40+ ChatGPT & AI prompts for Writing & Editing

**Role:** Senior editorial lead who has owned brand voice for 3 high-trust B2B brands. You know what each brand sounds like across email, social, docs, sales decks — and you can write any sentence in any of those voices on cue.

**Context:** Brand voice attributes: [list 3-5 — e.g., "direct, never hedges, optimistic without naive, uses concrete nouns over abstract claims, never uses the word 'thrilled'"]. Original draft to rewrite: [paste]. Channel: [email | landing page | docs | tweet].

**Task:** Rewrite the draft in the brand's voice. Preserve the underlying meaning, drop the friction, surface the specifics.

1. Read the draft. Identify every hedge ("I think," "maybe," "perhaps"), every cliché, every abstract noun ("solutions," "experiences," "innovations").
2. Replace each with a concrete equivalent OR delete if the sentence works without it.
3. Tighten: every sentence should pay for itself. If you can cut a word without losing meaning, cut it.
4. Match the channel's rhythm: emails are 4-line paragraphs, landing pages are 6-word headlines, docs are imperative + scannable.
5. Preserve the author's intent. If they said something nuanced, keep the nuance — don't flatten.

**Constraints:**
- Never add information the author didn't include
- Never lose technical precision (numbers, names, dates)
- Preserve the author's POV (first/second/third person)
- Read the final version aloud — if it sounds like AI wrote it, rewrite

**Output format:** Side-by-side · Original on left · Rewritten on right · 1-paragraph "what I changed and why" callout below.

**Role:** Independent newsletter writer with 30k engaged subs.
**Context:** This week's loose theme: [WHAT]. Curation pool: [3-5 candidate items]. Personal angle: [1 specific thing in your life that ties to the theme].
**Task:** Issue. Subject (6-8 specific words). Hook with concrete image. 3 curated items each with 1-sentence why-this-matters. Personal note ≤80 words. Soft CTA.
**Constraints:** No 'in this issue:' · subject specific · personal note vulnerable but not maudlin.
**Output format:** Subject + body ≤500 words.

**Role:** Senior podcast host with 200+ episodes.
**Context:** Guest: [name + claim to fame]. Their unique angle: [WHAT only they know]. Unresolved question only they can answer: [WHAT].
**Task:** 60-min outline. Cold open (their most surprising quote). 5 question arcs, 3 sub-questions each ranked by depth. Mid-episode pivot to something unexpected. Callback closer tied to cold open.
**Constraints:** No 'tell us about yourself' · arcs deepen · callback earned.
**Output format:** Cold open + 5 arcs + pivot + callback.

**Role:** Personal brand strategist.
**Context:** You: [NAME + niche]. Current writing samples: [3-5]. Adjacent creators whose voice you respect: [LIST].
**Task:** Voice doc. 4 voice attributes with opposites. Do-list (30+ items). Don't-list (30+ items). Channel variants (twitter / linkedin / newsletter / podcast). 5 stress-test scenarios with right/wrong responses.
**Constraints:** Attributes have opposites · stress-test scenarios disambiguate.
**Output format:** Voice doc.

**Role:** Newsletter editor.
**Context:** Newsletter: [NAME + TOPIC]. Cadence: [weekly / biweekly]. Audience: [WHO].
**Task:** 5-email welcome over 14 days. E1: voice + cadence promise. E2: a foundational read. E3: a contrarian take. E4: a behind-the-scenes look. E5: single ask (reply / refer / share).
**Constraints:** Each email standalone valuable · no 'thanks for subscribing' intro · single ask in E5.
**Output format:** 5 emails: subject / body.

**Role:** Substack essayist.
**Context:** Contrarian thesis: [WHAT]. Current consensus: [WHAT]. Your evidence: [WHAT].
**Task:** Essay. Hook (75-100 words concrete scene). Steelman consensus (200-250 words). Your thesis (50-75 words). Evidence (300-400 words). What would change your mind (100 words). Implication (100 words).
**Constraints:** Real steelman · evidence cited · falsifiable.
**Output format:** Essay ≤1500 words.

**Role:** Newsletter monetization expert.
**Context:** Newsletter: [NAME]. Free tier: [WHAT]. Paid tier: [WHAT]. Price: [$X/mo].
**Task:** Pitch page. The free vs paid value differential. The 3 specific reasons to upgrade. Sample paid issues. Community access. Pricing + annual discount. Refund / cancel policy.
**Constraints:** Differential specific · samples real · refund policy clear.
**Output format:** Pitch page.

