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Fifty attorney-tested prompt templates organized by practice area and research task. Each template includes a structure with replaceable variables and a note on when to use it across case law, statutory, regulatory, brief writing, contract, and due diligence research.
2026/07/27
Most attorneys using AI research tools for the first time write prompts the way they would write a Google search query: a few words or a vague question. The AI returns a general answer that may or may not be jurisdictionally correct, rarely surfaces adverse authority, and provides citations at a confidence level the attorney cannot assess.
The templates in this guide are designed to solve that problem by encoding legal research discipline directly into prompt structure. Each template anchors jurisdiction, specifies procedural posture where relevant, requests citation format for verification, and instructs the AI to surface adverse authority and flag uncertainty. Copy-paste the template, fill in the [BRACKETED] variables, and you have a research prompt structured the way a senior supervising attorney would frame the question.
Prompt engineering for legal research is a specialized skill. Legal research differs from general information retrieval in three fundamental ways: jurisdiction determines which authorities are controlling versus merely persuasive; procedural posture determines the legal standard being applied; and ethical obligations (including MRPC 3.3 on candor) require that adverse authority be identified, not just supporting authority.
A prompt that omits jurisdiction may return New York law in response to a California practitioner's question. A prompt that omits procedural posture may return summary judgment authority when the attorney needs motion to dismiss authority. A prompt that does not request adverse authority produces one-sided research that leaves the attorney exposed to ambush.
The templates below are organized by task category. Within each category, templates progress from foundational queries to more specialized research tasks. Each template note explains when to use it — the trigger scenario that makes this particular structure the right approach.
These templates are compatible with any legal AI research tool. They produce the best results on retrieval-augmented tools grounded in legal databases. When using general-purpose LLMs, apply heightened citation verification to every output.
Three operating principles:
Principle 1: Fill in all variables. The [BRACKETED] variables are not optional. Jurisdiction, claim type, and procedural posture are not interchangeable defaults. An incomplete prompt produces a generalized answer.
Principle 2: Chain templates for complex research. Use Template 1 to establish the general rule, Template 3 to get adverse authority, and Template 7 for circuit split identification. Chaining produces comprehensive research that a single query cannot.
Principle 3: Verify every citation independently. These templates instruct the AI to flag uncertainty, but that instruction reduces rather than eliminates hallucination risk. Every citation requires verification in Westlaw or Lexis before use in any court filing or formal opinion.
For maximum citation reliability:
For contract interpretation and due diligence templates, also consider:
Template 1 — Elements of a Claim When to use: Beginning research on an unfamiliar claim type. "Under [JURISDICTION] law, what are the elements a plaintiff must prove to establish [CLAIM TYPE]? Cite the controlling case(s) establishing the test with full citation and year. Note any split between courts within [JURISDICTION] on how elements are defined, and flag your confidence level on each citation."
Template 2 — Applicable Legal Standard When to use: Establishing the controlling test for a legal issue. "In the [CIRCUIT] Circuit, what is the current test for [LEGAL STANDARD]? Provide: (1) the name and citation of the leading case establishing this test, (2) year decided, (3) whether the test has been modified by subsequent decisions, (4) any circuit split on this standard. Flag any citation you are less than highly confident is accurate."
Template 3 — Case Law Survey with Adverse Authority When to use: Preparing a comprehensive research memo on a contested issue. "Provide a survey of [JURISDICTION] case law on [LEGAL ISSUE] from [YEAR] to present. First, identify the three best cases supporting the proposition that [YOUR POSITION]. Then, identify the two most significant adverse cases. For each case: full citation, year, key facts, holding, and whether still good law."
Template 4 — Statute of Limitations When to use: Advising on filing deadlines or tolling arguments. "Under [JURISDICTION] law, what is the statute of limitations for a [CLAIM TYPE] claim? Does the discovery rule apply? If so, when does the limitations period begin to run? Cite the governing statute and the controlling case on the discovery rule. Note any recent legislative amendments."
Template 5 — Damages Analysis When to use: Quantifying recoverable damages for a specific claim type. "Under [JURISDICTION] law, what categories of damages are recoverable in a [CLAIM TYPE] action? Are punitive damages available? What standard governs punitive damages? Provide citations for each category with year. Note whether any damages categories are capped by statute or case law."
