AI Prompt Library for Freelancers — Free Prompt Packs

Free Prompt Hub

Detailed Prompt Packs

This section is structured for free prompt packs: preview panels, what's-inside breakdowns, and prompt buttons that surface the full prompt cleanly on the page.

Prompt 01 Dev Build & Debug Pack Architecture

Full-Stack Feature Architecture Planner

Design a scalable feature from database to UI before writing a single line of code. Positions the AI as a senior software architect to generate data schemas, API routes, state management, and edge-case specs.

Preview

"You are a senior software architect. I need to build [FEATURE NAME] into my existing [TECH STACK] application..."

Includes data schema definitions, REST/gRPC API shapes, component hierarchy maps, and error-handling blueprints.

What’s Inside

Database schema & migration planning
API layer design & response shapes
Frontend state management flow
Security & rate-limiting parameters

Workflow

1. Plan boundaries with Claude

2. Draft API schemas with ChatGPT

3. Scaffold components in Cursor

4. Review specs in Claude Code

Pack Context

Establishes the foundation of the engineering workflow by converting feature requirements into actionable architecture specs.

Prompt 02 Dev Build & Debug Pack Refactoring

Legacy Codebase Refactoring Workflow

Systematically refactor monolithic or technical-debt-laden code into modern, modular, testable code without breaking existing API contracts.

Preview

"You are a principal software engineer specializing in code refactoring. Audit and refactor the following [LANGUAGE/FRAMEWORK] code..."

Includes code smell diagnostics, modular abstraction patterns, backwards-compatibility validation, and performance optimization.

What’s Inside

Technical debt & smell audit
Modular component extraction
Backwards-compatible API adapter
Performance & memory cleanup

Workflow

1. Audit legacy file with Claude

2. Draft modular adapter with ChatGPT

3. Refactor functions in Cursor

4. Verify contracts with test suite

Pack Context

Cleans up technical debt accumulated during rapid prototyping so future features can be added cleanly.

Prompt 03 Dev Build & Debug Pack Debugging

Advanced Bug Debugging Tree

Isolate root causes for complex, intermittent, or asynchronous bugs across distributed backend services and frontend applications.

Preview

"You are a principal debugging specialist. Analyze this stack trace, code snippet, and runtime log error..."

Includes error log analysis, asynchronous race condition detection, reproduction step scripts, and defensive bug-fix logic.

What’s Inside

Stack trace & error log analysis
Asynchronous race condition isolation
Reproduction scenario script
Defensive fix implementation

Workflow

1. Paste logs & traces to Claude

2. Generate reproduction test script

3. Apply targeted fix in Cursor

4. Verify fix under simulated load

Pack Context

Provides structured troubleshooting paths for production errors that fail to reproduce in local dev environments.

Prompt 04 Dev Build & Debug Pack API Design

REST API Design & Documentation Blueprint

Design production-grade RESTful APIs with OpenAPI 3.1 specifications, request validation rules, error payload schemas, and client SDK hints.

Preview

"You are an API platform architect. Build a comprehensive REST API specification for [RESOURCE/DOMAIN NAME]..."

Includes endpoint path definitions, JSON schema validation, HTTP status code maps, and rate-limiting headers.

What’s Inside

OpenAPI 3.1 JSON/YAML spec
Request body & query validation
Standardized error payload format
Auth & rate-limit header specs

Workflow

1. Define domain resources in Claude

2. Generate OpenAPI spec in ChatGPT

3. Implement API endpoints in Cursor

4. Document specs with Postman

Pack Context

Standardizes API communication protocols across frontend and backend engineering teams.

Prompt 05 Dev Build & Debug Pack Code Review

Production-Ready Code Review Framework

Review pull requests for security vulnerabilities, edge-case failures, performance bottlenecks, and adherence to clean code standards.

Preview

"You are a lead staff engineer conducting a thorough code review on the following Pull Request..."

Includes OWASP top-10 security scan, performance profiling tips, code readability suggestions, and automated test check.

