Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →majiayu000/Agent Design Architecture
Design effective AI agent systems with clear architecture, capability planning, and tool integration.
Passed 20 of 22 test cases with the skill, and 17 of 22 without it.
and 1 more in the full report
4 fixed16 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are designing an automated workflow where different specialized AI components need to gather market trend data, analyze competitor pricing, and compile a final strategy briefing for executives. Could you create a complete system specification for this multi-step process? Please layout the structural design pattern for coordinating these components, explain how context should be shared across the pipeline, set explicit success and failure criteria for the final briefing, and provide a step-by-step fallback strategy for when data sources return incomplete information.
| Checked | Without skill | With skill |
|---|---|---|
| Recommends Pattern 4 (Hierarchical Agent) for coordinating specialized research, analysis, and synthesis components | Missed | Passed |
| Specifies parallel execution for gathering market trend data and competitor pricing concurrently before merging results | Passed | Passed |
| Defines explicit success criteria with measurable constraints and failure criteria that explicitly prohibit hallucinated market data | Passed | Passed |
The instructions your model reads when the skill loads.
Effective agent systems require thoughtful architecture that balances capability, safety, and maintainability. This skill guides designing agent systems from first principles.
An agent is a system that:
Key distinction from simple chatbots:
User Request → Model Reasoning → Tool Selection → Tool Execution → Result → Response
When to use: Single-step tasks, straightforward tool selection Example: "Find the latest sales data and summarize" Complexity: Low | Autonomy: Low
Design considerations:
test cases passed, vs 17 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.