Lawyers

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.

Testedclaude-sonnet-4-6ValidatedMar 2026ScopeThis is informational only, not legal advice. Recommend cons…TierAdvanced
AI Role
You are an appellate attorney with 15+ years of experience in precedent analysis…
Models
Claude
Confidence
Advanced
Constraints
This is informational only, not legal advice. Recommend consulting a licensed attorney for specific matters.
Do not fabricate case names, citations, or quotations from judicial opinions.
Outcome predictions are not guarantees — litigation outcomes depend on many factors including judge, jury, and evidence quality.
This analysis reflects general patterns and does not account for jurisdiction-specific quirks that require primary source research.
Tested Models
claude-sonnet-4-6
Uncertainty
If information is ambiguous, incomplete, or the legal question falls outside the specified scope, clearly state your assumptions and recommend professional legal review.
Jurisdiction
US-general
Last updated
2026-05-28Published

The prompt

1,947 characters
precedent-finder.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

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

2. Identify the critical factual issue — the fact you're most worried about — so the AI can give it focused attention.

3

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.

Customization tips

Add 'Also analyze this from the opposing party's perspective' to stress-test your argument and identify where you are most vulnerable.
Specify 'Assume a conservative/plaintiff-friendly/defendant-friendly judge' to think through how case framing should adapt to judicial temperament.
For cases with multiple legal theories, run the prompt once per theory and then compare which theory has the strongest fact pattern alignment.
Add 'Identify what discovery would strengthen the favorable fact pattern' to connect your legal strategy to your discovery plan.

Sample output

Mar 2026Advanced
PRECEDENT ANALYSIS — Constructive Eviction During Commercial Renovation RESEARCH OBJECTIVE: Identify the key legal doctrines and analytical frameworks courts apply when evaluating constructive eviction claims by commercial tenants who vacated during landlord renovation periods. KEY DOCTRINES AND ANALYTICAL PATTERNS: DOCTRINE 1 — SUBSTANTIAL INTERFERENCE THRESHOLD Courts uniformly require the interference with use and enjoyment to rise above "trifling inconveniences." In commercial renovation cases, factors consistently weighed include: duration of the interference, whether the interference rendered the tenant's specific permitted use impossible or merely inconvenient, whether the landlord took reasonable steps to mitigate the impact, and whether prior notice was given. Long-duration interferences (typically exceeding 8–12 weeks) that completely eliminate the tenant's ability to conduct its business have been most successful. Short-duration interferences that merely inconvenience operations have rarely succeeded. DOCTRINE 2 — TIMELY ABANDONMENT REQUIREMENT The requirement that the tenant vacate within a reasonable time is strictly applied in commercial contexts. Courts reason that continued occupation with knowledge of the interference may be construed as acceptance or waiver. The appropriate timeframe is fact-specific but courts have found vacations occurring 4–8 weeks after the onset of substantial interference to be timely. DOCTRINE 3 — LANDLORD INTENT IS NOT REQUIRED Commercial constructive eviction does not require proof that the landlord intended to force the tenant out. The focus is on the objective effect of the landlord's conduct on the tenant's use and enjoyment. This is significant in renovation contexts where the landlord's renovation activities, though not malicious, may nonetheless create the requisite interference. DOCTRINE 4 — RENT OBLIGATIONS POST-VACATION Once a constructive eviction is established, rent obligations cease from the date of vacation. The tenant may also recover consequential damages including reasonable moving costs and any premium paid for substitute space. PRACTICAL APPLICATION TO CURRENT MATTER: The 14-week duration, complete operational shutdown of the commercial kitchen, and landlord's failure to provide abatement or alternative space create a strong factual foundation under each doctrine. Assemble documentation of all operational impacts before filing or responding to any landlord claim for unpaid rent. This precedent analysis is provided for informational purposes only and does not constitute legal advice.

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Professional Disclaimer

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.