What’s Inside

Security vulnerability audit (OWASP)
Performance & memory profiling
Readability & clean code check
Test coverage gap analysis

Workflow

1. Submit PR diff to Claude

2. Review flagged security items

3. Apply optimization suggestions

4. Approve PR for deployment

Pack Context

Ensures all code merged to production meets strict security, performance, and maintainability standards.

Prompt 06 Dev Build & Debug Pack Testing

End-to-End Automated Test Suite Scaffolder

Generate comprehensive unit, integration, and end-to-end tests for a given component or service with automated setup and mocking.

Preview

"You are a senior QA automation engineer. I need you to scaffold a comprehensive test suite for my [SERVICE/COMPONENT NAME] using [TEST FRAMEWORK]..."

Includes unit testing setup with mocking, integration flow verification, edge-cases, and CI/CD pipeline automation.

What’s Inside

Unit testing setup with mocking
Integration flow verification
Edge-cases & boundary conditions
CI/CD pipeline automation setup

Workflow

1. Plan boundaries with Claude

2. Define mock structures

3. Draft test specs

4. Run & refine with Claude Code

Pack Context

Rounds out the development cycle by ensuring code created by planning, refactoring, and debugging is fully tested.

Prompt 07 Dev Build & Debug Pack Architecture

Microservices Migration & Schema Decoupling Architect

Plan a safe, zero-downtime migration strategy from a monolithic backend to decoupled microservices with database isolation and API gateway routing.

Preview

"You are a principal software architect specializing in distributed systems. I need to decouple the [MODULE NAME] domain from our monolithic [TECH STACK] codebase..."

Includes domain isolation rules, event pub/sub schemas, API Gateway routing, dual-write migration phases, and OpenTelemetry parameters.

What’s Inside

Domain boundary & database isolation specs
Event-driven pub/sub communication schemas
Strangler Fig API Gateway & routing rules
Zero-downtime dual-write & rollback playbook

Workflow

1. Audit bounded context with Claude

2. Draft event schemas with ChatGPT

3. Generate Gateway routes with Cursor

4. Script DB migration in Claude Code

Pack Context

Extends backend development workflows by facilitating safe architectural transition from monolithic databases to event-driven microservices.

Prompt 01 Website Build Blueprint Information Architecture

Full Website Sitemap & Information Architecture Planner

Map out website structure, URL hierarchy, page intent, internal linking flow, and navigation menus for maximum UX and SEO performance.

Preview

"You are a lead UX strategist and information architect. Plan a complete website sitemap for [BUSINESS TYPE/NICHE]..."

Includes primary/secondary navigation layout, URL path structures, content intent per page, and internal link mapping.

What’s Inside

Navigation hierarchy & menu layout
SEO-friendly URL path structure
User intent & conversion mapping
Internal linking architecture

Workflow

1. Define site goals with Claude

2. Generate sitemap structure

3. Map page intent & URLs

4. Finalize menu hierarchy

Pack Context

Sets up website projects with a structured sitemap before copywriting and page layouts are designed.

Prompt 02 Website Build Blueprint Copywriting

High-Converting Homepage Copy Generator

Craft persuasive, benefit-driven hero headlines, sub-headlines, feature section copy, social proof blocks, and call-to-actions.

Preview

"You are a world-class conversion copywriter. Write complete, high-converting homepage copy for [COMPANY/PRODUCT NAME]..."

Includes hero section hooks, value proposition bullets, feature/benefit breakdown, social proof placement, and CTA buttons.

What’s Inside

Above-the-fold hero messaging
Value proposition & benefit bullets
Social proof & testimonial copy
High-friction CTA optimization

Workflow

1. Define audience pain points

2. Generate headline options in Claude

3. Draft feature & social proof copy

4. Refine CTAs for conversion

Pack Context

Transforms visitor traffic into leads and customers with clear, benefit-oriented homepage copy.

Prompt 03 Website Build Blueprint UI/UX Layout

Page Layout & Component Specification Builder

Create wireframe blueprints, section layouts, content visual hierarchy, and responsive breakpoint specs for web designers and developers.

