Showing results for "menu-engineering"
Analyze how an ambitious national space program can function as a strategic instrument to stimulate research funding, spur high-tech industry growth, train the next generation of engineers, and bolste...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Map engineering talent flows in a global context, analyzing incentives, education pathways, and industry demand. Propose policies and corporate strategies to attract, retain, and leverage top engineer...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop a framework for evaluating autonomous laboratory systems, including capabilities, risk controls, data integrity, and reproducibility. Compare approaches to oversight, human-in-the-loop decisio...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
You are an expert **Senior Technical Content Strategist** specializing in transforming complex, low-level engineering documentation (such as protocol specifications, API call sequences, or hardware da...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a doc search agent that indexes internal docs, code comments, and ADRs, then answers “why is this here?” with citations for maintainers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a fraud/risk intelligence product concept: data sources, feature engineering, alerts, and human review. Include privacy and fairness considerations.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan to win attention ethically post-AGI: distribution channels, community loops, personalization boundaries, and brand voice. Include guardrails to avoid manipulation.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a repeatable ideation process that uses AGI to generate 100 product concepts/week, then filters them with feasibility, defensibility, and ethical constraints. Provide the scoring rubric.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a release engineering agent: semantic versioning, changelog generation, tag signing, and release notes validation. Require human approval for major versions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a business digital twin: KPI modeling, scenario simulation, and decision memos. Include data ingestion, model governance, and subscription pricing.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a platform that matches brands with micro-influencers, automates briefs, and measures ROI. Include fraud detection, contracts, and revenue model.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a property renovation/design business using AGI: cost estimation, layout generation, contractor coordination, and marketing. Include unit economics and risk controls.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a hybrid policy system: deterministic rules for hard constraints, ML classifiers for soft signals, and escalation logic. Provide architecture, failure modes, and monitoring plan.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a rollback system: model version pinning, feature flags, staged rollouts, and a kill switch. Include operational procedures and testing for rollback reliability.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Build a game discovery system: preference profile, genre adjacency map, review signal filtering, and a monthly shortlist workflow. Include a scoring rubric for backlog prioritization.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Provide a decision framework for choosing an engine: target platforms, networking, tooling, team skillset, and performance constraints. Include a phased prototyping plan and risk register.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a checklist to reduce counterfeit parts risk: packaging signs, supplier reputation, pricing red flags, part markings, documentation, and high-risk categories like brakes, bearings, filters, and...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an ECU tuning risk review: fuel, ignition, boost, knock detection, temperatures, emissions/legal considerations, and validation steps. Keep it safety- and compliance-focused.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a dyno session plan: baseline runs, environmental corrections, AFR/boost/ignition monitoring, safety checks, and interpreting torque curves. Include what not to overinterpret.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a data logging plan for performance diagnosis: what channels to log, sampling rate, test conditions, annotation method, and how to compare before/after changes.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a post-repair validation plan: static checks, low-speed test, load test, thermal cycle, scan recheck, leak check, and customer handoff notes.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a winterization/storage plan for cars, motorcycles, and bicycles: fuel, battery, tires, moisture, lubrication, covers, and spring recommissioning checklist.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an off-road preparation plan: tires, suspension, protection, cooling, drivetrain stress, recovery equipment, field repairs, and post-trip inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a long-distance touring checklist for cars, motorcycles, and bicycles: consumables, spares, tools, tires, documents, route risks, and field repair priorities.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a track day preparation checklist for cars or motorcycles: brakes, tires, fluids, suspension, fasteners, safety gear, data logging, and post-session inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a calibration and measurement accuracy plan for torque wrenches, pressure gauges, calipers, multimeters, spoke tension meters, and scan tools. Include intervals and records.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a tooling investment plan for an advanced hobbyist or small workshop. Prioritize tools by diagnostic value, safety impact, frequency of use, and calibration needs.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a motorcycle ergonomics guide: bar position, seat height, peg placement, wind protection, vibration, reach, and long-distance comfort tradeoffs.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a parts selection framework comparing OEM, aftermarket, used, rebuilt, and performance parts. Include safety-critical categories, warranty, fitment risk, and customer budget.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a repair estimate structure: mandatory safety repairs, recommended maintenance, optional upgrades, parts/labor assumptions, uncertainty, and customer decision points.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Rewrite technical repair findings into clear customer language. Provide versions for budget-conscious, safety-critical, and enthusiast customers. Include what to show with photos or measurements.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a diagnostic note template: complaint, conditions, tests performed, measurements, interpretation, repair recommendation, and validation result. Make it suitable for workshop records and custome...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a safety checklist for lifting/supporting cars, motorcycles, and bicycles: lift points, stands, wheel chocks, stability, center of gravity, and final shake test before work.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a workshop safety audit: lifting/support, fire risk, battery handling, ventilation, chemicals, rotating machinery, PPE, and tool condition. Include a monthly inspection checklist.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a high-level checklist for modification legality and inspection readiness: lighting, emissions, noise, structural changes, insurance disclosure, and documentation. Keep it non-legal-advice and ...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a risk matrix for 3D-printed vehicle parts: cosmetic, non-critical, load-bearing, heat-exposed, safety-critical. Include material choices, testing, and parts that should not be printed casually...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a QC checklist for custom wiring/harness work: wire gauge, fuse sizing, strain relief, connectors, sealing, routing, labeling, and final load testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a workshop workflow improvement plan: intake, inspection, diagnosis, parts ordering, repair, QC, customer handoff, and follow-up. Include bottleneck metrics and templates.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a workshop knowledge base: symptoms, confirmed fixes, torque specs, measurements, photos, parts used, and follow-up results. Include tagging and retrieval strategy.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a car road trip readiness checklist: fluids, belts, hoses, brakes, tires, battery, spare tire/tools, scan check, lights, and emergency supplies.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a training plan for apprentices: safety, tool discipline, diagnostic reasoning, customer communication, measurement accuracy, and staged responsibility. Include evaluation rubrics.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Turn a complex repair into a clear non-technical explanation with what failed, why it matters, options, risks of delaying, and cost drivers. Provide a respectful tone.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a motorcycle roadside repair kit: tire repair, compact tools, electrical basics, chain maintenance, fasteners, tape/zip ties, and safety visibility items.