GPT-6 Astra and Images 2.5 · 50 Use Cases with Prompts

JQ VISIONS practical prompt inspired by @cdngdev's case. The creator did not publish the prompt. Run in simulation first and require approval before moving hardware.

He works as a robotics engineer and technical artist. I want to reproduce [reference image] with a robotic arm, a brush and a fixed camera. First calibrate camera, screen, scale and safe zone. It converts the image into a sequence of testable strokes, simulates each movement, estimates collisions and shows a preview. After each layer, it compares the photo with the reference and proposes corrections. Never move the robot without my explicit approval. Save images, coordinates, errors and changes in a reproducible report.

JQ VISIONS practical prompt inspired by the case of @_wenlixiao. The creator did not publish the prompt.

Review this authorized video of a person performing [task]. It divides the action into observable states, contacts, trajectory, estimated force and success criteria. It maps each step to my robot's capabilities and flags impossible or ambiguous movements. First build a policy in simulation, test position and lighting variations and show success rate. Ask for approval before any physical test and interrupt when faced with people, obstacles or low confidence.

JQ VISIONS practical prompt inspired by the case of @thermalpastor. The creator did not publish the prompt.

Creates in a physical simulation two robotic arms that pass a ball between each other in continuous juggling. Models gravity, mass, elasticity, latency, joint limits, and collisions. Develop the controller in stages: single launch, single reception, switching and full cycle. Run the simulation at real speed, measure drops, accuracy and energy and produce a 1x replay. No real hardware controls.

JQ VISIONS practical prompt inspired by the case of @earthtojake. The creator did not publish the prompt.

Conceptually designs a five-finger robotic hand powered by tendons for light and safe manipulation. It starts with requirements, range of motion, loads, materials and limits. Creates a parametric model with joints, tendon routes, actuators, and maintenance points. Simulates cable flexion, extension and failure. CAD delivery, list of materials, tolerances, risks and bench test plan. Maintains design without medical or hazardous force applications.

JQ VISIONS practical prompt inspired by @MecAgent case. The creator did not publish the prompt.

Use SolidWorks to create a parametric part from this drawing and requirements: [attach]. Before editing, list dimensions, tolerances, material, interfaces, and gaps. Build fully constrained sketches, named features and easy-to-change parameters. Performs interference, mass and manufacturability checks. Generates technical drawing and exports STEP only after I approve the preview and validation report.

JQ VISIONS practical prompt inspired by the case of @Peter05704721. The creator did not publish the prompt. The scope is simulation and a low-risk civil prototype.

Plan a small educational drone for indoor testing, inside a protective net and under supervision. Defines weight, range, sensors, visual control, geofence, speed limit, emergency stop and loss of signal. First validate everything in simulation, including obstacles and failures. Produces BOM, diagram, control software and checklist. Do not arm, do not use facial recognition, and never authorize physical flight without human review and local compliance.

Prompt published by @theartificialintelligence and reproduced in the AI Samson companion.

Turn this camera into a game console, write the game, make the physical buttons work, if it has a screen it owes me entertainment.

JQ VISIONS practical prompt inspired by @LinusEkenstam's case. The creator did not publish the prompt.

Here is a photo of my bookshelf. Identify the books whose spines you can read and mark the confidence of each reading. Confirm with me ambiguous titles. Then it creates a single HTML file with a rotating 3D shelf, search by title and author, and clickable spines. Each click should open the corresponding page on Goodreads. Don't make up books and keep a list of unidentified items.

JQ VISIONS practical prompt inspired by @LinusEkenstam's case. The creator did not publish the prompt.

Use these five photographs, three panoramas and [a known measurement] to reconstruct the room in Blender to scale. Resolves cameras and perspective, creates walls, doors, windows and main furniture and identifies areas without coverage. Don't invent important details: use labeled placeholders. Delivers the .blend file, dimension table, confidence map and a ten-second turntable for validation.

JQ VISIONS practical prompt inspired by the case of @axultan. The creator did not publish the prompt. Use your own footage and characters, licensed or in the public domain.

Reconstructs this authorized clip as an editable Blender scene. Estimates camera, timing, geometry, characters and lighting, keeping components separate and named. It uses proxies where the image does not contain enough detail and records each inference. Aligns a test render with five frames of the original and shows the differences. Deliver .blend, assets, cameras, keyframes and limitations report.

JQ VISIONS practical prompt inspired by @AlexBodner_'s case. The creator did not publish the prompt.