Preview

"You are a principal UI/UX designer. Build a complete section-by-section visual layout specification for [PAGE TYPE]..."

Includes visual hierarchy outline, desktop/mobile responsive specs, image/video asset guidelines, and component spacing rules.

What’s Inside

Section-by-section layout blueprint
Responsive grid & mobile breakpoint specs
UI component placement rules
Asset dimensions & visual guidelines

Workflow

1. Define page flow in Claude

2. Draft component layout specs

3. Create responsive grid rules

4. Hand off to designer/developer

Pack Context

Bridges the gap between raw copy and front-end development with detailed layout blueprints.

Prompt 04 Website Build Blueprint SEO Content

SEO-Optimized Blog & Content Page Builder

Build comprehensive pillar pages, blog posts, and landing page content designed to rank high on search engines and answer user query intent.

Preview

"You are a senior SEO strategist and content marketer. Write an in-depth, search-optimized guide on [TOPIC/KEYWORD]..."

Includes keyword clustering, H2/H3 heading tags, search intent alignment, schema markup suggestions, and internal links.

What’s Inside

Keyword placement & density optimization
Search intent heading hierarchy
Featured snippet formatting
Internal & external link strategy

Workflow

1. Research keyword intent

2. Generate SEO outline in Claude

3. Write comprehensive section copy

4. Add schema markup hints

Pack Context

Drives organic traffic and establishes topic authority through structured, search-focused content.

Prompt 05 Website Build Blueprint Pre-Launch

Website Pre-Launch Audit & Go-Live Checklist

Audit website before launch across technical SEO, mobile responsiveness, broken links, analytics tracking, performance, and legal compliance.

Preview

"You are a web launch manager. Audit this website checklist for [WEBSITE URL/NAME] prior to public deployment..."

Includes technical SEO verification, analytics tracking audit, form & CTA validation, legal policy check, and speed testing.

What’s Inside

Technical SEO & metadata verification
Form submission & CTA route check
Google Analytics / GTM event validation
Privacy Policy & Terms compliance

Workflow

1. Run automated speed audit

2. Review launch checklist in Claude

3. Test all forms & tracking codes

4. Approve site for DNS cutover

Pack Context

Prevents embarrassing launch errors, broken forms, or missing analytics when bringing websites live.

Prompt 06 Website Build Blueprint Design System

Interactive Design System Token & Component Generator

Build a fully scalable design system with utility tokens, color scales, typography hierarchies, and interactive component specs.

Preview

"You are a lead design systems engineer. Build a fully scalable design system with utility tokens for [PRODUCT NAME] using [CSS/TAILWIND]..."

Includes typography scales, color scales with light/dark adaptive variables, design tokens, component variants, and WCAG accessibility.

What’s Inside

Typography scales & responsive sizing
Color scales (HSL light/dark tokens)
Design tokens (margins, borders, shadows)
WCAG contrast & accessibility compliance

Workflow

1. Outline design tokens in Claude

2. Generate CSS/Tailwind configs

3. Build reusable component specs

4. Validate WCAG accessibility

Pack Context

Provides standardized design tokens and reusable UI components for modern website design.

Prompt 07 Website Build Blueprint Performance

Web Performance & Core Web Vitals Optimization Engine

Optimize frontend load speeds, eliminate layout shifts, and achieve 95+ PageSpeed scores across LCP, CLS, and INP metrics.

Preview

"You are a lead web performance engineer. Audit and generate an actionable speed optimization plan for my website built with [TECH STACK]..."

Includes LCP preloads, CLS aspect-ratio stabilization, INP long-task refactoring, Brotli/CDN caching headers, and Lighthouse CI automation.

What’s Inside

LCP & Critical Render Path acceleration
CLS aspect-ratio & layout stability tuning
INP event debouncing & script deferral
Edge caching & Lighthouse CI automation

Workflow

1. Audit metrics with PageSpeed Insights

2. Generate critical CSS with Claude

3. Optimize JS bundles with Cursor

4. Deploy CDN headers on Cloudflare

Pack Context

Ensures websites created with layout, copy, and SEO prompts achieve maximum Core Web Vitals scores and rapid page load times.