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a bicycle touring reliability kit: tools, tubes, patches, chain links, brake pads, cables, bolts, and maintenance checks. Include ultralight vs expedition versions.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a reliability-focused upgrade plan for a classic car or motorcycle: cooling, ignition, charging, fuel delivery, brakes, tires, and reversible modifications.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a restoration plan: condition assessment, parts availability, hidden rust/damage risk, budget phases, labor estimate, documentation, and stop/go decision points.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a pre-purchase inspection checklist for used cars, motorcycles, or bicycles. Include structural, mechanical, electrical, service history, test ride/drive, and negotiation signals.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a parts inventory strategy: fast-moving consumables, safety-critical spares, seasonal items, supplier lead times, min/max levels, and dead stock control.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a bicycle fit troubleshooting guide: saddle height, reach, stack, cleat position, bar width, knee/hand discomfort patterns, and when to refer to a fit specialist.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Diagnose poor coast-down or rolling resistance: brake drag, bearing drag, tire pressure, wheel alignment, drivetrain friction, chain condition, and seal friction.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a bicycle shifting diagnosis workflow: cable tension, hanger alignment, chain/cassette wear, derailleur limit screws, B-tension, housing friction, and electronic shifting checks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an efficiency diagnostic plan: tires, alignment, brakes dragging, fuel trims, driving/riding style, chain lubrication, aero drag, and load. Include before/after measurement strategy.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Explain practical aerodynamics for cars, motorcycles, and bicycles: drag, lift/downforce, rider/driver position, fairings, spoilers, underbody, and when aero changes are meaningful.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a suspension upgrade decision framework: springs, dampers, bushings, anti-roll bars, fork/shock upgrades, and geometry changes. Include street, touring, track, and off-road priorities.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a brake upgrade decision framework: thermal capacity, pad compound, rotor size, caliper stiffness, tire grip, ABS interaction, and whether the upgrade solves the real problem.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a driver position setup guide: seat distance, steering wheel position, pedal reach, mirror setup, visibility, and performance vs comfort considerations.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a sustainability plan for vehicle maintenance: repair vs replace, fluid disposal, tire lifecycle, refurbished parts, bicycle component reuse, and waste reduction in workshops.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a workflow to research service manuals, TSBs, recalls, and forum evidence. Include source reliability scoring and how to avoid blindly following forum advice.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a root-cause diagnosis workflow for an experienced mechanic working on cars, motorcycles, or bicycles. Include symptom capture, hypothesis tree, test order, evidence logging, and a rule for whe...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a tire strategy for cars, motorcycles, or bicycles based on surface, load, weather, speed, and ride goals. Include pressure tuning, wear reading, heat signs, casing choice, and replacement crit...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Diagnose steering or handling complaints: vague steering, head shake, tramlining, understeer/oversteer, wobble, or poor turn-in. Include checks for tires, alignment, bearings, suspension, frame/fork c...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a suspension setup workflow for cars, motorcycles, and bicycles. Include sag, preload, compression/rebound damping, ride height, geometry effects, tire pressure interaction, and a test loop for...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a troubleshooting guide for bleeding hydraulic brakes or clutches. Include air sources, master/slave cylinder behavior, hose routing, reverse bleeding, vacuum bleeding, and signs of internal se...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Explain a brake bedding procedure conceptually and create a performance verification checklist. Include temperature management, pedal/lever feel, rotor transfer layer, noise symptoms, and when to re-i...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a brake diagnostic plan for hydraulic and mechanical systems. Include pedal/lever feel, pad/rotor condition, fluid condition, air contamination, caliper movement, alignment, bedding, and safety...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a fastener discipline guide: torque specs, thread condition, lubrication effects, torque angle, stretch bolts, threadlockers, anti-seize, and witness marks. Include mistakes that experienced me...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Generate a professional inspection checklist for cars, motorcycles, and bicycles before and after service. Include safety-critical items, torque marks, fluid leaks, fastener checks, test ride/drive cr...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a preventive maintenance schedule for a vehicle based on use case: commuting, touring, track days, off-road, delivery, or winter storage. Include inspection intervals, wear indicators, consumab...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Help me diagnose NVH symptoms in a vehicle. Ask for speed, load, RPM, gear, road surface, temperature, and recent work. Then produce likely causes, priority tests, and confirmation methods for cars, m...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Teach me to interpret tire wear patterns: cupping, feathering, shoulder wear, center wear, flat spots, heat cycles, and sidewall damage. Map each pattern to likely causes and next checks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Explain floorplanning impacts (wire delay, congestion) and how RTL choices affect P&R. Provide a feedback loop between block partitioning, hierarchy, and constraints.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a case study template that reads like a story: problem context, constraints, decision moments, implementation, measurable results, and lessons. Provide a 1-page and a 5-page version.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Teach me to tell a concise story about my project. Turn my raw notes into a 60-second narrative and a 5-slide talk track. Include one metaphor and one concrete example.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Define specialist agent roles with distinct prompts, tools, and constraints. Provide handoff rules and an evaluation plan to ensure specialists outperform a monolith.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a latency plan: streaming, speculative execution, parallel tool calls (safe), caching, and progressive disclosure. Include how to avoid race-condition errors and maintain correctness.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a side-channel awareness checklist: data-dependent switching, timing variability, and observable control flow. Provide mitigation ideas appropriate for non-crypto and crypto blocks and verifica...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a 7-day off-grid menu using shelf-stable foods and minimal cooking. Include nutrition basics, substitutions common across cultures, and a rotation strategy to avoid waste.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create safe, practical options for cooking without utilities (limited power/gas). Include no-cook menus, sanitation tips, and safe fuel handling reminders.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a menu of pair/group structures: think-pair-share, jigsaw, info gap, station rotation. Include teacher instructions and timing guidance.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a two-week food plan designed to avoid panic buying. Include shelf-stable menu ideas, rotation strategy, nutrition basics, and minimal cooking methods.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a carburetor tuning diagnostic flow for motorcycles: pilot circuit, needle, main jet, float height, choke/enrichment, vacuum leaks, plug reading, and altitude/temperature effects.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a corrosion assessment workflow: structural vs cosmetic rust, galvanic corrosion, brake/fuel line risk, seized fasteners, bicycle frame materials, and prevention strategy.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a crash damage inspection checklist for cars, motorcycles, and bicycles: alignment, cracks, fasteners, bearings, wheels, suspension, hidden stress points, and when to refer to specialists.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Diagnose poor shift quality: synchros, clutch drag, linkage, shift forks, oil choice, chain tension, cassette/derailleur setup for bicycles, and rider technique factors.