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Prompt workflows for contract summary generation

Contract summary generation can be streamlined and automated using prompt workflows that guide an AI model through extracting key information, organizing it, and presenting a clear, concise summary. Below is a detailed workflow outline for generating contract summaries using prompts:


Prompt Workflow for Contract Summary Generation

1. Initial Contract Understanding

  • Prompt:
    “Read the following contract text carefully and identify the main purpose of the contract, the parties involved, and the key dates.”

  • Expected Output:
    A brief description of contract purpose, list of parties, and critical dates (e.g., start date, end date, renewal terms).

2. Key Clauses Extraction

  • Prompt:
    “From the contract text below, extract the key clauses such as payment terms, confidentiality, termination, liability, and dispute resolution.”

  • Expected Output:
    A bullet list or categorized summary of each key clause with a brief explanation.

3. Obligations and Responsibilities

  • Prompt:
    “List the main obligations and responsibilities of each party as described in the contract.”

  • Expected Output:
    Clear assignment of tasks/duties for each party.

4. Financial Terms Summary

  • Prompt:
    “Summarize the financial terms including payment amounts, schedules, penalties, and any conditions for payment.”

  • Expected Output:
    Summary of all financial details related to the contract.

5. Risk and Liability Overview

  • Prompt:
    “Identify and summarize any risk allocations, liability limitations, and indemnity clauses.”

  • Expected Output:
    Overview of who bears which risks, limits of liability, and indemnification details.

6. Important Dates and Milestones

  • Prompt:
    “List all important dates, deadlines, milestones, and renewal or termination notice periods.”

  • Expected Output:
    A timeline or list of critical dates.

7. Summary Generation

  • Prompt:
    “Using the extracted information, generate a concise contract summary highlighting the purpose, parties, key clauses, obligations, financial terms, risks, and important dates.”

  • Expected Output:
    A well-structured contract summary, typically 1-2 pages or 300-500 words.


Optional Advanced Steps

8. Risk Alerts and Recommendations

  • Prompt:
    “Based on the contract terms, highlight any potential risks or unusual clauses that require attention or further review.”

  • Expected Output:
    A risk alert section outlining flagged issues.

9. Action Items

  • Prompt:
    “List any immediate action items or follow-ups required based on the contract terms.”

  • Expected Output:
    Actionable next steps for contract management or negotiation.


This prompt workflow ensures a systematic approach to parsing complex contracts and generating clear summaries suitable for business use. You can chain these prompts or combine steps depending on the contract length and detail required.

If you want, I can generate an example of a contract summary based on sample contract text using this workflow.

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