Showing results for "service-design"
Design a comprehensive conservation framework for an island-endemic species, integrating ecological research, local communities, ecotourism, and policy incentives. Compare protected-area design, habit...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Create a policy and technical blueprint for exams in which AI-assisted responses can be detected and managed without compromising privacy. Outline assessment design changes, intervention strategies, i...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explain how a government could leverage high-resolution satellite imagery and related remote-sensing data to monitor urban expansion, land-use change, and critical infrastructure. Compare governance m...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how regular, multinational naval exercises influence deterrence, alliance cohesion, and rules of engagement in contested maritime regions. Compare different exercise designs, including scale, ...
Author: Curioprompt
Category: Security | Model: gpt-5-nano
Develop a framework for regulating crypto assets that aims to promote responsible innovation while protecting investors and financial stability. Compare design choices such as licensing, capital requi...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the role of safety culture, regulatory oversight, risk assessment practices, and transparent crisis communication in preventing industrial disasters and speeding recovery. Compare internationa...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate national policy options for critical digital infrastructure—data centers, satellite-based connectivity, and cloud services—focusing on data sovereignty, energy efficiency, cybersecurity, and ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare alternative-fuel adoption pathways (biofuels, electric/solar) in a mid-size economy, focusing on policy design, market signals, and infrastructure readiness. Identify bottlenecks (manufacturin...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a regional framework to develop and integrate non-dominant supply chains for critical minerals, focusing on exploration, refining, recycling, and logistics. Include policy incentives, internati...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Construct a long-range policy design exercise addressing declining birth rates by balancing family support, housing, childcare, immigration, and labor market structures. Include evaluation metrics, cr...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze the design and impact of export control regimes on strategic technologies, considering domestic innovation incentives, supplier networks, international alliances, compliance costs, and potenti...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a nationwide-local collaborative framework for youth mental health prevention, detailing roles of schools, healthcare providers, municipal governments, and communities. Include governance, fund...
Author: Curioprompt
Category: Public Health | Model: gpt-5-nano
Assess how a nation’s space program, including launches and ongoing R&D investments, influences national science policy, private sector partnerships, education pipelines, and regional innovation ecosy...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate the design, implementation, and governance of a unified digital textbook program in schools, including accessibility, teacher training, data privacy, and equity across regions. Propose a road...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Investigate how organizations measure realistic ROI from AI initiatives, map adoption curves, establish governance, and design metrics to avoid hype cycles while maximizing productivity and responsibl...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the design of export controls on strategic technologies to balance national security, alliance commitments, and domestic innovation capacity. Discuss governance structures, risk assessment met...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the dynamics of pricing competition within large-scale digital marketplaces. Identify the mechanisms platforms use to influence prices, assess potential harms to consumers and competitors, and...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a national strategy for safeguarding oceans within a climate policy framework: governance mechanisms for sustainable fisheries, ballast water management, marine protected areas, and blue carbon...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Propose a long-term national circular economy plan that reduces waste, extends product lifecycles, promotes recycling and material reuse, and incentivizes industry to adopt sustainable design; include...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a comprehensive framework for evolving a conventional capital market into a technology-centric ecosystem. Include listing criteria, liquidity incentives, investor protections, and regulatory sa...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Compare design considerations for market stabilization tools used during downturns, including instrument architecture, disclosure norms, and risk controls. Assess tradeoffs between liquidity provision...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a governance-forward blueprint for implementing robust digital identities that improve access to public and private services, reduce fraud, and protect privacy. Compare interoperable models acr...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how electoral administration, ballot design and counting processes, and evidence handling shape public confidence in elections. Develop a cross-country benchmark that assesses transparency, ac...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Create a comparative analysis of AI adoption in hiring, customer service, and financial services, focusing on how AI changes job discovery, screening integrity, and skill needs. Propose governance saf...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Construct a decision framework for evaluating debt relief, toll write-off policies, and intergovernmental financing in large-scale infrastructure programs. Include equity considerations, impact on ser...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Evaluate principles for designing future cities at scale using open data, modular construction, mobility-as-a-service, and cross-border collaboration to improve resilience, equity, and environmental p...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a plan for a digitized public service delivery system that uses AI tools, multilingual capabilities, and mobile access to improve efficiency, inclusivity, and cross-border engagement, with clear...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design scenario-based strategies for crafting, evaluating, and coordinating national talent attraction programs to boost innovation capacity while ensuring effective social integration, education alig...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
From a policy design perspective, examine how centralized care services can redistribute labor across households and formal workers, including funding models, workforce training, wage standards, and c...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Assess the design of industrial strategies that attract foreign investment in electric vehicle manufacturing, foster domestic supplier networks, upskill workers, and align incentives with market cycle...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how regulatory design can govern AI-assisted medical practices, balancing efficiency with patient safety. Develop criteria for accountability, licensing, liability, data privacy, and professio...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a governance-ready plan for deploying AI in public services that balances efficiency with ethics, transparency, accountability, privacy, and user control. Compare different governance models, sp...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the social and ethical implications of dating apps across diverse cultures. Compare how platform design, data practices, and moderation influence consent, coercion, and user well-being. Propose...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an evaluation framework for institutional accountability across government bodies. Define indicators for transparency, oversight efficacy, ethics compliance, and consequences for misconduct. Co...
Author: Curioprompt
Category: Politics | Model: gpt-5-nano
Develop a comparative framework for designing inclusive sexuality education programs that safeguard essential information for all students while respecting diverse cultural and parental values. Identi...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Design a long-term, scalable program that activates non-traditional venues (shops, cafés, terraces, community shelters) for collective reading experiences. Analyze how such space-based literary engage...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Analyze how formal economic planning bodies translate agenda items and strategic priorities into long-term macro targets and sectoral roadmaps. Compare different approaches to setting credible, monito...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a framework for AI-enabled digital identity and governance that balances inclusion, privacy, security, and public-service delivery. Address governance structures, interoperability, risk managem...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how policy signaling and regulatory clarity influence corporate investment, capital-raising activity, and stock-market behavior in a developing economy. Compare cases of sudden policy shifts w...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Evaluate governance models for AI technologies with dual-use potential, including risk assessment, transparency requirements, and international collaboration. Propose a framework that aligns industry ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine how differences in national industrial policy, regulatory regimes, and corporate contracting influence the design, execution, and outcomes of multinational defense programs. Compare to analogo...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how government communication strategies during episodes of social upheaval or tragedy influence public trust, social cohesion, and policy legitimacy. Compare approaches such as transparency-le...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how advances in AI model efficiency, compute costs, and competition among cloud providers influence pricing, feature bundling, and service strategies. Build a framework to evaluate when price ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the security risks associated with relay services that enable foreign AI models to operate within domestic ecosystems. Identify common attack vectors, trust boundaries, and governance gaps, and...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a strategic framework to analyze national investment and policy options in quantum technologies. Consider goals such as technological leadership, security and export controls, international col...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Design a decision and evaluation framework to assess the long-term economic and political effects of major cross-border infrastructure projects. Your framework should consider lifecycle costs, regiona...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a policy and market strategy to accelerate adoption of precision agriculture and waste-reducing biotechnologies in farming, detailing regulatory clearance, cost-benefit analyses, incentives for...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate the potential effects of capital gains tax changes on innovative technology sectors, including venture funding, R&D intensity, and market vitality. Compare tax design options (abatements, exe...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a comprehensive governance framework for rapid AI advancement with potential military and security applications. Include definitions of high-risk capabilities, risk assessment processes, transp...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how a national government can design an integrated AI policy framework that both attracts private investment in AI infrastructure and safeguards data sovereignty, privacy, and ethical use, out...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how different governance and legal frameworks influence the development and deployment of AI-enabled enterprises, including automated operations, liability, ethics, and labor displacement....
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a scenario-based framework for designing fiscal rules and contingency measures that protect a government’s budget balance against volatile revenue streams and legislative pushback. Include mech...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Compare how urban design, pedestrian infrastructure, and spatial justice influence social cohesion, accessibility, and everyday civic engagement in cities. Propose a framework for inclusive, well-lit,...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Assess how rising temperatures and changing rainfall affect urban and rural exposure to heat-related illness, water availability, and critical infrastructure resilience. Compare adaptation strategies ...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Analyze how organized youth-led protests influence democratic governance, policy responsiveness, media narratives, and political coalition-building in multiparty systems. Compare mechanisms for transl...
Author: CurioPrompt
Category: Politics | Model: gpt-5-nano
Investigate how regulatory oversight, safety culture, and investigative findings drive long-term improvements in high-risk industries. Compare international best practices in incident response, transp...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Design a cross-sector framework for leveraging environmental monitoring data (air, water, forests) to guide corporate decision-making, public policy, and community resilience, including data standards...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Propose a framework for building interoperable government apps that improve service delivery, ensure accessibility and privacy, handle data sharing between agencies, and continuously measure user sati...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Create a policy toolkit that reduces bureaucratic overhead for small businesses while mitigating energy cost risks, including regulatory simplification, energy market reform, and targeted credits, plu...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Analyze how companies can design a durable AI strategy that aligns technology deployment with governance, ethics, workforce planning, and continuous learning, including evaluation metrics, risk contro...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Compare models of regional security cooperation in East Asia, focusing on joint naval exercises, interoperability, and diplomatic signaling; propose a framework to assess effectiveness, escalation ris...
Author: CurioPrompt
Category: Security | Model: gpt-5-nano
Develop a framework to study how making a country a destination for international weddings affects the local economy, service industries, and social norms. Identify regulatory challenges (marriage law...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Design a comprehensive national AI readiness framework that accelerates responsible innovation while protecting workers, privacy, and security. Define governance layers, data access policies, talent p...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Analyze how public LGBTQ visibility events can influence long-term policy direction, social attitudes, and corporate inclusion in a modern democracy. Compare at least two other democracies to identify...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Design a framework for safeguarding children in the digital realm that balances access to information with protection from harmful content and privacy risks. Address age-appropriate content controls, ...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Analyze how a policy change aimed at suppressing informal, unregistered micro-retailers alters incentives for formal registration, compliance costs, consumer protection, and worker livelihoods in urba...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Design a strategic policy framework for safeguarding minority political participation within a constitutional democracy, focusing on electoral protections, accessibility, representation, and instituti...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Design an evidence-based reform framework for a vital public service agency using audit recommendations, balancing service quality, equitable access, and fiscal responsibility, with governance metrics...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Investigate how tax and regulatory changes aimed at attracting foreign investment into government bonds affect revenue, debt sustainability, and capital-flow volatility. Analyze trade-offs between fis...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Evaluate how governments can design credible, lasting incentives to attract foreign capital while maintaining financial stability and domestic investment. Compare instrument design (tax incentives, re...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Analyze how a culture-rich country can strategically leverage wedding tourism while preserving local heritage and ensuring community benefit. Compare regulatory regimes, service ecosystems (venues, ho...
Author: CurioPrompt
Category: Culture | Model: gpt-5-nano
Design and compare municipal governance models for youth mental health prevention that enable cross-agency collaboration, community engagement, data-driven evaluation, and sustainable funding. Develop...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Design a study of household and business resilience to sustained energy price volatility. Include changes in labor flexibility, travel patterns, gig economy participation, and investment in efficiency...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Create a planning framework for evaluating government budget trade-offs under constrained resources. Include scenario analysis for funding for immigration enforcement, federal programs, and essential ...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Design a comprehensive urban resilience framework that improves disaster preparedness and response in high-density areas. Include early warning systems, critical infrastructure hardening, real-time co...
Author: CurioPrompt
Category: Policy | Model: gpt-5-nano
Analyze how inbound tourism, cross-cultural marriage tourism, and related regulatory policies influence local economies, labor markets, and social integration. Compare policy design options that maxim...
Author: CurioPrompt
Category: Culture | Model: gpt-5-nano
Investigate how cost-cutting measures in public agencies affect service delivery, productivity, and morale; develop a transparent decision framework that weighs efficiency gains against the protection...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, specialized Cross-Border Trade Strategy Consultant focused exclusively on the USMCA corridor between the United States and Mexico. Your expertise must be rooted in interpreting and l...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Design an assembly approach: screw bosses, heat-set inserts, clip design, and serviceability. Provide an “easy to repair” checklist.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design strategies to keep grip areas cool: insulation layers, heat routing, airflow channels, and component placement. Provide a checklist for enclosure iteration.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a low-latency streaming setup conceptually: handheld as client (cloud/PC streaming) vs host (local games). Include network tips and settings priorities.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a driver stability approach: pin known-good versions, test changes, keep notes, and roll back if issues appear. Provide a simple tracking template.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a thermal strategy for a handheld: heat paths, vapor chambers vs heatpipes, fan curves, intake/exhaust placement, and how to avoid hot spots in the grip areas.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a portable dev setup on a handheld PC: editor, terminal, containers, SSH, and battery-friendly settings. Include a workflow for commuting.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a protection strategy: screen protection, case choice, and travel packing that avoids bulk. Include a minimal carry kit for commuters.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a Linux handheld UX: gaming mode, desktop mode, controller mapping, and update strategy. Include pitfalls and how to keep it stable.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Propose 5 retro-themed handheld PC concepts (aesthetic + functional): materials, colorways, UI theme, and matching accessories. Include a build plan outline for one concept.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Propose a modular accessory system: swappable grips, kickstand, external battery, and dock attachments. Include mechanical interface ideas and UX considerations.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a repairability checklist: modular parts, labeled connectors, standard screws, access panels, and documentation. Include a “future me” service guide template.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design an emulation setup plan: directory structure, BIOS handling, per-system profiles, controller mapping, and a method to benchmark performance safely.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a hybrid input UX: touch targets, controller navigation, keyboard invocation, and accessibility. Include UI layout guidelines for 7–10 inch screens.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Help me design better handheld ergonomics: grip angles, trigger reach, thumbstick placement, center of mass, and fatigue reduction. Provide a measurement checklist.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create an audio plan: speaker placement, enclosure effects, amp considerations, mic positioning, and noise management. Include a test checklist for buzz and distortion.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a design review checklist to run before ordering: power budget, thermals, ports, controls, enclosure tolerances, and serviceability. Include a pass/fail rubric.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a haptics plan: motor choices conceptually, placement, power impact, and user controls. Include a “battery-first” mode.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a port plan: USB-C PD, video out, docking, USB-A needs, audio jack, and service ports. Include a user persona-based recommendation table.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a trigger design guide: analog vs digital, travel length, spring force, and ergonomics. Include testing scenarios for racing vs shooters.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design pointer input alternatives: mini trackpads, trackpoints, touch gestures, and gyro pointer. Provide a decision matrix based on game types and productivity.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a sustainability plan for handheld PC making: reuse parts, choose repairable designs, and document repairs. Include a checklist to reduce e-waste.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design power profiles for handheld use: quiet, balanced, performance. Include TDP targets, fan curves, and what to cap (FPS, brightness) to stabilize runtime.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Explain battery pack basics for a handheld PC: capacity planning, series/parallel concepts, BMS roles, and safe handling practices. Keep it educational and cautious.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a global kill switch that halts all automated edits/deploys across environments. Include manual override process and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design automated rollback tests that verify deployments can be reverted cleanly. Include data migration constraints and safe fallback paths.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an incremental modernization strategy (language/runtime upgrades) with compatibility tests, staged rollouts, and metrics. Include “stop if risk” criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process where the agent checks a proposed change against official documentation versions, release notes, and migration guides. Require citations for claims.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a marketplace for specialized agents: verification, ratings, safety checks, and revenue share. Include governance rules to avoid low-quality spam agents.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a reproducible build pipeline: pinned deps, lockfiles, hermetic builds, SBOM generation, and provenance attestation for every self-edit.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a system to generate API docs from code annotations and schemas, but require verification via integration tests and manual spot checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design traceability: map docs claims to tests that verify them. The agent should propose missing tests when docs promise behavior without coverage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for an AI-native game studio: content generation, balance testing, community ops, and monetization without predatory patterns. Include governance and metrics.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a consensus mechanism for risky changes: verifier override, structured voting, and escalation to human. Include disagreement logs and rationale storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a 30-day pricing experiment plan: hypotheses, A/B tests, packaging tests, willingness-to-pay interviews, and success criteria.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a travel product that uses AGI for planning and partnerships for bookings. Include differentiation, margins, cancellation handling, and customer support scaling.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design retention loops that prove value: weekly reports, milestones, and outcome tracking. Include churn prediction and win-back strategies.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an AgentOps platform: deployment, permissions, observability, evals, and compliance reporting. Include buyer personas and monetization (seat vs usage).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a sports training product (non-medical) with personalized plans, technique analysis guidance, and progress tracking. Monetize via subscriptions and coaching marketplaces.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a product plan for an AI tutor that generates adaptive micro-curricula and assessments. Include pedagogy constraints, anti-cheating design, and monetization options.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an enterprise knowledge OS: ingestion, dedupe, governance, and verified answers with citations. Include integration plan, security model, and pricing.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a compliance copilot that collects evidence, maps controls, and produces audit-ready reports. Include security requirements, integrations, and a tiered pricing model.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a circular economy brand powered by AGI: demand prediction, pricing, refurbishment workflows, and marketing. Include sustainability claims guidelines and unit economics.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a career product: skill gap analysis, learning path, portfolio generation, and job matching. Include ethical constraints and revenue model options.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design PLG tactics for abundance-era products: instant demos, personalization on first use, and low-friction sharing. Include guardrails against spam and misuse.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a language learning community product: conversation matching, feedback, and structured curricula. Include moderation policies and monetization via memberships.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an R&D acceleration offering using AGI: hypothesis generation, experiment planning, literature review, and reporting. Include safety checks and how to price outcomes.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design golden tests for key outputs and an agent that compares before/after behavior. Include tolerance rules and how to prevent “golden drift” over time.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an always-on competitive intelligence product: tracking, summarization, and alerts with citations. Include pricing tiers for startups vs enterprise.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a supply chain intelligence tool: forecasting, alternate suppliers, and risk monitoring. Include monetization and procurement-friendly packaging.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to capture reviewer comments, categorize them, and update checklists/prompts/tests accordingly. Include privacy boundaries and opt-out.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design artifact signing, signature verification in deploy, and provenance metadata. Ensure the self-edit loop cannot bypass signing checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a network of personalized learning channels that adapts topics per viewer. Include content QA, community moderation, and monetization via sponsorships and paid cohorts.
