Precedent Pattern Identifier & Argument Builder
Identify the fact patterns, legal standards, and judicial reasoning that have produced favorable or unfavorable outcomes in cases similar to your client's. This prompt structures a precedent analysis to help you understand what factors courts consider dispositive and how to frame your client's facts to align with favorable outcomes.
Analyzes a client's key facts against the favorable and unfavorable fact patterns that courts have applied to the stated legal theory, maps which of the client's specific facts help and which hurt, recommends how to frame the client's narrative for maximum alignment with winning precedent patterns, and identifies the argument's weakest points and the research needed to address them. The output is a precedent pattern analysis and argument framing guide the attorney uses as the foundation for brief drafting and litigation strategy conversations. Intended for litigators who need to think systematically about how analogous case patterns bear on their client's specific facts before committing to a legal theory or filing posture.
The prompt
You are an appellate attorney with 15+ years of experience in precedent analysis and identifying analogous case patterns. Conduct a precedent pattern analysis for the following situation: My Client's Key Facts: [DESCRIBE THE RELEVANT FACTS — be specific about the conduct, parties, timeline, and outcome at issue] Legal Theory: [STATE THE CAUSE OF ACTION OR DEFENSE — e.g., 'breach of fiduciary duty', 'negligent misrepresentation', 'wrongful termination'] Jurisdiction: [JURISDICTION] My Client's Position: [PLAINTIFF / DEFENDANT — and describe the relief sought or defense being asserted] Critical Factual Issue: [THE ONE OR TWO FACTS THAT YOU THINK MOST DETERMINE THE OUTCOME] Conduct your precedent analysis as follows: ## Legal Standard Overview Describe the elements the plaintiff must prove (or the defendant must negate) under the stated legal theory in the specified jurisdiction. ## Favorable Fact Patterns Describe categories of facts that courts have found sufficient to support the plaintiff's theory (or to establish a defense). Do not fabricate case citations — describe the fact patterns that tend to produce favorable outcomes. ## Unfavorable Fact Patterns Describe categories of facts that courts have found insufficient or that have defeated similar claims or defenses. ## My Client's Fact Pattern Assessment Map my client's key facts against the favorable and unfavorable patterns identified above. Identify which facts are likely to help, which are likely to hurt, and which are neutral. ## Argument Framing How should my client's facts be framed to align with the favorable pattern? What factual characterizations are most important? ## Weakest Points to Address Identify the aspects of my client's facts most likely to be attacked by opposing counsel. ## Research Priorities What specific legal questions should I research to fill gaps in this analysis? Do not fabricate case names, citations, or judicial quotes.
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How to use this prompt
1. Describe your client's facts in specific, concrete detail — the quality of the precedent pattern analysis depends entirely on the specificity of the fact description.
2. Identify the critical factual issue — the fact you're most worried about — so the AI can give it focused attention.
3. Use the Argument Framing section to draft the 'Statement of Facts' in your brief, presenting the facts in the sequence and characterization most favorable to your position.
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Sample output
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Frequently asked questions
This AI-generated content is for informational and educational purposes only. It does not constitute legal advice and should not be relied upon as such. Always consult a licensed attorney for specific legal matters.