It starts with the right expert
A specific professional role gives the model a useful lens for the job instead of asking it to “act smart.”
Copy a complete prompt for the job in front of you—not a vague idea with a blank bracket. Each one gives the model an expert role, the inputs it needs, the shape of the answer, and a clear line between evidence and guesswork.
Works with ChatGPT, Claude, Gemini, Microsoft Copilot, and other capable AI models.
Inside every prompt
The parts that turn a request into a working brief.
Expert perspective
A role matched to the actual job
Named inputs
Context, evidence, audience, and constraints
Output contract
Sections, columns, checks, and decisions
Honest boundaries
Unknowns, assumptions, and human review
Why these prompts are different
Most prompt lists stop at the idea. Ours tell you what information belongs in the request, what a good answer should contain, and when the model should stop and ask rather than quietly inventing the missing parts.
A specific professional role gives the model a useful lens for the job instead of asking it to “act smart.”
You can see the context, evidence, audience, constraints, and source material the prompt expects before you run it.
Every prompt asks for a concrete result: named sections, a table, a decision memo, a checklist, or another usable format.
Missing facts are flagged, uncertainty is labelled, and higher-stakes work includes a clear human-verification boundary.
The free collection
Search by the work you need to finish or filter across all 26 domains. Every result has its own page with the complete prompt, required inputs, expected result, and limitations.
Showing 50 of 50 free prompts
Condenses long-form business documentation into a high-level executive briefing tailored to a specific stakeholder's decision-making needs.
Best for: Busy managers who need to extract actionable intelligence from lengthy reports.
View and copy promptCorrects grammar and adjusts the prose style to match a specific professional tone.
Best for: Writers polishing documents for publication or corporate distribution.
View and copy promptCreates a structured messaging hierarchy mapping features to benefits and overcoming objections.
Best for: Copywriters preparing to write a website or pitch deck.
View and copy promptGenerates three distinct variations of persuasive ad copy tailored to a specific platform and audience.
Best for: Marketing managers needing rapid ad variations for social media campaigns.
View and copy promptGenerates high-impact discovery questions to uncover deeper client needs.
Best for: Account managers preparing for a quarterly business review.
View and copy promptAnalyzes a prospect's objection to identify the gap between their perception and your product's value.
Best for: Sales representatives preparing a rebuttal to specific pricing or feature objections.
View and copy promptIdentifies high-priority technical debt and refactoring opportunities in legacy code.
Best for: Engineers tasked with modernizing a specific module of a legacy system.
View and copy promptAnalyzes deployment error logs to identify root causes and suggest immediate resolution paths.
Best for: DevOps engineers diagnosing failing deployments in production or staging environments.
View and copy promptGenerates a Mermaid.js diagram code representing a data processing pipeline.
Best for: Data engineers needing to document their pipeline architecture for stakeholders.
View and copy promptEvaluates the statistical significance of a churn reduction experiment result.
Best for: Data analysts reviewing the effectiveness of customer retention interventions.
View and copy promptGenerates a structured user persona based on qualitative feedback to inform feature prioritization.
Best for: Product managers needing to synthesize interview data into actionable user profiles.
View and copy promptApplies the RICE framework to prioritize a list of backlog items based on provided constraints.
Best for: Product managers managing a backlog and needing a rationalized prioritization list.
View and copy promptCompares different market entry strategies based on specific strategic priorities.
Best for: Business development teams weighing options for international expansion.
View and copy promptTranslates a high-level goal into a quarterly plan with measurable objectives.
Best for: Team leads setting quarterly milestones.
View and copy promptThis prompt translates raw financial metrics into a concise, professional summary suitable for executive review.
Best for: Finance managers preparing high-level summaries for leadership.
View and copy promptPerforms a professional variance analysis between budgeted and actual figures for a specific department.
Best for: Accounting managers preparing variance reports for stakeholders.
View and copy promptGenerates a structured interview script focused on behavioral indicators for a specific role.
Best for: Hiring managers preparing for consistent candidate evaluation.
View and copy promptCreates a standardized scorecard for interviewers to provide objective feedback.
Best for: Operations teams standardizing the hiring process.
View and copy promptTransforms a solved support ticket into a structured FAQ entry.
Best for: Support agents documenting recurring technical issues for self-service.
View and copy promptAssesses a support transcript against brand tone guidelines and a provided scoring rubric.
Best for: QA managers reviewing support tickets to ensure consistent brand voice.
View and copy promptConverts dense lecture notes into a set of concise Q&A flashcards.
Best for: Students or teachers creating study aids for rapid recall.
View and copy promptGenerates a sequence of Socratic questions to lead a classroom discussion on a specific text.
Best for: Humanities teachers facilitating deep-dive analysis of complex materials.
View and copy promptSummarizes complex research findings for a specific non-expert audience.
Best for: Researchers needing to communicate technical findings to stakeholders.
View and copy promptThis prompt synthesizes diverse research sources into a comparative analysis of specific viewpoints.
Best for: Analysts synthesizing conflicting literature or market reports.
View and copy promptEvaluates content against accessibility standards and clarity for specific user demographics.
Best for: Content designers auditing existing interfaces for inclusivity.
View and copy promptWrites clear, user-focused documentation for a design system component.
Best for: Designers documenting new components for internal team usage.