Template 6 — Affirmative Defenses When to use: Identifying defenses to assert in an answer or motion. "Under [JURISDICTION] law, what affirmative defenses are available to a defendant in a [CLAIM TYPE] action? For each defense: name, elements, and the controlling case establishing the defense. Which defenses are most frequently successful in [JURISDICTION]? Cite the cases you believe are most on point, with confidence flags."
Template 7 — Circuit Split Identification When to use: Preserving issues for certiorari or identifying favorable jurisdictions. "Is there a circuit split on [LEGAL ISSUE]? If so: (1) identify which circuits have adopted each position, (2) cite the leading case in each circuit, (3) note whether the Supreme Court has granted cert or issued dicta on this issue, (4) indicate which position the [TARGET CIRCUIT] follows."
Template 8 — Recent Developments When to use: Updating research on a fast-moving area of law. "What are the most significant [JURISDICTION] appellate decisions on [LEGAL ISSUE] from [YEAR] to present? Summarize each decision in two to three sentences and provide full citations. Note any trend in how courts are ruling and whether any decision appears likely to be reviewed by a higher court."
Template 9 — Standard of Review on Appeal When to use: Framing an appellate brief or assessing trial court error. "What is the standard of review in the [CIRCUIT] Circuit for a district court's [RULING TYPE] in a [CASE TYPE] matter? Provide the leading case establishing this standard. Note any subissues within this ruling type that are reviewed under a different standard."
Template 10 — Constitutional Claim Framework When to use: Evaluating viability of a constitutional claim. "Under [CIRCUIT] Circuit precedent, what is the current framework for analyzing a [CONSTITUTIONAL PROVISION] claim when [FACTUAL SCENARIO]? Identify the applicable tier of scrutiny, the leading case establishing the framework, and the most recent circuit application. Identify any pending circuit or Supreme Court cases that might affect this framework."
Template 11 — Plain Text Analysis When to use: Starting point for any statutory interpretation question. "What is the plain text meaning of [STATUTE CITATION] § [SECTION] as applied to [FACTUAL SCENARIO]? Identify the operative statutory language and explain how courts in [JURISDICTION] apply plain text interpretation. Have courts split on how to interpret this specific provision?"
Template 12 — Legislative History When to use: When plain text is ambiguous and legislative intent is relevant. "What does the legislative history of [STATUTE CITATION] reveal about Congressional or legislative intent regarding [SPECIFIC QUESTION]? Identify any relevant committee reports, floor debate, or conference report language. How have courts in [JURISDICTION] used this legislative history in statutory interpretation?"
Template 13 — Agency Interpretation Deference When to use: Evaluating whether an agency interpretation is entitled to deference. "How have courts in [CIRCUIT] approached deference to [AGENCY]'s interpretation of [STATUTE CITATION] § [SECTION]? What level of deference applies post-Loper Bright? Has the agency issued formal or informal guidance on [SPECIFIC QUESTION]? Cite the relevant cases."
Template 14 — Preemption Analysis When to use: Assessing whether federal law preempts a state claim. "Under [STATUTE CITATION], does federal law preempt [STATE LAW CLAIM/REGULATION] when [FACTUAL SCENARIO]? Analyze field preemption, conflict preemption, and express preemption. Cite the leading [CIRCUIT] Circuit case and any relevant Supreme Court authority. Identify the strongest argument against preemption."
Template 15 — Retroactivity When to use: Advising on whether a statutory change applies to existing conduct. "Does [STATUTE CITATION], as amended by [AMENDMENT], apply retroactively to [FACTUAL SCENARIO]? Under [JURISDICTION] law, what is the presumption against retroactivity? Has this statute been held to apply retroactively in any context? Cite the controlling authority."
Template 16 — Penalty Provision Scope When to use: Analyzing potential statutory liability. "Under [STATUTE CITATION], what conduct triggers the penalty provision at § [SECTION]? What are the maximum and minimum penalties? Does the statute provide for per-violation penalties or aggregate penalties? Cite the statutory text and any [JURISDICTION] cases interpreting the penalty provision."
Template 17 — Exemptions and Safe Harbors When to use: Identifying defenses to regulatory compliance obligations. "Does [STATUTE CITATION] provide any exemptions, safe harbors, or defenses applicable to [PARTY TYPE] engaged in [ACTIVITY]? List each available exemption with the statutory citation, the requirements for the exemption to apply, and whether courts in [JURISDICTION] have interpreted the exemption broadly or narrowly."
