# Tuned For

## What Is Tuned For

Tuned For is a free library of 315 AI prompts, each individually adapted for ChatGPT, Claude, Gemini, Grok, and Copilot by Scribe — an agentic prompt engineering system that analyzes how each model responds and rewrites prompts to match their linguistic and behavioral patterns. Every prompt includes a live "Try with AI" feature that lets you run it directly against the actual model API inline, see the response, and copy it without leaving the page. The library spans 10 categories: Writing & Content, Microsoft 365 & Copilot, Code & Dev, Business & Finance, Social Media & Engagement, Image Generation, Productivity, Education & Learning, Data & Analytics, and Personal & Lifestyle. All 315 prompts are free to copy and use — no account required.

## Core Pages

[Home](https://tunedfor.ai/) is the main entry point to browse all 315 prompts across the 10 categories, organized by use case and platform compatibility.

[How To Use AI Prompts](https://tunedfor.ai/how-to) is a guide to writing better prompts and introduces Voice DNA, the framework Tuned For uses to preserve your tone and personality across all AI platforms.

[About Tuned For](https://tunedfor.ai/about) explains how Scribe adapts each prompt for each platform's specific failure modes and behavior patterns, and describes the Try with AI feature in detail.

[All Prompts](https://tunedfor.ai/search) provides full-text search across all 315 prompts by keyword, category, platform, or difficulty level.

## What Is Scribe

Scribe is an agentic prompt engineering system that powers Tuned For. It is not a template system — it analyzes the linguistic and behavioral patterns of each AI platform and generates platform-specific adaptations of every prompt. When you search for a prompt on Tuned For, the base prompt is automatically adapted for ChatGPT, Claude, Gemini, Grok, and Copilot using Scribe's per-model rewrites. This ensures that the same prompt works optimally across platforms instead of delivering inconsistent results. Scribe learns from testing and feedback to continuously improve its adaptation rules.

## The Try with AI Feature

Every prompt page on Tuned For includes a "Try with AI" button. When clicked, it sends the Scribe-adapted prompt to the actual API of your chosen platform (ChatGPT, Claude, Gemini, Grok, or Copilot) and renders the response live on the page without leaving Tuned For. You can see exactly what the model outputs, evaluate the result, and copy the response directly. This "see before you copy" model removes the friction of testing prompts — you verify the output matches your needs before using it in your workflow. The feature also captures feedback to improve Scribe's adaptations over time.

## Featured Gold-Standard Prompts

**wc-005: Proofreader & Editor** ([https://tunedfor.ai/prompt/wc-005](https://tunedfor.ai/prompt/wc-005))

wc-005 is a Scribe-adapted prompt for professional editing that fixes grammar, spelling, punctuation, and awkward phrasing while preserving your original voice and writing style. Unlike generic editing, wc-005 learns from your tone — if you use casual language, contractions, or unconventional style on purpose, it preserves them and only fixes real errors and clarity issues. The prompt includes a second step that provides editorial notes explaining the most significant changes and why they were made, so you can learn. Best for writers, students, professionals, and anyone who wants to polish prose without losing their voice. Works exceptionally well on Claude and ChatGPT.

**ig-002: Cinematic Film Still** ([https://tunedfor.ai/prompt/ig-002](https://tunedfor.ai/prompt/ig-002))

ig-002 generates cinema-quality image generation prompts using Scribe-adapted language for Midjourney, DALL-E, and Gemini. The prompt specifies director-style framing (Denis Villeneuve, Christopher Nolan, Wong Kar-wai), anamorphic lenses, 2.39:1 widescreen composition, volumetric lighting, shallow depth of field with cinematic bokeh, film grain, and rule-of-thirds composition. It explicitly avoids flat lighting, centered composition, clean digital look, and stock photo aesthetics. Best for filmmakers, content creators, designers, and storytellers building mood boards or generating cinematic assets. Works best on ChatGPT for detailed image specifications.