Analyze this authorized sports clip and follow the player, ball, opponents and free spaces. At the marked moment, it proposes the next three most likely actions, with probability, observed signs and uncertainty. Then compare it with what actually happened. Do not present intention as fact. Exports tracking, events and explanation for review by a human analyst.

JQ VISIONS practical prompt inspired by the case of @skalskip92. The creator did not publish the prompt.

Sue this basketball video I have the rights to. Detects and tracks players, referees and the ball; team esteem, possession, passes, throws, turnovers and occupied areas. Maintains consistent IDs and a trust column. Delivers annotated video, CSV per frame and summary per possession. Manually sample 100 events and calculate precision and recall before drawing conclusions.

Prompt published by @theartificialintelligence and reproduced in the AI Samson companion.

Track every player, pass and possession, I lost a bet and I want an investigation.

Prompt published by @theartificialintelligence and reproduced in the companion. Only use authorized footage and never accuse anyone without human review.

Analyse my warehouse footage, track every person, box and cart, turn it into structured data, find who steals my stuff.

Prompt published by @theartificialintelligence and reproduced in the AI Samson companion.

Recreate the Canelo versus GGG fight in Blender, move for move, I want to study their punches.

Prompt published by @theartificialintelligence and reproduced in the companion. Treat the result as educational visualization.

Vibecode me an app that shows my muscles, use the plugin to create assets, make it cool, I'm bored.

Prompt published by @theartificialintelligence and reproduced in the AI Samson companion.

Turn my phone into a virtual camera inside Blender, render the scene with my camera movements, make it look expensive.

JQ VISIONS practical prompt inspired by the official @OpenAI demo. The post did not publish this prompt.

@Sketch. Turn my drawing into a photorealistic image of [subject] in [environment]. Preserves exactly the pose, direction, relative position, framing and negative space of the sketch. You can improve materials, light, texture and detail. Before generating, summarize in a list what will be blocked and what will be reinterpreted.

JQ VISIONS practical prompt inspired by the case of @derrickcchoi. The creator did not publish the prompt.

Creates 96 frames of a pelican cycling from left to right. Keep the bird, bicycle, clothing, light, lens, background and scale identical. Plans eight keyframes, interpolates twelve frames per segment, and checks for drift before continuing. Organize sheets of twelve frames and assemble an eight-second GIF at 12 fps. Also deliver the frames and a numbered contact sheet.

JQ VISIONS practical prompt inspired by the case of @DeryaTR_. The creator did not publish the prompt.

Create ten 16:9 slides on [topic] for [audience level]. Uses a progressive narrative, dense but readable diagrams, verifiable captions, and consistent color coding. Includes primary sources per slide and separates facts, hypotheses and simplifications. Generate the outline first and wait for approval. It then produces one slide per image and a checklist for expert review.

JQ VISIONS practical prompt inspired by the case of @bogdan_qclay. The creator did not publish the prompt.

Design a visual identity for [brand and proposal]: logo, card, app icon, social banner, A3 poster and packaging. Defines first concept, palette, typography, grid and rules of use. Keep these tokens on all tiles. Generates each application separately and a final contact sheet. Check contrast, readability, margins, and consistency before exporting.

JQ VISIONS practical prompt inspired by the case of @op7418. The creator did not publish the prompt.

Build an original 2D platformer in a single HTML file. First, create consistent sprite sheets for the hero, three enemies, terrain and parallax background, with idle, running and jumping. It then implements controls, collisions, three levels, scoring, restart and royalty-free audio. Tests each animation and keeps all original and exportable assets.

Practical prompt JQ VISIONS inspired by the case of @maxescu. The creator did not publish the prompt. Use a reference that you can legally adapt.

I have permission to adapt the lettering of this image. Analyzes rhythm, contrast, terminals, width and inclination. Design an original family inspired by these principles, without copying glyphs directly: uppercase, lowercase, numbers, punctuation and Portuguese accents, in Regular and Bold. Checks kerning and readability, exports OTF and creates a specimen sheet that documents the differences from the reference.

JQ VISIONS practical prompt inspired by the case of @nickbaumann_. The creator did not publish the prompt.

Acts as director of a sequence of 12 shots about [idea]. Defines story, rhythm, framing and transitions. Use Images 2.5 to create each frame in the [original or authorized style], preserving character, palette, and scale. Maintains a continuity file and compares each new frame with the approved ones. At the end, create an animatic and mark any drift before exporting.

