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dimitrymd flux Mar 21

Flux Photorealistic Portrait

Hyper-realistic portraits with natural lighting and medium format film aesthetic

[trigger:flux] Photorealistic close-up portrait of [SUBJECT DESCRIPTION], shot with natural window light creating soft Rembrandt lighting pattern, catchlight visible in eyes, shallow depth of field at f/1.8 with creamy bokeh background, skin texture and pores visible at pixel level without being unflattering, subtle color grading with lifted shadows and warm midtones, subject looking slightly off-camera creating an editorial feel, hair detail with individual strands visible, clothing texture clearly rendered, professional fashion photography quality, medium format film look with gentle grain
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dimitrymd suno Mar 21

Suno Song Structure Generator

Complete song structures with lyrics optimized for Suno AI music generation

Create a complete song structure and lyrics for a [GENRE] song about [TOPIC]. ## Song Metadata - **Title:** - **Genre/Style:** [specific subgenre] - **BPM:** [appropriate for genre] - **Key:** [suggested key] - **Duration:** ~3:30 - **Mood Tags:** [for Suno generation] ## Structure & Lyrics [Intro] (Instrumental description: instruments, energy level, 4-8 bars) [Verse 1] (4-8 lines, establish the story/theme) (Melody note: ascending/descending, rhythmic pattern) [Pre-Chorus] (2-4 lines, build tension) [Chorus] (4-6 lines, memorable hook, singable melody) (This should be the emotional peak) [Verse 2] (Develop the story, add new perspective) [Chorus] [Bridge] (Contrast section: different melody, key change optional) (Emotional turning point) [Final Chorus] (Variation: key change up, added harmonies, bigger arrangement) [Outro] (How the song ends: fade, tag, cold ending) ## Suno Prompt The optimized prompt string to paste into Suno for best results.
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dimitrymd gemini Mar 21

Gemini Research Deep Dive

Comprehensive research reports with historical context, technical analysis, and future outlook

Using your extensive knowledge and ability to process large contexts, conduct a comprehensive research analysis on [TOPIC]. ## Executive Summary (200 words) The state of the field in plain language. ## Historical Context Timeline of key developments with dates. ## Current State of the Art - Leading approaches/technologies - Key players and their contributions - Recent breakthroughs (last 12 months) ## Technical Deep Dive - How the core technology works (explain like I'm a smart engineer in a different field) - Key trade-offs and design decisions - Open problems and challenges ## Market & Industry Impact - Market size and growth trajectory - Industries being disrupted - Adoption barriers ## Future Outlook - 1-year predictions (high confidence) - 3-year predictions (moderate confidence) - 10-year speculation (informed guessing) ## Key Resources - 5 must-read papers/articles - 3 people to follow - 2 communities to join Cite specific sources where possible. Clearly distinguish facts from opinions.
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dimitrymd claude Mar 21

Security Threat Model Generator

STRIDE threat modeling with risk matrix and actionable security recommendations

Perform a threat modeling exercise for the following system using the STRIDE framework. ## System Overview - Create a data flow diagram (ASCII) showing trust boundaries - Identify all entry points and assets ## STRIDE Analysis ### Spoofing - Threats identified - Current mitigations - Gaps and recommendations ### Tampering [Same structure] ### Repudiation [Same structure] ### Information Disclosure [Same structure] ### Denial of Service [Same structure] ### Elevation of Privilege [Same structure] ## Risk Matrix | Threat | Likelihood | Impact | Risk Score | Priority | |--------|-----------|--------|------------|----------| ## Top 5 Recommendations Ranked by risk reduction per implementation effort. ## Security Testing Checklist Specific tests to validate each mitigation.
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dimitrymd dall_e Mar 21

DALL-E Product Mockup Generator

Lifestyle product mockups for marketing websites and social media

A professional product mockup showing [PRODUCT DESCRIPTION] in a lifestyle setting. The product is placed on a [SURFACE] in a [ENVIRONMENT] with soft natural lighting from a large window on the left side. Shallow depth of field with the product in sharp focus and a tastefully blurred background showing [CONTEXT ELEMENTS]. The scene conveys [MOOD/FEELING]. Color palette is [COLORS]. The composition follows the rule of thirds with the product positioned at the left intersection point. Photorealistic quality suitable for a marketing website hero image.
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dimitrymd claude Mar 21

Machine Learning Model Selection Guide

ML model selection with hyperparameters, evaluation strategy, and production considerations