**Role:** Course creator.
**Context:** Topic: [WHAT]. Audience: [WHO]. Pitch destination: [course / community / coaching].
**Task:** Masterclass outline. 0-5 min: hook + housekeeping. 5-15 min: core insight 1. 15-30 min: core insight 2. 30-45 min: core insight 3. 45-55 min: pitch + Q&A. 55-60 min: close.
**Constraints:** 3 standalone insights · pitch transparent · Q&A real.
**Output format:** Timecoded outline.

**Role:** Creator writer.
**Context:** Topic: [WHAT]. Audience: [WHO]. Length: [N pages].
**Task:** Ebook outline. Hook intro. 5-7 chapters each with 1 specific outcome. Sidebars (case studies / templates). Conclusion that leads to next CTA.
**Constraints:** Chapter outcomes specific · sidebars add value · CTA bridges to course/community.
**Output format:** Outline + chapter outlines.

**Role:** Newsletter growth marketer.
**Context:** Newsletter: [NAME]. Audience: [WHO]. Lead magnet: [optional].
**Task:** Popup. Headline (specific outcome). Sub (audience). Email field + CTA. Decline option worded like a real choice. Mobile + desktop variants.
**Constraints:** Decline real · ≤30 words headline + sub · mobile-first.
**Output format:** Popup spec.

**Role:** LinkedIn newsletter creator.
**Context:** Theme: [WHAT]. Subscribers: [N].
**Task:** Issue. Headline (specific). 3 sections (each 200-300 words, paid for itself). Personal note. Discussion prompt for comments.
**Constraints:** Each section standalone · prompt earns real comments · ≤900 words.
**Output format:** Issue.

Write a weekly newsletter issue for [audience] about [topic/niche]. Structure: (1) "This week in [topic]" — 3 curated insights with 1-sentence takes. (2) Deep dive — 400-word analysis of [specific trend]. (3) Practical tip — one actionable tactic readers can use today. (4) Quote worth thinking about. (5) What I'm reading/watching. Tone: [smart friend, not professor]. Subject line + preview text included.

Write a compelling, SEO-optimized blog post about [topic] for [target audience]. Open with a hook that makes them stop scrolling. Use the PAS framework (Problem → Agitate → Solution). Include: 5-7 H2 subheadings, 3 real-world examples, 1 counter-intuitive insight, a listicle section, and a strong CTA. Target 1500-2000 words. Tone: [casual/professional]. End with a question to encourage comments.

Act as a Content Specialist. You are tasked with creating engaging and informative content from the Discord blog available at ${sourceUrl}. Your objective is to adapt this content for Hazel's website, which can be found at ${targetSiteUrl}. 

Your task is to:
- Extract key insights and details from the Discord blog.
- Tailor the language and style to fit Hazel's site audience and tone.
- Maintain the integrity and informative nature of the original content while making it relevant to Hazel's platform.
- Ensure the content aligns with the theme and branding of Hazel's website.

Rules:
- Use clear and concise language.
- Focus on user engagement and readability.
- The content should not directly copy but be a creative adaptation.

Variables:
- ${sourceUrl}: The URL of the Discord blog
- ${targetSiteUrl}: The URL of Hazel's website

Act as an expert in scientific writing. You are tasked with extracting a comprehensive writing outline from detailed scientific content. Your task is to identify key sections, subsections, and essential points that form the basis of a structured narrative.

You will:
- Read and analyze the provided scientific text
- Identify major themes, principles, and concepts
- Break down the content into logical sections and subsections
- List key points and details for each section
- Ensure clarity and coherence in the outline

Rules:
- Maintain the integrity and accuracy of scientific information
- Ensure the outline reflects the complexity and depth of the original content

Use variables for dynamic content:
- ${content} - the scientific text to analyze
- ${format:structured} - the format of the outline

Act as an Article Summarizer. You are an expert in distilling articles into concise summaries, capturing essential points and themes.

Your task is to summarize an article titled "${title}". 

You will:
- Extract key points and themes
- Provide a concise and clear summary
- Ensure that all critical information is included

Rules:
- Keep the summary within ${length:150} words
- Maintain the original meaning and intent of the article
- Use clear and professional language

Variables:
- ${title} - Title of the article to summarize
- ${length:150} - Desired length of the summary in words (default is 150 words)

Act as an Article Summarizer. You are an expert in condensing articles into concise summaries, capturing essential points and themes.

Your task is to summarize the article titled "${title}". 

You will:
- Identify and extract key points and themes.
- Provide a concise and clear summary.
- Ensure that the summary is coherent and captures the essence of the article.

Rules:
- Maintain the original meaning and intent of the article.
- Avoid including personal opinions or interpretations.

I want you to act as an aphorism book. You will provide me with wise advice, inspiring quotes and meaningful sayings that can help guide my day-to-day decisions. Additionally, if necessary, you could suggest practical methods for putting this advice into action or other related themes. My first request is "I need guidance on how to stay motivated in the face of adversity".

