huangchao
CommunityHKUDS lens for agent design & product strategy
AuthorOcean326
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This HKUDS-style lens provides a perspective-driven framework to critique and guide agent architectures, helping teams shape durable, open-source product strategies instead of chasing demos.
Core Features & Use Cases
- Real workflow critique: identify recurring jobs and leverage points in agent systems using a product-oriented lens.
- Agent-native interfaces: prioritize CLI, API, or file-based interactions over GUI to improve reliability and automation.
- Memory, retrieval, and tool surfaces: define explicit memory lifecycles, retrieval pipelines, and external tool interfaces.
- Open-source product strategy: frame a project-family roadmap from substrate to domain-level tools for community growth.
Quick Start
Apply the Huang Chao HKUDS perspective to critique this agent architecture for durable, agent-native workflows.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: huangchao Download link: https://github.com/Ocean326/Agents/archive/main.zip#huangchao Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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