JQ VISIONS practical prompt inspired by @EHuanglu's case. The creator did not publish the prompt.

Transform this premise into a sequence of nine plans: [premise]. First, create a front and side reference for the two characters and wait for approval. Then produce the numbered storyboard, with type of shot, action, emotion, lens and duration. Maintains identical face, hair, clothing and proportions. Only then does it generate a final scene using the approved frames.

JQ VISIONS practical prompt inspired by the case of @RealFedeURU. The creator did not publish the prompt.

Creates an original vertical slice from a motion shooter in [engine]. Before building, define 60 second loop, run, slide, jump, weapon, an enemy and victory condition. Uses own geometry and assets. Implement in a small arena, add speed and accuracy telemetry, and test input, collisions, and performance. Do not increase the scope until feel and stability criteria are met.

JQ VISIONS practical prompt inspired by the case of @mindblown_ai. The creator did not publish the prompt.

Build an arcade football game in the browser with original teams, names, equipment, models, music and interface. Implements passing, shooting, changing players, goalkeepers, markers and short play. Start with a playable gray version, measure fps and input latency and only then apply the visual style. Includes instructions and automatic tests for the main loop.

JQ VISIONS practical prompt inspired by the case of @mindblown_ai. The creator did not publish the prompt.

Create an original urban racing prototype in WebGL with a car, a city zone, simple traffic, police chase and day-night cycle. Do not copy existing maps, brands or game assets. Divides the work into driving, camera, city, AI, lighting and performance. Delivers a playable build, control map and fps report on three target machines.

JQ VISIONS practical prompt inspired by @builtbysketch's case. The creator did not publish the prompt.

Design an original delivery game inspired only by the rhythm of 80s arcades. Create a low-poly neighborhood, vehicle, obstacles and your own characters in Blender; optimizes meshes, textures and colliders; exports to a WebGL runtime. Implements route, score, time and increasing difficulty. Documents polygon budget and rights for all assets.

Practical prompt JQ VISIONS inspired by the case of @marc_ibrahim. The creator did not publish the prompt. Do not bypass DRM or distribute protected files.

Help me diagnose a legally purchased game that runs at [fps] on my Mac. Collects version, hardware, resolution, graphics backend, logs, consumption and frametimes. Create ordered hypotheses and test reversible changes one at a time, without bypassing DRM or modifying online services. Stores baseline, commands, results and rollback. The goal is stability and playable performance, not just an fps spike.

JQ VISIONS practical prompt inspired by the case of @ssbmSc00p. The creator did not publish the prompt. Only use projects and assets that you have the right to modify.

I have rights to these two projects. Creates a pipeline to adapt a character from game A to game B: inventory mesh, rig, materials, animations, hitboxes and events; maps formats; highlights incompatibilities; converts to a working copy; performs visual and gameplay tests. Do not extract protected content from third parties and do not distribute assets. Delivers scripts, logs and rollback.

JQ VISIONS practical prompt inspired by @CtrlAltDwayne's case. The creator did not publish the prompt.

Help me port this legacy game to the browser for which I own the code and rights. Documents formats, systems and dependencies; creates behavior tests; replaces old APIs with web equivalents; converts only authorized assets; and validates input, audio, physics and saves. Do not bypass technical protection. Maintains a parity matrix and delivers a reproducible local build.

JQ VISIONS practical prompt inspired by @sharifshameem case. The creator did not publish the prompt. Do not use in real CAPTCHAs or access controls.

In this offline game created for testing, solve 48 levels of visual puzzles. At each level, it describes the objective, observes the state, proposes an action, executes it and checks the result. Register failures and create a reusable strategy. If you detect a CAPTCHA, login, access control or external service, stop immediately and do not try to bypass it.

JQ VISIONS practical prompt inspired by the case of @wuyang_zhou. The creator did not publish the prompt.

In my local testing world in [sandbox game], you get a diamond without admin commands. Create a plan, collect resources, craft tools, manage health and return to a safe point. Save status and inventory at each milestone, limit the session to [time] and if you encounter unexpected behavior. Produces a diary with decisions, deaths, recoveries and final results.

JQ VISIONS practical prompt inspired by @LexnLin's case. The creator did not publish the prompt.

Builds a WebGL forest with at least 3,800 trees and 2.5 million tufts of grass while maintaining 60 fps on target hardware [specify]. Uses instancing, culling, levels of detail, grouped textures and scalable shadows. Creates three quality presets, fps counter and automatic benchmark. Delivers code, memory metrics, draw calls and before/after comparison.