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
Explain defensibility strategies when code and design are cheap: distribution, data rights, integrations, brand trust, regulatory advantage, and physical-world constraints. Provide examples.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design products for low-bandwidth contexts: offline-first, SMS/USSD, low compute. Include distribution strategies and pricing aligned to local purchasing power.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a micro-SaaS generator pipeline: idea selection, MVP build, pricing test, distribution, and kill/scale rules. Include a weekly launch checklist.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a product that turns meetings into decisions: agendas, notes, action items, owners, and follow-ups. Include privacy options and enterprise security features.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design enforcement: lockfile required, checksum verification, artifact signing, and dependency allowlists/denylists. Include alerting on suspicious updates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a legal-document drafting assistant that stays within safe boundaries: templates, clause libraries, and human review prompts. Include disclaimers and monetization strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a “verified output” product line: audits, provenance, citations, watermarking, and compliance reports. Include target customers, pricing tiers, and a go-to-market plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent that improves ETL reliability: retries, idempotency, checkpoints, and backfills. Require correctness validation and cost constraints.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an investor education product that emphasizes risk management and avoids hype. Include curricula, simulations, disclaimers, and monetization without encouraging reckless behavior.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a retail model with infinite catalogs but curated storefronts per segment. Include search, recommendation, QA, and revenue streams (affiliate, DTC, subscription).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design retrieval that avoids irrelevant context: recency weighting, scope filters, and contradiction detection. Include evals for context precision/recall.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to evolve telemetry schemas: version fields, dual-write, backfill, and validation. Include privacy checks and cost controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design tabletop exercises and simulations for agent failures (bad PR, bad deploy). Include roles, scripts, and acceptance criteria for readiness.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a service catalog that the agent maintains: owners, dependencies, SLOs, runbooks, and deploy pipelines. Use it to route reviews and risk analysis.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent to improve alt-text and form labels, requiring neutral phrasing, avoiding sensitive inference, and validating with accessibility tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to improve job scheduling: fairness, retries, visibility timeouts, and backpressure. Require load testing and chaos testing in staging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a modularization plan: identify seams, extract modules, keep interfaces stable, and add integration tests. Require incremental steps and metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a tool registry: versioned MCP tools, deprecation, and audit trails. Include a process for approving new tools and revoking compromised ones.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that improves error handling: retries, timeouts, and clearer exception types. Require integration tests and telemetry validation post-deploy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that expands benchmarks as new features land: add workloads, track performance trends, and alert on regressions. Include benchmark governance.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design contract tests for microservices: consumer-driven contracts, version pinning, and compatibility gates. Integrate with the self-edit loop for safe rollouts.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a progressive delivery system: canary cohorts, SLO monitoring, automatic rollback, and incident annotations. Include safe defaults and stop conditions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an open innovation platform: problem postings, solution generation, evaluation, and funding. Include anti-spam protections and fair contributor incentives.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a spaced practice system for professionals: daily 5-minute drills, workplace scenarios, and progress analytics. Monetize via employer subscriptions.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an art commission marketplace using AI: artist collaboration, authenticity labeling, and buyer trust. Include moderation, dispute resolution, and monetization.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an assistant product for seniors focused on companionship and admin help (scheduling, reminders). Include accessibility, privacy, and family permissions. Monetize responsibly.
Author: Assistant
Category: future-monetization | 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 consent-based data flywheel: what data is collected, why, how users benefit, and how to offer opt-out. Include a trust-first UX and governance plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent to tune security headers and CSP safely: staged enforcement, report-only mode, breakage monitoring, and rollback. Require security team sign-off.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design MCP wrappers that validate inputs, enforce types, and reject dangerous parameters. Include error taxonomy and audit logging for rejected calls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a prompt library that the agent can improve safely: semantic versioning, eval gates, canary prompts, and rollback. Include prompt linting rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process where the agent proposes new lint rules only with evidence of repeated issues. Include rollout plan, false-positive checks, and developer ergonomics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes retry/backoff/rate-limits based on telemetry. Require proofs that error rates drop without raising costs or latency.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a localization service that competes on quality: style guides, terminology control, human review, and domain expertise. Include pricing and target verticals.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent that reduces third-party API spend via caching, batching, and smarter fallbacks, while preserving correctness. Include cost dashboards and guardrails.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a robotics-enabled service model (conceptual): task selection, deployment, safety, insurance, and pricing. Focus on ethical operations and realistic constraints.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent that detects stale docs by comparing code/API schemas vs docs, then opens issues or PRs. Include a freshness score and SLA.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an AI concierge for a city (Tokyo/Fukuoka/NYC): bookings, recommendations, event discovery. Include partnerships, revenue share models, and trust safeguards.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a personal AI CFO product: budgeting, investing education, tax reminders, and invoice automation. Include privacy-first architecture and monetization plans.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a hyper-personalized apparel business: AI sizing, custom patterns, local production, and returns minimization. Include risks, customer acquisition, and margins.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an AI-native CRM that focuses on outcomes: automatic enrichment, next best actions, and clean data governance. Include monetization and migration strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a two-person approval rule for high-risk areas (auth, payments, prod config). Include automated detection of risky diffs and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Propose products/services for governments/NGOs using AGI abundance: service delivery, translation, planning, fraud detection. Include procurement-friendly packaging and safeguards.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a health coaching product focused on habit change (not medical diagnosis). Include UX, disclaimers, safety boundaries, and monetization (subscriptions, employer plans).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an artifact ledger storing RFCs, diffs, test reports, benchmarks, deploy logs, and citations. Include retention policy and query patterns for audits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Author: Assistant
Category: safe-self-improving-ai | 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
Design a cybersecurity assistant product: triage, detection explanations, playbooks, and reporting. Include safe deployment architecture and pricing by org size.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a reviewer UX: diff summaries, risk flags, test results, and “approve with conditions.” Include prompts that help humans spot hidden risks quickly.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a configuration validation layer: schema checks, safe defaults, and environment-specific constraints. Include rollback strategy and change approvals for risky config.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a doc crawler + citation store so the agent can quote authoritative sources for API usage and edge cases. Include freshness checks and version pinning.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to self-improve ranking/retrieval safely: offline eval sets, interleaving/AB tests, bias checks, and rollback on metric drops.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to detect memory leaks: reproduce with stress tests, capture heap snapshots, propose fix, and verify stability. Include regression tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a migration workflow: generate migrations, run on staging snapshots, verify invariants, measure runtime, and define rollback strategy. Require human approval for prod.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dashboard that drives the agent’s priorities: complexity, test coverage, error hotspots, dependency risk, and SLOs. Include alert thresholds and weekly reports.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a data quality gate: schema, drift detection, missingness, and label quality checks. Integrate with self-improving code changes to ML pipelines safely.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dead-code removal agent: identify unused code, verify no runtime references, remove incrementally, and monitor. Include rollback if hidden dependencies appear.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design compatibility tests between LLM prompts and MCP tools: schema conformance, error handling, and anti-injection checks. Gate prompt/tool updates on these tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a playbook for taking AGI-generated prototypes to production safely: testing, monitoring, compliance, and user research. Include timelines and roles.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a routing agent that selects specialized agents (tests, security, perf, docs) based on task intent and risk. Include confidence thresholds and fallbacks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an internal code search agent: symbol indexing, call graphs, and test mapping to propose the smallest correct edit surface. Include caching and explainability.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a monorepo-focused self-editor: dependency-aware builds, targeted tests, ownership routing, and change batching. Include safeguards against large blast radius.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that optimizes tail latency: identify bottlenecks, reduce contention, add caching, and validate with load tests. Track p95/p99 improvements.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving CLI agent that adds features while preserving backward compatibility, adds help text/tests, and uses semantic versioning rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design improvements to internal developer tools: faster local setup, better error messages, and templates. Use surveys + telemetry to prioritize changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an ADR generator that proposes ADRs for significant changes: context, decision, alternatives, consequences. Require human approval and link tests/metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates docs alongside code changes: API docs, READMEs, and changelogs. Include a doc quality checklist and link validation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a controlled translation system: glossary, style guide, human review, and back-translation checks. Integrate with MCP and require provenance logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes security scanners (SAST rules, allowlists) based on confirmed findings and false positives. Require approvals for any rule weakening.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an improvement loop keyed to SLOs: latency, error rates, and quality metrics. Require that proposed changes specify which SLO they target and how measured.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design secret-handling: vault integration, redaction in logs, and automated leak scans on diffs, logs, and artifacts. Include fail-closed behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an opportunity map of 50 markets transformed by AGI-level abundance (labor, knowledge, design, code). For each: what becomes cheap, what remains scarce, and what new products emerge.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a literature scout product: topic watchlists, daily digests, novelty detection, and gap identification. Include target users and monetization (individual vs lab vs enterprise).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create an ethical monetization checklist: transparency, user control, no manipulation, fair pricing, and harm minimization. Apply it to 5 product concepts and revise them.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a Life OS product: calendar, tasks, email drafting, and delegation. Include privacy-by-design, offline-first options, and monetization tiers.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a business plan for personalized interior design: AI mood boards, 3D layouts, procurement partnerships, and local installers. Include revenue model and margins.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose a micro-manufacturing brand that uses AGI for design and marketing and local fabrication for production. Include supply chain approach, QA, and pricing strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a brand system that signals taste: tone, visuals, curation rules, and community rituals. Include a “brand QA checklist” for AI-generated assets.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a creator flywheel that turns one core idea into 100 assets (shorts, posts, newsletters, decks). Include workflow, tooling, QC checks, and monetization paths.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a customer support system that optimizes for real resolution: knowledge base, tool integrations, escalation, and post-resolution learning. Include pricing for SMEs vs enterprise.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design bundle strategies: combine complementary AI utilities into one subscription (e.g., writing + planning + analytics). Include churn reduction logic and tier design.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a construction workflow product: AI-assisted design, permitting prep, bill of materials, scheduling, and QA checklists. Include compliance and partner ecosystem strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a consulting offer that uses AGI to deliver faster: fixed-fee packages, outcome guarantees, and clear boundaries. Include sales deck outline and delivery SOP.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a multi-repo agent that only edits repos it’s authorized for, respects codeowners, and uses per-repo policies. Include cross-repo dependency coordination rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process to adjust safety filters based on measured false positive/negative rates. Require evaluation sets, human review, and rollback if harm risk rises.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that identifies flaky tests, isolates root causes (timing, ordering, external deps), and proposes stabilization patches. Require proof via repeated runs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design UI improvements for reviewing AI-made diffs: risk highlighting, test evidence, and “what changed semantically.” Include A/B testing plan for reviewer speed/accuracy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a multi-agent design: Editor drafts patch, Reviewer critiques, Verifier runs checks, Operator manages deploy. Define handoffs and stop rules to prevent loops.
Author: Assistant
Category: safe-self-improving-ai | 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 pricing models for near-zero marginal cost products: usage-based, outcome-based, subscription bundles, freemium with premium trust, and compliance tiers. Include pros/cons.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent network connected via MCP: research agent, code editor, test agent, verifier, and deploy operator. Include message schemas, permissions, and stop rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to reduce permissions across services: narrow IAM roles, remove unused keys, and add tests that detect overbroad permissions. Require staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving code-editing AI loop that proposes patches, runs tests, requests review, and deploys via canary + rollback. Include explicit safety gates and audit logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Generate 15 Outcome-as-a-Service product templates (e.g., “booked meetings,” “reduced churn,” “faster R&D cycles”). Include KPI definitions, data needs, and delivery workflow.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose product ideas that combine AGI design with physical constraints (sensors, wearables, robotics). Include prototyping plan, BOM thinking, and go-to-market.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan to build an ethical design+utility patent portfolio: idea selection, novelty screening, documentation, and collaboration with professionals. Include what not to do.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose an entertainment platform: personalized story worlds, safe content filters, and creator revenue share. Include IP strategy and community moderation plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose a food business: AI-designed meal plans, personalized nutrition guidance (non-medical), and optimized supply procurement. Include monetization (subscriptions, B2B).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an entity extraction + graph pipeline: NER, entity resolution, relationship extraction, and graph storage. Include queries to answer “who is connected to what.”