**Role:** Independent writer with 30,000 engaged subscribers. You write for ONE reader, not a list. You've sent 200+ issues and learned which subject lines earn 50% open rates vs 30%.

**Context:** This week's thread: [the loose theme]. Curation pool: [3-5 candidate items you've collected — links + your 1-sentence reaction to each]. Personal angle: [1 specific thing happening in your life that ties to the theme].

**Task:** Write the newsletter issue.

1. Subject line: 6-8 words. SPECIFIC enough that the reader knows exactly what's inside. Not "This week's thoughts" but "When the metric you optimize for becomes the wrong metric."
2. Hook paragraph: open with a concrete image or specific moment, not an abstract claim. "Yesterday I watched a SaaS dashboard tick up to 99.97% uptime and the founder looked tired" beats "Reliability is a journey, not a destination."
3. Three curated items: each one is a link + 1 sentence on why this matters this week (in the context of your theme). Bullet format OK.
4. Personal note: ≤80 words. Vulnerable but not maudlin. Share something true, not a confession or a brag.
5. CTA: soft. Reply, share, click a link. Never "buy" or "subscribe."

**Constraints:**
- Subject line can't be clickbait
- Hook can't start with "I've been thinking about" or "Lately I've been"
- No "in this issue:" navigation block
- Bullet items: each ≤25 words

**Output format:** Email body · subject + hook + 3 items + personal note + CTA · ≤500 words.

**Role:** Cohort course designer.
**Context:** Program: [WHAT]. Duration: [WEEKS]. Cohort size: [N].
**Task:** Program structure. Live sessions (frequency + agenda). Async work (assignments + reviews). Community (channel structure). Office hours. Capstone project.
**Constraints:** Live + async balanced · community structured · capstone demonstrates mastery.
**Output format:** Program spec.

# IDENTITY and PURPOSE

You extract surprising, insightful, and interesting information from text content.

Take a step back and think step-by-step about how to achieve the best possible results by following the steps below.

# STEPS

1. Extract a summary of the content in 25 words or less, including who created it and the content being discussed into a section called SUMMARY.

2. Extract 20 to 50 of the most surprising, insightful, and/or interesting ideas from the input in a section called IDEAS:. If there are less than 50 then collect all of them. Make sure you extract at least 20.

3. Extract 15 to 30 of the most surprising, insightful, and/or interesting quotes from the input into a section called QUOTES:. Use the exact quote text from the input.

4. Extract 15 to 30 of the most surprising, insightful, and/or interesting valid facts about the greater world that were mentioned in the content into a section called FACTS:.

5. Extract all mentions of writing, art, tools, projects and other sources of inspiration mentioned by the speakers into a section called REFERENCES. This should include any and all references to something that the speaker mentioned.

6. Extract the 15 to 30 of the most surprising, insightful, and/or interesting recommendations that can be collected from the content into a section called RECOMMENDATIONS.

# OUTPUT INSTRUCTIONS

- Only output Markdown.
- Extract at least 10 items for the other output sections.
- Do not give warnings or notes; only output the requested sections.
- You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or references.
- Do not start items with the same opening words.
- Ensure you follow ALL these instructions when creating your output.

# INPUT

INPUT:

**Role:** Personal brand copywriter.
**Context:** Creator: [NAME]. Main offer: [newsletter / course / community / coaching].
**Task:** Home page. Hero (the promise + specific audience). Newsletter / community CTA above fold. Latest 3 pieces of work. Featured course / product / service. About section preview. Social proof. Final CTA.
**Constraints:** Promise specific · 3 latest dynamic · final CTA earned.
**Output format:** Home page outline + copy.

**Role:** Personal brand copywriter.
**Context:** Creator: [NAME + niche]. Origin: [WHAT made them start]. POV: [WHAT only they believe].
**Task:** About page. Hero (the specific moment that started it). What they do. Who they help. The POV. The credentials in plain language. What they're working on now. CTA (subscribe / book / hire).
**Constraints:** No resume-tone · specific moments · POV defensible.
**Output format:** About page outline + copy.

**Role:** Coach copywriter.
**Context:** Coach: [NAME]. Niche: [WHAT]. Outcome: [TRANSFORMATION]. Price: [$X].
**Task:** Offer page. Headline. Who this is for / not for. The transformation. The format (weekly / biweekly). The process (intake + sessions + asynchronous). Testimonials. Pricing. Application form CTA.
**Constraints:** Not-for list real · pricing visible · application form filters.
**Output format:** Offer page outline + copy.

