Prompt LibraryAgents
LLM Self-Critique Loop Prompt for High-Stakes Output
Force a draft-check-revise cycle before returning an answer.
The prompt
Task: {{task}}
Requirements the output must satisfy: {{requirements}}
Step 1: produce a draft.
Step 2: list every requirement above and mark it MET or MISSED against the draft, quoting the exact part of the draft that proves it.
Step 3: if anything is MISSED, revise the draft to fix only those items.
Step 4: return only the final revised output, with no trace of the critique.Replace the {{fields}} with your own context and tighten the rules to match your domain.
More Agents prompts
Agent Token & Cost Budget Planner Prompt
Estimate token usage and cost before running an agent loop.
Bounded Agent Loop Prompt Template
System prompt for an agent that keeps explicit state and stops cleanly.
Agent Tool-Use Scaffold Prompt for New Capabilities
Bootstrap the full tool-calling loop skeleton for one capability.