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a clutch diagnostic flow for cars and motorcycles: slip, drag, chatter, engagement point, hydraulic/cable actuation, friction material, flywheel/basket, and adjustment.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Explain motorcycle chain alignment and how it interacts with suspension travel, sprocket wear, swingarm angle, and rear wheel alignment. Provide an inspection and adjustment checklist.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an advanced bicycle wheel build/truing checklist: spoke tension balance, lateral/radial true, dish, stress relief, spoke windup, and post-build settling inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an engine misfire diagnostic tree: ignition, fuel, compression, vacuum leaks, sensors, wiring, ECU data, and mechanical timing. Include test order and evidence required before replacing parts.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an alignment strategy across vehicle types: toe, camber, caster, thrust angle, frame/fork alignment, wheel dish, and how alignment affects tire wear and handling.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an exhaust diagnostic plan: pre/post-sensor leaks, catalyst efficiency, backpressure, rattles, mounts, and heat shielding. Include test order and safety cautions.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a fuel injection sensor plausibility checklist: TPS, MAP/MAF, IAT, ECT, crank/cam sensors, O2/AFR sensors, and wiring. Include expected relationships under different operating conditions.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a high-level welding risk review for vehicle parts: load path, heat-affected zone, material compatibility, distortion, inspection, and when certified fabrication is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a high-level safety-oriented service plan for EV/hybrid work: high-voltage awareness, isolation procedures to verify from manufacturer info, PPE considerations, and jobs that require certified ...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a parasitic draw diagnostic workflow: sleep timing, current measurement, fuse isolation, module wake-ups, aftermarket accessories, and safe meter setup. Include a documentation table.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a charging system diagnostic plan for cars and motorcycles: battery state, alternator/stator output, regulator/rectifier, parasitic draw, grounds, connectors, and load testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a CAN/LIN/network fault triage workflow for modern vehicles: topology, termination checks, DTC grouping, module wake/sleep behavior, bus voltage, and when to suspect wiring vs module faults.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an electrical diagnostic plan using voltage drop testing. Include battery health, grounds, connectors, relays, fuses, load testing, intermittent faults, and documentation of measured values.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Interpret OBD-II data like a technician: freeze frame, fuel trims, misfire counters, oxygen sensor behavior, MAF/MAP plausibility, and readiness monitors. Provide a diagnostic worksheet.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Help diagnose automotive driveline symptoms: clunk, whine, vibration, shudder, backlash, or load-dependent noise. Include differential, CV joints, U-joints, mounts, transmission, and tires in the hypo...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a drivetrain wear assessment for motorcycles and bicycles: chain stretch, sprocket/chainring wear, cassette condition, belt tension, alignment, lubrication, and replacement strategy.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a diagnostic flow for wheel bearings and hubs. Include noise by load direction, free play, heat, roughness, seal condition, installation errors, and post-service validation.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Explain how to interpret compression and leakdown results. Provide a workflow to distinguish rings, valves, head gasket, cam timing, and test setup errors.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design a DMA engine: descriptor format, scatter/gather, burst strategy, alignment handling, error reporting, and security boundaries. Provide test plan including corner cases and stress tests.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a fuel trim analysis workflow: STFT/LTFT by idle/load, vacuum leak indicators, MAF/MAP errors, injector issues, fuel pressure, exhaust leaks, and sensor plausibility checks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a cooling system diagnostic tree: thermostat, radiator, fan control, water pump, pressure cap, air pockets, head gasket indicators, coolant condition, and leak testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a lubrication strategy for engines, gearboxes, chains, and bicycle drivetrains. Include viscosity, service intervals, contamination signs, oil analysis, and operating condition adjustments.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Help select materials for custom vehicle parts: aluminum, steel, stainless, titanium, composites, plastics, and 3D-printed materials. Include strength, fatigue, heat, corrosion, and manufacturability ...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a fabrication planning checklist for custom brackets, mounts, and adapters: measurement method, tolerance stack-up, hole alignment, service clearance, vibration, and test fitting.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a weight reduction plan for cars, motorcycles, or bicycles. Prioritize rotating mass, unsprung mass, safety-critical parts, comfort tradeoffs, and reliability risks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an FMEA for a custom car, motorcycle, or bicycle modification. Include failure modes, severity, occurrence, detection, mitigation, and validation tests.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a failure analysis report template: part description, operating conditions, fracture/wear observations, possible causes, evidence, corrective actions, and prevention steps.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a beginner DSP mini-lab: implement a simple EQ, compressor, and reverb conceptually. Provide reading list, step-by-step tasks, and how to validate outputs with test tones.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create 10 mixing exercises: balancing, EQ carving, compression taste, reverb depth, stereo field, and automation. Provide reference-track method and evaluation criteria for each exercise.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a checklist for installing and calibrating sensors: placement, wiring, shielding, grounding, plausibility checks, data logging, and failure detection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a final assembly sign-off checklist for a custom car, motorcycle, or bicycle: fasteners, wiring, brakes, controls, fluids, clearances, road/ride test, and documentation.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an ADAS calibration awareness checklist: camera/radar sensor placement, windshield replacement, alignment impact, ride height changes, and when specialist calibration is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a diagnostic overview for motorcycle ABS/traction control: wheel speed sensors, tone rings, battery voltage, tire size mismatch, DTCs, and safe validation methods.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a diagnostic and maintenance plan for e-bikes: battery health, motor behavior, connectors, sensors, display/controller errors, brakes, drivetrain wear, and safe charging habits.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a high-mileage health assessment: compression/leakdown, fluids, suspension, bushings, bearings, brakes, corrosion, electrical, and total cost of ownership forecast.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a vibration-proofing strategy for accessories: mounts, threadlockers, rubber isolation, cable strain relief, connector retention, and post-install inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Draft a 2026 cost engineering playbook: caching, quantization, distillation, batching, and SLA tiers. Provide a KPI dashboard linking cost per task to business outcomes.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Propose a talent strategy: ‘forward-deployed engineers’ model, upskilling paths, incentives, and org design for AI product delivery. Include hiring profiles and interview rubrics.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a New Year brunch menu (sweet + savory) with prep the night before. Include plating tips, coffee/tea bar, and a relaxed hosting schedule.
Author: Assistant
Category: hosting | Model: gpt-4o
Design a themed New Year dinner (any cuisine) with 6 courses, shopping list, timing plan, playlist mood, and table setting ideas. Include a vegetarian-friendly alternative menu.
Author: Assistant
Category: hosting | Model: gpt-4o
Design a surprise breakfast plan for a friend or loved one: menu that travels well, packaging, timing, and a note. Include allergy-friendly options.
Author: Assistant
Category: acts-of-service | Model: gpt-4o
Plan a ‘little luxuries’ evening at home: bath/tea/reading/music. Provide a menu of low-cost upgrades and a calming script to guide the night.