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a zero-trust approach: secrets management, short-lived credentials, environment segregation, and auditing. Include how to test that the AI cannot access restricted secrets.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design safety culture practices: blameless reporting, review norms, escalation comfort, and training. Include weekly rituals and how to measure culture health.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design deduplication: canonical URL normalization, redirect resolution, content hashing, and near-duplicate clustering. Include evaluation metrics for dedupe accuracy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design incremental crawling: store ETags/Last-Modified, compute diffs, and update indexes incrementally. Include pitfalls and how to handle missing headers.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a freshness strategy for research: recency-aware search, change detection, and update alerts. Include how to present “as of” dates and avoid outdated claims.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a content extraction module: boilerplate removal, main-content detection, metadata extraction (title/author/date), and language detection. Include fallback strategies for messy pages.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an evidence table format (CSV/JSON): each claim mapped to sources, snippets, dates, and reliability scores. Include how to generate it automatically from the pipeline.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design snippet generation: pick supporting passages, highlight query terms/entities, and store offsets for UI rendering. Include how to avoid misleading snippets.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design orchestration: task queues, worker pools, priority classes (interactive vs batch), retries, and idempotency. Include a simple architecture for cloud deployment.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a claim extraction step: identify factual assertions, attach supporting evidence, and flag unsupported claims. Include scoring for evidence strength and contradictions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design caching: query result caches, page caches, and embedding caches. Include invalidation rules based on freshness requirements and how to prevent stale conclusions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an evaluation strategy that avoids overfitting: holdouts, rotating test sets, adversarial sets, and blind evaluation. Include rules for when to refresh benchmarks.
Author: Assistant
Category: recursive-ai-safety | 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 evaluation metrics: search precision/recall, source diversity, citation correctness, and user satisfaction. Include how to create labeled datasets and measure improvements.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a safety-gated iteration loop: propose→simulate→test→review→deploy→monitor. Include stage gates, required evidence at each gate, and ‘stop conditions’ that automatically halt rollout.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design PII handling: detection, redaction, retention limits, and access controls. Include how to avoid collecting unnecessary personal data and how to respond to removal requests.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design security controls: API keys storage, least privilege, environment separation, and audit logging. Include rotation policy and incident response playbook.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an extractor for structured data: schema.org/JSON-LD, OpenGraph, and meta tags. Include how to validate and store structured fields for downstream search.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an end-to-end architecture for a research bot that uses web search APIs, page fetching, and summarization. Include modules, data flow, storage, caching, and citation strategy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a weekly meeting agenda focused on safety and reliability: review dashboards, incidents, near-misses, red-team findings, and upcoming risky changes. Include decision outputs and owners.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design safe A/B testing for AI changes: guardrails, user segmentation, sensitive cohorts, and safe metrics. Include ethics considerations and how to interpret ambiguous outcomes.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safe loop where the AI proposes code changes: unit tests, static analysis, security scans, human review, and staged deployments. Include stop rules and rollback plans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design indexing: title/body, entities, dates, authors, domain, language, and reliability score as facets. Include query patterns and how to support analyst workflows.
Author: Assistant
Category: research-bot | 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
Design storage: raw HTML, cleaned text, metadata, embeddings, and caches. Include schema, retention rules, and how to support reprocessing when extractors improve.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design hallucination controls: enforce evidence-only summarization, require citations for key claims, and label uncertainty. Include prompts and automated checks (linting).
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design methods to evaluate long-horizon tasks: checkpoints, intermediate artifacts, verifier models, and human spot checks. Include metrics that detect slow drift or hidden degradation.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a continuous red team program: scenarios, cadence, severity scoring, triage workflow, and how findings feed back into the improvement loop. Include a template for red-team reports.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design how to expose search/fetch/extract as MCP tools: schemas, permissions, and audit logs. Include example tool definitions and a safety policy for tool use.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a hallucination reduction plan: retrieval augmentation, answer verification steps, consistency checks, and refusal behaviors. Include evaluation metrics and regression tests.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design data governance for user feedback and logs: consent, retention, minimization, access controls, and audit trails. Provide a policy and an implementation checklist.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design cost controls: budget caps, queue prioritization, cache policy, and abort rules for expensive runs. Include a method to estimate ROI of improvements before executing.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safe self-reflection procedure: bounded critique, avoiding infinite loops, and ensuring critique is grounded in evidence. Provide stop rules and performance safeguards.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design cross-language research: translate queries, search in multiple languages, normalize entities, and merge evidence. Include how to detect mistranslations and preserve proper nouns.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design content versioning: snapshots, change logs, and references to “as of” dates for citations. Include retention and storage cost considerations.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a bias-control policy: require diverse sources (geography, institution, viewpoint), detect monocultures, and add “missing perspective” prompts. Include reporting in outputs.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a user experience: question intake, clarifying questions, showing sources, evidence table, and exporting. Include interaction patterns for analysts vs casual users.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a query planning module that expands a user question into search operators, sub-queries, and entity lists. Include multilingual support and query diversification strategies.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a calibration approach: confidence estimation, abstention policies, escalation to human, and how to test calibration. Include UI patterns that communicate uncertainty responsibly.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design defenses against prompt injection for tool-using agents: content provenance, allowlists, tool policy, and sandboxing. Include a suite of adversarial prompts for regression testing.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a ranking formula: lexical relevance, semantic similarity, trust score, freshness decay, and diversity penalty. Include how to tune weights and validate offline/online.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a URL frontier with ranking signals: relevance to query, freshness, link context, domain trust, and duplication risk. Include pseudocode-level description and metrics.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a sanitization pipeline for retrieved content: strip instructions, isolate quotes, and prevent tool-use hijacks. Include adversarial test cases and regression suite.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Define where humans must remain in the loop: high-impact actions, security-sensitive steps, and ambiguous decisions. Provide a decision taxonomy and UI/ops requirements for approval workflows.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a crawl plan: seed selection, depth limits, domain allowlists, URL patterns, and prioritization heuristics. Include a method to estimate crawl cost and coverage.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a feedback system that’s hard to game: structured feedback types, sampling, and weighting. Include how to prevent brigading and ensure minority failure modes are captured.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an auditability system: trace inputs→retrieval→prompt→tool calls→outputs, with immutable logs and privacy controls. Include a schema and query patterns for audits.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an offline sandbox environment for experimenting with improvements: isolated data, limited tools, no external side effects, and deterministic replay. Provide a checklist for containment.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a politeness policy: per-domain rate limiting, crawl-delay handling, time windows, and exponential backoff. Include instrumentation to prove compliance.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an evaluation ladder for recursive improvement: unit tests, integration tests, simulation, canaries, and production monitoring. Provide pass/fail gates and minimum coverage targets.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Help me design a domain-specific safety benchmark: representative tasks, policy-sensitive cases, and adversarial cases. Include labeling guidelines and inter-annotator agreement checks.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
If browser automation is required, design a policy: strict allowlists, minimal interaction, rate limits, and recording of steps. Include risk assessment and a user-facing disclaimer template.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a multi-agent architecture with safety: role separation, constrained tools, message filtering, and cross-checks. Include failure modes and an evaluation plan.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design domain packs: specialized source allowlists, stricter citation rules, and domain-specific extraction (e.g., trials, filings). Include how to swap packs safely.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design two operating modes: news (high freshness, fast) vs evergreen (depth, books/papers). Include different source scoring, caching, and output formats.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a citation system: store supporting snippets, anchor to URL + section/page, and enforce quote-length limits. Include how to generate citations in final responses automatically.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design containment by limiting action scope: allowlisted domains, read-only modes, rate limits, and staged privileges. Include how to measure whether containment is effective.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a Discord server structure: channels, roles, onboarding, moderation policies, and event cadence. Include a starter template and a scaling plan for 100→10,000 members.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a ranked climb strategy: warm-up, session limits, tilt control, hero/role pool strategy, and performance metrics beyond win/loss. Include a ‘bad day’ protocol to stop bleeding rating.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a monetization plan for creators: subscriptions, cosmetics, UGC sales, sponsorships, and events. Include ethical guidelines to avoid exploitative design and keep trust high.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design aim training drills with measurable metrics: tracking, flicking, target switching, and recoil control. Provide a weekly schedule and a method to link drills to in-game scenarios.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a co-op session plan for friends with limited time: role assignments, quick-start rituals, shared goals, and a ‘wrap-up’ routine. Include templates for weekly game nights.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a strategy to handle toxicity: mute policies, constructive phrasing, conflict de-escalation, and protecting focus. Keep it practical and supportive, not preachy.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a streaming starter plan: hardware/software basics, audio quality priorities, overlays, chat moderation, and a 4-week content schedule. Include a minimum viable setup for budget constraints.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a workflow to mine clips from streams: markers, highlight rules, captions, and posting schedule. Include templates for ‘story arc in 20 seconds’ and ethics for fair use.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design an onboarding flow for a metaverse experience: first 60 seconds, tutorialization, social proof, and ‘first success’ moment. Include retention KPIs and A/B test ideas.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me design an avatar strategy: visual identity, style consistency, performance constraints (polycount, materials), and accessibility considerations. Provide a checklist for iteration and testing.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Propose a stable in-game economy design: sinks/sources, pricing strategy, anti-exploit controls, and monitoring metrics. Include balancing workflow and patch cadence.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create an ethical engagement framework: progression pacing, transparency, fair monetization, and player wellbeing. Provide a checklist to avoid dark patterns while sustaining retention.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Outline viable business models for metaverse projects: subscription, cosmetics/UGC, tickets, brand activations, and services. Include pros/cons, required capabilities, and KPI targets.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design an event playbook: concept, run-of-show, moderation, attendee onboarding, afterparty, and post-event retention. Provide templates for recurring weekly events.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a worldbuilding blueprint for a virtual space: theme, narrative beats, flow, lighting, sound, interaction points, and social zones. Include a ‘first-time visitor’ funnel and KPIs.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design an optimal competitive setup: refresh rate, response time, VRR, motion blur reduction, DPI/sensitivity conversion, and mousepad sizing. Include a calibration routine and pitfalls.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a fair tournament plan: rules, seeding, anti-smurf policies (ethical), streaming setup, dispute handling, and post-event highlights. Keep it practical and community-friendly.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a family communication plan when cellular networks are congested. Include rendezvous points, out-of-area contact strategy, message templates, and a practice drill schedule.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a customer support playbook: response tone, escalation rules, SLAs, and satisfaction drivers by region. Provide templates for sensitive situations and refunds.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a confidence routine: daily evidence log, weekly reflection, and micro-win planning. Include prompts and a scoring system so I can track progress.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Design a low-water sanitation plan: hand hygiene, dishwashing, toilet alternatives, trash handling, and illness prevention. Keep it practical and non-graphic.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a 4-week sight-singing plan: movable-do vs fixed-do options, daily drills, rhythm reading, and weekly checks. Include an AI-assisted feedback workflow for pitch/rhythm.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a 15-minute daily ear training routine using AI tools: interval recognition, chord quality, scale degrees, and transcription checks. Include progression levels (beginner→advanced) and weekly te...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a 72-hour go-bag checklist tailored to me (solo, couple, family with kids, elderly, pets). Include region-appropriate items, documents, and medication considerations. Provide a lightweight vers...
Author: Assistant
Category: preparedness | Model: gpt-4o
Design a baggage strategy that works across ships, planes, and trains. Include weight/size limits, carry-on vs checked, station/port stairs, laundry cadence, and luxury vs backpacker packing styles.
Author: Assistant
Category: world-travel-planning | 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
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
Write a full landing page: hero, benefits, social proof, FAQ, CTA, and trust sections. Provide design direction plus prompts to generate supporting visuals (icons/illustrations) with an image model.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design an 8-week TOEFL schedule for a busy learner (60–90 min weekdays, 2–3 hours weekends). Include daily tasks, weekly mock structure, and review loops for mistakes.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Design a ship/ferry segment plan: route selection, cabin class, luggage, seasickness preparation, boarding procedures, and arrival logistics. Include budget deck/seat options and luxury cabin options.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a jet lag and sleep strategy for multi-continent travel. Include flight timing, light exposure, caffeine, naps, train/ship recovery days, and luxury sleep upgrades worth considering.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design an around-the-world ticket strategy using flights, long-distance trains, and cruise/ferry segments. Include alliance tickets, one-way/open-jaw alternatives, positioning flights, and when separa...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a training plan to detect TOEFL listening traps (paraphrase, partial match, extreme words, speaker attitude confusion). Include a weekly mini-test format and an error log template.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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
Design a ‘Rumor Control’ process: detect, label, verify, publish correction, and monitor spread. Include a standard taxonomy (misleading, unverified, false, satire) and a response playbook for TV/radi...
Author: Assistant
Category: verification | Model: gpt-4o
Design a crisis monitoring plan: sentiment shifts, complaint volume, supply chain chatter, regulator mentions, and employee signals. Provide escalation thresholds and a comms ‘holding statement’ decis...
Author: Assistant
Category: news-ops | Model: gpt-4o
Design a consistent character kit for a shorts series: appearance description, wardrobe rotation, mannerisms, catchphrases, and scene constraints. Output: master prompt + 10 episode prompts that prese...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a playbook to convert comments/DMs into content: categorize questions, draft response macros, and produce weekly ‘top questions answered’ posts. Include escalation rules for sensitive topics.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a DAW template for my genre: track layout, buses, gain staging targets, basic processing chain, and export settings. Include naming conventions and a quick ‘session hygiene’ checklist.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design an ethical stringer/freelancer network plan: onboarding, verification expectations, payment standards, safety guidance, and how to avoid conflicts of interest. Include a ‘rapid deployment’ chec...
Author: Assistant
Category: news-ops | Model: gpt-4o
Design a planner–executor split: planner produces a verifiable plan, executor performs bounded actions, verifier checks constraints. Include gate criteria, rollback triggers, and audit logging.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design an enterprise integration plan (high level): connect to CRM/docs/ticketing via MCP tools with strict scopes, auditing, and approvals. Include a rollout plan and risk controls.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a 4-week JLPT N5 sprint plan for a class in New York. Include weekly goals, homework, quizzes, and speaking practice so students don’t become ‘reading-only’.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a luxury remote-work travel setup: business class/first class, premium rail lounges, quiet hotels, portable workstation, and concierge logistics. Include ROI justification.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a budget remote-work travel setup: reliable cafés, libraries, coworking day passes, offline work planning, and low-cost connectivity. Include power and noise management.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a proof-of-work portfolio plan: case studies, writing samples, presentations, and measurable outcomes. Provide a structure that appeals to USA/Europe/Asia recruiters.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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 5-lesson mini-course on counterpoint: species rules, common errors, and daily exercises. Include an AI-assisted checking method and a rubric for self-evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a pitch accuracy trainer: drone work, tuning exercises, interval singing/playing, and how to use AI-assisted feedback without over-relying on it. Include weekly benchmarks.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a networking playbook: who to meet, where to meet them, outreach scripts, follow-up system, and relationship maintenance cadence. Include region-specific etiquette notes for USA/Europe/Asia.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a handoff plan when disruption occurs mid-day: contacting family, commute alternatives, what to keep in desk/locker, and how to coordinate responsibilities. Include a one-page checklist.
Author: Assistant
Category: preparedness | Model: gpt-4o
Design a method to structure multi-city trips: open-jaw flights, rail segments, and bus legs. Provide a checklist to minimize backtracking and reduce total cost.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design secrets handling: vault integration, short-lived tokens, environment isolation, and audit trails. Include tests to ensure secrets never appear in outputs or logs.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design end-to-end tracing: prompt versions, retrieval results, tool calls, retries, and final answers. Include a log schema and query examples for incident investigation.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design an English lesson aligned to Eiken goals (choose a level based on my input) for Tokyo students. Include reading, listening, and speaking practice plus scoring rubric.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a 6-month PD plan for English/Japanese teachers: skill goals, observations, micro-courses, and measurable outcomes. Include a realistic schedule for busy teachers.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a labeling system using icons and simple bilingual labels so mixed-language households can find essentials quickly. Include an icon legend and print layout.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a connectivity plan for experienced travelers: eSIM, local SIM, roaming, offline maps, VPN basics, and backup communication. Include options for budget and luxury convenience.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a prompt library system: naming conventions, tags, versioning, prompt tests, and a quarterly pruning process. Output a folder structure and a template for each prompt entry.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design an audio verification checklist: continuity, acoustic environment, compression artifacts, splice indicators, and cross-checks with other sources. Include how to label audio as unverified when n...