Template 18 — Statute of Limitations Under Federal Statute When to use: Federal statutory claims where the limitations period may be disputed. "What limitations period governs claims under [STATUTE CITATION] in [CIRCUIT]? Does federal borrowing doctrine apply? What tolling provisions, if any, does the statute provide? Cite the leading case and note any circuit split on which limitations period applies."
Template 19 — Regulatory Compliance Checklist When to use: Advising a client entering a regulated activity. "Under [REGULATION CITATION] as administered by [AGENCY], what are the primary compliance requirements for a [COMPANY TYPE] engaging in [REGULATED ACTIVITY] in [JURISDICTION]? List each requirement with the regulatory citation. Note any recent amendments or proposed rulemaking that would change these requirements."
Template 20 — Enforcement Action Risk When to use: Assessing regulatory exposure for a client's conduct. "Has [AGENCY] taken enforcement action against [COMPANY TYPE] for [CONDUCT TYPE]? Summarize two to three representative enforcement actions, including the cited violations, penalties imposed, and consent decree or corrective action required. What factors has [AGENCY] emphasized in determining penalty amounts?"
Template 21 — Rulemaking Participation When to use: Advising on comment submissions during agency rulemaking. "[AGENCY] has issued a Notice of Proposed Rulemaking regarding [TOPIC]. What are the most legally significant proposed changes? Under the Administrative Procedure Act, what must [AGENCY] address in the final rule to avoid arbitrary-and-capricious challenge? What are the strongest substantive objections to the proposed rule?"
Template 22 — No-Action Letter and Guidance When to use: Determining informal agency positions on novel transactions. "Has [AGENCY] issued any no-action letters, guidance documents, or staff statements regarding [ACTIVITY TYPE]? Summarize the key positions taken and whether they are publicly binding. What process is available to request a no-action letter from [AGENCY] for [SPECIFIC QUESTION]?"
Template 23 — Cross-Jurisdictional Regulatory Comparison When to use: Advising on a multi-jurisdiction compliance program. "Compare the [REGULATORY TOPIC] requirements under [JURISDICTION 1] and [JURISDICTION 2] law for a [COMPANY TYPE]. Identify: (1) areas of overlap where a single compliance program would satisfy both jurisdictions, (2) material conflicts requiring jurisdiction-specific procedures, (3) the stricter standard on the key disputed provision."
Template 24 — Data Privacy Regulatory Analysis When to use: GDPR, CCPA, or similar privacy compliance questions. "Under [REGULATION — e.g., GDPR Art. 6], what legal basis is required for [COMPANY TYPE] to process [DATA TYPE] for [PURPOSE]? What are the documentation and consent requirements? Have data protection authorities issued guidance or enforcement decisions on this specific processing activity? Cite relevant authority."
Template 25 — Licensing Requirements When to use: Entering a regulated industry in a new jurisdiction. "What licenses or permits does [COMPANY TYPE] require to operate in [JURISDICTION] for [BUSINESS ACTIVITY]? Identify the licensing authority, application requirements, timeline, and key conditions. Are there reciprocity arrangements with [HOME JURISDICTION] licenses? Cite the governing statute or regulation for each requirement."
Template 26 — Regulatory Safe Harbor Analysis When to use: Advising on structured transactions to minimize regulatory risk. "Does [REGULATION] provide a safe harbor for [TRANSACTION STRUCTURE]? What are the precise requirements to qualify for the safe harbor? Have courts or [AGENCY] interpreted the safe harbor narrowly or broadly? Identify the risks of relying on this safe harbor and cite the relevant authority."
Template 27 — Argument Structure for Motion to Dismiss When to use: Structuring a 12(b)(6) motion or opposition. "I am preparing a [MOTION/OPPOSITION] for a Rule 12(b)(6) motion to dismiss a [CLAIM TYPE] claim in [JURISDICTION]. Under [CIRCUIT] Circuit precedent, what are the key legal arguments for [DISMISSAL/SURVIVAL]? Provide the strongest three arguments with supporting citations. For each argument, note the most significant adverse case I should address."
Template 28 — Opposition to Summary Judgment When to use: Identifying genuine disputes of material fact. "In a [CASE TYPE] matter in [JURISDICTION], what types of evidence create a genuine dispute of material fact sufficient to defeat summary judgment on [SPECIFIC ISSUE]? Cite the controlling standard in [CIRCUIT] and two to three cases where courts found sufficient factual disputes. What arguments should I anticipate the moving party making?"