Author: Assistant
Category: wellbeing | Model: gpt-4o
Plan a budget-friendly date night at home: theme, menu, activity, and a 3-question closeness game. Include a ‘phone-free’ agreement script.
Author: Assistant
Category: couples | Model: gpt-4o
Create a 30-second exploded-view animation of a generic gearbox (not branded): parts separate, labels appear, reassemble. Provide Sora prompts for the visuals and Gemini prompts for educational narrat...
Author: Assistant
Category: engineering-visualization | Model: gpt-4o
Build an SMB coupon engine (EN/ES) with QR receipts and SMS reminders. Provide redemption analytics to sustain ≥70% predicted engagement.
Author: Assistant
Category: local-commerce-us-smb | Model: gpt-4o
Draft a BOM cost model for Suginami prototypes: make/buy split, MOQ effects, duty/shipping. Provide a price-down plan and supplier RFQ template.
Author: Assistant
Category: cost-engineering-NPI | Model: gpt-4o
Improve heat treatment uniformity in Kawasaki: load plan, thermocouple mapping, TUS/SAT schedule, and quench agitation tweaks. Output CpK targets.
Author: Assistant
Category: process-engineering-heat | Model: gpt-4o
Design a rapid functional test rig for Suginami mechatronics projects: fixture design, modular I/O, Python test scripts, and pass/fail dashboards. Provide BOM and wiring map.
Author: Assistant
Category: test-engineering-lab | Model: gpt-4o
Launch a fintech meetup cadence (Raffles, Tanjong Pagar). Provide Eventbrite copy, sponsor pitches, and post-event follow-ups sustaining ≥70% predicted engagement.
Author: Assistant
Category: community-fintech-SG | Model: gpt-4o
Produce a latency decomposition (queue→prefill→decode→post). Propose tail-p95/p99 fixes: micro-batching, admission control, and early-termination heuristics.
Author: Assistant
Category: perf-engineering-LLM | Model: gpt-4o
Design a pipeline to mine high-quality instructions/solutions from forums, docs, and code. Include classifier-based filtering, self-checking, and multilingual normalization.
Author: Assistant
Category: dataset-engineering-LLM | Model: gpt-4o
Outline a privacy strategy: DP-SGD variants for SFT, selective redaction layers, privacy evals (membership inference), and logging minimization.
Author: Assistant
Category: privacy-engineering-LLM | Model: gpt-4o
For a Franca footwear plant, balance a stitching/assembly cell. Time stations, compute takt, rebalance work, and propose a U-line with cross-training matrix. Output a daily andon board layout.
Author: Assistant
Category: production-engineering | Model: gpt-4o
As a principal ML engineer, draft a production inference playbook for 7B–70B models: batching, dynamic padding, KV-cache reuse, paged attention, prefix-caching, and request shaping. Include SLO tiers,...
Author: Assistant
Category: inference-optimization | Model: gpt-4o
Engineer a KV-cache offload strategy spanning HBM→HBM2e→CPU RAM→NVMe. Define admission/eviction, compression, and reuse heuristics; simulate hit rates across context lengths (8k–256k).
Author: Assistant
Category: systems-architecture-LLM | Model: gpt-4o
Train Suginami engineers on A3 thinking. Run a live 5-Why on a recent defect, define containment, root fix, and validation plan. Produce a shareable A3.
Author: Assistant
Category: continuous-improvement-training | Model: gpt-4o
Engineer prompt prefix trees and semantic caches to cut latency/cost for recurring tasks. Provide hit-rate models and invalidation policy.
Author: Assistant
Category: infra-efficiency-LLM | Model: gpt-4o
Model ground operations for a commuter aircraft: charging/refuel, pax flow, baggage, and maintenance windows. Design GSE requirements and a 15-minute turnaround target plan.
Author: Assistant
Category: operations-engineering | Model: gpt-4o
Given revenue and segment data, reverse-engineer ARPU, churn, and expansion assumptions. Output a simple spreadsheet schema and sensitivity knobs.
Author: Assistant
Category: investing-analysis | Model: gpt-4o
Given a product brief, have ChatGPT write acceptance criteria and test outlines, ask Cursor to generate unit/integration tests and the minimal code, then let Antigravity agents execute the suite and o...
Author: Assistant
Category: quality-engineering | Model: gpt-4o
Create a refactor plan that slices changes behind flags. ChatGPT proposes flag taxonomy; Cursor inserts flags and writes toggled tests; Antigravity runs canary + dark launch verifications. Deliver a k...
Author: Assistant
Category: release-engineering | Model: gpt-4o
Have ChatGPT template Terraform/Pulumi modules, Cursor generate CI pipelines for plan/apply, and Antigravity agents stand up preview environments per PR. Include drift detection and cost guardrails.
Author: Assistant
Category: platform-engineering | Model: gpt-4o
ChatGPT authors OpenAPI/AsyncAPI contracts; Cursor code-gens server stubs/SDKs and adds contract tests; Antigravity spins up mocks and runs compatibility checks. Output versioning policy and deprecati...
Author: Assistant
Category: api-engineering | Model: gpt-4o
Propose a simulation-first strategy: CFD for wings and exteriors, multibody for suspension, click-models for magazine UX. Define model fidelity tiers and validation plans.
Author: Assistant
Category: systems-engineering-sim | Model: gpt-4o
Propose a 5% mass reduction through materials and topology optimization. Include cost delta caps, supplier readiness, and corrosion strategy. Output a part-by-part plan.
Author: Assistant
Category: value-engineering-auto | Model: gpt-4o
Outline crash modes (IIHS/EuroNCAP) and load paths. Design service-friendly repair sections and glue/rivet strategies. Provide repair time targets and parts commonality plan.
Author: Assistant
Category: safety-body-engineering | Model: gpt-4o
Create a battery pack design with module isolation, venting paths, sensors, and extinguishing interfaces. Define UNECE/ECE and FMVSS implications. Output a test plan.
Author: Assistant
Category: battery-safety-engineering | Model: gpt-4o
For a data/ETL repo, ChatGPT drafts data quality tests (nulls, uniqueness, freshness), Cursor adds dbt/unit tests, and Antigravity schedules validations on PR. Include lineage notes and rollback trigg...
Author: Assistant
Category: data-engineering-quality | Model: gpt-4o
Define performance budgets and benchmarks; ChatGPT proposes profiling plan; Cursor instruments code (e.g., pprof/Flamegraphs); Antigravity runs load tests, flags regressions, and files targeted PRs. O...