Prompt 01 Video Content Prompt Pack Hook Script

Scroll-Stopping Hook & Opening 30-Second Script

Write attention-grabbing video openings that stop the scroll on Shorts, Reels, TikTok, and YouTube within the first 3 seconds.

Preview

"You are a viral video strategist. Write 5 scroll-stopping opening hook options for a video about [TOPIC]..."

Includes 3-second visual/verbal hooks, tension-building setup, curiosity gaps, and transition to main video body.

What’s Inside

3-second visual & verbal pattern interrupts
Curiosity gap & tension building
Target audience call-out
Smooth transition to main content

Workflow

1. Define video goal & topic

2. Generate 5 hook variations

3. Select highest retention opening

4. Script 30-second intro section

Pack Context

Maximizes initial viewer retention on short-form and long-form video platforms.

Prompt 02 Video Content Prompt Pack Scene Breakdown

Full Video Scene-by-Scene Breakdown

Transform raw video ideas or blog posts into detailed, production-ready video scripts with visual cues, B-roll notes, and voiceovers.

Preview

"You are a video producer. Convert the following text into a complete scene-by-scene video script for [PLATFORM]..."

Includes timestamps, spoken voiceover script, visual B-roll descriptions, sound effects (SFX) cues, and text overlays.

What’s Inside

Timestamped scene progression
Spoken voiceover script copy
Visual B-roll & graphic direction
On-screen text & SFX sound cues

Workflow

1. Provide core topic or script

2. Generate scene breakdown table

3. Refine visual cues & B-roll ideas

4. Finalize voiceover recording script

Pack Context

Organizes long-form videos into structured shooting and editing manifests.

Prompt 03 Video Content Prompt Pack Editing Brief

Video Editing Notes & Post-Production Brief

Create precise post-production briefs for video editors with pacing guidelines, music tracks, visual effects, and caption styles.

Preview

"You are a post-production supervisor. Write a detailed video editing brief for an editor working on [PROJECT NAME]..."

Includes pacing & cut frequency, background music choices, motion graphics specs, caption typography, and color grading LUTs.

What’s Inside

Pacing & cut rhythm directions
Background music & audio mixing notes
Motion graphics & transition specs
Caption formatting & subtitle styling

Workflow

1. Outline video concept in Claude

2. Generate editor brief document

3. Attach asset files & music links

4. Hand off brief to video editor

Pack Context

Streamlines communication between content creators and post-production video editors.

Prompt 04 Video Content Prompt Pack Monetization

CTA & Monetization Logic Scriptwriter

Craft natural, high-converting call-to-actions, sponsor integrations, and product pitches that convert viewers into buyers.

Preview

"You are a direct-response video marketer. Script a seamless 45-second sponsor integration or product pitch for [PRODUCT NAME]..."

Includes sponsor segue transitions, value-stack presentation, urgency triggers, and clear call-to-action closing copy.

What’s Inside

Seamless content-to-pitch transition
Product value proposition stack
Urgency & incentive placement
Clear friction-free closing CTA

Workflow

1. Define product/sponsor offer

2. Generate segue hook variations

3. Script 45-second integration

4. Insert pitch into master script

Pack Context

Increases revenue per video by weaving monetization elements organically into educational content.

Prompt 05 Video Content Prompt Pack Repurposing

Multi-Platform Video Adaptation Planner

Repurpose 1 long-form YouTube video into 5 Shorts/Reels, 3 LinkedIn posts, a Twitter thread, and a newsletter breakdown.

Preview

"You are a content repurposing expert. Take this 10-minute video script/transcript and generate a multi-platform content suite..."

Includes short-form clip timestamps, platform-specific copy rewrites, thread formats, and email newsletter summaries.

What’s Inside

5 Short/Reel timestamp selections
Platform-specific caption rewrites
Twitter/X thread adaptation
Newsletter summary edition

Workflow

1. Provide YouTube video transcript

2. Extract top 5 standalone moments

3. Generate platform copy formats

4. Schedule multi-channel push

Pack Context

Multiplies content reach by adapting primary video assets across social channels.