Template 29 — Injunctive Relief Elements When to use: Drafting a TRO or preliminary injunction motion. "What is the standard for a preliminary injunction in [CIRCUIT] for a [CLAIM TYPE] matter? For each of the four factors (likelihood of success, irreparable harm, balance of harms, public interest), provide: (1) the legal standard, (2) the leading case, (3) two cases that are favorable on this factor for [MOVANT TYPE]."
Template 30 — Damages Arguments in Brief When to use: Briefing damages issues on summary judgment or in trial preparation. "Under [JURISDICTION] law, in a [CASE TYPE] action, what damages methodologies have courts approved as legally sufficient? What are the legal standards for speculative damages exclusion? Cite the leading cases on damages methodology approval and exclusion in [JURISDICTION]. What expert qualification standards apply to damages experts?"
Template 31 — Class Certification Research When to use: Preparing a Rule 23 certification motion or opposition. "In the [CIRCUIT] Circuit, what are the current standards for [CERTIFICATION/DEFEATING CERTIFICATION] of a [CLASS TYPE] class under Rule 23(b)([NUMBER])? Identify the three most significant [CIRCUIT] Circuit decisions from [YEAR RANGE] on [NUMEROSITY/COMMONALITY/TYPICALITY/PREDOMINANCE/SUPERIORITY]. What are the most effective arguments against certification of this class type?"
Template 32 — Attorney Fee Application When to use: Preparing a fee application after prevailing. "Under [FEE-SHIFTING STATUTE] in [JURISDICTION], what is the standard for awarding attorney fees to a prevailing [PLAINTIFF/DEFENDANT]? What factors do courts weigh in calculating the lodestar? Are there [CIRCUIT] Circuit cases addressing fee awards in [CASE TYPE] matters specifically? What documentation is required?"
Template 33 — Evidentiary Issues at Trial When to use: Preparing motions in limine. "Under the Federal Rules of Evidence, what is the standard for admissibility of [EVIDENCE TYPE] in a [CASE TYPE] matter? Have courts in [CIRCUIT] applied this standard to [SPECIFIC SCENARIO]? What are the strongest grounds for a motion in limine to [ADMIT/EXCLUDE] this evidence? Provide citations with year."
Template 34 — Appellate Issue Preservation When to use: Evaluating whether trial court errors were properly preserved. "In [CIRCUIT], what is required to preserve [ERROR TYPE] for appellate review in a [CASE TYPE] matter? What standard applies to unpreserved errors (plain error or otherwise)? Cite the leading cases on preservation requirements for this issue type. What arguments can be made that the error was preserved?"
Template 35 — Ambiguity Analysis When to use: Determining whether a contract provision is ambiguous. "Under [JURISDICTION] contract law, is a [CLAUSE TYPE] provision ambiguous when [DESCRIBE THE PROVISION AND DISPUTE]? How do courts in [JURISDICTION] determine whether a contract is ambiguous on its face versus latently ambiguous? Does [JURISDICTION] apply the four-corners rule or admit extrinsic evidence at the ambiguity determination stage? Cite the controlling cases."
Template 36 — Force Majeure Analysis When to use: Evaluating force majeure applicability to a specific event. "Under [JURISDICTION] law, does a force majeure clause covering [LIST TRIGGERING EVENTS] apply to [SPECIFIC EVENT]? What does [JURISDICTION] require for a force majeure claim: foreseeability, causation, and notice? Provide the controlling case on force majeure interpretation in [JURISDICTION] and note any pandemic-era decisions that are relevant."
Template 37 — Limitation of Liability Enforceability When to use: Evaluating whether an LOL cap can be enforced or challenged. "Under [JURISDICTION] law, is a contractual limitation of liability clause enforceable when [DESCRIBE THE CLAIM AND CAP AMOUNT]? Are there public policy exceptions for [GROSS NEGLIGENCE / WILLFUL MISCONDUCT / FRAUD]? Does [JURISDICTION] treat limitations of liability in commercial contracts differently from consumer contracts? Cite the controlling authority."
Template 38 — UCC Article 2 vs. Common Law When to use: Mixed goods-and-services contracts. "Does the UCC or common law govern [CONTRACT DESCRIPTION] under [JURISDICTION] law? How does [JURISDICTION] apply the predominant purpose test? If UCC applies, does it affect [SPECIFIC DISPUTED TERM]? If common law applies, what is the different outcome on [SPECIFIC ISSUE]? Cite the cases applying the predominant purpose test in [JURISDICTION]."