You are a senior ML engineer. Given the following problem description and dataset characteristics, recommend the best approach: ## Problem Analysis - Classification vs Regression vs Clustering vs Other - Supervised vs Unsupervised vs Semi-supervised - Online vs Batch learning ## Recommended Models (ranked) ### Model 1: [Best Choice] - Why it fits this problem - Expected performance range - Hyperparameter starting points - Training time estimate - Inference latency ### Model 2: [Strong Alternative] [Same structure] ### Model 3: [Simple Baseline] [Same structure] ## Feature Engineering Suggestions - Transformations to try - Feature interactions worth exploring - Dimensionality reduction if needed ## Evaluation Strategy - Metric selection (and why) - Cross-validation approach - Train/val/test split strategy - Baseline to beat ## Production Considerations - Model size and serving requirements - Monitoring for drift - Retraining schedule Provide sklearn/PyTorch starter code.
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dimitrymd chatgpt Mar 21

Podcast Episode Outline Creator

Complete podcast episode outlines with timestamps, talking points, and show notes

Create a detailed podcast episode outline for a [DURATION]-minute episode about [TOPIC]. ## Episode Metadata - **Title:** (catchy, searchable, under 60 chars) - **Description:** (150 words for podcast directories) - **Tags:** (5-8 discovery tags) ## Cold Open (1-2 min) Hook that makes listeners stay. Use a provocative question, surprising stat, or mini-story. ## Intro (2 min) - Brief host/guest introduction - What the listener will learn - Why this topic matters now ## Segment 1: [TOPIC FOUNDATION] (8-10 min) - Key talking points (3-4) - Transition question to next segment ## Segment 2: [DEEP DIVE] (10-12 min) - Expert insights / case studies - Audience question integration points ## Segment 3: [PRACTICAL APPLICATION] (8-10 min) - Actionable takeaways - Tools/resources mentioned ## Outro (2-3 min) - 3 key takeaways recap - CTA (subscribe, review, share) - Next episode tease ## Show Notes Template Timestamps, links, guest info, sponsor reads.
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dimitrymd cursor Mar 21

React Component Refactoring Guide

Refactor React components for performance, accessibility, and maintainability

You are a React performance expert. Refactor the following React component for: 1. **Performance** - Identify unnecessary re-renders - Add React.memo where beneficial - Use useMemo/useCallback correctly (not everywhere) - Split into smaller components at render boundaries - Lazy load heavy children 2. **Maintainability** - Extract custom hooks for logic reuse - Separate concerns (data fetching, state, presentation) - Use compound component pattern if applicable - Proper TypeScript types 3. **Accessibility** - Semantic HTML elements - ARIA attributes where needed - Keyboard navigation - Focus management 4. **Testing** - Component is testable in isolation - Side effects are injectable/mockable Show before/after with explanations for each change.
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dimitrymd chatgpt Mar 21

Competitive Analysis Framework

Comprehensive competitive analysis with positioning maps and strategic recommendations

Conduct a thorough competitive analysis for [MY PRODUCT] against [COMPETITORS]. ## Market Positioning Map Create a 2x2 matrix with the two most differentiating axes for this market. ## Feature Comparison Matrix | Feature | Us | Competitor A | Competitor B | Competitor C | |---------|-----|-------------|-------------|-------------| Rate each: (full), (partial), (none) ## Pricing Analysis - Price points and tiers - Value per dollar comparison - Free tier comparison ## Strengths & Weaknesses For each competitor: - 3 strengths (what they do well) - 3 weaknesses (where they fall short) - Their likely next move ## Our Strategic Advantages - Where we win today - Where we need to catch up - Blue ocean opportunities (unserved needs) ## Recommended Strategy - Short-term (0-3 months): Quick wins - Medium-term (3-12 months): Differentiation plays - Long-term (12+ months): Moat building Base analysis on publicly available information. Flag assumptions clearly.
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dimitrymd midjourney Mar 21

Retro 80s Synthwave Album Cover

Classic 80s synthwave album covers with neon grids, chrome, and sunset aesthetics

Retro 1980s synthwave album cover art, chrome text title floating in space reading [ALBUM NAME], neon grid plane extending to the horizon in hot pink and cyan, chrome DeLorean or sports car driving toward a setting sun, the sun is a gradient from yellow at top to magenta at bottom with horizontal scan lines, palm tree silhouettes flanking the road, starfield sky with subtle nebula clouds in purple and blue, chrome and neon reflections on all surfaces, scanline CRT monitor overlay effect, overall aesthetic inspired by Kavinsky and The Midnight album art, vibrant saturated colors, retro-futuristic --ar 1:1 --v 6.1
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dimitrymd claude Mar 21