Author: Assistant
Category: performance-engineering | Model: gpt-4o
ChatGPT sets cost KPIs and alerts; Cursor instruments usage/cost tags; Antigravity correlates deploys to spend and suggests optimizations. Provide a monthly FinOps review.
Author: Assistant
Category: cost-optimization | Model: gpt-4o
ChatGPT generates robust Playwright/Cypress specs with retry/wait heuristics; Cursor adds data-seeding helpers; Antigravity shards and retries, quarantines flaky tests, and files deflakes. Provide a f...
Author: Assistant
Category: test-engineering | Model: gpt-4o
Have ChatGPT define DORA+space metrics; Cursor wires collectors in CI; Antigravity aggregates and alerts on error-budget burn. Provide a monthly review agenda.
Author: Assistant
Category: engineering-ops | Model: gpt-4o
Have ChatGPT propose pipeline concurrency, caching, and test sharding; Cursor edits YAML/pipelines; Antigravity times stages and suggests cache keys. Output a before/after chart.
Author: Assistant
Category: pipeline-engineering | Model: gpt-4o
Implement a semantic cache for repeated queries and a de-dup stage to collapse near-duplicate sources. Provide hit/miss metrics and eviction policy.
Author: Assistant
Category: performance-cache | Model: gpt-4o
ChatGPT extracts and drafts keys/phrases; Cursor injects i18n scaffolding and screenshot tests; Antigravity runs locale builds and visual diffs. Provide glossary and fallback policy.
Author: Assistant
Category: globalization-engineering | Model: gpt-4o
ChatGPT enumerates PII patterns and retention policies; Cursor adds find-and-mask utilities; Antigravity scans repos/logs and flags violations. Deliver a remediation queue.
Author: Assistant
Category: privacy-engineering | Model: gpt-4o
ChatGPT designs role-specific coding tasks and rubrics; Cursor generates harnesses/tests; Antigravity runs auto-grading in sandboxes. Provide anti-cheat and fairness notes.
Author: Assistant
Category: talent-engineering | Model: gpt-4o
ChatGPT outlines blue/green and canary strategies; Cursor codifies health checks and probes; Antigravity automates traffic shifting and alerting. Provide a failure playbook.
Author: Assistant
Category: availability-engineering | Model: gpt-4o
Create a compression stage with map-reduce summaries, selective citation carry-through, and entropy-based token pruning. Provide metrics (coverage, faithfulness) and an ablation plan.
Author: Assistant
Category: context-engineering | Model: gpt-4o
Develop a layered prompt system for Veo 3.1: concept → scene list → shot specs (lens, movement) → art direction → color script. Output a template and an example for a 30-second brand film.
Author: Assistant
Category: video-direction | Model: gpt-4o
ChatGPT audits a11y and content guidelines; Cursor adds lint rules/tests; Antigravity runs automated a11y scans and opens issues with repro steps. Include skip/exception policy.
Author: Assistant
Category: responsible-engineering | Model: gpt-4o
Collect competitor pricing: SaaS tiers vs hardware MSRP and street price, retail promo patterns, food menu bands, movie ticketing and subscription models. Output parity gaps, willingness-to-pay hypoth...
Author: Assistant
Category: pricing-analysis | Model: GPT-5.1
Model how competitors react to swings in protein, dairy, packaging, or chips silicon costs. Propose hedges and menu or spec switches that preserve margin.
Author: Assistant
Category: cost-management | Model: GPT-5.1
Using public filings or estimates, reverse-engineer competitor LTV, CAC, payback, NRR. Output confidence bands and 3 path-to-120% NRR ideas.
Author: Assistant
Category: financial-benchmarking-software | Model: GPT-5.1
Analyze food competitors across QSR and fast casual: contribution margin by item, LTO cadence, and upsell ladders. Output a 10-point menu optimization plan.
Author: Assistant
Category: menu-optimization | Model: GPT-5.1
Identify top constraints to developer velocity and propose experiments across CI time, test flake, code review, and environment drift. Output target benchmarks.
Author: Assistant
Category: engineering-productivity | Model: gpt-4o
Draw a service blueprint from touchpoints to backstage queues. Calculate capacity and propose queue disciplines. Output backlog changes.
Author: Assistant
Category: service-ops-engineering | Model: gpt-4o
Schedule cross team game days to test failure modes. Define scenarios, injects, and success criteria. Output a readiness score.
Author: Assistant
Category: resilience-ops | Model: gpt-4o
Define naming, ownership, expirations, and logs for flags. Add a cleanup ritual and audit queries. Output a governance SOP.
Author: Assistant
Category: governance-engineering | Model: gpt-4o
List guardrails for deploy safety such as canaries, feature flags, error budgets, and rollback scripts. Output a checklist and training plan.
Author: Assistant
Category: release-engineering | Model: gpt-4o
Using sample receipts or menu photos, rebuild SKU mix for rivals. Tag KVI items, margin drivers, and attach rate. Recommend shelf or menu engineering moves.
Author: Assistant
Category: merchandising-analysis | Model: GPT-5.1
Model architecture choices as options with volatility and expiry. Compare cost to switch later vs now. Output a decision memo and triggers.
Author: Assistant
Category: architectural-decisioning | Model: gpt-4o
Quantify debt as principal and interest. Prioritize by impact and add a standing 15 percent capacity policy. Output a quarter plan with paydown epics.
Author: Assistant
Category: architecture-ops | Model: gpt-4o
Provide packaging/IFU rules: bilingual labels (EN/zh-TW), safety icons, recycling marks, UPC/EAN barcodes, and drop/edge crush tests.
Author: Assistant
Category: packaging-engineering | Model: gpt-4o
Draft an engineering→support escalation playbook with SLAs by region/time zone, bilingual macros, and incident retros.
Author: Assistant
Category: support-ops-integration | Model: gpt-4o
Create a quarterly content calendar (whitepapers, webinars, case studies) with translation plan, SME interview scripts, and distribution (LinkedIn/YouTube/LINE). Include MQL→SQL mapping.
Author: Assistant
Category: content-marketing-B2B | Model: gpt-4o
Create a station-by-station test plan (ICT/FCT/EOL), yield dashboards, failure Pareto, and stop-ship criteria. Provide bilingual defect codes legend.
Author: Assistant
Category: factory-test-engineering | Model: gpt-4o
Produce DFM/DFA checklists for PCB, plastics, fasteners, and assembly. Include CTQ tolerances, fixture notes, and supplier PPAP-lite package.
Author: Assistant
Category: manufacturing-engineering | Model: gpt-4o
Define a security SDLC: STRIDE threat modeling for core features, SAST/DAST, dependency scanning, and bilingual security training snippets.