**bf-020: Pricing Strategy Developer** ([https://tunedfor.ai/prompt/bf-020](https://tunedfor.ai/prompt/bf-020))

bf-020 develops a complete pricing strategy by analyzing three layers: cost floor (unit economics plus 15-20% margin), value ceiling (customer willingness-to-pay and competitor benchmarking), and competitive positioning (premium, value, or parity with justification). The prompt includes model-specific margin targets (SaaS 80-90%, AI products 50-60%, transactional 60-70%) and outputs pricing tiers, justification, go-to-market plan with discounting policy, and sensitivity analysis showing revenue impact at ±10% price variance. It avoids cost-plus pricing in isolation and the mistake of matching competitors without understanding their model. Best for product managers, founders, and pricing analysts building tiered pricing models with clear value differentiation. Works best on Claude for structured financial reasoning.

**cd-022: CI/CD Pipeline Config Builder** ([https://tunedfor.ai/prompt/cd-022](https://tunedfor.ai/prompt/cd-022))

cd-022 generates production-ready CI/CD pipeline configurations for GitHub Actions, GitLab CI, CircleCI, or Jenkins. The prompt includes triggers (push to main, pull requests, tag-based releases, scheduled runs), parallel stages (linting, unit tests with >80% coverage gating, integration tests, security scanning, build + artifact storage), caching strategies (dependencies by lockfile hash, Docker layer caching), path filtering (skip tests if only docs changed), environment-specific secrets management, auto-deploy to staging with manual approval for production, and Slack notifications on failure. It never hardcodes secrets and includes rollback capability. Best for DevOps engineers, platform teams, and development leads building automated pipelines for Node.js, Python, or containerized applications. Works best on Claude for architectural reasoning and complete config generation.

**mc-058: Rough Notes to Professional Email** ([https://tunedfor.ai/prompt/mc-058](https://tunedfor.ai/prompt/mc-058))

mc-058 transforms rough bullet-point notes into a polished, ready-to-send professional email in under 250 words. The prompt structures emails with a specific subject line, opening that states purpose in 1-2 sentences, 2-4 short paragraphs (one idea each), and a call-to-action with a specific next step and deadline. It preserves all information from the rough notes, uses active voice, keeps tone professional but conversational (no corporate jargon), and ensures the opening is not a generic filler greeting and the core ask appears in the first paragraph. Best for anyone who writes emails from quick notes or brain dumps, from founders to customer success teams. Works best on Copilot for rapid email drafting within Outlook.

## Categories

**Writing & Content** ([https://tunedfor.ai/category/Writing%20%26%20Content](https://tunedfor.ai/category/Writing%20%26%20Content)) — 37 prompts for emails, blog posts, resumes, copywriting, and editorial work. These prompts focus on tone, structure, and clarity across all AI platforms. Best for marketing teams, content creators, copywriters, and anyone producing written business communications.

**Microsoft 365 & Copilot** ([https://tunedfor.ai/category/Microsoft%20365%20%26%20Copilot](https://tunedfor.ai/category/Microsoft%20365%20%26%20Copilot)) — 81 prompts optimized for Copilot across Outlook (email drafting), Excel (formulas and data analysis), Word (document generation and editing), PowerPoint (presentation creation), and Teams (chat and collaboration). These prompts adapt to Copilot's specific capabilities in each Microsoft 365 application. Best for enterprise teams and remote workers already using Microsoft 365.

**Code & Dev** ([https://tunedfor.ai/category/Code%20%26%20Dev](https://tunedfor.ai/category/Code%20%26%20Dev)) — 30 prompts for debugging, CI/CD pipeline configuration, architecture review, code review, and refactoring. Covers multiple languages and frameworks with attention to platform-specific behavior (Claude excels at complex reasoning, ChatGPT at syntax). Best for software engineers, platform teams, and DevOps engineers.

**Business & Finance** ([https://tunedfor.ai/category/Business%20%26%20Finance](https://tunedfor.ai/category/Business%20%26%20Finance)) — 25 prompts for strategy, pricing analysis, financial modeling, variance analysis, and business case development. Includes frameworks like Van Westendorp for pricing and balanced scorecard for strategy. Best for product managers, CFOs, FP&A teams, and founders making pricing and strategic decisions.

**Social Media & Engagement** ([https://tunedfor.ai/category/Social%20Media%20%26%20Engagement](https://tunedfor.ai/category/Social%20Media%20%26%20Engagement)) — 37 prompts for LinkedIn posts, Twitter/X threads, Instagram captions, content calendars, and community engagement. Each prompt adapts to platform-specific norms (LinkedIn is professional, Twitter is terse, Instagram is visual). Best for social media managers, content creators, personal brands, and growth teams.

