Browse all 5,900 AI prompts

Every prompt in the library, grouped by category. Each title opens its own page: what the prompt does, its opening lines, and the full text where it is open to you — the label beside a title says whether it is free to read, free with an account, or in a pack. Looking for skills? Browse the 1,040 skills. Page 11 of 59.

Code Review & Debugging

Pull Request Review With Severity TriageIn a packReviews a pull request diff and returns issues bucketed by blocking, major, minor, and nit severity with concr…
Root-Cause Analysis From a Stack TraceIn a packWalks a stack trace and surrounding code step by step to isolate the true root cause and propose a minimal ver…
Security-Focused Code AuditIn a packAudits a code module against the OWASP Top 10 and common weakness patterns, reporting exploitability and remed…
Concurrency And Race Condition HunterIn a packInspects multithreaded or async code for races, deadlocks, and visibility bugs and proposes safe synchronizati…
Performance Bottleneck DiagnosisIn a packAnalyzes slow code for algorithmic and I/O hotspots, estimates complexity, and proposes measurable optimizatio…
Memory Leak And Resource Exhaustion InvestigationIn a packTracks down growing memory, unclosed handles, and unbounded structures, then recommends bounded, leak-free pat…
Flaky Test StabilizerIn a packDiagnoses why an intermittently failing test is flaky and rewrites it to be deterministic and reliable.
Null And Edge-Case Defensive ReviewIn a packHunts for null/undefined dereferences, boundary errors, and unhandled edge cases across a function's input spa…
API Contract And Backward-Compatibility ReviewIn a packReviews API changes for breaking-change risk, versioning, and contract clarity before they ship to consumers.
Heisenbug Reproduction StrategyIn a packBuilds a systematic plan to reliably reproduce a rare, hard-to-trigger intermittent bug before attempting a fi…
Git Bisect And Regression Localization PlanIn a packDesigns a bisect-driven strategy to pinpoint the commit that introduced a regression and confirm the culprit.
Log And Telemetry ForensicsIn a packReconstructs an incident timeline from logs and metrics, separating cause from cascading effects.
Refactoring Safety ReviewIn a packVerifies that a refactor preserves behavior, flagging hidden semantic changes and gaps in test coverage.
Database Query And Index ReviewIn a packReviews SQL and ORM usage for slow queries, missing indexes, N+1 problems, and correctness under concurrency.
Off-By-One And Boundary Bug LocalizerIn a packPinpoints index, loop bound, and slicing errors by exhaustively reasoning through boundary inputs.
Error Handling And Resilience ReviewIn a packEvaluates how code handles failures, retries, and partial outages, recommending robust failure semantics.
Type System And Generics Soundness ReviewIn a packReviews typed code for unsound casts, any-leaks, weak generics, and runtime/compile-time type mismatches.
Configuration And Environment Drift DebugIn a packDiagnoses 'works on my machine' bugs by isolating config, dependency, and environment differences.
Readability And Maintainability CritiqueIn a packCritiques code for clarity, naming, structure, and cognitive load, then proposes a cleaner version.
Dependency And Supply-Chain Risk ReviewIn a packReviews added or updated dependencies for security, licensing, maintenance, and bloat risks before merge.
Async/Await And Promise Pitfall ReviewIn a packFinds unawaited promises, swallowed rejections, and sequential-vs-parallel mistakes in async JavaScript or Typ…
Rubber-Duck Guided Debugging SessionIn a packRuns an interactive Socratic debugging dialogue that guides the developer to the root cause instead of just ha…
Floating-Point And Numeric Precision Bug ReviewIn a packDetects precision loss, comparison errors, and rounding bugs in numeric and financial code.
Diff Self-Critique Before CommitIn a packHas the model critique its own proposed change adversarially, surfacing bugs and weaknesses before you commit …
Cross-Language Bug Translation ReviewIn a packReviews code ported between languages for semantic mistranslations in types, errors, and standard-library beha…
Test Coverage Gap And Test Quality ReviewIn a packEvaluates existing tests for meaningful coverage, weak assertions, and missing scenarios, then proposes new te…
Microservice Distributed Failure DebugIn a packDiagnoses failures that span services, focusing on timeouts, retries, idempotency, and partial-failure consist…
Legacy Code Comprehension And Bug HuntIn a packExplains an unfamiliar legacy file and surfaces latent bugs and risky areas before you change it.
Commit-Ready Review Checklist PassIn a packRuns a structured pre-commit checklist across correctness, tests, security, and docs and returns a go/no-go de…