Template 39 — Implied Covenant of Good Faith When to use: Claims involving discretionary performance obligations. "Under [JURISDICTION] law, does the implied covenant of good faith and fair dealing apply to [PARTY'S EXERCISE OF DISCRETIONARY RIGHT]? What conduct violates the implied covenant under [JURISDICTION] law? Can a party contract out of the implied covenant? Cite the controlling cases."
Template 40 — Indemnification Clause Scope When to use: Allocating liability for specific claims in an active dispute. "Under [JURISDICTION] law, does [INDEMNIFICATION CLAUSE LANGUAGE] require [PARTY A] to indemnify [PARTY B] for [CLAIM TYPE]? How do courts in [JURISDICTION] interpret indemnification clauses that do not expressly mention [CLAIM TYPE]? Is there an anti-indemnification statute in [JURISDICTION] that limits the clause's scope? Cite controlling authority."
Template 41 — Assignability When to use: Change of control, asset sale, or assignment in a transaction. "Under [JURISDICTION] law, does [CONTRACT TYPE] containing an anti-assignment clause require consent for an assignment by operation of law in a [TRANSACTION TYPE]? How do courts in [JURISDICTION] distinguish assignments from change of control transactions? Is [JURISDICTION] a "majority" or "minority" rule jurisdiction on this issue? Cite authority."
Template 42 — Dispute Resolution Clause Enforcement When to use: Enforcing or challenging an arbitration or forum selection clause. "Is the [ARBITRATION/FORUM SELECTION] clause in [CONTRACT TYPE] enforceable under [JURISDICTION] law and [FEDERAL ARBITRATION ACT / APPLICABLE LAW] when [SPECIFIC ENFORCEABILITY CHALLENGE]? What are the grounds for challenging enforceability? Have courts in [CIRCUIT] enforced similar clauses in [INDUSTRY TYPE] contracts? Cite the controlling authority."
Template 43 — Material Contracts Review Framework When to use: Establishing scope for contract due diligence in an acquisition. "In a [DEAL TYPE] acquisition, what are the standard categories of material contracts that [ACQUIROR TYPE] should review in due diligence? For each category, identify: (1) the key legal risks to investigate, (2) the specific provisions to focus on, (3) red flags that should affect deal structure or pricing. Reference standard market practice under [JURISDICTION] law."
Template 44 — IP Due Diligence Checklist When to use: Technology company or IP-heavy acquisition. "What are the key intellectual property due diligence items for a [DEAL TYPE] acquisition of a [COMPANY TYPE]? For each IP category (patents, trademarks, copyrights, trade secrets, software licenses), identify: (1) what documentation to request, (2) key legal risks, (3) common problems found in [INDUSTRY TYPE] targets. What IP representations and warranties should [ACQUIROR] require?"
Template 45 — Regulatory Clearance Analysis When to use: Transactions requiring government approval. "What regulatory approvals are required in [JURISDICTION] for a [DEAL TYPE] transaction between [PARTY A TYPE] and [PARTY B TYPE] in [INDUSTRY]? For each approval: identifying authority, filing requirements, timeline, and key substantive concerns. Are there any regulatory trends in [JURISDICTION] that suggest heightened scrutiny for this transaction type?"
Template 46 — Employment Due Diligence When to use: Acquisitions involving significant workforce. "What are the key employment law due diligence items in a [DEAL TYPE] acquisition of a [COMPANY TYPE] in [JURISDICTION]? Focus on: (1) classification of contractors vs. employees, (2) wage and hour compliance, (3) key employee retention risks, (4) benefit plan obligations, (5) non-compete enforceability. Identify the highest-risk areas for [INDUSTRY TYPE] companies in [JURISDICTION]."
Template 47 — Environmental Due Diligence When to use: Acquisitions involving real property or manufacturing operations. "What environmental due diligence is appropriate for a [DEAL TYPE] acquisition of [PROPERTY TYPE] in [JURISDICTION]? What environmental representations and warranties should [ACQUIROR] require? Under [JURISDICTION] law, what is the acquiror's successor liability exposure for pre-closing environmental contamination? Cite the key statutory provisions and leading cases."
Template 48 — Litigation Due Diligence When to use: Assessing contingent litigation liability in an acquisition. "What is the standard scope for litigation due diligence in a [DEAL TYPE] acquisition? What information should [ACQUIROR] request and what should [ACQUIROR] research independently? How are pending litigation matters typically addressed in representations, indemnification, and escrow provisions? What are the limits of seller disclosure obligations in [JURISDICTION]?"