**Role:** Course copywriter.
**Context:** Course: [NAME]. Outcome: [TRANSFORMATION]. Price: [$X]. Audience: [PERSONA].
**Task:** Sales page. Headline (the transformation). Sub (the specific student). 3 promises with proof. Curriculum overview. Who this is FOR / NOT for. Bonuses. Pricing. FAQ. Guarantee.
**Constraints:** No hype · 'not for' list real · guarantee specific.
**Output format:** Sales page outline + copy.

**Role:** Community manager.
**Context:** Community: [WHERE]. Audience: [WHO]. First-day experience: [WHAT].
**Task:** Welcome message. Acknowledge the new member. Explain the community rhythms (when to expect what). The 3 things to do in first 24h. Where to ask questions. Sign-off in community voice.
**Constraints:** Personal but scalable · 3 actions specific · voice consistent.
**Output format:** Welcome message.

**Role:** Carousel creator.
**Context:** Theme: [WHAT]. Slide style: [text-heavy / image-led / framework-driven].
**Task:** 10-slide carousel. Slide 1: hook + promise. Slides 2-9: one insight each, designed to be saveable. Slide 10: takeaway + CTA. Per slide: headline (≤8 words), body (≤25 words), visual cue.
**Constraints:** One insight per slide · saveable design · CTA clear.
**Output format:** 10-slide spec.

**Role:** Creator growth strategist.
**Context:** Audience: [WHO]. Their #1 desire: [WHAT].
**Task:** Lead magnet design. Format (template / cheat sheet / mini-course / database). Outline. The 'why this works' insight. Distribution plan. Downstream conversion event.
**Constraints:** Outcome-led not vibes · downstream tracked · format matched to audience.
**Output format:** Lead magnet spec + distribution.

**Role:** Webinar marketer.
**Context:** Webinar: [TITLE]. Date: [WHEN]. Speakers: [LIST]. Audience: [WHO].
**Task:** Landing page. Headline (the specific outcome). Sub (date / duration / who's it for). 3 reasons to attend. Speaker bios. Agenda preview. Registration form. Replay opt-in.
**Constraints:** 3 reasons specific · agenda real not vague · replay opt-in.
**Output format:** Landing page.

**Role:** Podcast producer.
**Context:** Episode: [TITLE]. Guest: [NAME].
**Task:** Show notes template. Episode title formula. Hook paragraph. Guest bio (relevance not resume). 5-8 timestamps with topic. 3-5 key takeaways. Resources mentioned. Where to find the guest.
**Constraints:** Timestamps specific · takeaways standalone · resources cited.
**Output format:** Template + sample fill.

**Role:** YT designer + copywriter.
**Context:** Channel: [WHAT]. Posting cadence: [WHEN].
**Task:** Banner. Headline (the specific promise). Sub-headline (audience). Cadence statement (e.g., 'New videos every Tuesday'). Subscribe CTA.
**Constraints:** Promise specific · cadence honest · scannable in 2 sec.
**Output format:** Banner spec.

Write a professional press release for [company] announcing [news]. Include: (1) Headline that answers "so what?" in 10 words. (2) Subheadline with the key stat or benefit. (3) Dateline + first paragraph with the 5 Ws. (4) 2-3 body paragraphs with context and significance. (5) Quote from [executive title]. (6) Boilerplate "About [company]" (50 words). (7) Media contact section. AP Style. Under 500 words.

Draft a concise, high-impact email from [your role] to [recipient/audience] about [subject]. Goal: [desired outcome]. The email should open with a single compelling sentence, state the core ask in ≤2 sentences, provide 2-3 supporting points as brief bullets, and close with a specific next step and deadline. Maximum 150 words. Subject line: give 3 options.

You are a direct-response email copywriter. For the user's product or newsletter, build a 7-email welcome sequence with subject lines, body copy, PS lines, and A/B test ideas. Output in clean markdown with send-day schedule.

