Prompt LibraryAgents
Agent Decision Explainability Formatter Prompt
Turn an agent's tool-call chain into an explanation.
The prompt
Produce a human-readable explanation of the agent's decisions from the trace below.
For each tool call: what the agent wanted to know, what it learned, and how that changed the next decision.
End with: the single decision that mattered most, and what would have changed the outcome.
Do not justify — explain. If a step was wasteful, say so.
Trace:
{{trace}}Replace the {{fields}} with your own context and tighten the rules to match your domain.
More Agents prompts
Agentic AI Spec Writer Prompt
Turn a fuzzy automation idea into a bounded agent specification.
Agent Tool Description Generator Prompt
Write a tool description a model will actually route to correctly.
Agent Tool-Use Scaffold Prompt for New Capabilities
Bootstrap the full tool-calling loop skeleton for one capability.



