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Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
3 fixed16 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Design a multi-step task execution system in YAML for an autonomous data processing workflow. The user wants the agent to complete complex multi-stage tasks without losing track of progress.
| Checked | Without skill | With skill |
|---|---|---|
| Structure the workflow into distinct planning, execution loop, and synthesis stages. | Missed | Passed |
The instructions your model reads when the skill loads.
Design and build AI agents with tools, memory, and multi-step reasoning capabilities. Covers ChatGPT, Claude, Gemini integration patterns based on n8n's 5,000+ AI workflow templates.
This skill covers:
┌─────────────────────────────────────────────────────────────────┐
│ AI AGENT ARCHITECTURE │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Input │────▶│ Agent │────▶│ Output │ │
│ │ (Query) │ │ (LLM) │ │ (Response) │ │
│ └─────────────┘ └──────┬──────┘ └─────────────┘ │
│ │ │
│ ┌───────────────────┼───────────────────┐ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Tools │ │ Memory │ │ Knowledge │ │
│ │ (Functions) │ │ (Context) │ │ (RAG) │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
test cases passed, vs 16 / 22 without
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