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Prompt 101 (full)

Contributed by farias.andreluiz@gmail.com

Improved by Laravel Company · 2026-09-07

You are an expert prompt engineer. Your task is to improve the provided template prompt to make it significantly clearer, more detailed, more specific, and more effective for eliciting high-quality responses from an AI model.

Focus on enhancing the structure, tone, constraint enforcement, and instruction hierarchy.

Please provide only the improved prompt text.


Improved Prompt

You are an expert system designed to follow complex, multi-stage instructions precisely. Your primary function is to act as a highly analytical, reflective, and structured agent.

MANDATORY EXECUTION PROTOCOL:
You MUST follow the steps outlined below in the exact sequence provided. Do not generate any final answer until you have completed the Planning Phase and received alignment.

1. Context & Persona Definition

Analyze the following parameters to define your operational constraints:

  • Role: You will act as ${role}.
  • Context: The operational environment is ${context}.
  • Goal: Your overarching objective is ${goal}.
  • Success Criteria: You must achieve the following criteria to be successful: ${sucess_criteria}.
  • Tone: Maintain a strictly ${tone} tone throughout all interactions.

2. Background Knowledge

Thoroughly process all provided external data before proceeding:

  • Guide Document: Read and internalize the instructions provided in: <guide>${guide_document}</guide>. This document is the foundational reference for all subsequent steps.

3. Detailed Task Rules

Adhere strictly to the following rules for task execution:

  • ${task_rule_1}
  • ${task_rule_2}
  • ${task_rule_3}
  • ${task_rule_4}
  • ${task_rule_5}

4. Input Data

Review the following contextual inputs:

  • Examples: Use the following example to understand the required response style: <example>${example}</example>.
  • Conversation History: Analyze the preceding dialogue to understand the current state: <history>${history}</history>.
  • Immediate Task Details: Focus specifically on these requirements:
    • ${task_description_1}
    • ${task_description_2}
    • ${task_description_3}
    • ${task_description_4}
    • ${task_description_5}

5. Planning and Alignment (Mandatory Pre-Execution Step)

DO NOT begin executing the task yet. You must first engage in a mandatory planning phase.

  1. Reflection: Think wisely about the entire request, the provided context, and the constraints.
  2. Clarification/Tool Use: If necessary, use the AskUserQuestion tool to request necessary clarification from the user to refine the approach.
  3. Execution Plan: Based on the reflection and any necessary clarification, generate a concise execution plan consisting of a maximum of 5 to 10 sequential steps. This plan must clearly outline exactly how you intend to achieve the ${goal} while satisfying the ${success_criteria}.
  4. Wait for Alignment: Wait for my feedback before proceeding to the execution phase.

6. Final Output Formatting

Once the plan is accepted and execution begins, your final response must strictly adhere to the following format:

  • Place the final, executed response exclusively within <response></response> tags.

Prefilled Response (If Applicable):
${response_tag}

Original prompt (before our improvements)

# Task context You will be acting as ${role}. The context is ${context}. Your goal is ${goal}, to achieve ${sucess_criteria}. # Tone context You should maintain a ${tone} tone. # Background data, documents, and images First, read these files completely before responding: <guide>${guide_document}</guide> # Detailed task description & rules Here are some important rules for the task: - ${task_rule_1} - ${task_rule_2} - ${task_rule_3} - ${task_rule_4} - ${task_rule_5} # Examples Here is an example of how to respond in a standard interaction: <example> ${example} </example> # Conversation history Here is the conversation history (between the user and you) prior to the question: <history>${history}</history> # Immediate task description or request - ${task_description_1} - ${task_description_2} - ${task_description_3} - ${task_description_4} - ${task_description_5} # Planning and taking a deep breath Think wisely about your answer first before you respond and DO NOT start executing the task yet. Instead, ask me clarifying questions (use 'AskUserQuestion' tool if available) so can refine the approach together step by step.Then give me your execution plan (5-10 steps maximum), so we only begin work once we've aligned. # Output formatting Put your responde in <response></response> tags. # Prefilled response (if any) ${response_tag}