Python Data Pipeline Builder

Production-grade Python data pipelines with quality checks and monitoring

You are a data engineer. Design a robust data pipeline for the described use case. Provide: ## Pipeline Architecture - ASCII diagram of the data flow - Source → Transform → Load stages clearly labeled ## Implementation (Python) ```python # Complete, runnable pipeline code using: # - pandas for transformations # - SQLAlchemy for database connections # - Proper error handling with retries # - Logging at each stage # - Idempotent operations (safe to re-run) ``` ## Data Quality Checks - Schema validation (expected columns, types) - Null checks on required fields - Range validation for numeric fields - Uniqueness constraints - Row count reconciliation (source vs destination) ## Monitoring - Metrics to track (rows processed, duration, error rate) - Alert conditions - Dead letter queue for failed records ## Scheduling - Recommended frequency - Backfill strategy - Dependency management
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dimitrymd midjourney Mar 21

Architectural Interior Visualization

Photorealistic architectural interior visualizations for design presentations

Photorealistic interior architectural visualization of a [ROOM TYPE] in [STYLE] style, professional architectural photography with tilt-shift lens correction, natural daylight flooding through floor-to-ceiling windows, carefully curated furniture placement following the rule of thirds, material textures rendered in hyperdetail (wood grain, marble veining, fabric weave), indoor plants adding organic warmth, subtle color story with [PRIMARY COLOR] as accent against neutral base, shot from eye-level standing position at room entry point, depth of field keeping the entire room sharp, ceiling detail visible showing architectural features, warm color temperature (5500K), inspired by ArchDaily and Dezeen photography --ar 16:9 --v 6.1 --style raw
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dimitrymd chatgpt Mar 21

Email Subject Line A/B Test Generator

Generate 20 A/B testable email subject lines across 4 proven frameworks

Generate 20 email subject line variations for A/B testing. I'll give you the email purpose and audience. Create variations using these proven frameworks: **Category 1 — Curiosity Gap (5 lines)** Create information gaps that compel opens. **Category 2 — Benefit-Driven (5 lines)** Lead with the outcome the reader wants. **Category 3 — Urgency/Scarcity (5 lines)** Time pressure or limited availability. **Category 4 — Social Proof/Numbers (5 lines)** Leverage data, testimonials, or authority. For each subject line: - Character count (aim for 30-50) - Preview text suggestion (40-90 chars) - Predicted open rate impact (Higher/Average/Lower than baseline) - Best for: segment type (new leads, active users, churning, etc.) Rank the top 5 recommendations for the first test.
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dimitrymd claude Mar 21

System Design Interview Walkthrough

Step-by-step system design interview walkthrough with diagrams and trade-off analysis

You are a principal engineer conducting a system design interview. Walk me through designing [SYSTEM] step by step. ## Step 1: Requirements Clarification (2 min) - Functional requirements (what the system does) - Non-functional requirements (scale, latency, availability) - Back-of-envelope calculations (QPS, storage, bandwidth) ## Step 2: High-Level Design (5 min) - ASCII diagram of major components - API design for core operations - Data flow description ## Step 3: Deep Dive (15 min) - Database schema design with index strategy - Caching layer (what to cache, eviction policy, invalidation) - Message queues for async operations - CDN for static content ## Step 4: Scale & Reliability (5 min) - Horizontal scaling strategy - Database sharding approach - Failure scenarios and handling - Monitoring and alerting ## Step 5: Trade-offs Discussion - CAP theorem implications - Consistency vs availability choices made - Cost optimization opportunities Use real numbers. Cite industry examples. Draw ASCII diagrams.
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dimitrymd chatgpt Mar 21

Customer Interview Question Framework

Structured customer interview script for product discovery with follow-up guidance

Generate a structured customer interview script for [PRODUCT/FEATURE] discovery. ## Pre-Interview (2 min) - Rapport building questions - Permission to record - Set expectations for length and format ## Context Setting (5 min) 1. Tell me about your role and what a typical day looks like. 2. What tools do you currently use for [DOMAIN]? 3. How long have you been doing [ACTIVITY]? ## Problem Exploration (15 min) 4. Walk me through the last time you [DID THE THING]. What happened? 5. What was the hardest part about that? 6. How did you work around that challenge? 7. How often does this problem come up? 8. What does this problem cost you? (time, money, frustration) ## Solution Validation (10 min) 9. If you could wave a magic wand, what would the ideal solution look like? 10. [Show prototype/concept] What's your first reaction? 11. What would make you switch from your current approach? 12. What concerns would you have about using something like this? ## Wrap-Up (3 min) 13. Is there anything I should have asked but didn't? 14. Who else should I talk to about this? **Interviewer Notes:** - Listen for emotions, not just facts - Follow up with "Tell me more" and "Why?" - Note body language and hesitations
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dimitrymd midjourney Mar 21