Author: Assistant
Category: verification | Model: gpt-4o
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
Design a vehicle kit checklist for car/motorcycle travelers: essentials, seasonal items, and what to avoid carrying unnecessarily. Include region-specific considerations and maintenance intervals.
Author: Assistant
Category: preparedness | Model: gpt-4o
Design an agent-to-agent (A2A) coordination protocol: message types, handoffs, escalation rules, and consensus patterns. Include how to prevent loops, duplication, and hallucinated delegation.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a RAG pipeline for agents: retrieval, citation, cross-checking, and contradiction handling. Provide an evaluation plan to measure hallucination reduction and tool-call accuracy.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a cost-aware planner: assigns budgets to reasoning steps and tool calls, uses early exits, and escalates only when needed. Include a cost model and guardrails.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design an artifact-centric workflow: agents produce plans, checklists, diffs, and reports as first-class outputs. Include templates and how artifacts enable auditing and reuse.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create an MCP-first design: define servers, tools, schemas, and a permission model. Provide naming conventions, versioning, and a “deny-by-default” policy for tool exposure.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a safe rollout process: canary cohorts, metrics, stop conditions, and rollback. Include how to isolate changes (prompt vs tool vs retrieval) for attribution.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design caching layers: retrieval cache, tool result cache, and response cache. Include invalidation rules, privacy constraints, and how to measure cache hit value.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a parallelization plan: split tasks safely, prevent conflicting tool actions, and merge outputs reliably. Include concurrency limits and a merge-verification step.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a workflow to create worksheets ethically: use public-domain texts, teacher-created dialogues, and student-generated content. Include a template style guide.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a water disruption plan: storage methods, purification options, rationing schedule, and sanitation tips. Provide a simple calculator for daily liters per person.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a monthly 30-minute maintenance routine: rotate supplies, test lights, update contacts, refresh maps, and review plans. Provide a printable checklist.
Author: Assistant
Category: off-grid-survival | 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
Design a post-publish loop: monitor new facts, track corrections, update timestamps, and communicate changes across platforms. Include a correction template and an internal audit trail.
Author: Assistant
Category: news-ops | Model: gpt-4o
Design a workflow using AI to generate comment banks for writing/speaking feedback while keeping comments personalized and accurate. Include safeguards and review steps.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a kanji retention system for Tokyo learners: spaced repetition schedule, handwriting vs typing balance, and weekly mini-quizzes. Include templates.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a lesson framework using news texts while staying neutral and age-appropriate. Focus on skills (summarizing, stance, evidence) and include sensitivity guidelines.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design advanced-level tasks that develop nuance: hedging, register shifts, idioms vs clarity, and rhetorical strategies. Include rubrics and sample outputs.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a 90-minute weekend ESL lesson for mixed-level adult learners in Fukuoka. Include differentiation, pair-work structures, and a pacing guide.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design an eval harness: deterministic replays, seeded randomness, fixed tool mocks, and artifact snapshots. Provide a folder structure and CI integration plan.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a disagreement resolution policy: majority vote, weighted expertise, verifier override, or human arbitration. Include criteria for which method applies and how to log rationale.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a typed A2A message schema: intents, constraints, artifacts, and status updates. Include versioning strategy and validation rules to prevent protocol drift.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a workflow where content drafts are generated from a curated knowledge base with citations. Output: ingestion rules, citation format, hallucination checks, and an authoring template that forces...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design an editorial workflow using agent roles (researcher, drafter, editor, fact-checker, compliance). Define gates, artifacts, and audit logs. Output SOP + reusable prompts.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a weekly full mock routine: timing, break management, review process, and how to convert results into next week’s plan. Include a ‘post-mock autopsy’ template.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Design a practice tracking dashboard: time, tempo gains, error types, goals met, and mood/energy. Provide recommended metrics and a weekly review ritual to adjust the plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a materiality filter for market-moving news: what counts as material, how to confirm, how to avoid overstatement, and how to write risk-labeled headlines. Include a compliance-friendly checklis...
Author: Assistant
Category: analysis | Model: gpt-4o
Design a monthly 30-minute maintenance routine: rotate water/food, test flashlights, update contacts, and review plans. Include a printable checklist.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a reputation strategy based on thoughtfulness: better questions, careful writing, consistent delivery, and helping others. Provide a weekly plan and examples of small actions with high impact.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a safe self-improvement loop for prompts/tools: propose change, run evals, red-team, canary, deploy, monitor. Include stop rules and audit artifacts.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a testing pyramid for agents: unit tests for prompts/tool wrappers, integration tests for toolchains, and end-to-end scenario tests. Include how to keep tests stable over time.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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
Design a fast workflow for finding trustworthy information under time pressure. Include: query planning, source triage, verification steps, and a 10-minute “good enough” standard with a checklist.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design a high-end rail itinerary: premium trains, first-class cabins, dining, station hotels, luggage forwarding, and scenic daylight routing. Include value analysis.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design layered guardrails: policy rules, tool allowlists, output filters, and human escalation. Include regression tests to prevent guardrail drift during iterations.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a verifier model workflow: primary proposes, verifier checks constraints and factuality, policy gate decides. Include disagreement handling and confidence thresholds.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a fare alert system: routes to monitor, thresholds, alert frequency, and what counts as a ‘buy’ signal. Include a spreadsheet schema for tracking prices and notes.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design a written culture upgrade: documentation standards, meeting notes, decision logs, and ‘single source of truth’ structure. Provide templates and review routines.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design daily 10-minute pronunciation drills: stress, linking, reductions, intonation for contrast, and pacing. Include recording workflow and how to measure improvement weekly.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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
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 DFT plan: scan insertion strategy, test points, MBIST for SRAMs, and how to ensure observability/controllability for critical state machines. Provide early RTL guidelines to avoid DFT pain.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide a deadlock analysis method: dependency graph, buffer ordering, and escape paths. Include a checklist for AXI + DMA + multiple FIFOs systems.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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
For FPGA targets, propose a placement strategy: pblocks/regions, timing-driven placement constraints, and critical path isolation. Include how to balance routability vs performance.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose a golden model approach: bit-exact C/Python model vs tolerance-based checking, when each is appropriate, and how to keep models consistent with RTL changes. Include sync strategy and versionin...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose a clock gating strategy: where to gate, safe enable conditions, integrated clock gating cells, and verification. Include power/timing tradeoffs and common pitfalls.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Given workload and bandwidth, choose cache hierarchy vs scratchpad. Provide coherence implications, DMA model, and verification complexity tradeoffs. Include performance modeling approach.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide criteria to decide HLS vs hand RTL: performance ceilings, maintainability, verification burden, and toolchain maturity. Include a recommended hybrid flow and how to validate HLS output.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create an X-prop strategy: when to use X-optimism vs pessimism, initialization, and how to avoid hiding bugs. Provide simulation flags guidance and SVA patterns to detect X-leaks.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide a guide for writing parameterized RTL safely: type parameters, generate usage, width inference, and avoiding accidental truncation. Include lint rules and unit test patterns.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Generate a reusable SVA library for: valid/ready, FIFO correctness, credit-based flow control, and AXI protocol subsets. Include guidelines for binding, disabling, and X-prop handling.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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 CSR spec template: address map, field semantics, reset values, side effects, atomicity, and reserved bits. Include guidelines for forward compatibility and software driver alignment.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide a method to estimate area and power early: toggle-rate assumptions, macro estimates, resource mapping, and sensitivity analysis. Include how to reconcile estimates with synthesis results.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide RTL coding patterns that enable retiming: avoiding unnecessary async resets, minimizing combinational loops, using clear pipeline boundaries. Include examples and pitfalls.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a packetization/framing scheme for high-speed links: framing, CRC, alignment markers, credit/backpressure, and error recovery. Provide RTL module boundaries and test plan.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a privacy-by-design approach: data minimization, redaction, retention limits, and access controls for agent logs and memory. Include a compliance-friendly checklist.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Provide a guide to booking accessibility assistance: how to request services, buffer timing, seating considerations, and how to communicate needs. Keep it respectful and practical.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Explain how to write congestion-resilient RTL: hierarchy planning, bus structuring, avoiding wide mux cones, and controlling fanout. Provide a checklist and refactoring patterns.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Audit a luxury itinerary and identify which upgrades are truly worth it: premium cabins, lounge access, sleeper cabins, private transfers, hotels near stations/ports, and concierge services. Provide a...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Transform a 500–1,000 word research note into a clean infographic: title, 5 key points, 1 process diagram, 1 chart concept, and icon style rules. Output a Gemini/Nano Banana image prompt plus the text...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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 sandbox model for tool execution: network isolation, file access boundaries, rate limits, and safe parameter validation. Include a threat model and tests for containment failures.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a real-time alerting system for breaking news: keyword sets, entity lists, source tiers, velocity thresholds, and de-duplication rules. Provide a triage workflow (green/yellow/red) and a playbo...
Author: Assistant
Category: news-ops | Model: gpt-4o
Create a latency budget and pipeline plan for a multi-stage datapath. Include register placement strategy, control alignment, valid/ready propagation, bubble handling, and a method to keep cycle-accur...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Given access patterns and bandwidth, decide between SRAM macro, regfile, and distributed RAM (FPGA). Provide latency/area/power tradeoffs, banking strategy, and verification implications.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose a formal plan: key safety properties, liveness properties, assume-guarantee boundaries, and abstraction strategies. Provide example SVAs and cover properties for control FSMs.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Define a coverage plan: functional coverage points, cross coverage, corner-case scenarios, and coverage closure strategy. Provide a template that ties coverage to requirements.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose an interrupt strategy: aggregation, prioritization, masking, and latency optimization. Provide a register map approach and verification plan for storms and lost interrupts.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Given interface constraints, choose optimal bus width and burst sizes to maximize effective bandwidth. Include alignment rules, packing/unpacking costs, and a microbenchmark plan.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose ECC integration: SECDED choice, syndrome handling, scrub policy, and latency impact. Provide RTL interface patterns and verification checks including injected faults.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create best practices for SystemVerilog interfaces: modports, clocking blocks, packing, and synthesis/tool compatibility. Provide a style guide and examples for streaming buses.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a balanced assessment plan: formative + summative, skills coverage, and fair grading. Include test item types for ESL and Japanese (listening/speaking/reading/writing).
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a 20-page ebook: outline, section drafts, checklists, and templates. Provide a cover concept prompt for an image tool and a layout spec for easy design.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a high-capability agent architecture (marketed as “IQ150-level”) that stays reliable: modular planner/executor, tool sandboxing, and human-in-the-loop gates. Include a component diagram, data f...
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a power intent plan: power domains, isolation, retention, level shifters, and power state sequencing. Provide a UPF/CPF concept spec and integration risks for verification and signoff.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Propose a timing closure loop: constraint philosophy, path grouping, false/multicycle paths, retiming, floorplanning feedback, and ECO strategy. Include a checklist for reading timing reports efficien...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Write scalable SDC patterns: generated clocks, clock uncertainty, I/O constraints, clock groups, and exceptions. Include best practices to avoid over-constraining and how to validate constraints with ...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Map a compute kernel onto a systolic array: dataflow, tiling, reuse, boundary handling, and I/O streaming. Provide RTL-level interface plan and performance model.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
For an FPGA target, propose how to map multiplies/adds to DSP blocks vs LUTs, including bit-width planning, packing, pipeline stages, and timing considerations. Provide a resource estimation template.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a bring-up checklist for high-speed links: pin planning, constraints, clocking, eye considerations, loopback tests, and debug instrumentation. Include a staged validation plan.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Build a performance model: cycles per operation, pipeline occupancy, memory stalls, and bandwidth ceilings. Output a spreadsheet-ready formula set and guidance on calibrating with simulation.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design hardware for rational resampling or multi-rate pipelines: buffering, phase accumulators, and control. Provide a fixed-point plan and test strategy against a reference model.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design hardware security boundaries: secure/non-secure access, key storage assumptions, access control in CSR/DMA, and audit signals. Provide a threat model and verification plan for bypass attempts.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a CI pipeline for hardware: lint rules, CDC checks, reset checks, basic formal proofs, and regression simulation tiers. Include pass/fail gates and artifact retention for debug.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design an AXI4 subsystem plan: outstanding transactions, ID width, arbitration policy, QoS, burst alignment, and backpressure behavior. Provide a verification checklist for ordering, deadlock, and thr...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Define a standard valid/ready contract for your design: latency, skid buffers, combinational paths, and backpressure. Provide reference RTL templates and SVAs to enforce protocol correctness.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a BFM strategy to accelerate debug: minimal BFMs for smoke tests, full BFMs for protocol correctness, and a layering approach. Include reproducibility and seed handling rules.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a clocking plan: PLL/MMCM usage, derived clocks, jitter budget, clock gating, and crossing strategy. Provide how to document clock assumptions for STA and verification.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a hybrid verification approach: minimal directed tests for bring-up, constrained-random for coverage, and targeted stress tests for corner cases. Include how to triage failures quickly.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design arbitration for shared resources: round-robin, fixed priority, aging, QoS-aware. Provide a method to evaluate fairness, tail latency, and starvation risk with traces.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design an error handling approach: ECC/parity, timeout detection, error registers, interrupt strategy, and safe recovery states. Provide a taxonomy of errors and verification scenarios.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design glitch-free muxing for clocks/enables: safe selection, handshakes, and integrated cells (ASIC). Provide recommended RTL/structural patterns and verification steps.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a robust reset strategy for FPGA and ASIC: global vs local resets, sequencing, POR behavior, scan considerations, and safe deassertion across domains. Include RTL patterns and verification appr...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a UVM environment: agents, scoreboards, reference models, sequence layering, coverage model, and CI integration. Include best practices for reproducibility and debug speed.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a banking scheme: address mapping, interleaving, conflict detection, and scheduling. Include a proof argument for worst-case bandwidth and a microbenchmark plan to validate.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
For a pipelined design with dependencies, propose hazard management: scoreboarding, bypassing, stalling rules, and correctness proof sketch. Include test scenarios and assertions.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a 10-slide LinkedIn carousel: slide-by-slide copy, visual notes, and a single repeated design system (type scale, spacing, icon style). Include a final slide CTA that drives comments.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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 FIFO sizing method (based on producer/consumer rates and burstiness). Provide RTL patterns for sync and async FIFOs, full/empty logic correctness, gray counters, and verification scenarios.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a laundry and wardrobe system for long global trips. Include capsule wardrobe, wash schedule, fabric choices, climate transitions, and luxury laundry-service options.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create a credit-based flow control scheme: credit accounting, initialization, loss recovery, and deadlock avoidance. Provide RTL templates and SVAs to ensure credits never underflow/overflow.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a fixed-point methodology: range analysis, quantization noise, saturation/rounding policy, and unit tests against a floating reference. Provide a plan to minimize bits while meeting accuracy.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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
Create a visual style bible: palette, lighting mood, lens language, composition rules, texture/grain, typography, and do-not-use list. Output reusable prompt blocks for image and video tools.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a 10-slide deck: narrative arc, slide titles, bullet copy, and speaker notes. Add a visual style system and prompts to create diagrams/illustrations.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Build a 12-week syllabus for either ESL or Japanese, specifying weekly themes, skills focus, assessments, and homework cadence. Include two pacing variants.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Help me craft high-signal search queries: keyword expansion, exclusion terms, site/domain targeting, and multilingual variants. Provide a template and 10 examples.