JQ VISIONS practical prompt inspired by the case of @onofumi_AI. The creator did not publish the prompt.

Create a small, original and navigable village in Unreal designed as a film set. Defines map, five narrative points, architecture, circulation, light and climate variation. Uses reusable modules and assets with a registered license. Includes cameras, sequencer, collisions, navigation and three routes. Optimizes and delivers a footage map with known limitations.

JQ VISIONS practical prompt inspired by @ChrisGPT case. The creator did not publish the prompt.

Build an original coastal open-world vertical slice. It limits the scope to a neighborhood, a car, a boat, a small plane, traffic, weather, and a five-minute mission. Do not copy maps, brands, interface or assets from existing franchises. Work on playable milestones, measure performance and maintain a separate backlog for everything that is not essential to the slice.

Prompt published by @timourxyz and reproduced in AI Samson's companion.

Use Ableton Live and make an absolute banger

JQ VISIONS practical prompt inspired by @ForwardEditor's case. The creator did not publish the prompt.

Edit these authorized clips in DaVinci Resolve into a [length] video intended for [audience]. First, it organizes media, synchronizes audio and proposes structure with timecodes. Creates a first cut without erasing originals, applies only reversible corrections and places markers on questionable decisions. Checks rhythm, levels, subtitles, color and music rights. Export preview for approval before master.

JQ VISIONS practical prompt inspired by the case of @comfyui. The creator did not publish the prompt.

Use this Blender blockout render as tight control over composition and depth. Transform it into an original anime street at dusk, preserving the camera, masses, flight lines and positions. It adds materials, facades, fictitious signage, people and light, without copying an existing work. Generates three treatments, compares alignment with blockout and delivers prompt, seed and ComfyUI workflow.

JQ VISIONS practical prompt inspired by the case of @EXM7777. The creator did not publish the prompt.

Create a five-minute 4K 60 ad for [product] using only approved assets. Before generating, deliver arguments, verifiable claims, storyboard, list of plans, budget and checkpoints. It produces 20-second blocks, validates brand, product, text, audio and continuity in each block and only then continues. Records all attempts and calculates cost per second approved.

JQ VISIONS practical prompt inspired by @DilumSanjaya's case. The creator did not publish the prompt.

Transform this authorized 2D schematic into an explanatory 3D animation. Identifies parts, axes, dimensions and assembly order; asks for confirmation of ambiguities; creates simple geometry; and animates each element to come out of the drawing, gain volume and fit together. Maintains consistent colors and labels. Delivers editable file, video and table that connects each 2D element to the 3D object.

JQ VISIONS practical prompt inspired by the case of @axultan. The creator did not publish the prompt.

Design a continuous generative livestream on [original topic]. Creates an editorial loop with segments, short memory, variation and transitions. Uses only licensed templates and assets. Includes input moderation, name and brand filter, hourly cost limit, watchdog, pre-rendered fallback and human stop button. Test for 60 minutes in private before publishing.

JQ VISIONS practical prompt inspired by the case of @tervisscoot. The creator did not publish the prompt.

Create an educational prototype of a male anatomical atlas with hierarchical parts, search, isolation and exploded view. Use only models and terminology from licensed medical sources, record provenance, and do not infer anatomy from a real person. It starts with a body system, validates names and relationships with a specialist and only then scales up. Includes warning that it is not a diagnostic tool.

JQ VISIONS practical prompt inspired by @thebuggeddev's case. The creator did not publish the prompt.

Create an educational experience in the browser that explains the effects of smoking on the lungs over time. It bases parameters on public health sources, shows ranges and confounding factors, and avoids individual predictions. Distinguish illustration from observed data. Allows you to compare general scenarios, includes references, and presents content for review by a healthcare professional before publishing.

JQ VISIONS practical prompt inspired by @ZentrixHQ case. The creator did not publish the prompt. Use only authorized and anonymized datasets.

Build an educational prototype that synchronizes an anatomical diagram, a 3D organ and CT scans from a public and anonymized dataset. When selecting a structure, it highlights it in three views and shows definition, relationships and source. Do not use identifiable data or make diagnoses. Validates alignment, terminology and accessibility with a medical faculty member before making available.

JQ VISIONS practical prompt inspired by the case of @VladAladin. The creator did not publish the prompt. Local processing, without diagnosis.

Process this genotype file only locally, without sending it to external services. Explains format, validates integrity, and maps variants to public scientific resources only, indicating quality of evidence, population studied, and uncertainty. Creates an educational atlas with general categories, never diagnosis or medical recommendation. Allows you to delete all data and export a list of consulted sources.

