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 1 of 59.

Engineering

Staff-Engineer Code ReviewFreeReviews a PR like a senior who optimizes for the next reader, not style nits.
Architecture Decision Record (ADR)In a packWrite an ADR that future-you will still understand in 18 months.
Blameless PostmortemIn a packOutage report that reduces fear of speaking up and produces real action items.
Bug Repro — Minimal Failing CaseIn a packTurn a vague bug report into a clean repro: steps, expected vs actual, environment.
Tech Debt PrioritizationIn a packRank a backlog by leverage × pain × confidence. Output an ordered ranking.

GTM

Cold Outbound — Peer-to-PeerFreeReach a busy founder without AI-slop tone. Four lines, one ask, no hedging.
Press Release — YC ToneFreeAnnounce a B2B SaaS launch in the YC style. Sharp lede, two metrics, one founder quote.
SaaS Pricing — First PrinciplesFreeSet pricing for a new B2B SaaS. Three tiers, unit economics, anchor + decoy logic.
Positioning — April Dunford MethodFreeFive-step positioning canvas: competitive alternatives, unique attributes, value, ICP, market.

Founder Voice

Calm + Concrete Investor UpdateFreeMonthly update that earns trust by being honest about misses.
Founder Voice — Long-Form PostFreeSound like a founder with opinions. Tight thesis, two stories, one bet.
Strategy Memo — Two-PagerIn a packDecision memo that earns the meeting. Context, options, recommendation, risks.
Board Deck — Narrative FirstIn a packBuild a board deck that tells one story. Not 40 slides of metrics.
Hiring Loop Design — Senior ICIn a packDesign a 5-stage interview loop that surfaces real signal, not theater.
Performance Conversation — Hard TruthFreeHave a hard performance conversation that respects both people. Script + recovery plan.
Pitch Deck — The NarrativeFreeBuild a 10-slide deck investors don't skim. Inevitability, wedge, traction, ask.

Sales

Sales Discovery — 7 Questions That Surface PainFreeAsk the questions that surface pain, not features. Seven questions, no leading the witness.

Marketing

Cold Landing Page RewriteFreeHeadline earns the scroll. Three benefits with proof. One CTA. No hero-image lies.
Onboarding Email SequenceIn a pack5-email onboarding that gets users to first value, not just first login.

Research

Customer Interview SynthesisIn a packDistill 12 customer calls into themes, frequencies, and a top-3 list that survives committee.
Research Paper TL;DRFreeCompress a 30-page paper into 5 lines + 4 structured takeaways.

Writing

Brand Voice RewriteFreeTake any draft and rewrite it in your brand's voice. Keep meaning, drop hedges.
Newsletter Issue — Specific Subject LineFreeHook earns the open. 3 curated items, one personal note, soft CTA.
Resume Rewrite — Tech ICFreeCut every adjective. Quantify three things. Make the recruiter call you back.
Product Changelog — User-FacingIn a packAnnounce a feature ship. Lead with the job it does, not the feature name.
Conference Talk AbstractIn a packSubmit a talk that reviewers can't skip. Hook, claim, 3 takeaways, audience.
Thought Leadership — Contrarian TakeIn a packArgue a contrarian position credibly. Steelman opposition, then dismantle.

Content

YouTube Script — Built for RetentionIn a packHook → reframe → 3 acts → payoff. Designed to hold 60%+ retention.

Design

UX Critique — First 90 SecondsFreeWalk through an onboarding flow. Flag friction with severity ratings.
Design Critique — Typography PassFreeCritique a screen's type hierarchy: sizes, weights, leading, optical alignment.
Empty State — Designed for ActivationIn a packAn empty state that teaches the user what to do next. Not just a blank screen.
Form Validation MicrocopyFreeError messages that respect the user. Specific, actionable, never condescending.

Customer Support

Angry Customer Reply — De-escalateFreeAcknowledge, explain, propose, follow up. Don't roll over.

Ops

Meeting Notes → Action ItemsFreeTurn messy notes into a clean owner+date action list.
OKR Refactor — From Wishful to FalsifiableIn a packTake wishful OKRs and turn them into bets you can actually grade.

Legal

SOC 2 Questionnaire — Vendor ReplyIn a packReply to a SIG Lite questionnaire using your SOC 2 report. Cite controls.
NDA Red-line — Vendor-SentFreeFlag the clauses that matter: mutuality, term, IP carveouts, governing law.
Policy Doc — From First PrinciplesIn a packWrite a policy doc (e.g., remote work, AI usage) that's clear, lived, and won't gather dust.