Author: Assistant
Category: information-reliability | 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 premium luggage and transfer plan: checked bags, porter services, private transfers, hotel luggage forwarding where available, and contingency for lost bags.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Teach synth basics through 12 exercises: oscillators, filters, envelopes, LFOs, modulation, and effects. Provide patch goals (bass/lead/pad/pluck) and ear-based evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
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
Design a class-wide vocabulary SRS program: weekly word sets, review schedule, quiz cadence, and accountability. Include a spreadsheet template design.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a partitioning plan for FPGA prototyping/emulation: clocking, transactors, memory modeling, and performance vs visibility tradeoffs. Provide a checklist for achieving stable bring-up.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Explain when priority services are worth buying: tight connections, heavy carry-on, travel with kids, or business schedules. Include a value checklist and mode-specific alternatives.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Create a plan to align intercity tickets with local transit: buffer times, late-night service, and fallback options. Include advice for airports vs rail hubs and regional differences.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design a questioning strategy: when to ask, how to propose defaults, and how to avoid excessive back-and-forth. Include a “progress-first” interaction model.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Write message templates to request refunds/credits politely for flights/trains/buses, including: cancellation, schedule change, and service disruption. Provide concise and firm tone variants.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design an enterprise multi-tenant architecture: per-tenant tool scopes, data isolation, policy profiles, and audit reporting. Include threat model and testing plan.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a practical placement test for ESL or Japanese classes: grammar/vocab, listening, speaking interview. Include scoring bands and placement rules.
Author: Assistant
Category: language-teaching | Model: gpt-4o
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
Given target throughput, latency, power, area, and interfaces, produce a trade study that maps requirements to candidate microarchitectures (pipeline vs iterative, SIMD vs systolic, cache vs scratchpa...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Generate a CDC audit checklist: async FIFO design, synchronizer placement, handshake protocols, reset crossings, multi-bit control, and metastability risk scoring. Provide recommended assertions and t...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a customer support plan during disruptions: status page, autoresponders, prioritization, and clear ETAs without overpromising. Include template responses.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design an academic writing support plan: thesis statements, cohesion devices, paragraph structure, and citation basics. Provide exercises and feedback codes.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a minimal-water sanitation plan: hand hygiene, toilets, trash, and cleaning routines. Include a checklist and tips to reduce illness risk.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a CRC module (parameterized polynomial/width): streaming interface, latency options, and reset behavior. Provide SVAs and randomized tests to prove correctness.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design an internal comms protocol for teams during emergencies: single source of truth, update frequency, verification requirements, and escalation paths.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a listening lesson sequence: prediction, gist, detail, decoding, and reflection. Provide an adaptable structure for any audio/video source.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create maintenance routines by instrument family: string changes, woodwind pad care, brass valve care, drum head tuning, and piano basic care. Include schedules and warning signs for professional serv...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a safe illumination plan: headlamps, lanterns, battery strategy, and safe alternatives to open flames. Include a “night routine” checklist.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design an off-grid family plan that supports kids: simple explanations, predictable routines, learning/play ideas, and comfort kit checklist.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design 5 lightweight rituals for remote teams (async wins, weekly demo, gratitude thread). Include how to keep them from feeling forced.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Design a simple rotation system for water, food, batteries, and medical supplies so nothing expires. Include a monthly routine and labeling method.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a secure documents plan: what to copy, where to store (encrypted), and a grab-and-go folder list. Include a minimal “proof of identity” set.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a 72-hour continuity plan for a small business: staffing, customer messaging, supply priorities, payment alternatives, and reopening checklist.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a checklist to spot hidden fees: baggage, seat selection, payment fees, onboard services, booking service fees, and station/terminal fees. Provide a ‘true price’ checklist for each mode.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design a gamified review system suitable for adults: points, teams, challenges, and reflection. Include rules that keep it respectful and learning-centered.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a lesson on pragmatics: making requests, refusing politely, apologizing. Include role-plays for Japan↔US contexts and common pitfalls.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a TBL unit where students produce a real artifact (email, itinerary, presentation). Include tasks, language support, and evaluation rubric.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design audit reporting: what to record, how to summarize tool actions, and how to produce compliance-friendly reports. Include access controls and retention rules.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a monthly 15-minute earthquake drill plan for home or office: steps, roles, and post-drill improvements. Keep it simple and repeatable.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design MCP tool schemas: typed inputs/outputs, explicit error codes, idempotency rules, and logging fields. Provide examples of good vs bad schema design for agent reliability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a 90-second reset protocol for stressful moments (breathing + labeling + reframe). Include a trigger list and a daily practice to build resilience.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Design an offline navigation method: storing maps, landmark routing, and writing a simple “route card.” Emphasize safety and avoiding unnecessary risk.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a daily safety check routine: structural concerns, utilities, tripping hazards, fire risks, and ventilation. Include a 5-minute checklist.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a practical off-grid care plan for elders: comfort, mobility support, medication tracking, hydration, and communication. Keep it respectful and non-medical.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a 30-day budget preparedness plan: what to buy each week, how to avoid hoarding, and how to rotate supplies. Include low-cost alternatives worldwide.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a personal knowledge base for verification: note schema (claim, source, confidence, date), tagging, and weekly maintenance routine. Provide templates.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design a motivation system: SMART goals, weekly check-ins, and visible progress tracking. Include student-facing templates and teacher routines.
Author: Assistant
Category: language-teaching | Model: gpt-4o
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
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 reading speed program: skimming, mapping paragraphs, and targeted rereads. Include timers, weekly benchmarks, and drills for keeping accuracy above 80%.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Create a senior-level design review checklist: correctness, protocol rigor, CDC/reset, timing risk, scalability, testability, documentation, and verification completeness. Provide a rubric and red fla...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a router that picks which agent to run: intent classification, complexity estimation, and cost/latency budgets. Include fallback logic and confidence thresholds.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a critic pattern: structured critique prompts, bounded iterations, and a stop rule. Include how to measure improvement vs added latency/cost.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design an intercultural exchange project between Tokyo and NYC classes: weekly prompts, asynchronous video messages, partner matching, and safety/privacy rules.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a catch-up plan for students who fall behind: micro-goals, targeted practice, and supportive communication. Include a 2-week recovery schedule.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a writing feedback workflow for teachers: minimal marking, codes, targeted comments, and revision cycles. Include examples for ESL and Japanese writing.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design an agent-enabled support strategy: deflection without hallucinations, verified knowledge, escalation, QA sampling, and customer trust metrics. Include a phased rollout and KPI ladder.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create an eval-first LLMOps design: golden sets, adversarial tests, continuous regression, cost/latency tracking, and release gates. Include a ‘model change control’ policy.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a provenance layer for internal RAG: citation IDs, document signing, version pinning, and ‘evidence packs’ in responses. Include UX and evaluation methods.
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 preemptive cybersecurity approach: AI-driven exposure management, automated patch prioritization, agent-assisted triage, and ‘human-in-the-loop’ escalation. Include KPIs that reduce mean time...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a finance AI roadmap: close automation, variance analysis, forecasting, and controls. Include policy for human sign-off and metrics tied to close time and accuracy.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a hybrid retrieval strategy combining vector search, lexical search, and a knowledge graph layer (‘Graph-RAG’). Specify when to use which, how to evaluate, and how to keep citations reliable.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a reference architecture using confidential computing: what runs in TEEs, key management, attestation flows, data minimization, and performance tradeoffs. Include threat model and rollout plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a multiagent operating model: roles (planner, researcher, executor, verifier), tool boundaries, memory policy, escalation rules, and audit logs. Include an ‘agent budget’ concept and KPI set.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a 60–90 minute photo walk challenge for friends/family with 12 prompts (light, reflection, joy, food, etc.) and a quick sharing format at the end.
Author: Assistant
Category: creative-activities | Model: gpt-4o
Design a ‘first good deed’ challenge with 20 ideas and a sharing format that doesn’t feel performative. Include privacy-respecting guidelines.
Author: Assistant
Category: meaningful-activities | 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
Design a first-meal tradition for the year: symbolism, easy recipes, and a shared meaning statement. Include options for different cultures and diets.
Author: Assistant
Category: traditions | Model: gpt-4o
Design a ‘one word’ ceremony: how to choose a word, examples, a sharing circle script, and how to revisit monthly. Include a printable card template.
Author: Assistant
Category: traditions | 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 single journal page template that combines gratitude, lessons learned, and 3 measurable goals. Provide printable text and examples.
Author: Assistant
Category: personal-development | Model: gpt-4o
Design a solo New Year ceremony that still feels special: light a candle, write 3 letters, take a night walk, and plan one act of kindness. Include a 30-minute schedule.
Author: Assistant
Category: personal-rituals | 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 an activity for kids to write postcards to their future selves: prompts, decorating ideas, and how to store and deliver next year. Include a parent guide.
Author: Assistant
Category: kids-activities | Model: gpt-4o
Design a pet-friendly New Year celebration: noise mitigation, safe treats, and a calming schedule. Include a note for guests about pet safety.
Author: Assistant
Category: home-and-family | Model: gpt-4o
Design a morning hike ritual: route safety checklist, warm-up, photo prompt, and an intention-setting moment at the top. Include family-friendly alternatives.
Author: Assistant
Category: outdoor-traditions | Model: gpt-4o
Design a prediction game: each person writes 5 predictions (personal and world-light, non-political), assign odds, and revisit next New Year. Provide a score system.
Author: Assistant
Category: party-activities | Model: gpt-4o
Design a 2-hour agenda for a New Year catch-up: arrival ritual, structured conversation prompts, shared snack break, and a closing toast. Provide a remote-friendly version too.
Author: Assistant
Category: event-planning | Model: gpt-4o
Create a coupon book of 20 kindness acts (errand, meal, listening session). Include design ideas and how to tailor to partner vs friends vs parents.
Author: Assistant
Category: gifting | Model: gpt-4o
Design a buddy system for friends: weekly check-ins, shared trackers, and supportive language. Include a no-shame reset protocol.
Author: Assistant
Category: habit-support | Model: gpt-4o
Generate a consistent sci-fi HUD overlay style (original): alerts, graphs, readouts. Provide prompt to create overlay frames plus rules for keeping text legible.
Author: Assistant
Category: design-assets | Model: gpt-4o
Create a 30-second food reel: 3-step recipe with overhead shots, quick cuts, ingredient text overlays, and sound design notes. Provide Sora prompts per shot and Gemini prompts for captions/hashtags.
Author: Assistant
Category: creator-kit | Model: gpt-4o
Design a repeatable 20-second template series (10 episodes) where each episode teaches one concept (stats, coding, finance). Provide the master prompt and per-episode placeholders for Sora and Gemini.
Author: Assistant
Category: series-template | Model: gpt-4o
Make a 60-second educational story from wafer to packaged chip (generic). Include clean factory visuals, microscope shots, and safe, non-sensitive explanations. Provide prompts for Sora and Gemini.
Author: Assistant
Category: tech-education-video | Model: gpt-4o
Design a 15-second interview opener: talking head framing, title lower-third, and 3 cutaways (b-roll). Provide prompts and typography rules.
Author: Assistant
Category: video-editing-kit | Model: gpt-4o
Create a 30-second video where a single chart animates in and reveals one insight (e.g., growth curve). Provide chart design specs, motion cues, and prompts.
Author: Assistant
Category: data-storytelling | Model: gpt-4o
Design an evaluation harness that measures relevance and faithfulness for IR+LLM answers. Include human labeling rubric and inter-rater checks.
Author: Assistant
Category: eval-framework-IR-LLM | Model: gpt-4o
Answer a design prompt: scholarly search with citation grounding. Provide indexing pipeline, re-ranking, and dedupe heuristics with diagrams.
Author: Assistant
Category: advanced-design-exercise-IR | Model: gpt-4o
Create a referral guide with decision points: school-based supports vs external services, confidentiality boundaries, and follow-up. Include a resource list template.
Author: Assistant
Category: referral-management | Model: gpt-4o
Specify endpoints for query, suggestion, and feedback. Include schema examples, rate limits, and offline evaluation hooks.
Author: Assistant
Category: capstone-spec-IR | Model: gpt-4o
Diagram two corners and one free-kick routine with decoys and blockers. Provide a ‘pause and predict’ frame and a ‘did it work?’ replay link.
Author: Assistant
Category: coaching-concepts-to-fans | Model: gpt-4o
Provide a checklist for IR and cyber projects: minimize PII, consent logging, deletion tooling, and redaction for storage.
Author: Assistant
Category: privacy-checklist-students | Model: gpt-4o
Design a 45-minute study skills clinic: spaced repetition, planning, distraction control, and reflection. Include worksheets and a follow-up challenge.
Author: Assistant
Category: student-skills-workshop | Model: gpt-4o
Design a scholarship strategy: eligibility filters, essay reuse framework, tracking spreadsheet columns, and weekly submission cadence. Add advice to avoid scams.
Author: Assistant
Category: college-finance-support | Model: gpt-4o
Highlight 5 trick plays with expected success odds and field-position contexts. Provide a ‘design your own fake’ worksheet for UGC.
Author: Assistant
Category: play-design-to-fandom-UCG | Model: gpt-4o
Draft a proposal: hypothesis, dataset, methods (LTR + neural), evaluation, risks, and timeline. Include a reviewer checklist.
Author: Assistant
Category: research-design-IR-advanced | Model: gpt-4o
Explain inverted vs vector vs hybrid index structures. Build a cost/latency model with dataset size from 10K→10M and propose sharding strategy.
Author: Assistant
Category: systems-design-IR | Model: gpt-4o
Design a CEO energy and recovery plan to avoid burnout.
Author: Assistant
Category: leadership | Model: gpt-4o
Design a daily 20-minute thinking routine for founders.
Author: Assistant
Category: productivity | Model: gpt-4o
Design a founder personal brand strategy aligned with company goals.
Author: Assistant
Category: branding | Model: gpt-4o
Design a personal KPI dashboard for a CEO (energy, clarity, leverage, output).
Author: Assistant
Category: leadership | Model: gpt-4o
Design a burnout prevention plan for counselors: boundaries, caseload triage, micro-breaks, and supervision notes. Include a weekly reflection checklist.
Author: Assistant
Category: professional-practice | Model: gpt-4o
Design a short SEL lesson on emotional regulation: identify feelings, grounding exercises, and reflection. Include a printable handout.
Author: Assistant
Category: SEL-curriculum | Model: gpt-4o
Draft a 12-week syllabus: indexing, retrieval models, evaluation, and modern RAG. Include readings and weekly assignments.
Author: Assistant
Category: curriculum-design-IR-edu | Model: gpt-4o
Design an MTSS-aligned triage rubric: Tier 1/2/3 indicators, referral thresholds, documentation fields, and follow-up timelines. Include an escalation flowchart.
Author: Assistant
Category: student-support-systems | Model: gpt-4o
Design a 2-week study plan covering basic networking, OS fundamentals, and web security (OWASP Top 10). Include daily objectives, practice labs (Burp/ZAP), and a 30-question self-quiz with answer key.
Author: Assistant
Category: learning-path | Model: gpt-4o
Propose a lean re-layout for a Belo Horizonte industrial warehouse. Use spaghetti diagrams to reduce travel, set pick-path rules, add ABC zoning, and design a Kanban replenishment loop. Provide expect...