JQ VISIONS practical prompt inspired by the case of @DeryaTR_. The creator did not publish the prompt. The scope is computational and does not include synthesis or laboratory protocol.

For educational purposes, it proposes a conceptual protein structure for a non-pathogenic, low-risk target: [objective]. Do not provide summary instructions or experience. It explains assumptions, compares with public structures, estimates bending, stability and interfaces with various tools and presents contradictory results. Submit a report of uncertainty and issues for review by an expert prior to any experimental investigation.

JQ VISIONS practical prompt inspired by @dzhng's case. The creator did not publish the prompt.

Uses a public Drosophila connectome to create an educational game where simple agents receive network-derived signals. It documents how neurons and connections are reduced to an executable model and makes it clear what was omitted. Shows real-time activity, actions and latency. Deliver code, data license, tests and an explanation that does not confuse simulation with consciousness or complete organism.

JQ VISIONS practical prompt inspired by @OpenAI announcement. The post did not publish this prompt. The goal is verification, not to declare a conjecture resolved without review.

Receive this candidate proof of [theorem] and do not assume it is correct. Break it down into lemmas, identify dependencies and formalize each step in Lean using stable libraries. Look for counterexamples to intermediate statements, run the checker and record all axioms, sorry and gaps. Delivers reproducible files, bug reports, and open questions for review by independent mathematicians.

Complete prompt published by AI Samson in the companion, derived from example 08.

Here is a photo of my bookshelf. Identify every book you can read on the spines and list them with author. Then build me a single HTML file: a 3D shelf I can rotate, every spine clickable, and each click opens that book's Goodreads page. Keep everything in one file with no external dependencies.

Complete prompt published by AI Samson in the companion, derived from example 18.

@Sketch. Turn my drawing into a photorealistic image of a mallard duck on a still pond at golden hour. Keep the pose, the direction it faces and the composition of my sketch exactly, and make everything else beautiful.

Complete prompt published by AI Samson in the companion, derived from example 23. Use a reference that you can legally adapt.

Here is a screenshot of a film poster. Study the lettering and build me a complete typeface in that style: uppercase, lowercase, numbers and basic punctuation, in Regular and Bold. Export both as installable OTF files and show me a specimen sheet with a paragraph of sample text.

Complete prompt published by AI Samson in the companion, derived from example 20. Review the material with an expert.

Make ten lecture slides on [your topic] in the style of a university course: dense, accurate diagrams, every label spelled correctly, one consistent colour code carried across all ten, 16:9. Generate one image per slide and number them in the bottom right corner.

Complete prompt published by AI Samson in the companion, derived from example 19.

Create a 96 frame sequence of a pelican riding a bicycle, left to right across the frame. Same bird, same bicycle, same lighting and same background in every single frame. Lay the frames out as sheets of twelve, then stitch all 96 into an eight second GIF at twelve frames per second.

Complete prompt published by AI Samson in the companion, derived from example 21.

Design a complete visual identity for [brand name, one line on what it does]: logo, business card, app icon, social banner, A3 poster and product packaging. One consistent style, palette and typeface across all six. Generate each as its own image, then a final contact sheet with all six together.

Complete prompt published by AI Samson in the companion, derived from example 25.

Turn this one line into a nine panel storyboard: [your line]. First design the two main characters as a reference sheet, front and side. Then draw the nine panels and keep their faces, hair and clothes identical in every panel. Number the panels and give each a one sentence shot description.

Full prompt published by AI Samson in companion. Keep the data local and don't use it as a diagnostic.

Here is my raw DNA export from [service]. Analyse it locally on this machine and never upload it anywhere. Build me a single HTML body map where each marker shows the gene, what the variant is associated with, and how strong the evidence is. Flag anything uncertain in plain words rather than hiding it.

Complete prompt published by AI Samson in the companion, related to example 09.

Here are five photos and three panoramas of my room. Rebuild it in Blender as a to scale 3D model: walls, windows, doors and the main furniture with correct dimensions. Export the .blend file and render a ten second turntable so I can check it.

Complete prompt published by AI Samson in the companion, derived from example 22.

Build a 2D platformer in a single HTML file. First generate the sprite sheets: a hero with idle, run and jump frames, three enemies, ground tiles and a parallax background, all in one pixel art style. Then write the game around those sheets, with keyboard controls, three levels and a score.