgets, ratchet mechanisms, Git as a state machine, context budget management,
program.mdinterface, dumb platforms, branchless DAGs, and simplicity selection. - Use Case: When designing a new autonomous agent, consult these principles to ensure a robust, safe, and efficient architecture, drawing from successful patterns in projects like
karpathy/autoresearchandkarpathy/agenthub.
Quick Start
Review the 10 design principles for autonomous agents.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: karpathy-patterns Download link: https://github.com/mangowhoiscloud/geode/archive/main.zip#karpathy-patterns Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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