Data Analysis & SQL

Translate Business Questions Into SQLFreeTurns a plain-English stakeholder question into a correct, well-commented SQL query against a known schema.
Optimize A Slow SQL QueryIn a packDiagnoses why a query is slow and rewrites it with targeted, explained optimizations and an index plan.
Debug A SQL Query That Returns Wrong ResultsIn a packSystematically finds the logic error producing incorrect numbers and delivers a corrected, verified query.
Explain An Unfamiliar SQL Query In Plain EnglishIn a packReverse-engineers a complex inherited query into a clear narrative, business meaning, and risk list.
Design A Star Schema For AnalyticsIn a packProduces a dimensional model with fact and dimension tables, grain, keys, and SCD strategy for a reporting nee…
Build A Cohort Retention AnalysisIn a packGenerates SQL and interpretation for a cohort retention matrix from event or subscription data.
Funnel Conversion Analysis With SQLIn a packConstructs a stepwise conversion funnel with drop-off rates and time-to-convert from event data.
Window Function Mastery For Ranking And TrendsIn a packSolves ranking, running totals, and period-over-period problems with the right window function and framing.
Exploratory Data Analysis Plan And CodeIn a packProduces a structured EDA plan plus pandas/SQL code to profile a new dataset before modeling.
Translate Pandas To SQL And BackIn a packConverts a data transformation faithfully between pandas and SQL while preserving exact semantics.
Define A Metric Precisely For The Whole OrgIn a packTurns a fuzzy KPI into a rigorous, unambiguous metric definition with SQL and edge-case rules.
Root-Cause A Metric Spike Or DropIn a packDrives a systematic decomposition to explain why a metric moved, with SQL to test each hypothesis.
Design An A/B Test AnalysisIn a packSpecifies the statistical analysis for an experiment, including SQL for metrics and significance interpretatio…
Data Quality Audit Query SuiteIn a packGenerates a battery of SQL checks to surface nulls, duplicates, referential breaks, and anomalies in a table.
Build An Incremental dbt ModelIn a packWrites an incremental dbt model with correct unique key, late-arriving handling, and backfill strategy.
Time-Series Aggregation With Gap FillingIn a packProduces a continuous, gap-filled time series with zeros for empty buckets and correct period boundaries.
RFM Customer SegmentationIn a packScores customers by Recency, Frequency, and Monetary value into actionable segments with SQL.
Pivot And Unpivot Data In SQLIn a packReshapes data between long and wide formats with conditional aggregation or native PIVOT, including dynamic ca…
Refactor Nested Subqueries Into Clean CTEsIn a packRestructures a tangled query into readable, named CTEs without changing results, and documents each step.
Write An Executive Summary From A DatasetIn a packTurns analytical findings into a crisp, decision-oriented executive summary with caveats and next steps.
Detect Anomalies In A Time SeriesIn a packFlags statistical outliers in a metric over time using rolling baselines and explains likely causes.
Design Indexes For A Query WorkloadIn a packRecommends a minimal, high-impact index set for a set of queries with column order and covering rationale.
Compute Sessionization From Raw EventsIn a packGroups raw event logs into sessions using an inactivity gap and derives per-session metrics in SQL.
SQL Interview Coaching With Worked SolutionsIn a packSolves a SQL challenge as a teaching session, showing the thought process, solution, and common traps.
Currency And Unit Normalization For ReportingIn a packBuilds SQL to convert multi-currency or mixed-unit transactions to a single reporting basis with correct rates…
Deduplicate Records With Confidence RulesIn a packIdentifies and collapses duplicate or near-duplicate rows using deterministic and fuzzy rules in SQL.
Build A Slowly Changing Dimension Type 2In a packImplements SCD Type 2 history tracking with effective dates, current flags, and a correct merge in SQL.
Correlation And Driver Analysis On A TableIn a packPlans a sound correlation/driver analysis, computes it in SQL or pandas, and guards against spurious conclusio…
Generate Realistic Synthetic Test DataIn a packDesigns schema-aware synthetic data with realistic distributions and referential integrity for testing analyti…