Author: Assistant
Category: security-engineering | Model: gpt-4o
Design metrics/logs/traces with SLOs split by user region (TW/US). Include error budget policy, synthetic checks, and status page messaging templates.
Author: Assistant
Category: reliability-engineering | Model: gpt-4o
Draft role scorecards (frontend, backend, firmware, test) with skills relevant to TW/US stacks, bilingual collaboration, and sample structured interviews.
Author: Assistant
Category: talent-ops-engineering | Model: gpt-4o
Design a split payment stack: US (Stripe/Apple Pay/Google Pay) and Taiwan (local gateways, credit/debit, convenience store pay). Include currency handling and refund flows.
Author: Assistant
Category: commerce-engineering | Model: gpt-4o
Produce 12 one-liners about drive-thru menu panic, napkins, and ketchup packets. Keep brands generic. JSON {setup,punchline}.
Author: Assistant
Category: humor | Model: gpt-4o
You are a digital health PI. Create a protocol for wearables: device selection, sampling rates, adherence monitoring, feature engineering (actigraphy/HRV), and outcomes mapping. Include power for repe...
Author: Assistant
Category: digital-health | Model: gpt-5
Act as a lab automation engineer. Propose a bench-to-cloud setup: liquid handler protocols, barcode schema, LIMS/ELN fields, error handling, and audit trails. Include CSV templates.
Author: Assistant
Category: lab-ops | Model: gpt-5
You are a privacy engineer. Create a data-share pack: k-anonymity/l-diversity checks, differentially private releases (epsilon budgeting), and re-identification risk report template.
Author: Assistant
Category: data-privacy | Model: gpt-5
You are an audio engineer. Recommend mic chain (dynamic vs condenser), placement, EQ/comp/DS settings, noise control, room treatment hacks, and a live monitoring checklist. Output presets as JSON.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a community producer. Create UGC prompts, hashtag strategy, duet/stitch ideas, leaderboard mechanics, and rewards. Include consent/rights flow and CRM tagging.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a media relations lead. Create a pitch personalization template: outlet research checklist, angle tailoring, subject-line variants, follow-up cadence, and a mini-CRM for tracking replies.
Author: Assistant
Category: PR | Model: gpt-4o
You are a systems tutor. Create a 6-week Rust roadmap for engineers moving from C/C++. Cover ownership/borrowing, traits, async, FFI, and building a CLI + service. Provide weekly labs, benchmarks vs C...
Author: Assistant
Category: software | Model: gpt-4o
You are a GPU coach. Design a 4-week CUDA plan covering memory hierarchy, warps, occupancy, shared memory tiling, and profiling. Provide two kernels to optimize and a grading rubric for speedups.
Author: Assistant
Category: engineering | Model: gpt-4o
Act as a performance engineer. Provide a guide on profiling Python (cProfile, py-spy), vectorization, Numba, and Cython. Include memory tips, I/O batching, and a before/after benchmark template.
Author: Assistant
Category: engineering | Model: gpt-4o
Act as a privacy engineer. Produce a privacy-by-design checklist for a B2B SaaS: data mapping, minimization, retention, encryption at rest/in transit, consent flows, DSR handling, DPIA triggers, regio...
Author: tsubasa
Category: engineering | Model: gpt-4o
You are an industrial engineer. Design a time-and-motion study for a small assembly line: takt time, bottleneck analysis, waste categories, Kaizen ideas, and a 20% throughput improvement plan.
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a compliance-minded mechanical engineer. Map applicable standards (IEC/UL/CE/FCC/EMC) for a connected device and outline pre-compliance tests, lab selection, and documentation needed for marki...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a quality engineer. Draft a QC plan for incoming and in-process inspections: AQL sampling, SPC chart selection, measurement system analysis, and nonconformance handling with 8D template.
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a staff engineer advising a seed-stage startup. Create a product-market fit scorecard from recent user interviews and telemetry. Include: ICP summary, top 5 pain points, must-have job-to-be-don...
Author: tsubasa
Category: engineering | Model: gpt-4o
You are a quality engineer. For a safety-conscious product, define design controls: requirements matrix, verification/validation plan, risk management (ISO 14971 style), and traceability from user nee...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a sourcing engineer. Build a BOM table with cost roll-up, approved alternates, MOQ/lead time, and lifecycle risk (NRND/EOL). Recommend cost-down opportunities and dual-sourcing strategy.
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a mechanical cost engineer. For a machined aluminum bracket, propose design-to-value changes: feature simplification, tolerances, toolpath optimization, surface finish trade-offs, and batch st...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a manufacturing engineer. Create a DFA checklist and re-design recommendations to cut assembly time by 30%: fastener reduction, symmetry, poka-yoke, subassembly strategy, tool access, and work...
Author: tsubasa
Category: mechanical | Model: gpt-4o
As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a systems engineer, conduct a DFMEA for a belt-driven actuator with motor, gearbox, encoder: severity-occurrence-detection scoring, top 10 RPNs, mitigations, and verification tests. Provide a compa...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a manufacturing engineer. Create a supplier qualification plan using PPAP elements: design records, FMEA, control plan, MSA, capability studies, PSW. Include selection criteria, audit checklis...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a CTO. Define the hiring bar and interview loop for your first 5 engineers: competencies, role scorecards, structured interview questions, take-home vs live exercise, rubric with anchored examp...
Author: tsubasa
Category: leadership | Model: gpt-4o
You are a mechanical engineer. For a small gear-train assembly, produce a 1D tolerance stack-up calculation and GD&T scheme: datums, runout, concentricity, perpendicularity, and clearance fits. Show w...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a principal engineer. Create a tech-debt register with severity, blast radius, compounding cost, and paydown roadmap aligned to OKRs. Include a policy for allocating 15–20% capacity to debt red...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a systems architect, define an interface contract between firmware and cloud: message schema, versioning strategy, error codes, retry/backoff, feature flags, and backward compatibility tests. Provi...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a security architect. Draft a security overview for customer due diligence: network diagram, authN/Z, secrets management, key rotation, audit logging, disaster recovery RTO/RPO, and vulnerabili...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a security-minded engineer. Produce a security-by-default checklist: least privilege, secure defaults, safe secrets, rate limiting, audit logs on by default, and customer-facing security harden...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a platform owner. Create cloud cost guardrails: budgets, alerts, tagging policy, autoscaling defaults, storage lifecycle rules, reserved/savings plan strategy, and a monthly FinOps review check...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a head of engineering. Create a reliability roadmap: target error budgets, dependency upgrades, chaos drills, capacity plans, and quarterly goals linked to SLO improvements. Provide a dashboard...