Prompt 06 Video Content Prompt Pack Thumbnails

SEO-Optimized YouTube Thumbnail & Title Concept Generator

Generate high-CTR title options and detailed thumbnail visual layouts designed to stand out on crowded YouTube feeds.

Preview

"You are a YouTube growth specialist. I am publishing a video on [TOPIC]. Generate 5 high-CTR title options and detailed thumbnail layouts..."

Includes psychological hook titles, thumbnail visual focus points, color contrast recommendations, and A/B test plans.

What’s Inside

5 High-CTR psychological titles
Thumbnail visual layout description
Color contrast recommendations
A/B testing strategy

Workflow

1. Brainstorm titles in ChatGPT

2. Design thumbnail in Midjourney/Canva

3. Configure A/B tests in YouTube Studio

4. Publish and track CTR performance

Pack Context

Drives initial click-through rates (CTR) with high-converting thumbnail and title pairings.

Prompt 07 Video Content Prompt Pack AI Video

AI B-Roll & Visual Prompt Generator for Generative Video Tools

Generate frame-accurate, cinematic text-to-video prompts tailored for Runway Gen-3, Luma Dream Machine, Sora, and Pika 2.0.

Preview

"You are a cinematic director and elite AI video prompt engineer. Map visual B-roll prompts to my master video script on [TOPIC]..."

Includes timecoded visual script mapping, camera movement tokens, lighting parameters, and tool-specific prompt syntax generator.

What’s Inside

Timecoded visual script-to-b-roll mapping
Camera movement & lens focal descriptors
Runway Gen-3 / Sora / Pika syntax tuning
Color grading & atmospheric motion tokens

Workflow

1. Input script timeline into Claude

2. Format video prompts in ChatGPT

3. Render clips in Runway Gen-3/Sora

4. Sequence in DaVinci Resolve

Pack Context

Complements scriptwriting and scene breakdowns by supplying production-ready text-to-video prompts for seamless AI b-roll generation.

Prompt 01 AI Agent Automation Pack Web Scraping

Browser Automation Agent Scraper

Build browser automation scrapers using Playwright/Puppeteer with AI fallback selectors to extract structured web data at scale.

Preview

"You are an expert browser automation engineer. Write a resilient Playwright/Puppeteer web scraper for [TARGET WEBSITE]..."

Includes DOM selector fallbacks, headful/headless browser modes, anti-bot handling, and JSON/CSV data export formatting.

What’s Inside

Resilient DOM selector strategy
Anti-bot & rate limit mitigation
Dynamic pagination & scroll handling
Structured JSON/CSV output schema

Workflow

1. Identify target data points

2. Generate scraper script in Claude

3. Run test extraction locally

4. Deploy to serverless runner

Pack Context

Automates data collection from websites with resilient selector fallbacks.

Prompt 02 AI Agent Automation Pack Integrations

Zapier/Make Agent Integrator

Design multi-step Zapier and Make.com scenarios that connect webhooks, LLM processing nodes, CRMs, and messaging channels.

Preview

"You are an enterprise automation consultant. Build a complete Zapier/Make.com integration workflow for [BUSINESS PROCESS]..."

Includes webhook trigger setup, LLM prompt formatting nodes, conditional router paths, and error notification webhooks.

What’s Inside

Webhook trigger payload schema
LLM processing prompt structure
Conditional branching logic
Error logging & Slack alerting

Workflow

1. Map business process in Claude

2. Generate webhook JSON payloads

3. Build scenario nodes in Make/Zapier

4. Test end-to-end integration

Pack Context

Connects cloud apps and AI models into seamless, hands-free business workflows.

Prompt 03 AI Agent Automation Pack Support

Customer Support Auto-Responder

Build intelligent customer support auto-responders that classify incoming tickets, retrieve knowledge base docs, and draft responses.

Preview

"You are a customer operations manager. Design an AI support auto-responder for incoming tickets about [PRODUCT/SERVICE]..."