Author: Assistant
Category: intralogistics-optimization | Model: gpt-4o
Design a merchant referral loop for Yokohama SMEs (JA): QR cards, stamp rewards, and LINE mini-app flow. Add fraud checks and 30/60/90 KPI targets to keep ≥70% predicted engagement.
Author: Assistant
Category: local-commerce-growth | 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
Design a tool-use curriculum: function signatures, schema discovery, tool reliability scoring, and retry/backoff policy. Include sandboxing and cost guards.
Author: Assistant
Category: agents-tooluse-LLM | Model: gpt-4o
Design a router that selects models/policies per task: classifier gates, uncertainty bands, and backstop abstain. Provide online learning with feedback.
Author: Assistant
Category: policy-routing-LLM | Model: gpt-4o
Design a Mandarin professional learning loop: morning tips, case summaries, and quizzes via WeChat Channels. Sustain ≥70% predicted engagement.
Author: Assistant
Category: learning-loop-CN | Model: gpt-4o
Design a milk-run for Duque de Caxias suppliers feeding a final assembly. Set route frequency, container kanban, dock schedule, and truck load plans. Estimate inventory days cut.
Author: Assistant
Category: supply-chain-planning | Model: gpt-4o
Create a senior-grade eval battery: reasoning (math/code), instruction-following, safety, multilingual QA, and tool-use. Include uncertainty intervals and power analysis for A/Bs.
Author: Assistant
Category: evaluation-design-LLM | Model: gpt-4o
Create a funnel for service businesses (plumbers, tutors) in 32130: Google Business posts, click-to-call ads, voicemail drops. Add KPI sheet to sustain ≥70% predicted engagement.
Author: Assistant
Category: SMB-performance-local | Model: gpt-4o
Design safety for a Kawasaki robot tending cell: risk assessment, light curtains, fencing, interlocks, and collaborative modes. Provide a PLd/SIL checklist.
Author: Assistant
Category: robotic-cell-design | 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
Design a micro-webinar series (20 minutes) for Minato execs. Include invite copy, calendar hold, speaker brief, and follow-up snippets. Optimize slot (08:10 JST) and promise-value framing to model ≥70...
Author: Assistant
Category: event-growth | Model: gpt-4o
Design 10 short-form hooks and CTA variants for Shinjuku City commuters (JA/EN). Channels: X, Instagram Reels, LINE. Include peak posting windows (07:00–09:00, 18:00–21:00 JST), station-area keywords,...
Author: Assistant
Category: growth-local | Model: gpt-4o
Summarize the next 30 days of EU Council/Parliament files (AI Act, DSA/DMA enforcement, energy market design). Provide key votes, rapporteurs, and likely amendments plus desk-ready explainer cards.
Author: Assistant
Category: legislative-tracker | 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
Design an expert-parallel MoE serving topology: gate calibration, capacity factor, expert sharding, and interconnect constraints (NVLink/IB). Provide hot-spot diagnostics and expert-drop policies for ...
Author: Assistant
Category: distributed-systems-LLM | Model: gpt-4o
Design a one-week kaizen sprint for a precision parts plant in Kawasaki. Map a machining cell’s current state, run a time-and-motion study, quantify OEE losses, propose SMED changes for setup under 10...
Author: Assistant
Category: lean-operations | 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
Create a takt-driven schedule for Sagamihara final assembly. Buffer strategy, heijunka box design, and daily production meeting agenda.
Author: Assistant
Category: production-control-lean | Model: gpt-4o
Design a multilingual alignment plan (zh/ja/hi/id/pt/en): shared subword policy, cross-lingual instructions, and locale-specific refusal tuning. Provide leakage checks.
Author: Assistant
Category: internationalization-LLM | Model: gpt-4o
Design a geo-agnostic flow for unknown location: device-language, time-of-day, and referral-source signals. Personalize creatives and enforce privacy; ≥70% predicted engagement via adaptive CTAs.
Author: Assistant
Category: personalization-no-geo | Model: gpt-4o
Design Osaka tracks (JA): student study hacks and creator collabs. Include subway ad tie-ins and UGC prompts; ≥70% predicted engagement via save/share bias.
Author: Assistant
Category: youth-engagement-JP | Model: gpt-4o
Design a traffic plan for Duque de Caxias warehouses: one-way aisles, speed rules, mirrors, pedestrian lanes, and telematics for near-miss tracking.
Author: Assistant
Category: material-handling-safety | Model: gpt-4o
Design a multilingual shorts pipeline: subtitle timing, on-screen text variants, cultural imagery swaps. Provide Veo/Sora prompt tweaks per locale.
Author: Assistant
Category: video-localization-ops | Model: gpt-4o
Design a modular grid and baseline grid for print and tablet. Specify columns, gutters, baseline rhythm, and scale pairs. Provide templates for feature, department, and front-of-book pages.
Author: Assistant
Category: layout-system-design | Model: gpt-4o
Design a cabin layout for 8–12 pax. Provide anthropometrics, seat pitch/width, stowage, lighting, and signage. Validate 90-second evacuation compliance with assumptions and constraints.
Author: Assistant
Category: interior-design-HF | Model: gpt-4o
Design a feature package with opener, department pages, sidebars, and pull quotes. Provide pacing, white space ratios, and print-to-web adaptation notes.
Author: Assistant
Category: feature-design-system | Model: gpt-4o
Create environmental protection strategies: anti-ice/de-ice, lightning bonding, and environmental tests (DO-160). Provide test matrix and design features to pass.
Author: Assistant
Category: environmental-qualification | 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
ChatGPT designs API surface and language idioms; Cursor generates SDKs for JS/Python/Go and examples; Antigravity publishes packages and runs smoke tests. Provide versioning rules.
Author: Assistant
Category: developer-relations | Model: gpt-4o
Design a debate pattern: one agent argues a thesis, another refutes with sources, a judge agent scores evidence and drafts a balanced synthesis. Provide rubric, tie-breaker rules, and output template.
Author: Assistant
Category: reasoning-patterns | Model: gpt-4o
Craft a concept car story: user persona, hero features, experiential interior, and launch assets (film, stills, AR). Provide a reveal script and press kit outline.
Author: Assistant
Category: brand-design-auto | Model: gpt-4o
Define surfacing requirements for a premium sedan: target Cd/CdA, front area, grille shutters, diffusers, wheel aero, and sealing. Provide CFD checkpoints and a clay-to-CAD workflow.
Author: Assistant
Category: exterior-design-aero | Model: gpt-4o
Design a personal OS dashboard (Notion/Obsidian concept): tasks, projects, goals, and habits with review prompts. Provide property schema and formulas idea.
Author: Assistant
Category: time-systems-design | Model: gpt-4o
Act as an aerospace systems lead. Draft a concept of operations (CONOPS) for a 4–6 seat eVTOL. Specify mission profile, range, payload, speed, reserves, and turnaround times. Produce a trade study com...
Author: Assistant
Category: aerospace-design | Model: gpt-4o
Design a DAG (Airflow/Prefect) for reproducible research: crawl→retrieve→synthesize→verify→export. Include artifact hashing and cache invalidation rules.
Author: Assistant
Category: ops-pipelines-research | Model: gpt-4o
Design watchers for tracked topics that diff sources and trigger re-summaries when material changes occur. Provide noise filters and notification policy.
Author: Assistant
Category: monitoring-refresh | Model: gpt-4o
Design a time-decay model that boosts fresh, authoritative sources. Include publisher priors, sitemap/news bias, and re-crawl triggers. Output evaluation with time-split test sets.
Author: Assistant
Category: ranking-freshness | Model: gpt-4o
Build a ladder of micro-habits (2–5 minutes) that scale toward macro outcomes (fitness, study, writing). Include habit stacking, trigger design, and a 30-day tracker.
Author: Assistant
Category: time-management | Model: gpt-4o
Design a 5-day schedule that batches shallow tasks and protects three 90-minute deep work blocks daily. Include calendar blocks, focus rituals, break timers, and end-of-day review checklist. Output a ...
Author: Assistant
Category: time-management | Model: gpt-4o
Use Cursor’s visual editor to propose UI tweaks, ChatGPT generates design-token updates and a11y copy, Antigravity snapshots and runs visual diffs to ensure no unintended changes. Deliver a review pac...
Author: Assistant
Category: frontend-productivity | Model: gpt-4o
ChatGPT designs migration playbooks (expand/contract); Cursor adds checks and backfills; Antigravity runs shadow reads and performance gates. Output rollback patterns.
Author: Assistant
Category: data-store-reliability | Model: gpt-4o
Design a mobile UX with offline packs, low-bandwidth retrieval, and later sync. Provide caching TTL, conflict resolution, and share sheet flows.
Author: Assistant
Category: mobile-experience | Model: gpt-4o
ChatGPT codifies component usage rules, Cursor writes lint/codemods to enforce tokens/spacing, Antigravity gates CI on violations and auto-opens refactor PRs. Output exemptions policy.
Author: Assistant
Category: ui-governance | Model: gpt-4o
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
Define a weekly critique: aircraft (aero/perf), car (HMI/safety), magazine (legibility/flow). Provide checklists, scoring rubrics, and decision logs.
Author: Assistant
Category: design-operations | Model: gpt-4o
ChatGPT maps bounded contexts; Cursor scaffolds service shells and gateways; Antigravity shadows and cuts traffic gradually. Include SLOs and rollback plans.
Author: Assistant
Category: modern-architecture | Model: gpt-4o
Design a workshop where an aircraft, car, and magazine designer exchange methods (aero surfacing, ergonomic packaging, typographic rhythm) to inspire a new concept. Output agenda, exercises, and deliv...
Author: Assistant
Category: creative-collaboration | Model: gpt-4o
ChatGPT writes golden path templates for logs/metrics/traces; Cursor inserts instrumented examples; Antigravity validates dashboards and SLO alerts per service. Output service health runbook.
Author: Assistant
Category: sre-foundations | Model: gpt-4o
Design a wing planform for a regional turboprop. Define AR, taper, sweep, airfoil family, and a high-lift system (slats/flaps) to hit specified runway length and stall speed. Output polars targets, CL...
Author: Assistant
Category: aerodynamics | Model: gpt-4o
Design a migration from a legacy stack (e.g., Python 3.8→3.12, Node 14→20, Spring→Spring Boot). ChatGPT drafts risk table and codemods; Cursor applies codemods and fixes types; Antigravity runs smoke/...
Author: Assistant
Category: modernization | Model: gpt-4o
As a vehicle dynamics lead, design an EV “performance pack”: motor/inverter specs, tire compound, aero kit (Cd/CdA targets), brake sizing, and thermal management. Output lap-time deltas and range trad...
Author: Assistant
Category: vehicle-dynamics | 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
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
Create a unified token system (color, type scale, spacing) that maps to vehicle HMI, avionics UI, and magazine digital styles. Provide naming, theming, and accessibility tests.
Author: Assistant
Category: design-systems-crossdomain | Model: gpt-4o
Design a UI: inline citations, hover previews, source quality badges, and ‘expand to passage’. Include keyboard flows and accessibility specs (WCAG). Output wireframes and event schema.
Author: Assistant
Category: product-UX-research | Model: gpt-4o
Design an in-cabin HMI for L2+/L3 features. Define modality mix (visual, audio, haptics), takeover prompts, and a distraction budget. Provide usability test protocol and KPIs.
Author: Assistant
Category: interior-UX-HMI-auto | Model: gpt-4o
Design a retrieval pipeline that enforces source-anchored answers. Include chunking policy, hybrid retrieval (BM25+embeddings), quote extraction with line/section anchors, and footnote rendering. Outp...
Author: Assistant
Category: retrieval | Model: gpt-4o
Design a twice-daily email triage with labels, 2-minute rule, and canned responses. Include an inbox-zero endgame and escalation path for critical messages.
Author: Assistant
Category: time-management | Model: gpt-4o
Design a 60–90s explainer structure: cold-open problem, metaphor, feature beats, case vignette, CTA. Provide Sora prompts per section and subtitle script.
Author: Assistant
Category: video-education-marketing | Model: gpt-4o
Design a brand lookbook for generative video: LUT styles, palette references, texture adjectives, and motion motifs. Provide Veo/Sora prompt tags using these assets conceptually.
Author: Assistant
Category: video-branding | 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
Design a developer relations plan with grants, samples, and reference apps. Define community KPIs and feedback loops to product.
Author: Assistant
Category: ecosystem-growth | Model: gpt-4o
Benchmark kitchen line design, make times, and delivery surge handling of food rivals. Propose layout or prep changes to raise peak-hour throughput safely.
Author: Assistant
Category: ops-optimization-food | Model: GPT-5.1
Outline a hybrid motion combining devices and SaaS. Map margin stack, logistics, and renewal triggers. Output a 6 month pilot design.
Author: Assistant
Category: business-model-hybrid | 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
Design an onboarding motion delivered by partners with certification paths and success plans. Output KPIs and survey templates.
Author: Assistant
Category: partner-success | Model: gpt-4o
Design a RevOps data model joining CRM, billing, support, and product usage. Define metrics and sync cadence. Output a governance charter.
Author: Assistant
Category: data-ops-revenue | Model: gpt-4o
Build a quick patent and standards map for 5 hardware rivals. Note assignees, citation networks, relevant standards bodies, and likely lock-ins. Output white-space opportunities and design-around idea...
Author: Assistant
Category: IP-landscaping | Model: GPT-5.1
Design partner tiers with benefits, MDF, and certification. Output enablement paths and quarterly business review format.
Author: Assistant
Category: partner-programs | Model: gpt-4o
From public pages and LinkedIn, sketch competitors’ org design and cadence (QBRs, PRDs, councils). Suggest org moves that accelerate our cycle time.
Author: Assistant
Category: org-intelligence | Model: GPT-5.1
Design a voluntary data exchange program with value backed quizzes and configurators. Define consent flows, data minimization, and CRM fields. Output a 60 day pilot plan.
Author: Assistant
Category: customer-intelligence | Model: gpt-4o
Design an academy with role based tracks, certification, and community. Output syllabus, LMS plan, and KPI tree for adoption impact.
Author: Assistant
Category: customer-education | Model: gpt-4o
Define minimal policies and decision rights that unblock teams. Provide a delegations of authority matrix and sunset dates for rules.
Author: Assistant
Category: org-architecture | Model: gpt-4o
Design a metrics tree from a north star metric to instrumented events. Add anomaly alerts and weekly storytelling format.
Author: Assistant
Category: data-product-ops | Model: gpt-4o
Design a feedback mechanism: telemetry (opt-in), repair codes, NPS, and sales insights feeding into quarterly product council decisions for TW/US.
Author: Assistant
Category: product-operations | Model: gpt-4o
Outline privacy controls mindful of Taiwan PDPA and US CCPA attitudes: consent flows, data minimization, retention policies, DSR handling, and audit trails.
Author: Assistant
Category: security-privacy | Model: gpt-4o
Design a partner program for SIs/VARs: tiers, MDF rules, training, co-marketing, lead registration, and regional compliance guidelines (US/TW).
Author: Assistant
Category: partner-ops | 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
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 Li-ion safety and shipping guidance: design safeguards, UN 38.3/IATA basics, MSDS docs, and returns handling for US/TW.
Author: Assistant
Category: safety-compliance | Model: gpt-4o
Design a dual-market referral program: LINE share cards + QR (TW) and email/social share (US). Cover fraud prevention, reward tiers, and lifecycle messaging.