Cyberpunk City Scene

Blade Runner-inspired cyberpunk cityscapes with neon-soaked atmosphere

A sprawling cyberpunk megacity at night viewed from a rain-soaked rooftop, neon holographic advertisements in Japanese and English floating between skyscrapers, dense vertical architecture with bridges and walkways connecting buildings at multiple levels, flying vehicles with red taillights streaking through fog, steam rising from street-level vents creating atmospheric depth, protagonist silhouette in foreground wearing a long coat looking out over the city, color palette dominated by electric blue, hot pink, and amber neon against dark concrete and steel, wet surfaces reflecting all light sources creating a mirror-world effect, inspired by Blade Runner 2049 and Ghost in the Shell, ultra-detailed --ar 21:9 --v 6.1 --style raw
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dimitrymd chatgpt Mar 21

Lesson Plan Generator

Structured lesson plans with Bloom's taxonomy objectives and differentiation

Create a detailed lesson plan for teaching [TOPIC] to [AUDIENCE LEVEL] students. ## Lesson Overview - **Subject:** - **Duration:** 60 minutes - **Learning Objectives:** (3 measurable objectives using Bloom's taxonomy verbs) - **Prerequisites:** ## Lesson Structure ### Warm-Up (5 min) Engaging opener that activates prior knowledge. ### Direct Instruction (15 min) Core concept explanation with: - Analogy to make it relatable - Visual diagram or model - Key vocabulary defined ### Guided Practice (15 min) Structured activity where students apply the concept with support. ### Independent Practice (15 min) Students work on their own with increasing difficulty: - Level 1: Basic application - Level 2: Analysis/comparison - Level 3: Creation/synthesis (stretch goal) ### Wrap-Up (10 min) - Exit ticket question - Common misconceptions to address - Preview of next lesson ## Assessment Rubric with 4 levels (Beginning, Developing, Proficient, Advanced) ## Differentiation - Supports for struggling learners - Extensions for advanced learners
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dimitrymd stable_diffusion Mar 21

Stable Diffusion Negative Prompt Library

Optimized negative prompt library for Stable Diffusion XL across different use cases

Generate an optimized set of negative prompts for Stable Diffusion XL organized by use case: ## Universal Negative (always include) (worst quality, low quality:1.4), (bad anatomy:1.3), (deformed:1.2), blurry, pixelated, watermark, signature, text, username, artist name, jpeg artifacts ## Portrait Photography Add to universal: (deformed iris, deformed pupils:1.3), (bad eyes:1.2), cross-eyed, asymmetric face, (extra fingers, mutated hands:1.4), long neck, bad proportions ## Landscape Photography Add to universal: (oversaturated:1.2), HDR, (lens flare:1.1), chromatic aberration, distortion ## Product Photography Add to universal: (background clutter:1.3), shadows on product, color cast, reflections on surface, tilted angle ## Anime/Illustration Add to universal: (bad anatomy:1.5), (extra limbs:1.4), poorly drawn face, mutation, ugly, (fused fingers:1.3) Include recommended CFG scale and sampling steps for each category.
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dimitrymd claude Mar 21

Regex Pattern Explainer & Builder

Build, explain, and test regex patterns with visual diagrams and edge cases

You are a regex expert. I'll describe what I want to match (or give you a regex to explain). Respond with: ## Pattern ``` the_regex_here ``` ## Explanation (token by token) - `token` — what it matches, in plain English - Groups labeled with their capture purpose ## Visual Railroad Diagram ASCII art showing the regex flow. ## Test Cases | Input | Match? | Captured Groups | |-------|--------|----------------| | ... | Yes/No | group1, group2 | ## Edge Cases to Watch - Inputs that almost match but shouldn't - Performance considerations (catastrophic backtracking?) ## Alternatives - Simpler regex if one exists - Non-regex approach if more readable Always prefer readability. Use named groups. Add inline comments with `(?#...)` syntax where helpful.
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dimitrymd midjourney Mar 21

Dreamy Watercolor Portrait

Ethereal watercolor portraits with bleeding edges and luminous highlights

Ethereal watercolor portrait of [SUBJECT], soft wet-on-wet technique with paint bleeding naturally at the edges, limited palette of [2-3 COLORS] with subtle complementary accents, white paper showing through in highlights creating luminosity, loose gestural brushstrokes in the background transitioning to more detailed rendering in the focal areas (eyes and central features), slight paint splatters and drips adding organic texture, inspired by Agnes Cecile and Carne Griffiths watercolor portraiture, emotional and evocative mood, matte paper texture visible, high-end art print quality --ar 3:4 --v 6.1 --style raw
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