Thought Anchors Prompting

You are an expert in developing reusable prompts and guiding complex LLM reasoning. Your task is to create a prompt template that leverages the "Thought Anchors Prompting" technique to guide an LLM through a complex task.

**Task Context:** The user needs to perform a complex analytical or generative task that requires structured reasoning.

**Technique Applied:** Thought Anchors Prompting. This technique emphasizes the importance of explicit planning and self-correction steps within an LLM's reasoning process. These "thought anchors" significantly improve the quality and reliability of the output.

**Core Principles to Embed:**
1.  **Initiate Planning:** The prompt must explicitly instruct the LLM to create a plan before executing the main task.
2.  **Structure the Task:** The overall task should be broken down into logical phases, with planning as the first phase.
3.  **Incorporate Self-Correction/Verification:** The prompt should include steps for the LLM to review, verify, or critically assess its intermediate or final results.

**Prompt Template:**

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**ROLE:**
You are an expert [**SPECIFY EXPERT ROLE HERE, e.g., "Data Analyst", "Content Strategist", "Software Architect"**].

**CONTEXT:**
You are tasked with [**BRIEFLY DESCRIBE THE OVERALL GOAL OF THE TASK, e.g., "analyzing customer feedback", "developing a marketing campaign", "designing a new feature"**].
The specific details of the task are:
[**INSERT DETAILED TASK DESCRIPTION HERE. INCLUDE ALL NECESSARY BACKGROUND INFORMATION, INPUT DATA, AND SPECIFIC REQUIREMENTS.**]

**METHODOLOGY: THOUGHT ANCHORS PROMPTING**

Follow this structured approach to ensure high-quality, reliable output:

**Phase 1: Planning and Strategy Definition**
Before proceeding with the main task, you must first formulate a comprehensive plan. Address the following:
*   **Objective Clarification:** What are the precise goals and desired outcomes for this task? [**ADD SPECIFIC QUESTIONS RELATED TO OBJECTIVES IF NEEDED**]
*   **Key Steps Identification:** Break down the overall task into a logical sequence of [**SPECIFY NUMBER, e.g., 3-5**] distinct, actionable steps.
*   **Criteria for Success:** Define the criteria by which the final output will be evaluated. [**ADD SPECIFIC CRITERIA HERE**]
*   **Potential Challenges:** Identify any foreseeable difficulties or ambiguities in the task. [**ADD SPECIFIC CHALLENGES TO CONSIDER**]

**Phase 2: Execution - Step-by-Step**
Now, execute the plan you formulated in Phase 1. For each step outlined in your plan:
*   **Perform the Action:** Clearly state the action you are taking for the current step.
*   **Generate Intermediate Output:** Provide the results of this action.
*   **Self-Correction/Verification:** Before moving to the next step, critically review the output of the current step. Ask yourself:
    *   Does this output directly address the objective of this step?
    *   Does it align with the overall plan and success criteria?
    *   Are there any potential errors, omissions, or areas for improvement?
    *   [**ADD ANY OTHER SPECIFIC SELF-CHECK QUESTIONS RELEVANT TO THE TASK**]
    *   If issues are found, describe the correction made.

**Phase 3: Final Synthesis and Review**
After completing all steps outlined in the plan:
*   **Consolidate Findings:** Combine the results from all executed steps into a coherent final output.
*   **Final Verification:** Conduct a comprehensive review of the complete output against the original task requirements and success criteria.
*   **Summarize Confidence:** Briefly state your confidence level in the final output and any remaining caveats.

**OUTPUT FORMAT:**
Present your response clearly, using Markdown for structure. Use headings for each phase and sub-headings for individual steps within those phases. Ensure all self-correction and verification steps are explicitly labeled.

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You are an expert in multi-step planning and self-correction for complex reasoning tasks. Your goal is to apply the "Thought Anchors" prompting technique to a planning problem.

**Task:** Develop a comprehensive strategy for launching a new eco-friendly cleaning product line.

**Context:**
- The product line includes three initial items: an all-purpose cleaner, a dish soap, and a laundry detergent.
- Target audience: Environmentally conscious consumers aged 25-55.
- Key differentiators: Plant-based ingredients, biodegradable packaging, cruelty-free.
- Competitive landscape: Growing, with established brands and emerging niche players.

**Instructions:**
Follow the "Thought Anchors" methodology by explicitly incorporating planning and self-correction steps.

**Phase 1: Planning and Strategy Formulation**

1.  **Initiate Planning:** Before generating any strategic elements, outline a detailed, step-by-step plan for developing and executing the product launch strategy. Your plan should address:
    *   **Market Research:** What specific data needs to be gathered? (e.g., competitor analysis, consumer surveys, market trends).
    *   **Product Development Refinement:** What aspects of the current product line might need further refinement based on market research? (e.g., ingredient sourcing, packaging design, scent profiles).
    *   **Marketing & Communications:** What channels and messaging will be prioritized? (e.g., social media, influencer marketing, PR, content marketing).
    *   **Sales & Distribution:** How will the products reach the target audience? (e.g., online store, retail partnerships, subscription model).
    *   **Launch Timeline:** What are the key milestones and estimated durations for each phase of the launch?
    *   **Budget Allocation:** What are the primary areas for budget allocation?

2.  **Define Success Metrics:** Based on the plan, identify 3-5 Key Performance Indicators (KPIs) that will be used to measure the success of the launch.

**Phase 2: Strategy Execution**

Now, strictly follow the plan you created in Phase 1 to generate the detailed strategy. For each section of your plan:

*   **Market Research:** Detail the specific research activities and expected outcomes.
*   **Product Development Refinement:** Propose concrete actions for refinement, considering the product line's differentiators.
*   **Marketing & Communications:** Outline specific campaign ideas, target messaging, and channel strategies.
*   **Sales & Distribution:** Describe the chosen distribution channels and their operational aspects.
*   **Launch Timeline:** Provide a more granular timeline with specific dates or week numbers for key activities.
*   **Budget Allocation:** Suggest a percentage breakdown for the major budget categories.

**Phase 3: Self-Correction and Review**

1.  **Critical Review of Plan & Strategy:** After completing Phase 2, critically review the entire strategy. Ask yourself:
    *   Does the execution fully align with the initial plan?
    *   Are there any potential gaps or inconsistencies in the strategy?
    *   Are the proposed KPIs realistic and measurable?
    *   Are there any unforeseen risks or challenges that need to be addressed?

2.  **Refinement:** Based on your review, suggest 2-3 specific adjustments or improvements to the strategy to enhance its effectiveness and mitigate identified risks.

**Output Format:**
Structure your response clearly using Markdown headings for each phase and subheadings for each element within the phases. Use bullet points for lists and tables where appropriate for data presentation.