Prompt & Agent Patterns
Proven prompt structures and defensive patterns.
Prompt & Agent Patterns
Chain-of-Verification Fact Check Prompt
Draft an answer, generate verification questions, answer them independently, then revise, reducing factual errors.
Prompt & Agent Patterns
Few-Shot Classification Prompt
A compact few-shot prompt for labeling text with balanced examples, an explicit label set, and an escape label.
Prompt & Agent Patterns
Production Agent System Prompt Template
A sectioned system prompt template covering role, context, tools, rules, and output format for tool-using agents.
Prompt & Agent Patterns
Prompt Injection Defense for Tool-Using Agents
Layered mitigations for agents that read untrusted content such as web pages, emails, and documents.
Prompt & Agent Patterns
Reliable Structured JSON Output Pattern
Get valid, schema-conforming JSON from any model using native structured outputs where available, and validate-and-repair otherwise.
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