Template 49 — Data Privacy Due Diligence When to use: Target company processes significant personal data. "What GDPR and [U.S. STATE PRIVACY LAW] due diligence is required when acquiring a company that processes [DATA SUBJECT TYPE] data for [PURPOSE]? What documentation should be reviewed? What representations regarding data compliance should [ACQUIROR] obtain? What post-closing data integration risks should be assessed?"
Template 50 — Cross-Border Due Diligence When to use: Target has operations in multiple jurisdictions. "What additional due diligence issues arise when [ACQUIROR] acquires [TARGET TYPE] with operations in [JURISDICTIONS]? For each jurisdiction, identify: (1) key regulatory approvals, (2) employment law complications for a change of control, (3) data transfer restrictions, (4) tax issues specific to the jurisdiction. Which jurisdiction presents the highest-risk issues and should receive priority in due diligence scoping?"
Scenario: Attorney uses Template 3 and Template 10 together for a First Amendment retaliation matter
An attorney uses Template 3 to survey Sixth Circuit case law on public employee speech protection, then uses Template 10 to get the current constitutional framework. She chains the results: the Template 3 output surfaces three favorable cases and two adverse cases; the Template 10 output provides the current Pickering-Connick framework. Together, they form the foundation for the brief's argument section.
She then uses Template 9 to get the standard of review for the specific appeal. The three chained outputs give her all the legal framework she needs for the brief's main argument, each with citations she can verify in Westlaw.
CoCounsel — Best for case law and brief writing templates. Westlaw-grounded for citation accuracy.
Westlaw Precision — Use for citation verification after AI research and for KeyCite on all cited cases.
Harvey AI — Strong for due diligence and contract interpretation templates at enterprise scale.
Casetext — Use CARA A.I. for brief writing templates — upload your draft and get missing authority surfaced.
Paxton AI — Best for regulatory analysis templates and government-sector research.
See also: Westlaw vs Casetext comparison and Casetext vs CoCounsel.
Q: Do these templates work with all AI research tools or only specific ones?
A: These templates are text-input prompts that work with any AI tool that accepts natural language research questions. They produce the best results on retrieval-augmented tools (CoCounsel, Vincent AI, Westlaw Precision) because those tools can actually retrieve the cases the templates request. On ungrounded LLMs, the citation confidence flags become more important — expect to verify every citation.
Q: How do I adapt these templates for state court research?
A: Replace [CIRCUIT] with the relevant state appellate court, replace federal citation standards with state-specific citation format requirements, and ensure your jurisdiction anchor specifies the state. State court research often requires identifying whether the state follows a majority or minority rule — add that question to the relevant template.
Q: Should I use multiple templates for a single research task?
A: For complex research, yes. The chain of Template 2 (standard) + Template 3 (case survey with adverse authority) + Template 9 (standard of review) covers the essential elements of a comprehensive research memo on most litigated issues.
Q: How do I handle a template output that does not include confident citations?
A: If the AI flags low confidence on its citations or returns generic answers without specific citations, the research question may be too novel or jurisdiction-specific for the AI's corpus to handle well. Switch to direct Westlaw or Lexis research for that specific issue, using the AI output as a research hypothesis to test rather than a conclusion to verify.
Q: Can these templates help with research in foreign jurisdictions?
A: Substitute the applicable foreign jurisdiction and use tools with strong international coverage: Vincent AI for global primary law or Leya for Scandinavian and EU matters. The structural techniques (jurisdiction anchoring, adverse authority, confidence flagging) apply universally — adapt the citation format instruction to the target jurisdiction's citation standards.
Fifty structured templates covering six research task categories replace ad hoc prompting with disciplined legal research methodology. The structure — jurisdiction anchor, citation format requirement, adverse authority request, confidence flagging — encodes the quality standards that distinguish effective AI-assisted research from dangerous AI-generated output.
Chain templates for complex research tasks. Verify every citation before use. Use retrieval-augmented tools for the most important research. And treat these templates as starting points: adapt the structure to your practice area, jurisdiction, and the specific AI tool's interface over time.
This article reflects independent editorial analysis. LawyerAI does not accept payment for editorial coverage. Tool scores are based on methodology described in Our 5-Dimension Methodology. Last reviewed: 2026-07-27.