Includes ticket sentiment classification, knowledge base search routing, draft response formatting, and human escalation triggers.

What’s Inside

Ticket sentiment & category tagging
RAG Knowledge base search lookup
Context-aware response drafting
Human escalation trigger rules

Workflow

1. Define ticket categories in Claude

2. Set up knowledge base docs

3. Test response drafts on past tickets

4. Enable automated dispatch

Pack Context

Reduces support response times by drafting accurate answers based on knowledge base documentation.

Prompt 04 AI Agent Automation Pack Social Media

Social Media Agent Copywriter

Automate social media content generation by creating brand-aligned posts for LinkedIn, Twitter/X, and Instagram from 1 topic prompt.

Preview

"You are a social media director. Create a 1-week social media content calendar for [BRAND/COMPANY] based on [TOPIC]..."

Includes platform-specific formatting, carousel slide copy, hashtag recommendations, and image generation prompts.

What’s Inside

Multi-platform text adaptation
LinkedIn long-form post structure
Twitter/X thread breakdown
Midjourney graphic prompt paired

Workflow

1. Provide brand voice & key topic

2. Generate 1-week content suite

3. Review & approve post drafts

4. Schedule in Buffer/Hootsuite

Pack Context

Keeps social channels active with multi-platform copy generated from a single core theme.

Prompt 05 AI Agent Automation Pack CLI Coder

Local CLI Agent Coder

Configure local command-line AI coding assistants (Claude Code, Aider, Ollama) to refactor code, run tests, and commit git changes.

Preview

"You are a developer tooling engineer. Write system prompts and CLI alias configurations for running an AI coding agent locally..."

Includes system prompt instructions, Git diff analysis, automated test execution loops, and commit message formatting.

What’s Inside

Local CLI agent system prompt
Git status & diff analysis loop
Automated test runner verification
Conventional commit formatting

Workflow

1. Configure local CLI tool (Aider/Claude)

2. Add custom system prompt alias

3. Run agent on local git branch

4. Review & merge git commits

Pack Context

Empowers developers to code, test, and commit software directly from terminal CLI environments.

Prompt 06 AI Agent Automation Pack DevOps

Autonomous Database Backup & Health Monitoring Agent

Write secure bash/python agent scripts that execute daily backups of PostgreSQL/MySQL to cloud storage with Slack alerting.

Preview

"You are a senior DevOps engineer. Write a secure bash/python agent script that runs daily backups of [DATABASE TYPE] to [CLOUD STORAGE]..."

Includes compression/encryption logic, cloud storage upload, disk/memory threshold alerts, and Slack/Discord webhook payloads.

What’s Inside

Daily backup compression & encryption
Secure cloud storage upload routine
Disk space & memory usage alerts
Slack/Discord webhook notifications

Workflow

1. Scaffold script in Claude

2. Configure Linux crontab schedule

3. Verify webhook alert triggers

4. Run test backup restoration

Pack Context

Protects infrastructure data with automated backups and real-time monitoring alerts.

Prompt 07 AI Agent Automation Pack Multi-Agent

Autonomous Multi-Agent Workflow Orchestrator & Error Recovery System

Architect resilient multi-agent automation systems with dedicated Planner, Executor, Reviewer, and Failover roles in LangGraph / CrewAI.

Preview

"You are an enterprise AI agent architect. Design a multi-agent orchestration framework for [AUTOMATION GOAL] using [LANGGRAPH / CREWAI]..."

Includes agent team system prompts, inter-agent JSON messaging schemas, LangGraph state graph logic, and exponential backoff retry routines.

What’s Inside

Agent role specialization & permissions
Inter-agent JSON message schema protocols
LangGraph / CrewAI state graph definitions
Self-healing retry & rate-limit fallbacks

Workflow

1. Define agent team with Claude

2. Write state graph in Cursor

3. Setup retry logic in Claude Code

4. Deploy containerized agent team

Pack Context

Extends single-purpose scraper and responder agents into fully autonomous multi-agent teams capable of complex task execution.