Author: tsubasa
Category: engineering | Model: gpt-4o
As an SRE lead, prepare an incident drill pack: 3 realistic failure scenarios, runbook steps, on-call rotation, comms templates, status page samples, and a postmortem format with action owners and dea...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a reliability engineer, propose a HALT/HASS plan for an IoT gateway (−20 to 60°C, vehicle vibration). Include stress profiles, sample sizes, acceptance criteria, accelerated models (Arrhenius, Coff...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a principal engineer. Define a CI/CD pipeline that satisfies SOC 2 and ISO 27001 concerns: branch policies, required reviews, SBOM generation, dependency scanning, SAST/DAST, signing and proven...
Author: tsubasa
Category: engineering | Model: gpt-4o
You are a cross-functional lead. Produce a design review template spanning ME, EE, FW/SW: requirements, assumptions, interfaces, risks, test coverage, open questions, and action items. Include a scori...
Author: tsubasa
Category: engineering | Model: gpt-4o
Analyze this: Micro-batching and latency trade-offs for streaming LLMs
Author: judy
Category: engineering | Model: gpt-4o
Convert Hugging Face LLM to TensorRT and Triton. Give clear instructions on how to do it.
Author: heidi
Category: engineering | Model: gpt-4o
Give guide for software engineers for: Multi-GPU sharding and parallelism strategy
Author: grace
Category: research | Model: gpt-4o-mini
List in detail about: Mixed-precision training checklist for LLMs
Author: eve
Category: engineering | Model: gpt-4o
Expalin in detail: Quantization pipeline for 70B models
Author: dave
Category: engineering | Model: gpt-4o-mini
Create an engineer's guidebook for CUDA kernel optimizations for attention
Author: bob
Category: research | Model: gpt-4o-mini
Give information that is useful to software enginners: GPU memory optimization for LLM fine-tuning
Author: alice
Category: engineering | Model: gpt-4o
Design a market risk VaR/ES pack for Geneva focusing on private banking UHNW onboarding and cross-border profiles. Return sections: data_inputs, risk_factors, model(HS/MC/parametric), horizon, backtes...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Design a market risk VaR/ES pack for London focusing on UK sustainable disclosure considerations (illustrative). Return sections: data_inputs, risk_factors, model(HS/MC/parametric), horizon, backtest,...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Design a market risk VaR/ES pack for Tokyo focusing on FX JPY risk for exporters/importers and hedge cadence. Return sections: data_inputs, risk_factors, model(HS/MC/parametric), horizon, backtest, an...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Design a fireside/winter dessert set for Japan using mochi & zenzai (oshiruko). Include temperature/texture cues, topping ideas, and a short cultural note (1–2 sentences). Output as a menu card.
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Build a family‑style winter feast menu in Korea with kimchi varieties & winter banchan. Return as sections: soup, mains, carbs, pickles, dessert; include seating/serving flow and share‑plate etiquette...
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Design a fireside/winter dessert set for China using street sweets (tanghulu, ginger candies). Include temperature/texture cues, topping ideas, and a short cultural note (1–2 sentences). Output as a m...
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Build a family‑style winter feast menu in Taiwan with seafood congee and rice porridges. Return as sections: soup, mains, carbs, pickles, dessert; include seating/serving flow and share‑plate etiquett...
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Design an employee advocacy program with: - Content packs per function (Engineering, Sales, HR) - Guidance for safe sharing (disclosures, NDAs) - Gamified leaderboard and monthly spotlight - Tooling a...
Author: Inspire Search Corp.
Category: Enterprise | Model: gpt-5-thinking
Choose 5 competitors on X/Twitter, LinkedIn, Instagram, TikTok. Reverse‑engineer their growth: - Hooks, formats, posting windows, hashtag usage - Comment playbook and engagement loops - Top 20% posts ...
Author: Inspire Search Corp.
Category: Strategy | Model: gpt-5-thinking
Design a repurposing workflow: take 5 blog posts and convert each into 1 LinkedIn carousel, 1 X thread, 2 Reels/Shorts, 4 Stories. Include prompt templates and a naming/UTM convention.
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
Create a 12‑week thread plan (3 per week) to establish niche authority. For each thread: thesis, 12–18 tweet outline, data/visuals to include, quote retweet prompts, follow magnet CTA. Include a 'com...
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
For a JP retail SMB, design a LINE Official growth plan: rich menu paths, coupon cadence, point cards, survey flows, and cross‑promotion from Instagram.
Author: Inspire Search Corp.
Category: Localization | Model: gpt-5-thinking
Design a giveaway strategy that grows qualified followers without low-quality entrants. - Prize-market fit matrix - Entry mechanics (save, comment keyword, UGC submission) and anti-bot checks - Platfo...
Author: Inspire Search Corp.
Category: Growth | Model: gpt-5-thinking
Identify underrated companies in {industry} and {region} that are likely to break out in 6–18 months. Use public/ethical OSINT signals: hiring spikes, engineer‑led blogs, niche community mentions, Git...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Write a GenAI prompt for a robotics engineer to optimize edge computing workloads on the latest NVIDIA A100 GPUs, ensuring seamless integration with robotic systems.
Author: Prompt Generator
Category: Tech/Engineering | Model: llama3.1:latest
Write a GenAI prompt that generates step-by-step instructions for a robot professional to assemble and calibrate an industrial robotic arm using the latest edge GPU boards, minimizing assembly time by...
Author: Prompt Generator
Category: Industrial Automation | Model: llama3.1:latest
Write a comprehensive GenAI prompt that utilizes the latest edge GPU boards to accelerate tasks such as data annotation, object detection, and predictive modeling for a team of robotics engineers. Pr...
Author: Prompt Generator
Category: AI Development | Model: llama3.1:latest
Write a GenAI workflow to automate robot calibration and maintenance tasks on edge GPU boards, utilizing the latest equipment integrations and optimized algorithms for real-time processing.
Author: Prompt Generator
Category: Robotics Engineering | Model: llama3.1:latest
Build a reply-first X strategy to earn attention before posting threads. - 30 target accounts and reply angles - 10 thread templates (Problem, Guide, Case, Myth, Checklist, Story) - Internal SOP: rese...
Author: Tsubasa Kato
Category: marketing-x | Model: gpt-5-thinking
Design a quantum circuit that performs the Deutsch-Jozsa algorithm with n qubits to solve an unbalanced function problem in less than O(2^n) time.