View and copy promptWrites a structured YouTube script designed to maximize audience retention.
Best for: YouTubers looking to structure their content for better watch time.
View and copy promptCreates a structured weekly content calendar based on a specific theme and platform mix.
Best for: Social media coordinators planning weekly content workflows.
View and copy promptRewrites existing product titles to improve search visibility while adhering to character limits.
Best for: SEO specialists optimizing large product catalogs.
View and copy promptEvaluates checkout friction points and provides actionable UX improvement recommendations.
Best for: E-commerce managers looking to decrease cart abandonment rates.
View and copy promptDesigns a formal protocol for transitioning project ownership between teams to minimize knowledge loss.
Best for: Project managers struggling with communication silos during project phases.
View and copy promptGenerates a weighted scorecard template for objectively evaluating potential vendors.
Best for: Operations leads tasked with selecting new service providers or software vendors.
View and copy promptMaps a product solution to specific customer pain points using the Value Proposition framework.
Best for: Entrepreneurs in the early ideation phase validating product-market fit.
View and copy promptGenerates a structured set of open-ended interview questions designed to uncover customer problems rather than validate features.
Best for: Founders preparing for initial customer discovery calls.
View and copy promptIdentifies the gap between current experience and target job requirements to provide a learning plan.
Best for: Professionals planning a career pivot.
View and copy promptCompares two job offers against user-defined priorities to provide a balanced decision-making framework.
Best for: Candidates who have received multiple offers and need an objective way to weigh them.
View and copy promptIdentifies potential legal risks and ambiguities within a contract's termination clause.
Best for: Legal professionals reviewing exit strategies for commercial agreements.
View and copy promptAnalyzes suspicious communications for common indicators of fraud or social engineering.
Best for: Employees or individuals suspicious of a received message.
View and copy promptCategorizes inspection findings by severity and potential financial impact.
Best for: Home buyers reviewing inspection reports to determine if they should proceed, negotiate, or walk away.
View and copy promptCalculates the gross rental yield and net monthly cash flow for a specific property.
Best for: Investors evaluating the basic income potential of a residential unit.
View and copy promptConstructs an organized agenda for an annual physical to ensure all personal health goals and history are discussed.
Best for: Patients preparing for their annual wellness visit who want to make the most of their time with the doctor.
View and copy promptGenerates a personalized daily recovery checklist based on physician orders and home constraints.
Best for: Patients recovering at home who need a structured daily routine to follow their doctor's orders.
View and copy promptGenerates a structured set of survey questions to gather actionable feedback from a specific community group.
Best for: Nonprofit program managers planning to launch a new community initiative.
View and copy promptCreates a timed, interactive agenda for a community workshop.
Best for: Program coordinators planning educational sessions for community members.
View and copy promptCreates a structured daily schedule optimized for deep work based on energy levels.
Best for: Professionals needing to protect time for high-cognitive tasks.
View and copy promptDeconstructs a complex project into manageable chronological milestones.
Best for: Users feeling overwhelmed by a large, undefined project.
View and copy promptGenerates a detailed design brief for a product packaging mockup.
Best for: Graphic designers and brand managers.
View and copy promptCreates detailed prompts for cinematic portraits with dramatic lighting and atmosphere.
Best for: Content creators looking for high-contrast, moody visual assets.
View and copy promptCreates a logic flow for automated incident escalation based on predefined SLA thresholds.
Best for: SREs or Operations Managers designing automated paging and escalation policies.
View and copy promptConverts raw meeting notes into a clean, actionable summary with assigned tasks.
Best for: Team leads needing to distribute clear action items after a discussion.
View and copy promptThe full workspace
Sign in to search the complete approved catalog by domain, subcategory, task, difficulty, or outcome. Star the prompts worth keeping, inspect every input and limitation, or move one directly into Prompt Lab for your next draft.

How the library was built
Public repositories and official prompting guides helped us find useful jobs, taxonomies, and techniques. Their prompt wording was not dropped into the active catalog. Every published prompt was independently written or rewritten around a concrete job and kept with an internal provenance record.
Each candidate then passed schema checks, variable coverage, similarity review, safety rules, and a six-part editorial gate covering substance, expert framing, output clarity, professional language, domain fit, and appropriate boundaries. Failed prompts were revised and reviewed again before approval.
1,000+
approved prompts
0
draft prompts
0
rejected prompts
26 domain collections
The catalog covers specialist work, everyday office tasks, and the handoffs between them.
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Questions
Yes. These 50 prompts are public, readable, and copyable without an account. You can replace the named inputs and use them with the AI assistant you prefer.
The prompts are model-neutral and can be used with ChatGPT, Claude, Gemini, Microsoft Copilot, and other capable language models. Results can vary by model and by the context you provide.
Each prompt is a complete working brief with a task-relevant expert role, structured inputs, missing-information behaviour, a defined output, success criteria, and practical limitations.
Public material was used for use-case discovery and prompting techniques, not copied into the active catalog. Every active prompt was independently written or rewritten, checked for duplication and schema errors, and reviewed against a six-part quality gate.
The signed-in library contains 1,000+ approved prompts across 28 domains and 200+ practical subcategories. You can search by job or outcome, filter by domain and difficulty, save favorites, copy a prompt, or open it in Prompt Lab.
Start with a better brief