Prompt 01 Frontier Reasoning & Logic Pack First Principles

First-Principles Problem Solver

Deconstruct complex engineering, business, or philosophical challenges down to foundational truths and build innovative solutions.

Preview

"You are a first-principles thinker and principal strategist. Deconstruct the following problem: [PROBLEM DESCRIPTION]..."

Includes foundational assumption breakdown, physics/economic constraint mapping, zero-based solution design, and tradeoff evaluation.

What’s Inside

Deconstruction into fundamental truths
Identification of false conventions
Zero-based solution synthesis
Tradeoff & feasibility analysis

Workflow

1. Define complex challenge in Claude

2. Extract core assumptions

3. Rebuild solution from scratch

4. Validate economic/physical feasibility

Pack Context

Breaks through conventional thinking by analyzing problems from foundational physical and economic constraints.

Prompt 02 Frontier Reasoning & Logic Pack Math & Code

Complex Math & Code Debugger

Solve intricate mathematical proofs, algorithmic bottlenecks, and complex state machine bugs using step-by-step reasoning models.

Preview

"You are a theoretical computer scientist and mathematician. Solve and prove the following complex algorithmic problem: [PROBLEM]..."

Includes step-by-step mathematical proof, time/space complexity analysis (Big-O), code implementation, and edge-case validation.

What’s Inside

Step-by-step mathematical proof
Big-O time & space complexity analysis
Optimized code algorithm implementation
Edge-case & boundary testing

Workflow

1. Submit math/code problem to o3-mini

2. Review step-by-step proof

3. Implement algorithm in Python/C++

4. Verify boundary conditions

Pack Context

Solves hard algorithmic and mathematical problems requiring deep, multi-step logical reasoning.

Prompt 03 Frontier Reasoning & Logic Pack Business Strategy

Strategic Business Analyst

Analyze competitive landscapes, unit economics, go-to-market strategies, and financial projections for business opportunities.

Preview

"You are a senior McKinsey management consultant and venture capitalist. Conduct a strategic analysis of [BUSINESS/MARKET]..."

Includes TAM/SAM/SOM market estimation, competitive moat evaluation, unit economics modeling (CAC/LTV), and strategic risks.

What’s Inside

TAM/SAM/SOM market sizing
Competitive moat & moat durability audit
Unit economics (CAC, LTV, payback period)
Strategic risk mitigation framework

Workflow

1. Define business concept in Claude

2. Generate market sizing estimates

3. Evaluate competitive advantages

4. Draft GTM execution roadmap

Pack Context

Evaluates business models and competitive dynamics with management consulting rigor.

Prompt 04 Frontier Reasoning & Logic Pack Research

Scientific Research Synthesis

Synthesize dense academic papers, medical studies, or technical literature into structured executive summaries and key findings.

Preview

"You are a lead research scientist. Synthesize the core findings from the following academic papers/topics: [PASTE TEXT/TOPIC]..."

Includes methodology evaluation, key findings extraction, data evidence audit, conflicting study analysis, and practical takeaways.

What’s Inside

Methodology & sample size audit
Core findings & data point extraction
Conflicting study reconciliation
Practical real-world application takeaways

Workflow

1. Paste paper text/abstracts to Claude

2. Generate structured paper summary

3. Highlight statistical evidence

4. Extract practical action steps

Pack Context

Distills dense research literature into clear, actionable executive insights.

Prompt 05 Frontier Reasoning & Logic Pack Decision Science

Game Theory Decision Optimizer

Model strategic interactions between competing actors, pricing wars, and negotiation dynamics to determine Nash equilibrium strategies.

Preview

"You are a game theorist and decision scientist. Model the strategic interaction between [PARTY A] and [PARTY B] in [SCENARIO]..."

Includes player payoff matrix mapping, dominant strategy identification, Nash equilibrium calculation, and risk-hedging tactics.

What’s Inside

Player action & payoff matrix setup
Dominant strategy calculation
Nash equilibrium identification
Risk-hedging & counter-move planning

Workflow

1. Define competing players & options

2. Generate payoff matrix in Claude

3. Calculate optimal decision path

4. Formulate negotiation counter-moves

Pack Context

Optimizes high-stakes negotiations and competitive pricing decisions using game theory models.