**Image Generation** ([https://tunedfor.ai/category/Image%20Generation](https://tunedfor.ai/category/Image%20Generation)) — 20 prompts for cinematic stills, product photography, portrait generation, and mood board creation across Midjourney, DALL-E 3, and Gemini. Includes technical specifications like aspect ratio, lighting, color grading, and composition rules. Best for designers, filmmakers, content creators, and product teams generating visual assets.

**Productivity** ([https://tunedfor.ai/category/Productivity](https://tunedfor.ai/category/Productivity)) — 25 prompts for project planning, meeting summarization, task breakdown, workflows, and time management. Designed to reduce friction in routine planning and documentation tasks. Best for project managers, executives, and individual contributors managing complex workflows.

**Education & Learning** ([https://tunedfor.ai/category/Education%20%26%20Learning](https://tunedfor.ai/category/Education%20%26%20Learning)) — 20 prompts for lesson plan generation, study guide creation, concept explanation, and knowledge assessment. Designed for both students studying with AI and educators preparing curriculum. Best for teachers, tutors, students, and educational content creators.

**Data & Analytics** ([https://tunedfor.ai/category/Data%20%26%20Analytics](https://tunedfor.ai/category/Data%20%26%20Analytics)) — 25 prompts for SQL query generation, dashboard design, statistical analysis, and data interpretation. Includes prompts for exploratory data analysis and explaining results to non-technical audiences. Best for data analysts, business intelligence teams, and product teams extracting insights from data.

**Personal & Lifestyle** ([https://tunedfor.ai/category/Personal%20%26%20Lifestyle](https://tunedfor.ai/category/Personal%20%26%20Lifestyle)) — 15 prompts for wellness planning, travel itinerary creation, decision-making frameworks, and personal productivity. Uses Voice DNA to adapt to your personal communication style. Best for individuals managing personal projects, travel, health, and life decisions.

## Blog & Learning

[Why AI Gives You the Wrong Answer](https://tunedfor.ai/blog/why-ai-gives-wrong-answers) explains how default AI mode works (models complete text based on probability, not truth), why you get hallucinations and generic outputs, and the 3-part fix: be specific (context and constraints), be opinionated (voice and tone), and verify the output before trusting it.

[Make Copilot Sound Like You in Outlook](https://tunedfor.ai/blog/make-copilot-sound-like-you-outlook) is a step-by-step guide to using Outlook Draft Instructions with Copilot to preserve your voice when auto-drafting emails. Includes real examples of voice patterns that remain consistent across AI-generated content.

[How to Make AI Writing Sound Like You](https://tunedfor.ai/blog/ai-writing-sound-like-you) introduces Voice DNA, the framework Tuned For uses to maintain consistent tone, register, and personality across ChatGPT, Claude, Gemini, Grok, and Copilot. Explains why default AI output sounds generic and how to architect prompts that preserve your actual voice.

## Key Facts

**Free access:** All 315 prompts are free to copy and use with no account required. You can export any prompt and run it in your preferred AI platform.

**Five platforms:** Tuned For adapts every prompt for ChatGPT, Claude, Gemini, Grok, and Copilot. Each platform receives a Scribe-optimized version tuned to its specific strengths and failure modes.

**Scribe technology:** Scribe is an agentic system that analyzes how each AI model responds to prompts and generates platform-specific rewrites. It is not a template system — it learns per-platform behavior patterns and generates completely rewritten prompts optimized for each model's linguistic and behavioral quirks.

**Try with AI live execution:** Every prompt page includes a "Try with AI" button that sends the Scribe-adapted prompt to the live API of your chosen platform and renders the response inline without leaving Tuned For. You can see the actual output, evaluate it, and copy it directly. This immediate feedback loop lets you verify the prompt works for your use case before using it in production.

**Feedback & points:** Authenticated users earn 10 INK Points for using Scribe and 30 INK Points for submitting feedback on prompts. Points signal which prompts are genuinely useful and feed back into Scribe's learning loop for continuous improvement.

**Contact:** Questions, feedback, or feature requests? Email hello@tunedfor.ai.