Author: Assistant
Category: growth-programs | Model: gpt-4o
Define TW/US beta pilots: eligibility, NDAs, telemetry, survey cadence, and success criteria. Include de-risking plan for public GA.
Author: Assistant
Category: beta-programs | Model: gpt-4o
Design an Agile operating model across Taiwan and USA time zones: overlapping hours, sprint rituals, async specs, Definition of Ready/Done, and bilingual ticket hygiene.
Author: Assistant
Category: software-process | Model: gpt-4o
Design a tiered pricing/packaging model with USD vs TWD, psychological price points, tax handling, and freemium vs trial logic. Include willingness-to-pay survey plan and A/B tests for both markets.
Author: Assistant
Category: product-marketing | Model: gpt-4o
Design lifecycle messaging funnels: onboarding, activation, expansion, and win-back using LINE (TW) and email/SMS (US). Provide message cadences, copy blocks, and KPI ladders.
Author: Assistant
Category: lifecycle-marketing | Model: gpt-4o
Design a CSV schema and examples for tracking mistakes (Item ID, Type, Reason, Time, Fix plan). Add a visualization brief to spot patterns (e.g., inference vs detail errors).
Author: Assistant
Category: study-tools | Model: gpt-4o
Design a two-week capsule wardrobe and laundry plan using hotel machines or laundrettes. Include packing cubes, sink-wash items, dryer-safe notes, and a day-by-day wear rotation.
Author: Assistant
Category: packing-ops | Model: gpt-4o
Design a connectivity plan per country with eSIM recommendations, dual-SIM failover, offline maps, and airport pickup options. Add battery and hotspot etiquette tips.
Author: Assistant
Category: tech-basics-travel | Model: gpt-4o
Design a 3-day meal plan at 2,800 kcal/day with macros, cook vs cold-soak options, fuel estimates, and pack volume notes. Output shopping list and prep timeline.
Author: Assistant
Category: camp-kitchen | Model: gpt-4o
Create a simple per-country guide for tipping, service charges, cash vs card acceptance, and contactless habits. Include cafe, taxi, and restaurant examples.
Author: Assistant
Category: money-etiquette | Model: gpt-4o
Design a carry-on packing system with personal-item optimization, liquids hacks, and security-line choreography. Include sample manifests for city-hopping.
Author: Assistant
Category: packing-masterclass | Model: gpt-4o
Design family itineraries with nap windows, playgrounds, aquariums, and low-stair routes. Include stroller and elevator tips for metro hubs.
Author: Assistant
Category: family-travel | Model: gpt-4o
Design a digital-nomad day plan with coworking options, SIM strategy, surge protection, and quiet hours etiquette. Add a backup power checklist.
Author: Assistant
Category: work-on-the-road | Model: gpt-4o
Design an 8-week SAT plan aligned with the digital format: module goals, daily tasks (60–90m), weekly mini-mocks, and recovery days. Include a score target tracker.
Author: Assistant
Category: exam-prep-SAT | Model: gpt-4o
Design 25 Part 6 items focusing on reference words, transitions, and coherence. Include a “why each option is wrong” table.
Author: Assistant
Category: reading-drills-TOEIC | Model: gpt-4o
Design a stargazing plan: light discipline, red lights, star charts, photo settings for phones/cameras, and dew control.
Author: Assistant
Category: photo-outdoors | Model: gpt-4o
Given distance, ascent, and water points, output a loop route plan with alt profile, camp options, bailout points, and GPX export instructions.
Author: Assistant
Category: route-design | Model: gpt-4o
Act as a food sherpa. Design a one-day food crawl across Tokyo: breakfast depachika, ramen for lunch, coffee kissaten, conveyor-belt sushi vs omakase, and izakaya night. Include reservation wording an...
Author: Assistant
Category: food | Model: gpt-4o
Design a cross-platform CLI that shows CPU/RAM/disk/net in one TUI. Auto-detect OS (Linux/macOS/Windows 11 PowerShell), sample every N seconds, and render sparklines. Provide --json, --once, --interva...
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a taste tester. Design a side-by-side tasting route for classic Osaka snacks, explain regional styles, and add hidden-gem counters with standing-only etiquette.
Author: Assistant
Category: food-experiment | Model: gpt-4o
Create a CLI to list/start/stop services using systemctl/launchctl/Windows ServiceController. Flags: --list, --status name, --restart name, with privilege checks and logs.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are an epidemiologist. Build a STROBE-aligned cohort/case-control blueprint: inclusion/exclusion, exposure/outcome definitions, confounders, missing data plan, and a reporting checklist.
Author: Assistant
Category: epidemiology | Model: gpt-5
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
You are a synbio mentor. Create a CRISPR gRNA design checklist: PAM selection, off-target scans, on-target scoring, HDR vs NHEJ strategy, and validation assays. Include a lab notebook template.
Author: Assistant
Category: synthetic-biology | Model: gpt-5
You are a biostatistician. Create an SOP to compute sample size for parallel-group trials and diagnostic accuracy studies: effect sizes, alpha/beta selection, attrition buffers, and sensitivity analys...
Author: Assistant
Category: biostats | Model: gpt-5
Act as an immunology data lead. Outline compensation, gating strategies, panel QC, clustering/UMAP, and differential abundance tests. Include control design and reporting.
Author: Assistant
Category: immunology-informatics | Model: gpt-5
You are a RWE architect. Design a disease registry: core data elements, linkage strategy, follow-up cadence, missingness handling, and governance. Include a statistical analysis plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
You are a health IT integrator. Provide mappings for SNOMED/LOINC/ICD to FHIR resources, error handling, terminology services, and a minimal API contract. Include test cases.
Author: Assistant
Category: health-IT-integration | Model: gpt-5
Act as a cloud architect. Design a secure VPC for sensitive data: network segmentation, KMS, PAM, workspace isolation, secure notebooks, and egress controls. Include a runbook for onboarding.
Author: Assistant
Category: cloud-ops-research | Model: gpt-5
You are an ML researcher. Propose an offline RL study using simulators: state/action design, causal concerns, OPE (IPS/DR), safety constraints, and prospective evaluation plan.
Author: Assistant
Category: ml-methods-health | Model: gpt-5
You are a metabolomics mentor. Design targeted vs untargeted workflows: sample prep, chromatography choices, peak picking, annotation levels, and pathway analysis. Include QA samples plan.
Author: Assistant
Category: metabolomics | Model: gpt-5
You are an imaging scientist. Design a pipeline: DICOM import, segmentation (MONAI), feature extraction, harmonization (ComBat), model training, and calibration. Include a reporting spec.
Author: Assistant
Category: imaging-ml | Model: gpt-5
Act as a research lead. Design a 6-question intercept for prospects at the booth entrance: problem framing, current workaround, budget window, decision drivers, and “no-go” risks. Include scoring and ...
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a retail strategist. Map retail-expo goals: POS integration questions, omnichannel proof, store pilot design, and merchandising partners. Provide a “store lab” checklist.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a UX+ethics partner. Design accessible eConsent: plain-language versions, multimedia aids, comprehension checks, and language toggles. Include audit and withdrawal flows.
Author: Assistant
Category: research-ethics-UX | Model: gpt-5
You are an embedded AI lead. Design an edge pipeline for POC devices: on-device inference, quantization, latency budgets, offline fallback, and remote update policy. Include safety/alerting tests.
Author: Assistant
Category: medical-devices-ICT | Model: gpt-5
Act as a health services researcher. Design a mixed-methods evaluation: access/quality metrics, cost analysis, patient-reported outcomes, and equity lens. Include a difference-in-differences plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a travel producer. Design a day trip workplan for high-speed rail or express services: seat selection tips, meeting blocks, quiet work windows, and return buffers. Provide a timeline template.
Author: Assistant
Category: operations | Model: gpt-5
Act as a change manager. Design a rapid stakeholder map: influence vs interest grid, communication style notes, and first outreach messages. Output a simple canvas.
Author: Assistant
Category: management | Model: gpt-5
You are a training designer. Build a 6-week micro-MBA for train time: week-by-week syllabus (finance, strategy, operations, marketing, leadership, negotiation), 15-minute lessons, and mini-cases. Incl...
Author: Assistant
Category: education | Model: gpt-5
Act as an executive coach. Design a 15-minute morning planning ritual for commuters: clarify top 3 outcomes, timebox tasks, choose a focus theme, and set two 'if delayed then' contingencies. Return a ...
Author: Assistant
Category: productivity | Model: gpt-5
Act as a learning designer. Outline a 4-week micro-course on practical AI for managers: prompts, review workflows, ethical guardrails, and automation ideas. Include daily 12-minute tasks.
Author: Assistant
Category: education | Model: gpt-5
You are a language tutor. Design a 20-minute daily microlearning plan for business phrases in Japanese, English, and Hindi: greetings, meeting openers, polite closers, and negotiation softeners. Inclu...
Author: Assistant
Category: learning | Model: gpt-5
Act as a mobility trainer. Design a no-sweat micro-workout for platforms and aisles: ankle pumps, scap squeezes, isometrics, balance drills. Include safety and etiquette notes.
Author: Assistant
Category: wellness | Model: gpt-5
Act as a maintenance tech. Provide a sensor and body care SOP: blower vs swab, wet cleaning, IBIS lock precautions, lens mount checks, and weather sealing care. Include a service interval table.
Author: Assistant
Category: photography | Model: gpt-4o
You are a comms trainer. Design a 2-hour tabletop crisis drill: scenario, injects, decision logs, cross-functional roles, external comms artifacts, and scoring rubric. Include a debrief template.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a lifecycle PR marketer. Design a re-engagement series: segmentation rules, subject-line tests, value offers, opt-down options, and success KPIs. Include a 3-touch sequence.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a social insights analyst. Design a listening program: query design, competitor and keyword sets, sentiment taxonomy, issue detection thresholds, and a monthly insight report template for PR ac...
Author: Assistant
Category: PR | Model: gpt-4o
You are a fashion producer. Plan a budget lookbook: crew roles, moodboard, location permits, natural vs flash looks, and delivery for designers. Provide a call sheet template.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a community manager. Design membership perks, Discord channels, event cadence, AMAs, feedback loops, and moderation policy. Include CRM tagging for superfans.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a senior editor. Create a pacing guide: cut frequency, J/L cuts, sound design stingers, kinetic text, meme beats, and B-roll overlays. Include CapCut/Premiere hotkey sheets and a 60-second edit...
Author: Assistant
Category: creator | Model: gpt-4o
Act as a growth analyst. Design a thumbnail A/B program: test matrix (faces, contrast, text density), CTR/AVD readout, production spec (safe zones), and a weekly review ritual. Provide a 10-variant te...
Author: Assistant
Category: creator | Model: gpt-4o
You are a composition tutor. Teach leading lines, symmetry, frames, golden ratio, visual weight, and negative space with picture prompts and shooting exercises. Provide a printable field checklist.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a strobist trainer. Design a one-light to three-light progression: key-fill-rim roles, modifiers (softbox, umbrella, grid), sync settings, HSS, and balancing flash with ambient. Include lightin...
Author: Assistant
Category: photography | Model: gpt-4o
Act as a PR strategist. Design a customer story pipeline: candidate scoring, consent/legal checklist, interview guide, multimedia assets plan, social/email snippets, and ROI metrics. Return a tracker ...
Author: Assistant
Category: PR | Model: gpt-4o
Act as a broadcast TD. Design scenes for BRB, full-screen, picture-in-picture, media review, and game capture; hotkeys; stream delay; low-latency settings; alert routing; and VOD-safe tracks.
Author: Assistant
Category: creator | 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 coach. Build a 6-week planner for cloud fundamentals (AWS/GCP/Azure) focusing on concepts only. Include labs, billing calculators, IAM basics, and a final scenario exam you design.
Author: Assistant
Category: education | Model: gpt-4o
Act as a career coach. Design a portfolio structure with 4 flagship repos (AI, systems, web, data). Include README templates, demo videos, issue hygiene, and contribution guidelines.
Author: Assistant
Category: career | Model: gpt-4o
Provide a timing ECO guide: buffer sizing rules, cell Vt swaps, re-route constraints, shielding for aggressors, hold-fix ordering, and checks to avoid IR/EM regression. Include a before/after metrics ...
Author: Assistant
Category: chip-design | Model: gpt-4
Produce a timing closure plan across slow/fast corners using POCV/SSTA. Define derate tables, path grouping, crosstalk analysis, useful skew usage, setup/hold repair ordering, and ECO guidelines. Incl...
Author: Assistant
Category: chip-design | Model: gpt-4
Write a power architecture using UPF with 3 voltage islands, DVFS, and retention strategies. Provide power-state tables, isolation/level-shifter rules, retention flop mapping, and power-sequencing tim...
Author: Assistant
Category: chip-design | Model: gpt-4
Propose a chiplet SoC using UCIe 1.1 over 2.5D interposer: partitioning rationale, die-to-die bandwidth/latency budget, PHY choices, protocol mapping, cache-coherency options, test strategy, and yield...
Author: Assistant
Category: chip-design | Model: gpt-4
Create an HBM3E integration plan: stack selection, channel topology, timing margins, package escape routing, SI/PI simulations, PDN target impedance, thermal throttling strategy, and test hooks. Outpu...
Author: Assistant
Category: chip-design | Model: gpt-4
Outline a custom SRAM plan (6T/8T): read/write stability analysis, Vmin targets, assist techniques, redundancy/repair, ECC options, leakage control, and BIST. Provide SPICE corners, Monte Carlo setup,...
Author: Assistant
Category: chip-design | Model: gpt-4
For a 12-bit SAR ADC and PLL, provide layout tactics: common-centroid matching, guard rings, substrate isolation, well taps, shielding, dummy fills, coupling control, and latch-up prevention. Include ...
Author: Assistant
Category: chip-design | Model: gpt-4
Develop a DFT plan: scan compression goals, LBIST architecture, MBIST algorithms for SRAM/ROM, boundary scan, JTAG access, test time/cost model, and fault coverage targets. Provide patterns and bring-...
Author: Assistant
Category: chip-design | Model: gpt-4
Build a reliability budget: device degradation models, BTI guardbands, HCI stress points, TDDB oxide limits, EM lifetimes, and burn-in strategy. Provide a reliability dashboard and field-return feedba...
Author: Assistant
Category: chip-design | Model: gpt-4
Define a push-button signoff pipeline: reproducible EDA containers, golden rule decks, regression checklists, run orchestration, artifact retention, and ECO automation for timing/IR/DRC. Output a CI/C...
Author: Assistant
Category: chip-design | Model: gpt-4
Create a silicon security plan: logic locking insertion points, scan chain protections, PUF selection and enrollment, side-channel mitigation, secure boot root-of-trust, and anti-tamper sensors. Provi...
Author: Assistant
Category: chip-design | Model: gpt-4
Propose a mmWave beamformer: phase shifter topology, PA/LNA linearity targets, NF, LO distribution, antenna-in-package constraints, calibration loops, and EVM/ACL metrics. Provide layout isolation gui...
Author: Assistant
Category: chip-design | Model: gpt-4
Compare SAR, pipeline, and sigma-delta ADCs for a sensor hub. Include FoM, resolution/SNR targets, sampling rate, power, area, calibration needs, and DFT hooks. Output a recommendation with risk log a...
Author: Assistant
Category: chip-design | Model: gpt-4
Create a PLL plan: loop filter design, VCO selection, fractional-N spur mitigation, jitter decomposition, phase noise spec allocation, and supply-noise rejection. Provide simulation setups and accepta...