Prompt 06 Frontier Reasoning & Logic Pack Post-Mortem

Root Cause Analysis (RCA) & Post-Mortem Facilitator

Lead structured root cause analyses for production outages and system failures using the 5 Whys and timeline reconstruction.

Preview

"You are a principal systems reliability engineer. Lead a structured Root Cause Analysis for the incident: [INCIDENT DESCRIPTION]..."

Includes incident timeline reconstruction, 5 Whys root cause analysis, contributing factor identification, and preventative action items.

What’s Inside

Incident timeline reconstruction
5 Whys root cause analysis
Systemic contributing factor audit
Preventative action item tracker

Workflow

1. Input incident log timeline

2. Run 5 Whys analysis in Claude

3. Identify underlying systemic flaws

4. Draft post-mortem document

Pack Context

Turns operational outages into permanent system improvements through rigorous post-mortem analysis.

Prompt 07 Frontier Reasoning & Logic Pack Reasoning

Dialectical Counter-Factual Reasoning & Blind-Spot Auditor

Stress-test high-stakes business strategies, technical designs, and investment decisions using Socratic counter-arguing and bias audits.

Preview

"You are a world-class strategic analyst and red-team auditor. I need you to stress-test my proposal for [STRATEGY/PROPOSAL]..."

Includes Socratic thesis/antithesis red-teaming, hidden assumption identification, multi-horizon consequence cascading, and probability risk matrices.

What’s Inside

Socratic thesis vs antithesis red-teaming
Hidden assumption & bias detection
Multi-horizon consequence cascades
Probabilistic risk mitigation roadmap

Workflow

1. Input strategy to o3-mini/Claude

2. Run dialectical red-team audit

3. Map probability-weighted risks

4. Formulate resilient strategy synthesis

Pack Context

Complements first-principles problem solving and RCA by stress-testing strategies against unseen failure modes before execution.

AI Prompt Library

SEO Blog Post Outline

Rewrite for Clarity & Tone

Client Case Study Writer

Cold Outreach Email

Project Proposal Generator

Rate Increase Email

Creative Brief Generator

Midjourney Prompt Builder

Logo Concept Ideas

Social Media Content Calendar

Ad Copy Variations

Customer Onboarding Email Sequence

Sales Page Headline Generator

Proposal Follow-Up Email

Homepage Structure Builder

Landing Page Section Writer

Product Image Prompt Builder

Thumbnail Concept Prompt

Short Video Ad Storyboard

YouTube Explainer Outline

Feature Build Plan

Bug Reproduction Report Writer

Meeting Notes Summarizer

Daily Work Plan Builder

Overdue Invoice Chaser

LinkedIn Thought Leadership Post

X (Twitter) Thread Writer

Short-Form Video Script

Code Review & Bug Fix

Production Code Review Framework

Auto-Generate README

Build Any Automation Script

REST API Design Blueprint

SQL Query Optimizer

Git Commit Message Writer

Academic Abstract Summarizer

Newsletter Hook Writer

Competitor Ad Angle Analyzer

Product Launch Timeline Planner

Client Retainer Upsell Pitch

Out-of-Office Auto-responder

UI Moodboard Prompt Generator

SVG Icon Code Generator

Project Kickoff Meeting Agenda

Client Revision Response

LinkedIn Post Reframer

YouTube Thumbnail Concept Builder

Time-Blocked Daily Scheduler

Meeting Transcription Summarizer

30-Second Shorts Hook Builder

Video B-Roll Script Generator

Photorealistic Portrait Prompt Creator

Vector Illustration Prompt Builder

Detailed Prompt Packs

Dev Build & Debug Pack

Full-Stack Feature Architecture Planner

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Legacy Codebase Refactoring Workflow

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Advanced Bug Debugging Tree

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REST API Design & Documentation Blueprint

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Production-Ready Code Review Framework

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End-to-End Automated Test Suite Scaffolder

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