Data

Customer Churn DiagnosisIn a packGiven a cohort table, propose 3 falsifiable hypotheses with test queries.
SQL → English ExplainerFreeTranslate any SQL query into bullets that an analyst can act on.
Experiment Design — A/B TestIn a packDesign an A/B test that's powered, falsifiable, and shippable. Hypothesis to readout.

Finance

Cap Table Napkin MathFreeRun dilution on a SAFE + Series A round. Pre, post, founder %, ESOP refresh.

Healthcare

Patient Intake — SOAP NoteFreeCompress a 20-min intake call into a structured clinical note a physician can scan in 60s.

Education

Socratic Lesson PlanFreeTeach a concept by asking, not telling. Five questions ordered by difficulty.
Rubric Design — Creative WorkFreeDesign a rubric for grading creative work that doesn't kill the creativity.

E-commerce

Product Description — Job-to-Be-DoneFreeSell without lying. Lead with the JTBD. Three specs. Risk reversal.
Amazon Listing — Algorithm + BuyerFreeWrite a listing that wins the algorithm AND the buyer. Keywords, bullets, A+ copy.

Real Estate

Real Estate Listing — Sell the LifestyleFreeSell the moment, not the square footage. 3 paragraphs.

Strategy

Pre-Mortem — Imagine We FailedIn a packRun a pre-mortem on a decision. Imagine it's failed; trace back the most likely cause.

AI

System Prompt — ArchitectIn a packBuild a system prompt for a custom agent that doesn't drift. Role, constraints, format.
Prompt Debugging — SystematicIn a packDiagnose why a prompt is producing poor output and fix it.

Management

Feedback — Radical CandorFreeDeliver feedback that the recipient can hear AND act on. Specific, kind, future-focused.

Product

Product Spec — Shippable v0.1FreeWrite a spec that fits on one page and ships in one sprint.

AI Agents & Autonomous Workflows

Autonomous Agent System Prompt ArchitectIn a packDesigns a complete, production-grade system prompt for an autonomous agent including persona, tool contracts, …
ReAct Loop Reasoning Trace DesignerIn a packBuilds a strict ReAct-style Thought/Action/Observation loop with explicit formatting and self-correction rules…
Multi-Agent Orchestration BlueprintIn a packPlans a coordinated multi-agent team with roles, hand-off contracts, shared memory, and conflict resolution fo…
Agent Tool Definition And Schema WriterIn a packWrites precise tool/function definitions with JSON schemas, descriptions, and usage hints that minimize wrong-…
Self-Critique Verification Gate For Agent OutputIn a packAdds a rigorous self-review pass where the agent critiques its own draft action against a checklist before com…
Goal Decomposition And Task Graph PlannerIn a packTurns a high-level goal into a dependency-ordered task graph with parallelizable branches, owners, and verifia…
RAG Retrieval Agent Grounding ControllerIn a packDirects a retrieval-augmented agent to query, ground answers in sources, cite spans, and refuse when evidence …
Agent Failure Recovery And Retry Policy DesignerIn a packDefines a structured error-handling policy covering retries, backoff, alternative tools, and graceful degradat…
Human-In-The-Loop Approval Workflow SpecifierIn a packSpecifies where an autonomous agent must pause for human approval, what to present, and how to resume after a …
Agent Memory Architecture And Summarization PolicyIn a packDesigns short-term, long-term, and episodic memory plus a summarization policy to keep an agent coherent acros…
Browser Automation Agent Operating ProcedureIn a packDrives a web-browsing agent to navigate, extract, and act on pages reliably with verification and anti-halluci…
Agent Evaluation Rubric And Trace GraderIn a packCreates an objective rubric and grades an agent execution trace on task success, tool use, efficiency, and saf…
Agent Guardrail And Safety Constraint CompilerIn a packCompiles a layered guardrail set covering input validation, action allow-lists, output filtering, and prompt-i…
Cron-Scheduled Autonomous Monitoring AgentIn a packSpecifies a recurring agent that monitors a signal, decides if action is warranted, and reports or escalates o…
Agent Prompt-Injection Red Team GeneratorIn a packGenerates a structured battery of prompt-injection and jailbreak attacks to stress-test an agent before deploy…
Cost And Token Budget Optimizer For Agent LoopsIn a packAnalyzes an agent workflow and proposes concrete changes to cut token cost and step count without losing task …
Customer-Support Triage And Resolution AgentIn a packRuns an autonomous support agent that classifies tickets, resolves what it can, and escalates the rest with fu…
Code-Writing Agent Plan-Then-Execute ProtocolIn a packGoverns a coding agent to explore, plan, implement in small verifiable steps, and self-test before declaring d…
Research Agent Multi-Source Synthesis WorkflowIn a packRuns a research agent that fans out queries, cross-checks claims across sources, and synthesizes a cited, conf…
Agent State Machine And Transition DesignerIn a packModels an agent's behavior as an explicit finite state machine with states, transitions, guards, and terminal …
Tree-Of-Thoughts Strategy Explorer For AgentsIn a packHas an agent branch multiple solution strategies, evaluate each, prune weak branches, and commit to the strong…
Data-Pipeline Orchestration Agent RunbookIn a packOperates an agent that runs a multi-stage data pipeline with validation gates, idempotency, and quarantine for…
Agent Clarifying-Question Gate Before ActionIn a packForces an agent to detect underspecified requests and ask the minimum high-value questions before taking irrev…
Sales-Outreach Agent Sequence OperatorIn a packRuns a personalized multi-step outreach agent that researches prospects, drafts touches, respects opt-outs, an…
Agent Observation Logging And Reflection LoopIn a packAdds a structured reflection step where the agent reviews its own trajectory mid-run to catch drift and re-pla…
Spec-To-Agent Requirements TranslatorIn a packConverts an informal product spec into a precise agent specification: capabilities, tools, constraints, metric…
Workflow-To-Agent Automation Opportunity MapperIn a packAnalyzes a human workflow and identifies which steps to automate with an agent, which to keep manual, and the …
Agent Output Contract And Structured-Response EnforcerIn a packDefines a strict machine-parseable output contract for an agent and a self-validation step that guarantees con…
Long-Horizon Autonomous Project Agent CharterIn a packCharters an agent to own a multi-day project: milestones, daily standups, checkpoints, drift control, and a de…