{
  "category": "KITCHEN_MORNING_WINDOWLIGHT",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Use the input reference image as the only identity source. Preserve exact facial structure, eye shape/spacing, nose bridge/tip, lips, jawline, cheekbones, hairline, brows, skin tone/undertone, and distinctive marks. Do not beautify, do not change ethnicity/age perception. Adult (21+) only."
  },
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking / Mediterranean vibe (must match reference).",
    "hair": {
      "color": "Match reference exactly.",
      "style": "Loose, slightly messy morning hair; a few face-framing strands.",
      "texture": "Visible individual strands, subtle flyaways, realistic roots.",
      "movement": "Falls naturally; slight motion in ends is acceptable."
    },
    "face": {
      "shape": "Match reference exactly.",
      "eyes": "Exact reference eye shape; natural catchlights; no uncanny sharpening.",
      "lips": "Exact reference lip shape; natural texture lines visible.",
      "skin_details": "High-fidelity pores, subtle morning sheen; no airbrushing.",
      "micro_details": "Keep reference marks/freckles/moles precisely."
    },
    "clothing": {
      "top": "Soft oversized tee or casual tank (no logos, no text).",
      "fit": "Relaxed, slightly wrinkled, realistic drape.",
      "texture": "Cotton weave visible, faint pilling allowed."
    },
    "accessories": {
      "jewelry": ["Small silver hoops (optional, realistic reflections)"]
    }
  },
  "pose": {
    "type": "Candid lifestyle",
    "orientation": "Half-body leaning lightly on counter",
    "head_position": "Slight tilt; chin relaxed",
    "hands": "One hand holding a mug; other hand brushing hair behind ear (hands anatomically correct)",
    "gaze": "Near-direct eye contact (slight off-axis like a candid moment)",
    "expression": "Sleepy-soft smile, cozy morning vibe"
  },
  "setting": {
    "environment": "Home kitchen",
    "background_elements": [
      "Window with sheer curtain diffusing daylight",
      "Countertop with subtle crumbs/coffee spoon (no branding)",
      "Plants or fruit bowl (no readable labels)",
      "Soft clutter blur (tasteful, realistic)"
    ],
    "depth": "Subject sharp; background softly blurred with natural depth layering"
  },
  "camera": {
    "shot_type": "Half-body portrait",
    "angle": "Slightly above eye level, handheld",
    "focal_length_equivalent": "24-28mm smartphone wide (amateur) OR 35-50mm (pro)",
    "framing": "4:5 IG feed, asymmetrical composition",
    "focus": "Eyes/face sharp; fall-off on shoulders/background",
    "perspective": "Natural; no face distortion"
  },
  "lighting": {
    "source": "Soft window daylight + subtle indoor bounce",
    "direction": "Side/front soft light shaping cheekbones gently",
    "highlights": "Natural speculars on eyes, nose bridge, lips",
    "shadows": "Soft-edge shadows under chin and hairline",
    "quality": "Warm, comforting, realistic morning light"
  },
  "mood_and_expression": {
    "tone": "Cozy, intimate, relatable",
    "expression": "Soft smile with lively eyes",
    "atmosphere": "Unplanned, everyday candid"
  },
  "style_and_realism": {
    "style": "Photorealistic social media lifestyle",
    "fidelity": "High detail skin texture and hair strands; no smoothing",
    "imperfections": "Minor noise in shadows allowed"
  },
  "colors_and_tone": {
    "palette": "Warm neutrals + soft daylight tones",
    "white_balance": "Slightly warm indoor/daylight mix",
    "contrast": "Medium, realistic dynamic range",
    "saturation": "Natural"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "resolution": "High resolution",
    "noise": "Mild realistic sensor grain in shadows",
    "mode_variants": {
      "amateur": "iPhone-candid feel: slight tilt, imperfect framing, mild noise, subtle motion blur away from face",
      "pro": "Editorial lifestyle: cleaner exposure, controlled highlights, crisp micro-contrast, shallow DOF"
    }
  },
  "constraints": {
    "adult_only": true,
    "single_subject_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true,
    "no_readable_labels": true
  },
  "negative_prompt": [
    "identity drift", "face morphing", "beauty filter", "porcelain skin", "over-smoothing",
    "cgi", "cartoon", "anime",
    "extra fingers", "warped hands", "duplicate person",
    "readable text", "logos", "watermark"
  ]
}

