Prompts
Execution layer. Ready-to-run AI instructions.
Find reusable AI prompts for research, writing, development and automation. Review the context and example output, adapt the instructions to your task and check the result before using it.
Agent Architecture Spec Prompt
Turns a fuzzy agent idea into a reviewable five-layer architecture spec.
AI Code Review Rubric Prompt
A reviewer prompt that finds real defects instead of style opinions.
AI Employee Job Description Prompt
Writes the role spec, KPIs and review cadence for an agent that owns a function.
AI System Threat Model Prompt
Produces a concrete threat model for an AI system with tool access.
AI Test Generation Prompt
Generates behavioural tests and edge cases, not tautologies.
AI Workflow Audit Prompt
Identify weak points, missing controls, and automation risks in a workflow.
Article Writer with Citations
Draft an article where every non-obvious claim carries a source.
Autonomy Boundary Prompt
Defines exactly what an agent may do alone, with approval, or never.
Brand Voice Extractor Prompt
Distill 5-10 samples into a reusable brand voice profile.
Browser Automation Task Spec Prompt
Converts a manual click-path into a reliable automation spec.
Bug Fix Prompt for AI App Builders
A structured prompt that gets the AI to fix the root cause instead of patching symptoms.
Build An Alert Workflow Prompt
Designs a complete alerting pipeline — events, sources, thresholds, deduplication and delivery — from a plain description.
Buyer Persona Builder Prompt
Generate a detailed persona from a product description and target market.
Changelog Entry → Launch Tweet
Turn a dry changelog line into a punchy tweet that actually gets engagement.
Changelog Writer Prompt
Turn merged PRs into a user-facing changelog.
Code Refactor Advisor Prompt
Get a ranked list of refactors before touching a file.
Coding Agent Task Spec Prompt
Writes the task brief that keeps a coding agent inside scope.
Cold Email Sequence Prompt
Draft a 3-touch personalized outbound sequence per lead.
Cold Outreach Prompt (Personalized)
Write a cold email that names one specific artifact of the target.
Comparison Article Prompt
Generate a fair, ranking-focused X vs Y article.
Competitor Discovery Prompt
Surface and structure direct competitors for a given product.
Competitor Teardown Prompt
Deep-dive one competitor from public artifacts.
Content Repurposing Prompt
Atomize one long-form asset into 8 platform-native pieces.
Crypto Agent Design Prompt
Specifies an AI crypto agent's tools, permissions, guardrails and evaluation before a single line is written.
Crypto Market Analysis Prompt
Produces a structured market brief: regime, liquidity conditions, sector rotation, catalysts and what would change the view.
Crypto Portfolio Analysis Prompt
Audits a portfolio for hidden concentration, correlated exposure, custody risk and missing exit plans.
Crypto Research Agent Prompt
System prompt for a research agent that must cite sources, separate fact from inference, and refuse to predict prices.
Crypto Risk Analysis Prompt
Runs a pre-mortem on a position or protocol: enumerates failure modes, likelihood, impact and observable early warnings.
Customer Feedback Synthesis Prompt
Turn fragmented customer feedback into prioritized product and CS insights.
Deep Research Prompt Template
Reusable Deep Research prompt that produces cited, structured reports every time.
DeFi Protocol Research Prompt
Decomposes a protocol's yield source, contract risk, oracle dependency and exit path into a written risk verdict.
Document Extraction Schema Prompt
Designs the schema and validation rules before you build extraction.
Entry & Exit Framework Prompt
Forces every position to have a documented entry zone, invalidation, sizing and exit plan before capital is committed.
Error Diagnoser Prompt
Turn a stack trace + code into a ranked diagnosis with next steps.
Eval Rubric Prompt
Builds a scoring rubric a grader model can apply consistently.
FAQ Block Generator (AEO-Optimized)
Turn any article into 5 crisp FAQ Q&A pairs, formatted for FAQPage schema.
FAQ Generator Prompt (AEO-Optimized)
Generate FAQ Q&As from a page for schema markup.
Lead Qualification Prompt
Score a lead against your ICP and explain the decision.
LinkedIn Post from Insight Prompt
Turn a raw idea into a LinkedIn post that gets engagement.
Liquidity Analysis Prompt
Quantifies real exit liquidity for a token: pool depth, provider concentration, lock status and impact at realistic sizes.
Market Research Synthesizer
Compress 10-20 sources into a 1-page decision-grade brief.
MCP Tool Designer Prompt
Turn a plain-English capability list into a clean MCP tool schema.
MCP Tool Surface Design Prompt
Turns an app description into a minimal, safe MCP tool and resource surface.
Meeting Intelligence Extraction Prompt
Extract decisions, commitments, risks, and follow-ups from transcripts.