RAG & Knowledge Retrieval

Grounded Answer With Inline CitationsIn a packAnswers a user question strictly from retrieved passages, attaching an inline citation to every factual claim.
Faithfulness Auditor For RAG OutputsIn a packAudits a generated answer against its source passages and flags every unsupported or contradicted claim.
Query Decomposition For Multi-Hop RetrievalIn a packBreaks a complex question into ordered atomic sub-queries optimized for a vector search retriever.
Hybrid Search Reranker With JustificationIn a packReranks candidate passages by true relevance to the query and explains each ranking decision.
Contextual Document Chunk AnnotatorIn a packPrepends a short situating context to each document chunk so retrieval stays accurate after splitting.
Insufficient-Context Refusal GuardIn a packDecides whether retrieved context is sufficient to answer and refuses gracefully when it is not.
Conversational RAG With History RewriteIn a packRewrites a follow-up question into a standalone query using chat history, then answers from sources.
Knowledge Conflict Resolver Across SourcesIn a packDetects and adjudicates contradictions across multiple retrieved sources using recency and authority.
Citation-Verified Research SynthesisIn a packSynthesizes a multi-source literature answer where every claim maps to a verifiable quoted excerpt.
Metadata Filter Builder For Vector StoresIn a packTranslates a natural-language query into structured metadata filters plus a semantic search string.
HyDE Hypothetical Document GeneratorIn a packWrites a hypothetical ideal answer document to improve dense-retrieval recall for sparse queries.
Support Knowledge-Base Answer BotIn a packAnswers customer support questions from help-center articles with steps, links, and escalation rules.
Legal Clause Retrieval And ComparisonIn a packRetrieves and compares contract clauses against a standard, citing exact clause numbers and language.
Retrieval Recall Gap DiagnoserIn a packDiagnoses why a RAG pipeline failed to retrieve the right passage and prescribes concrete fixes.
Structured Extraction From Retrieved DocsIn a packExtracts a strict JSON record from retrieved documents with per-field source spans and null for unknowns.
Few-Shot Grounded QA PatternIn a packUses worked examples to teach the model the exact grounded-answer and refusal behavior expected.
Semantic Chunking Strategy PlannerIn a packRecommends an optimal chunking and metadata strategy for a corpus given its structure and query types.
Self-Querying Retrieval Plan With CritiqueIn a packPlans a retrieval, critiques its own plan for blind spots, then revises before any documents are fetched.