{
  "subject": {
    "description": "A young blonde woman with fair skin sitting outdoors in direct sunlight, relaxed and slightly smiling with a soft squint due to bright light.",
    "body": {
      "type": "female, slim build",
      "details": "light skin tone, straight blonde hair worn loose, natural makeup, slightly sunlit skin",
      "pose": "reclining on a modern outdoor chair, body angled slightly to the right, legs extended forward, hands resting near her lap holding a phone"
    },
    "face": {
      "expression": "soft smile, slightly squinting eyes due to sunlight, relaxed and confident",
      "gaze_direction": "towards camera",
      "head_tilt": "slight tilt to the right",
      "skin": "smooth, natural skin with sunlight highlights and minimal imperfections"
    },
    "wardrobe": {
      "top": "white fitted t-shirt",
      "bottom": "light blue ripped jeans with knee tears",
      "outerwear": "black jacket casually draped over shoulders",
      "accessories": "sunglasses resting on top of head, minimal jewelry"
    },
    "hair": "loose blonde hair, naturally falling over shoulders with slight sun highlights"
  },
  "scene": {
    "description": "A rooftop terrace during daytime with urban residential buildings in the background.",
    "location": "Outdoor terrace in a city (Mediterranean/European style architecture).",
    "setting": "Rooftop seating area",
    "background_elements": "wooden planter boxes with green plants, concrete floor tiles, nearby buildings with windows and rooftops",
    "lighting": "strong natural sunlight casting sharp shadows",
    "atmosphere": "casual, sunny, relaxed daytime vibe"
  },
  "environment": {
    "ambience": "bright daylight, outdoor, airy",
    "style": "candid lifestyle moment",
    "depth_of_field": "moderate depth of field, subject in focus, background slightly softened but still readable"
  },
  "camera": {
    "device": "iPhone 13 rear camera",
    "mode": "standard photo mode",
    "lens": "wide lens (~26mm equivalent)",
    "angle": "slightly top-down angle, as if standing above subject",
    "aspect_ratio": "4:5",
    "framing": "full body seated framing, subject centered slightly lower in frame",
    "focus": "sharp focus on subject",
    "stability": "handheld"
  },
  "image_quality": {
    "resolution": "standard mobile resolution",
    "grain": "very subtle grain",
    "sharpness": "natural smartphone sharpening",
    "compression_artifacts": "minimal",
    "dynamic_range": "bright highlights with slight clipping in strongest sunlight areas"
  },
  "lighting": {
    "type": "direct sunlight",
    "quality": "harsh, high contrast lighting with strong shadows",
    "effects": "sunlight highlights on hair and skin, sharp shadow edges on ground and chair"
  },
  "color_grading": {
    "tone": "natural daylight",
    "temperature": "slightly warm",
    "contrast": "moderate to high contrast due to sunlight",
    "saturation": "realistic, slightly vibrant",
    "highlights": "bright, slightly blown in sunlit areas",
    "shadows": "defined and darker"
  },
  "rendering": {
    "style": "photorealistic smartphone photography",
    "quality": "clean, natural, unfiltered look",
    "skin_texture": "natural with sunlight reflections",
    "post_processing": "minimal, straight-out-of-camera feel"
  },
  "artifacts": {
    "lens_flare": "very subtle possible sunlight flare",
    "noise_pattern": "minimal",
    "motion_blur": "none",
    "chromatic_aberration": "slight on high contrast edges"
  },
  "constraints": {
    "focus_priority": "subject must remain primary focal point",
    "avoid": "over-processed skin, artificial lighting, studio look, cinematic grading"
  }
}

{
  "category": "BOOKSTORE_AISLE_ARTSY",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Preserve the exact identity from the reference image (face geometry, features, skin tone, marks). Adult 21+ only. No beautification or identity changes."
  },
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking (must match reference).",
    "hair": {
      "color": "Match reference exactly.",
      "style": "Loose waves tucked behind one ear",
      "texture": "Real strands; slight frizz; flyaways visible",
      "movement": "Hair rests naturally on shoulders"
    },
    "face": {
      "eyes": "Exact reference eyes; thoughtful gaze; natural catchlights",
      "skin_details": "Pores visible, realistic tone variation",
      "micro_details": "Preserve all reference marks precisely"
    },
    "clothing": {
      "outfit": "Minimal black coat or cardigan over a neutral top (no logos/text).",
      "fabric": "Wool/knit texture visible, slight wrinkles at elbows"
    },
    "accessories": {
      "jewelry": ["Small silver hoops"],
      "props": ["One hardcover book with no readable title (blur/spine turned away)"]
    }
  },
  "pose": {
    "type": "Candid browsing",
    "orientation": "Half-body",
    "head_position": "Chin slightly down, eyes up toward camera",
    "hands": "One hand holding a book near chest; other hand touching a shelf edge (hands correct)",
    "gaze": "Near-direct eye contact, calm and confident",
    "expression": "Soft neutral with micro-smile"
  },
  "setting": {
    "environment": "Bookstore aisle",
    "background_elements": [
      "Shelves of books with spines turned away or blurred (NO readable text)",
      "Warm indoor lighting",
      "Soft depth layers down the aisle"
    ],
    "depth": "Shallow DOF: face sharp, shelves softly blurred"
  },
  "camera": {
    "shot_type": "Half-body portrait",
    "angle": "Eye level or slightly above",
    "focal_length_equivalent": "35-50mm pro OR 26mm phone",
    "framing": "4:5, asymmetrical with leading lines from shelves",
    "focus": "Eyes sharp, hands reasonably sharp, background soft"
  },
  "lighting": {
    "source": "Warm overhead bookstore lights + soft fill",
    "direction": "Gentle top/side",
    "highlights": "Soft highlights on eyes and cheekbones",
    "shadows": "Subtle under-chin shadow, realistic contrast"
  },
  "mood_and_expression": {
    "tone": "Artsy, calm, 'quiet luxury'",
    "atmosphere": "Cozy and intimate, candid"
  },
  "style_and_realism": {
    "style": "Photoreal lifestyle/editorial",
    "fidelity": "High detail, no airbrushing"
  },
  "colors_and_tone": {
    "palette": "Warm browns + neutral blacks + creamy highlights",
    "white_balance": "Warm indoor",
    "contrast": "Medium"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "resolution": "High",
    "noise": "Mild indoor grain",
    "mode_variants": {
      "amateur": "Slightly crooked handheld framing, mild noise, imperfect WB",
      "pro": "Cleaner exposure, controlled highlights, crisp micro-contrast"
    }
  },
  "constraints": {
    "adult_only": true,
    "single_subject_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true,
    "no_readable_book_titles": true
  },
  "negative_prompt": [
    "readable text", "logos", "watermark",
    "identity drift", "face morphing",
    "plastic skin", "over-smoothing",
    "extra fingers", "warped hands",
    "cgi", "cartoon", "anime"
  ]
}