Product Management

Pressure-Tested Product Requirements DocumentIn a packDrafts a complete, engineering-ready PRD with problem framing, scope boundaries, success metrics, and explicit…
RICE Prioritization Scoring EngineIn a packScores and ranks a backlog using RICE with transparent assumptions, sensitivity flags, and a defensible recomm…
Jobs-To-Be-Done Interview SynthesisIn a packTurns raw user interview notes into JTBD job statements, forces of progress, and prioritized opportunity areas…
Quarterly Product Roadmap NarrativeIn a packBuilds an outcome-driven quarterly roadmap organized by themes and bets, with confidence levels and dependenci…
North Star Metric And Input TreeIn a packDefines a defensible north-star metric and decomposes it into a tree of controllable input metrics teams can m…
Feature Kill Or Keep Decision MemoIn a packEvaluates a low-performing feature against usage, cost, and strategy to recommend keep, fix, or sunset with a …
Competitive Teardown And Positioning Gap MapIn a packProduces a structured competitor teardown and maps whitespace where your product can win on a differentiated j…
Experiment Design And Hypothesis CardIn a packDesigns a rigorous A/B or feature experiment with a falsifiable hypothesis, sample sizing logic, and a decisio…
User Story Mapping Workshop BuilderIn a packGenerates a user story map across the end-to-end journey and slices it into a walking-skeleton first release.
Stakeholder Alignment And Pre-Mortem MemoIn a packSurfaces stakeholder positions, maps a RACI, and runs a pre-mortem to expose failure modes before a major laun…
Product Discovery Assumption MappingIn a packExtracts and prioritizes the riskiest assumptions behind an idea, then designs the cheapest test for each.
Go-To-Market Launch Plan And TieringIn a packBuilds a tiered GTM launch plan with audience, messaging, channel sequencing, readiness gates, and success cri…
Customer Feedback Triage And Theme ExtractionIn a packClusters raw feedback into themes, weighs by segment and frequency, and converts the top signals into actionab…
OKR Drafting With Leading IndicatorsIn a packDrafts ambitious-but-measurable product OKRs with outcome key results, leading indicators, and anti-sandbaggin…
Pricing And Packaging Decision FrameworkIn a packStructures a pricing and packaging decision using value metrics, tier design, willingness-to-pay logic, and fe…
Technical Trade-Off Brief For Build Vs BuyIn a packEvaluates build-vs-buy-vs-partner across cost, speed, control, and risk to produce a defensible recommendation…
Onboarding And Activation Funnel DiagnosisIn a packDiagnoses where new users drop in the activation funnel and prescribes targeted interventions tied to the aha …
Churn Root-Cause Analysis And Save PlanIn a packDiagnoses churn drivers by segment and lifecycle stage, then designs prevention and win-back interventions.
Persona And Segment Definition PackIn a packBuilds evidence-based personas and a segmentation that ties behaviors and jobs to product and GTM decisions.
Sprint Planning And Capacity AllocationIn a packPlans a realistic sprint with capacity-aware scope, clear goals, dependency checks, and a buffer for the unexp…
Product Vision And Strategy NarrativeIn a packCrafts a compelling product vision and the strategic logic connecting it to today's bets via a clear strategy …
Incident Retrospective And Product HardeningIn a packRuns a blameless retro on a product incident and converts learnings into prioritized prevention and resilience…
Beta Program Design And Feedback LoopIn a packDesigns a closed or open beta with the right cohort, success criteria, feedback instrumentation, and graduatio…
Cross-Functional Spec Review ChecklistIn a packReviews a draft spec against a rigorous checklist spanning UX, data, edge cases, accessibility, and rollout sa…
Voice-Of-Customer Executive SummaryIn a packSynthesizes multi-source customer evidence into a board-ready VOC summary with themes, quotes, and recommended…
Dependency And Risk Register For A ReleaseIn a packBuilds a release risk register mapping dependencies, likelihood, impact, owners, and contingency triggers.
Platform And API Productization BriefIn a packFrames an internal capability as a productized API or platform with developer personas, contracts, and adoptio…
Product Analytics Instrumentation PlanIn a packDesigns an event-tracking and instrumentation plan tied to key questions, with event taxonomy, properties, and…
Executive Status Update And Decision AskIn a packWrites a crisp executive status update that leads with the decision needed, status, risks, and a clear ask.

Beauty & Personal Care Business

Salon Quiet-Day Offer Poster — Image Prompt PackIn a packTurns a salon's slow-day offer into three ready image-model prompts (feed post, story, window print) plus the …
Hair Salon Loyalty Programme That Protects Your MarginIn a packDesigns a salon loyalty scheme around your real visit cycle and service margins, costs it before launch, and w…
Reply to a Colour Complaint Without Blaming AnyoneIn a packWrites the private message, the public review reply and the redo offer when a client says her colour came out …
Stylist Rota With Part-Timers, Late Nights and Fair WeekendsIn a packBuilds a four-week salon rota that covers late nights and Saturdays fairly, fits part-time contracts and break…
Home-Care Product Recommendations at the Backwash Without PushingIn a packCreates stylist scripts, a written home-care prescription card and a fair retail target so clients buy the rig…
Gel, Acrylic and Builder Gel Aftercare Cards for ClientsIn a packWrites a pocket aftercare card and a matching digital version for each nail system you offer, covering the fir…
Reply When a Client Says Her Gel Lifted Within DaysIn a packHandles a lifting or chipping complaint by working out the likely cause from both sides, writing the reply and…
Nail Art Price Tiers and Menu Graphic — Image Prompt PackIn a packSorts your nail art into clear priced tiers by time and skill, writes the menu wording, and produces image-mod…
Nail Studio Hygiene and Allergy Notice for ClientsIn a packDrafts the wall notice, booking-page text and consultation questions that explain your tool hygiene, single-us…

Small Business Admin & Finance

Price Increase Notice for Salon RegularsIn a packPlans and writes a salon price rise for loyal clients — timing, per-level pricing logic, SMS, email and in-cha…
Booking Deposit Policy for Long Nail AppointmentsIn a packSets a deposit and late-cancellation policy for nail appointments sized to the time you lose, then writes the …

Local Marketing & Growth

Google Business Profile Refresh for a Hair SalonIn a packAudits and rewrites a salon's Google Business Profile, plans a month of posts with photo shot lists and graphi…
Instagram Grid Plan and Hand Photos for Nail SetsIn a packPlans a nine-post Instagram grid for a nail tech, with a phone shot guide for hand photos, caption templates, …