Meeting to Actions Prompt
Extract decisions, owners, and dates from a meeting transcript.
Model Routing Classifier Prompt
A cheap-model prompt that labels request difficulty so it can be routed to the right model.
Multi-Agent Role Definition Prompt
Generates crisp role prompts and handoff contracts for a team of agents.
No-Code Automation Spec Writer
Turn a vague 'I want to automate X' into a buildable scenario spec for Make / n8n / Zapier.
Non-Trash Listicle Prompt
Produce a listicle worth reading, not SEO filler.
Personalized Cold Outbound Email
Write a 4-sentence cold email that opens with a real hook, not a fake compliment.
Portfolio Monitoring Workflow Prompt
Designs a read-only monitoring system across wallets and chains, with exposure limits and drift alerts.
Position Sizing Prompt
Calculates defensible position size from risk-per-trade, invalidation distance and real exit liquidity.
Product Launch Copy Prompt
Draft ProductHunt / X / LinkedIn launch copy from a spec.
Prompt Improver Prompt
Iterate a weak prompt into a strong one using best practices.
RAG Answer With Strict Citations
Force the LLM to answer only from provided chunks and cite them by ID.
Recurring Crypto Workflow Prompt
Specifies a safe recurring on-chain automation with spend caps, idempotency, failure handling and a kill switch.
Red Team Attack Plan Prompt
Generates a tailored list of adversarial tests for your own AI feature.
Refactor and Security Review Prompt
Clean up a vibe-coded app and catch security gaps before launch.
Rewrite for AEO Prompt
Restructure existing content so answer engines cite it.
SEO Content Cluster Brief Prompt
Generate a structured topical cluster brief with internal links before drafting.
SEO Title + Meta Description Generator
Generate 5 title/meta pairs optimized for click-through and keyword coverage.
SEO Topic Cluster Generator
Turn one head term into a full pillar + spokes content plan with intent and internal links.
Short Video Script Prompt (TikTok, Reels, Shorts)
A prompt that turns a topic into 10 hooks and a tight 30–60 second script with on-screen text and shot ideas.
Smart Contract Risk Prompt
Reviews contract facts for the patterns that let a deployer or attacker take user funds.
Smart Money Analysis Prompt
Tests whether a group of 'smart money' wallets is genuinely informative or a survivorship-biased label.
Sourced Research Brief Prompt
Produces a structured brief where every claim carries a citation.
SQL Explainer Prompt
Explain a SQL query in plain English with data implications.
Strategic Analyst Prompt
Turn a business situation into a McKinsey-style strategic memo.
Structured Data Analysis from CSV
Get a defensible analysis + chart suggestions from a raw CSV with no human pre-processing.
Technical Spec Writer Prompt
Convert a rough feature idea into an implementation-ready spec.
Test Case Generator Prompt
Generate meaningful test cases from a function signature.
Text-to-Video Shot Prompt (Veo, Sora, Runway, Kling)
A structured prompt template that gives AI video models the detail they need for usable, consistent clips.
The First Prompt for Any Vibe Coding Project
A starter prompt that gives an AI app builder everything it needs for a strong first version.
Token Research Prompt
Structures a full token due-diligence pass: mechanics, liquidity, concentration, bear case and unverifiable claims flagged explicitly.
Tone Rewriter Prompt
Rewrite any text in a specified voice without changing meaning.
Tool Calling Specification Prompt
Design safe tool schemas before connecting an AI model to real actions.
Trading Assistant Agent Prompt
System prompt for an assistant that drafts trade plans, argues against them, and never executes.
Trading Strategy Generation Prompt
Converts a market view into a written, testable strategy with entry rules, invalidation, sizing and explicit failure conditions.
Transaction Analysis Prompt
Explains what a specific transaction did, what it authorised, and what risk it left behind.
Transcript Cleaner Prompt
Turn a raw ASR transcript into readable prose.
Turn an Idea Into a Build Spec (Vibe Coding)
Have an LLM convert a rough idea into a precise spec before you start building.
Wallet Analysis Prompt
Turns a transaction export into a behavioural profile: strategy type, timeframes, risk pattern and whether the wallet is worth watching.
Wallet Monitoring Agent Prompt
System prompt for a read-only agent that watches addresses, filters noise and reports only decision-relevant activity.
Weekly Review Prompt
Automate the Friday review from calendar + tasks + notes.
Whale Tracking Prompt
Interprets a large transfer correctly by classifying counterparties before concluding anything about buying or selling.
Yield Comparison Prompt
Compares yield opportunities on a risk-adjusted basis instead of ranking them by advertised APY.
YouTube Script Outline Prompt
Build a retention-optimized YouTube script outline.
YouTube Script Prompt (Retention-Optimized)
Generate a hook-driven script tied to retention beats.