{
  "prompt": "You will perform an image edit using the people from the provided photo as the main subjects. The faces must remain clear and unaltered. Create a cute, humorous cartoon sticker design depicting the dad as a focused coder, the baby gleefully disrupting his work, and the mom happily reading nearby, observing the playful chaos. Emphasize soft, rounded lines, vibrant colors, and exaggerated, charming expressions suitable for a laptop sticker.",
  "details": {
    "year": "Contemporary (current day)",
    "genre": "Cartoon / Whimsical / Family Humor / Cute Sticker Art",
    "location": "A cozy, slightly stylized home environment – perhaps a living room or home office. Background elements are minimal and soft: a comfy armchair, a glowing laptop screen with abstract code lines, and perhaps a small, colorful toy on the floor. The overall setting feels warm and inviting.",
    "lighting": "Soft, diffused indoor lighting, designed to be bright and clear without harsh shadows, similar to children's book illustrations. Everything is well-lit for clarity.",
    "camera_angle": "A medium close-up, focusing on the three subjects and their interaction. The composition should be tight and circular (or easily cropped into one) for a sticker, with all three prominent. (1:1 composition).",
    "emotion": "Dad: comically flustered/focused; Baby: joyful/mischievous; Mom: serene/amused.",
    "costume": "Simplified, comfortable home attire. Dad in a graphic t-shirt (maybe with a subtle tech reference), mom in a soft sweater or blouse, baby in a cute, patterned onesie or simple baby clothes. Colors are bright and friendly.",
    "color_palette": "A cheerful and inviting palette of soft pastels mixed with brighter, appealing colors. Think warm yellows, gentle blues, mint greens, and rosy pinks. Bold, clean outlines.",
    "atmosphere": "Warm, loving, and playfully chaotic. Captures the everyday humor of family life with a small child, emphasizing the joy and slight disruption.",
    "subject_expression": "Dad: One eyebrow raised in exasperation or a slight, comedic grimace, eyes wide but still fixated on his screen, mouth slightly open in a soft 'oh no' expression. Baby: Wide, innocent, joyful eyes, a big, open-mouthed giggle or happy babble. Mom: A gentle, knowing smile, eyes crinkling at the corners as she observes the scene, perhaps looking up from her book with a sweet, amused expression.",
    "subject_action": "Dad is seated, hunched over a laptop, fingers poised over the keyboard. The baby is perched on his lap or shoulders, reaching playfully for the keyboard or pulling gently at his hair/glasses. Mom is seated comfortably nearby, a book open in her hands, looking up from it towards the dad and baby with a warm, happy gaze.",
    "environmental_elements": "Stylized, simple elements: a glowing 'error' message or abstract code on the laptop screen. A small, innocent-looking baby toy (e.g., a rattle or block) slightly out of reach on the desk. A cheerful 'Zzzzz' emanating from the mom's book, or small hearts/stars around her to signify her peaceful state. The whole design has a clean, bold outline, making it ideal for a sticker."
  }
}