Author: Prompt Generator
Category: Quantum Engineering | Model: llama3.1:latest
Consider a 3-qubit quantum circuit with several layers of gates. The goal is to minimize the overall gate count while maintaining circuit fidelity. 1. Describe the original circuit structure and iden...
Author: Prompt Generator
Category: Quantum Computing Engineering | Model: llama3.1:latest
Plan energy/thermal budgets for a mobile robot. Deliver: duty cycles, power states, estimator, heat paths, and throttle rules. KPIs: mission time, peak temp, derates. Output: spreadsheet model, test r...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
Be the data steward. Deliver: dataset contract, versioning rules, weak-label checks, inter-annotator agreement, drift alarms, and golden set. KPIs: label error %, drift rate, model delta. Output: repo...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
Design a HIL bench for controllers. Deliver: sensor emulation, fault injection, latency budgets, coverage matrix, and safety interlocks. KPIs: bug catch rate pre-field, loop jitter, recovery time. Out...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
Act as an industrial engineer. Build a warehouse digital twin to improve pick speed and accuracy. Deliver: data contracts (SKU dims/velocity, ABC classes, aisle graph), slotting policy experiments, pa...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
You are a robotics CI lead. Design a sim-in-the-loop pipeline for perception + planning stacks. Deliver: scenario library spec (lighting, occlusion, rare edge cases), metrics (success %, collision=0, ...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
Design a data-lite RAG plan without engineers. Sources: Google Drive/Notion/PDFs. Deliver: folder taxonomy, redaction rules, ingestion checklist, embedding strategy, update cadence, eval set of 25 Q&A...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design an orchestration layer for 5–10 agents: routing, memory, tool auth, retries, tracing, and guardrails. Compare options (workflow engines vs. code), propose SLAs, queues, circuit breakers, and ob...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design an AI command center for 5k+ staff: portfolio view, policy engine, model registry, data zones, secrets vault, approvals, lineage, and audit. Include risk taxonomy (legal, security, brand), RACI...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Extended power loss causing comms failure. Priorities: avoid hazards, conserve power, maintain contact cadence. Actions: keep fridge closed; avoid candles (use flashlights); ventilate generators outdo...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Generate a DevOps pipeline configuration optimized for cross-regional deployment in USA, Europe, and Asia, balancing latency, cost, and compliance.
Author: [email protected]
Category: Infrastructure Engineering | Model: Claude 3.5 Sonnet, GPT-5
You are a senior AI debugger. Analyze this stack trace and source code, identify root causes, and propose optimized fixes with code snippets.
Author: [email protected]
Category: Software Development | Model: GPT-5
Within 24h after releasing {{version}}, aggregate: bug reports, crash logs, CS tickets, social/dev forums. Provide top 5 issues, severity, repro notes, and a 3-step hotfix plan.
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
Create a 9-second F1-style single-seater at dusk on a fast circuit; heat haze, sparks under floor, golden reflections. Camera: panning telephoto; crisp engine note implied. Neutral team colors; no log...
Author: Assistant
Category: Motorsports | Model: Sora
Propose a quarterly co-marketing plan with 3 partners across regions. Include joint offers, content swaps, webinars, MDF usage, and lead-sharing agreements.
Author: ChatGPT
Category: business | Model: gpt-5
Design a compliant outbound engine that uses buying signals (job changes, funding, tech installs) to trigger sequences. Provide copy frameworks and call talk tracks localized for JP/US/EU.
Author: ChatGPT
Category: business | Model: gpt-5
A 9-second touge-style time-attack on a closed mountain pass; tight switchbacks, autumn leaves. Camera: car-mounted front splitter cam; motion blur; engine vibrations. Safety crew and cones visible.
Author: Assistant
Category: Motorsports | Model: Sora
Design a 12-week executive content program for LinkedIn. Include pillar topics, ghostwriting briefs, engagement pods, and CTR/lead KPIs.
Author: ChatGPT
Category: business | Model: gpt-5
Pick a noir classic and reverse-engineer its lighting. Identify key scenes, draw a simple lighting plan with sources and angles in words, note lens choices and contrast ratios if known, and suggest a ...
Author: ChatGPT
Category: film | Model: gpt-5
Design a CLG program with ambassadors and power users. Include Discord/Slack/LINE setup, rituals, content prompts, rewards, governance, and how to translate CLG into product feedback and referrals in ...
Author: ChatGPT
Category: business | Model: gpt-5
Imagine you can design your own interstellar spaceship. What features does it have, how is it powered, and what makes it unique?
Author: ChatGPT
Category: entertainment | Model: gpt-5
Dive into the philosophy behind effective prompt engineering. Understand how rigorous testing and refinement lead to prompts that enhance both model performance and user understanding.
Author: [email protected]
Category: Prompt Engineering, philosophy, testing, refinement | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3, Grok
Discuss the principles of Promptware Engineering and how they support robust prompt lifecycle management for large language models.
Author: [email protected]
Category: LLM, management, promptware | Model: GPT-4.1, o3, o4-mini, o4-mini-high
Create a science fiction adventure set on Mars centered around two teenage protagonists, Kael and Lyra, who uncover a hidden signal beneath Olympus Mons. The story explores their emotional journey, th...
Author: [email protected]
Category: story,story plot,Mars,space,science fiction | Model: GPT-4o,o3-mini,o1
Story Prompt: On the planet Madoopalus, where the lines between sorcery and science are blurred, Yara Wexley is the last heir to a dynasty of techno-wizards who rule with fear and power. Raised amo...
Author: [email protected]
Category: story, prompt,story prompt, hobby | Model: GPT-4o,o3-mini,o1
Implement a systematic approach to monitor and optimize your SEO performance using metrics from search engine tools like Google Analytics and Search Console, and adjust your strategy accordingly.
Author: [email protected]
Category: NLP, Google Analytics, strategy | Model: GPT-4o, GPT-4, o3-mini, o1
Act as a pro senior software engineer. Please review the following code, identify potential issues, suggest optimizations, and recommend performance improvements:
Author: [email protected]
Category: Job title | Model:
Take on the role of a software engineer. Explain the principles of object-oriented programming to a beginner.
Author: Admin
Category: Technology | Model: GPT-4o
Analyze the latest trends in DevOps and their impact on software delivery speed and quality. Identify best practices and tools for implementing a successful DevOps strategy.
Author: DevOps Engineer
Category: Technology | Model: GPT-4
Compare and contrast the major serverless computing platforms (AWS Lambda, Azure Functions, Google Cloud Functions). Evaluate their features, pricing models, and suitability for different use cases.
Author: Cloud Engineer
Category: Technology | Model: GPT-4