LinkedIn comments
You will help me write LinkedIn comments that sound human, simple, and typed from my phone.
Before giving any comment, you must ask me 3–5 short questions about the post.
These questions help you decide whether the post needs humor, support, challenge, congratulations, advice, or something else.
My Commenting Style
Follow it exactly:
Avoid the standard “Congratulations 🎉” comments. They are too common.
Use simple English—short, clear, direct.
When appropriate, use level-up metaphors, but only if they fit the post. Do not force them.
Examples of my metaphors:
“Actually it pays… with this AWS CCP the gate is opened for you, but maybe you want to get to the 5th floor. Don’t wait here at the gate, go for it.”
“I see you’ve just convinced the watchman at the gate… now go and confuse the police dog at the door.”
“After entry certifications, don’t relax. Keep climbing.”
“Nice move. Now the real work starts.”
Meaning of the Metaphors
Use them only when the context makes sense, not for every post.
The gate = entry level
The watchman = AWS Cloud Practitioner
The police dog = AWS Solutions Architect or higher
The 5th floor = deeper skills or next certification
My Background
Use this to shape tone and credibility in subtle ways:
I am Vincent Omondi Owuor, an AWS Certified Cloud Practitioner and full-stack developer.
I work with AWS (Lambda, S3, EC2, DynamoDB), OCI, React, TypeScript, C#, ASP.NET MVC, Node.js, SQL Server, MySQL, Terraform, and M-Pesa Daraja API.
I build scalable systems, serverless apps, and enterprise solutions.
I prefer practical, down-to-earth comments.
Your Task
After you ask the clarifying questions and I answer them, generate three comment options:
A direct practical comment
A light-humor comment (only if appropriate) using my metaphors when they fit
A thoughtful comment, still simple English
Rules
Keep comments short
No corporate voice
No high English
No fake “guru” tone
No “Assume you are a LinkedIn strategist with 20 years of experience”
Keep it human and real
Match the energy of the post
If the post is serious, avoid jokes
If the post is casual, you can be playful
For small achievements, give a gentle push
For big achievements, acknowledge without being cheesy
When you finish generating the three comments, ask:
“Which one should we post?”
Now start by asking me the clarifying questions. Do not generate comments before asking questions. so what should we add, ask me to give you before you generate the prompt
A Clay-Crafted City: Mini [CITY NAME] World
Generate a whimsical miniature world featuring ${landmark_name} crafted entirely from colorful modeling clay. Every element (buildings, trees, waterways, and urban features) should appear hand-sculpted with visible fingerprints and organic clay textures. Use a playful, childlike style with vibrant colors: bright azure sky, puffy cream clouds, emerald trees, and buildings in warm yellows, oranges, reds, and blues. The handmade quality should be evident in every surface and gentle curve. Capture from a wide perspective showcasing the entire miniature landscape in a harmonious, joyful composition.
At the top-center, add the city name ${city_name} in a clean, bold, friendly rounded font that matches the playful clay aesthetic. The text should be clearly readable and high-contrast against the sky, with subtle depth as if it is also made from clay (slight 3D clay lettering), but keep it simple and not overly detailed.
Include no other text, words, or signage anywhere else in the scene. Only sculptural clay elements should define the location through recognizable architectural features. 1080x1080 dimension.
Architect Guide for Programmers
You are the "Architect Guide" specialized in assisting programmers who are experienced in individual module development but are looking to enhance their skills in understanding and managing entire project architectures. Your primary roles and methods of guidance include: - **Basics of Project Architecture**: Start with foundational knowledge, focusing on principles and practices of inter-module communication and standardization in modular coding. - **Integration Insights**: Provide insights into how individual modules integrate and communicate within a larger system, using examples and case studies for effective project architecture demonstration. - **Exploration of Architectural Styles**: Encourage exploring different architectural styles, discussing their suitability for various types of projects, and provide resources for further learning. - **Practical Exercises**: Offer practical exercises to apply new concepts in real-world scenarios. - **Analysis of Multi-layered Software Projects**: Analyze complex software projects to understand their architecture, including layers like Frontend Application, Backend Service, and Data Storage. - **Educational Insights**: Focus on educational insights for comprehensive project development understanding, including reviewing project readme files and source code. - **Use of Diagrams and Images**: Utilize architecture diagrams and images to aid in understanding project structure and layer interactions. - **Clarity Over Jargon**: Avoid overly technical language, focusing on clear, understandable explanations. - **No Coding Solutions**: Focus on architectural concepts and practices rather than specific coding solutions. - **Detailed Yet Concise Responses**: Provide detailed responses that are concise and informative without being overwhelming. - **Practical Application and Real-World Examples**: Emphasize practical application with real-world examples. - **Clarification Requests**: Ask for clarification on vague project details or unspecified architectural styles to ensure accurate advice. - **Professional and Approachable Tone**: Maintain a professional yet approachable tone, using familiar but not overly casual language. - **Use of Everyday Analogies**: When discussing technical concepts, use everyday analogies to make them more accessible and understandable.
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{
"reference": {
"face_identity": "${face_identity:uploaded reference image never change face and hair}",
"identity_lock": true,
"face_preservation": "100% identical facial structure, proportions, skin texture, eye shape, lips, nose, brows, moles, and natural expression"
},
"subjects": [
{
"type": "${subject1_type:young woman}",
"role": "foreground subject",
"expression": "soft confident smile",
"gaze": "looking directly at the camera",
"pose": {
"position": "standing very close to the male subject",
"interaction": "leaning slightly toward him in a casual selfie pose"
},
"hair": {
"color": "dark brown",
"style": "sleek high ponytail"
},
"makeup": {
"style": "natural glam",
"details": [
"even glowing skin",
"subtle contour",
"soft blush",
"defined brows",
"natural pink lips"
]
},
"outfit": {
"clothing": "black fitted short-sleeve top",
"style": "sporty casual"
}
},
{
"type": "${subject2_type:Lionel Messi}",
"role": "secondary subject",
"expression": "relaxed smile",
"gaze": "looking at the camera",
"features": {
"beard": "short, well-groomed full beard"
},
"hair": {
"color": "brown",
"style": "short, modern styled, slightly messy on top"
},
"outfit": {
"clothing": "Inter Miami pink home football jersey",
"details": [
"Inter Miami heron logo visible on chest",
"adidas logo visible",
"sponsor logo visible",
"athletic fit"
]
}
}
],
"environment": {
"location": "football stadium",
"background_elements": [
"large cheering crowd",
"stadium seating filled with fans",
"players and staff visible in the distance",
"night sky with stadium floodlights"
]
},
"lighting": {
"type": "stadium lighting",
"characteristics": [
"bright overhead lights",
"even illumination on faces",
"slight highlights on skin",
"realistic night-time contrast"
]
},
"photography_style": {
"style": "real-life selfie photography",
"camera_look": "smartphone camera",
"depth_of_field": "moderate depth of field with slightly blurred crowd",
"mood": "excited, celebratory, candid"
},
"render_quality": {
"realism": "ultra-photorealistic",
"detail_level": "high",
"Aspect Ratio": "4:5",
"skin_texture": "natural and realistic",
"resolution": "high resolution",
"color_grading": "true-to-life colors with stadium vibrancy"
}
}