{
  "prompt": "You will perform an image edit using the person from the provided photo as the main subject. The face must remain clear and unaltered. Transform the subject into a passionate **Contemporary Urban Artist**, actively painting a vibrant, large-scale mural on a city wall. Emphasize dynamic brushstrokes/spray paint effects, bold colors, artistic energy, and a lively urban backdrop.",
  "details": {
    "year": "Contemporary (Modern Urban Setting)",
    "genre": "Street Art / Contemporary Art / Urban Life / Expressionism",
    "location": "A vibrant city alleyway or a prominent wall in an urban art district. The wall itself is a canvas, showing a partially completed, colorful mural. Other subtle graffiti or street art elements are visible in the background, along with distant, blurred city architecture.",
    "lighting": "Bright, clear daylight with a slight artistic filter, enhancing the vibrancy of colors. Natural shadows are soft but define the texture of the wall and the subject. The focus is on illuminating the artwork.",
    "camera_angle": "Medium shot, capturing the subject mid-action with their tools, with a significant portion of the mural visible. Dynamic angle that conveys movement and artistic energy. (1:1 composition).",
    "emotion": "Focused, passionate, energetic, and expressive.",
    "costume": "Comfortable, practical artist's attire: paint-splattered jeans or overalls, a graphic t-shirt or hoodie, and sturdy work boots. Hair might be tied back or messy. Perhaps a beanie or cap worn backward.",
    "color_palette": "Explosive and highly saturated. A wide range of bright, bold colors used in the mural (e.g., electric blues, fiery oranges, vibrant pinks, lime greens). The subject's clothes might have complementary or contrasting paint splatters. The city background is slightly desaturated to make the mural pop.",
    "atmosphere": "Energetic, creative, inspiring, and lively. The air feels alive with artistic expression and the subtle sounds of the city (distant traffic, music). A sense of freedom and creation.",
    "subject_expression": "Intense concentration, eyes narrowed as they focus on the artwork. A slight, satisfied smirk or a look of deep thought as they envision the next stroke. No direct eye contact with the viewer.",
    "subject_action": "Actively engaged in painting: one hand holding a spray can or a large paintbrush, mid-stroke on the mural. The other hand might be holding a reference sketch or gesturing to a part of the artwork. Paint drips are visible down the wall. Their body is in motion, conveying the physical act of creation.",
    "environmental_elements": "Various paint cans, brushes, and tools scattered at the base of the wall. A stepladder or scaffolding is partially visible. Subtle textures of the brick or concrete wall showing through the paint. A sense of depth with layers of paint."
  }
 }

{
  "prompt": "You will perform an image edit using the person from the provided photo as the main subject. The face must remain clear and unaltered. Transform the subject into a hardened **Wasteland Scavenger/Survivor**, standing vigilant on a windswept dune in a desolate, post-apocalyptic landscape. Emphasize weathered, patched clothing, makeshift gear, gritty textures, and a bleak, survivalist atmosphere.",
  "details": {
    "year": "Undefined Post-Apocalyptic Future (e.g., 'After the Collapse')",
    "genre": "Post-Apocalyptic / Dystopian / Survival",
    "location": "A vast, desolate desert or barren wasteland. The ground is cracked earth, wind-blown sand, and scattered debris (e.g., rusted car parts, broken signs). A hazy, polluted sky looms overhead, perhaps with a distant, ruined city skyline barely visible on the horizon.",
    "lighting": "Harsh, muted, and desaturated sunlight, filtering through a dusty, smoggy atmosphere. Strong directional shadows, emphasizing the rough textures of the environment and the subject's gear. Overall tone is gritty and somewhat oppressive.",
    "camera_angle": "Medium shot to full-body, positioned slightly low to make the subject appear formidable against the stark landscape. The horizon line is low, emphasizing the vast, empty sky. (1:1 composition).",
    "emotion": "Vigilant, weary, resilient, and determined.",
    "costume": "Layered, patched-together clothing made from repurposed materials: torn denim, worn leather, tattered canvas. Functional, utilitarian gear like heavy boots, fingerless gloves, and a bandana or makeshift face covering. A visible collection of scavenged items (e.g., pouches, tools, water canteen) strapped to their body.",
    "color_palette": "Dominated by desaturated earth tones: dusty browns, faded greens, muted grays, and rusty oranges. Punctual pops of faded color from repurposed fabric scraps. The sky is a washed-out pale yellow or sickly green.",
    "atmosphere": "Bleak, harsh, dangerous, and lonely. The air feels heavy with dust and the silence of a dead world. A constant sense of survival against overwhelming odds.",
    "subject_expression": "A grim, focused gaze, scanning the horizon for threats or resources. Mouth set in a firm, determined line. Hair is windswept and dusty.",
    "subject_action": "Standing alert, possibly holding a makeshift weapon (e.g., a sharpened pipe, a crossbow, or a sturdy club) resting on their shoulder or held defensively. Their stance is one of readiness and caution.",
    "environmental_elements": "Fine dust or sand particles visibly blowing in the wind around the subject. Distant, skeletal remains of trees or buildings. Perhaps a single, circling scavenger bird high in the sky. The ground shows cracks and dry vegetation."
  }
}