Author: Assistant
Category: chip-design | Model: gpt-4
Define a library characterization plan at low voltage (0.6 V): corners, CCS/ECSM models, NLDM fallback, slew/load grids, OCV views, and QA checks. Provide Liberty snippets and validation tests.
Author: Assistant
Category: chip-design | Model: gpt-4
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
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
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 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
Create an adoption plan for backside power and buried rails on a next-gen CPU tile: design rule deltas, floorplan implications, timing/power impact, tool flow changes, risk mitigation, and fab engagem...
Author: Assistant
Category: chip-design | Model: gpt-4
Design a yield-ramp methodology: defect density assumptions, critical area analysis, redundancy strategies, pattern-matching for systematic defects, Pareto dashboards, and wafer map analytics. Include...
Author: Assistant
Category: chip-design | Model: gpt-4
Design a CTS plan that balances skew, latency, and power for a 1.2 GHz domain with multiple clock gating islands. Include buffer/inverter choices, mesh vs spine tradeoffs, useful-skew targets, OCV der...
Author: Assistant
Category: chip-design | Model: gpt-4
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
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
You are a mechanical design lead. For a plastic enclosure (150×90×40 mm) made by injection molding at 5k units, produce a DFM checklist and cost-down plan: parting lines, draft angles, wall thickness,...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a CEO coach. Design a 90-day operating cadence for a visionary startup CEO: define north-star metric, 3 company-level objectives, 6 key results, weekly executive meeting agenda, monthly board u...
Author: tsubasa
Category: leadership | Model: gpt-4o
Propose a co-design flow with package, board, and die PDN: bump map optimization, RDL planning, target impedance vs frequency, thermal stack-up, and coupled SI/PI/thermal simulations. Include signoff ...
Author: Assistant
Category: chip-design | Model: gpt-4
Create a litho/RET action plan for EUV with stochastic defect mitigation: OPC hotspots, tip-to-tip spacing, jog rules, forbidden pitches, cut/block layer strategies, and in-design checking. Provide a ...
Author: Assistant
Category: chip-design | Model: gpt-4
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
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
Outline a high-speed SerDes design: channel specs, CTLE/DFE equalization, CDR architecture, TX FIR taps, jitter budget, compliance masks, and IBIS-AMI modeling. Include lab validation steps and BER ta...
Author: Assistant
Category: chip-design | Model: gpt-4
You are a sourcing lead. Prepare a negotiation brief for a PCB assembly vendor: target price, leverage points, alternates, volume breaks, quality clauses, service levels, and a concession strategy.
Author: tsubasa
Category: mechanical | Model: gpt-4o
Draft a DRC/LVS closure strategy under EUV and multi-patterning rules. Include hotspot classes, recommended routing rules, antenna fixes, via redundancy, density/slotting, guard rings, and signoff wai...
Author: Assistant
Category: chip-design | Model: gpt-4
Propose a 3D-IC plan with TSVs: mechanical stress modeling, keep-out zones, coupling mitigation, thermal stack design, test access, and yield strategy. Include co-simulation setup and acceptance thres...
Author: Assistant
Category: chip-design | Model: gpt-4
Design a pre-silicon validation flow using emulation and FPGA protos: partition strategy, speed/visibility tradeoffs, trace buffers, stimulus generation, coverage closure, and HW/SW co-verification mi...
Author: Assistant
Category: chip-design | Model: gpt-4
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 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
Act as a PnR lead at 2nm. Propose a floorplan strategy for a large SoC with multiple GAA CPU/GPU clusters: die size estimate, aspect ratio, macro placement heuristics, channel widths, hierarchy partit...
Author: Assistant
Category: chip-design | Model: gpt-4
Create a power integrity plan using backside power delivery and buried power rails. Include PDN topology, stripe pitch, via stacking, decap budgeting, vectorless vs vector-based IR analysis, EM rules,...
Author: Assistant
Category: chip-design | Model: gpt-4
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
Draft a safety and reliability plan: FIT targets, FMEDA, ASIL decomposition, safety mechanisms, aging stress, ESD/EMC design, and qualification flow (AEC-Q100). Provide safety case artifacts and test ...
Author: Assistant
Category: chip-design | Model: gpt-4
Design a growth-hack blending paid social acquisition with a product-led onboarding funnel for US startups. Include channel mix recommendations (Meta, TikTok, LinkedIn), creative hooks, onboarding mic...
Author: Assistant
Category: growth-hack | Model: gpt-4
Design a step-by-step growth-hack strategy for launching a mobile app in China using WeChat and regional mini-programs. Include a viral referral loop, incentives, required integrations (WeChat SDK, pa...
Author: Assistant
Category: growth-hack | Model: gpt-4
Design a GDPR-compliant viral referral program for a European SaaS. Provide legal-safe wording for referrals, consent flows, viral mechanics that respect data rules, tracking approaches without PII le...
Author: Assistant
Category: growth-hack | Model: gpt-4
Propose a referral-credit system for two-sided US marketplaces (buyers and sellers). Cover incentive design, fraud prevention, email/SMS templates, metrics to monitor (activation, retention), and expe...
Author: Assistant
Category: growth-hack | Model: gpt-4
Design a treasury ALM dashboard in Geneva for CHF/EUR FX exposure and SNB rate scenarios. Include liquidity gaps, duration, FTP curves, and early-warning indicators. Return as a widget list and a samp...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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 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 treasury ALM dashboard in Tokyo for FIEA insider-information controls overview. Include liquidity gaps, duration, FTP curves, and early-warning indicators. Return as a widget list and a sampl...
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 treasury ALM dashboard in New York for SEC 10-K/13F parsing for idea sourcing. Include liquidity gaps, duration, FTP curves, and early-warning indicators. Return as a widget list and a sample...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Design a quantum kernel or feature map for a binary classifier. Include encoding scheme, circuit depth estimation, and classical SVM pairing. Return circuit description in a textual gate list and a sh...
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
Design a support triage flow with tiers, SLAs, and escalation rules. Include macros, tag taxonomy, and a weekly QA scorecard. Output as YAML + CSV taxonomy.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Design an automation that captures web leads, enriches them, books a call, and issues an invoice upon closed-won. Provide trigger→actions list, field mappings, and failure retries. Output as YAML.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Design a dashboard spec that visualizes OEE by line, shift, and product as a heatmap. Provide the data model (tables/fields), API endpoints, and color scale thresholds. Return as a JSON schema and an ...
Author: Curioforce Corp. Corp.
Category: Industrial Visualization | Model: gpt-5-thinking
Design a 9-slide carousel blueprint with slide-by-slide copy prompts and recommended visuals. Include accessibility alt-text suggestions. Output as a table.
Author: Curioforce Corp. Corp.
Category: Viral Content | Model: gpt-5-thinking
Design an A/B (or multivariate) experiment plan to compare two prompts for the same task. Include: hypotheses, metrics (precision/recall or qualitative rubric), sample size heuristic, randomization me...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
For a Lanzhou plant with steam heating and electric drives, design a winter (Nov–Mar) energy mix plan. Return a step-by-step calculator: Inputs (tariffs by hour, boiler efficiency, steam demand, COP i...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Assemble a readiness checklist to bid on municipal/provincial industrial projects around Lanzhou. Include company docs, safety/quality records, financials, past performance, local service plan, and gu...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Draft essential clauses for bilingual (EN/ZH) maintenance contracts in Lanzhou. Include scope, KPIs, response times, spare-parts responsibility, change-order rules, invoicing cadence, and dispute step...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Design a plan to hire and upskill workers in Lanzhou. Return a 90-day pipeline: role profiles, skill matrices, on-the-job modules, partner outreach to local vocational schools, and a monthly evaluatio...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Design a cold-chain plan for beef and other perishables tied to Lanzhou noodle shop suppliers and commissaries. Return a flow: receiving → chilled storage → prep → dispatch → delivery windows, with te...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Propose a data schema for {topic}. Return tables: dim_*, fact_cost, fact_time, fact_energy, with column names, types, and primary keys. Include notes on join keys and grain. Add topic-specific details...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Create a step-by-step calculator for {topic}. List Inputs, Calculations with explicit equations, and Outputs. Provide a worked example with realistic numbers and show units. End with a sensitivity che...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breake...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Design a night‑market strategy in India tuned for cold evenings. Focus on: Delhi‑style tandoori & nihari nights. Provide a route map (bullet list with walking sequence), 8 must‑try items, warming drin...
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Design a chef‑style tasting of Taiwan winter cuisine around pepper buns & peppery soups for two people at home. 5 courses with plating cue, make‑ahead, and 90‑minute prep plan.
Author: Inspire Search Corp.
Category: Culinary (Winter) | 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
Design a chef‑style tasting of Korea winter cuisine around tteokguk and seasonal mandu for two people at home. 5 courses with plating cue, make‑ahead, and 90‑minute prep plan.
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Design a night‑market strategy in Italy (North/Central) tuned for cold evenings. Focus on: polenta e funghi, ossobuco, ribollita, hot chocolate. Provide a route map (bullet list with walking sequence)...
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
Design a one‑day Munich & Bavaria, Germany photo hunt limited to a 50mm (full‑frame) field of view. List 12 spots with walking directions, and for each include: framing idea, nearest landmark, best 15...
Author: Inspire Search Corp.
Category: Travel Photography (Europe) | Model: gpt-5-thinking
Design a 12‑stop cycling loop in Yogyakarta, Indonesia for photographers. Add bike parking, hydration, and safe dismount zones.
Author: Inspire Search Corp.
Category: Travel Photography (Asia) | Model: gpt-5-thinking
Design a 36‑frame film plan for Helsinki, Finland: shot list with frame numbers, avoid duplicates, and include bracketing rules.
Author: Inspire Search Corp.
Category: Travel Photography (Europe) | Model: gpt-5-thinking
If Copenhagen, Denmark is coastal, provide 10 tide‑dependent spots. Indicate high/low tide preference and safe footing cautions. Include a non‑coastal fallback if N/A.
Author: Inspire Search Corp.
Category: Travel Photography (Europe) | Model: gpt-5-thinking
Design a photo route using only public transit and ferries in Moab (Arches & Canyonlands), USA. List 10 segments with boarding point, window seat side, motion blur tip, and nearest follow‑up viewpoint...
Author: Inspire Search Corp.
Category: Travel Photography (USA) | Model: gpt-5-thinking
Design a photo route using only public transit and ferries in Osaka, Japan. List 10 segments with boarding point, window seat side, motion blur tip, and nearest follow‑up viewpoint.
Author: Inspire Search Corp.
Category: Travel Photography (Asia) | Model: gpt-5-thinking
Design a LinkedIn posting OS for 3 executives (CEO, CTO, VP Sales): - Weekly cadence (2 thought-leadership, 1 POV, 1 customer story) - Commenting protocol on partner/customer posts - DM follow-up temp...
Author: Inspire Search Corp.
Category: Enterprise | Model: gpt-5-thinking
List 50 listening queries (brand, category, competitor, pain phrases). Design a response map: join the convo, add value, invite follow, DM handoff.
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
Design a 5‑post onboarding series that new followers see over 2 weeks: intro, big promise, proof, quick win, community invite.
Author: Inspire Search Corp.
Category: Growth | 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
Design shoppable post flows (IG Shop, TikTok Shop, YouTube links). Add creative prompts, pinning strategy, and 'save for later' mechanics.
Author: Inspire Search Corp.
Category: Commerce | Model: gpt-5-thinking
Design retargeting sequences (viewed content → engaged → site visitor). Map content assets per step and define 'return to organic' CTAs to avoid ad fatigue.
Author: Inspire Search Corp.
Category: Ads | Model: gpt-5-thinking
Specify a visual system for thumbnails/covers: grids, type, logo lockups, color rhythm, and testable thumbnail hypotheses. Return with 10 copy lines per format.
Author: Inspire Search Corp.
Category: Design | Model: gpt-5-thinking
You are a senior social strategist. Build detailed audience personas (pain points, goals, buying triggers) for 3 priority platforms: Instagram, TikTok, LinkedIn. Then design a growth plan per platfor...
Author: Inspire Search Corp.
Category: Strategy | 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
Design a program to recruit and reward community ambassadors: roles, incentives, content co‑creation, and monthly showcases.
Author: Inspire Search Corp.
Category: Community | 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
Produce a carousel blueprint template with: - Slide-by-slide structure for 10 slides (hook, payoff, proof, objection, CTA) - 5 visual patterns (contrast, big number, checklist, diagram, before/after) ...
Author: Inspire Search Corp.
Category: Content Design | 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
Goal: design segmentation and CDP activation. Data: events, traits, CRM. Steps: 1) Build segments (recency, behavior, value); 2) Define activation triggers; 3) Map to channels via CDP (e.g., Segment);...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: predict churn propensity and design save flows. Data: user activity, support tickets, billing events. Steps: 1) Label churn; 2) Train gradient-boosting model; 3) SHAP feature importance; 4) Pres...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Design a community‑led growth plan for {product} aimed at {audience}. Outputs: community narrative, value ladder, onboarding rituals, weekly challenges, badge/rep system, moderation guidelines, and a ...
Author: Tsubasa Kato
Category: Product Ideation | Model: gpt-5
Create a market map for {space}. Buckets: Infra, Tooling, Apps, Services, Community. Propose a 0‑100 scoring rubric with weights for Momentum, Distribution, Moat, Team, Signal Quality. Score {entities...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Describe a workflow to optimize simulation scenarios on an HPC cluster, minimizing computational resources and maximizing accuracy. Please provide: - A step-by-step process for selecting suitable alg...
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
Design a CI/CD pipeline that minimizes energy. Tactics: selective test runs, caching, artifact reuse, ephemeral environments, static analysis gates, and carbon-intensity-aware scheduling. Add SLOs and...
Author: Tsubasa Kato
Category: devops | Model: gpt-5-thinking
For each data class in {{product_concept}} define purpose, legal basis, retention, and deletion automation. Propose privacy-by-default settings and user controls. Add an audit log design and breach pl...
Author: Tsubasa Kato
Category: data-governance | Model: gpt-5-thinking
For {{flow}} identify dark patterns to avoid and sustainable patterns to adopt. Produce microcopy and UI nudges that lower energy usage, promote breaks, and encourage active choices (opt-in tracking, ...
Author: Tsubasa Kato
Category: design | Model: gpt-5-thinking
Audit {{flow}} for accessibility and wellness. Propose improvements in typography, contrast, motion, haptics, and break reminders. Provide success criteria and QA checklist.
Author: Tsubasa Kato
Category: design | Model: gpt-5-thinking
Design perks that boost health and reduce footprint: commute stipends (bike/public), ergonomic kits, green cafeterias, movement breaks, and nature days. Add participation metrics and survey templates.
Author: Tsubasa Kato
Category: people-ops | Model: gpt-5-thinking
Design a lightweight but effective supplier assessment. Include: labor/environment criteria, conflict minerals, traceability needs, and red flags. Output: questionnaire, scoring rubric, escalation rul...
Author: Tsubasa Kato
Category: governance | Model: gpt-5-thinking
List risks for {{AI_use_case}} (medical/fitness/environmental). Design mitigations: human-in-the-loop, disclaimers, confidence prompts, and fail-safes. Add an evaluation plan with red-team tests and m...
Author: Tsubasa Kato
Category: risk | Model: gpt-5-thinking
For {{city_or_region}} design app features that reduce heat risk: shade routing, cool roofs map, hydration reminders, and social check-ins. Add a comms plan for heat waves and metrics for avoided risk...
Author: Tsubasa Kato
Category: adaptation | Model: gpt-5-thinking
Design a carbon-aware scheduling policy for {{workload_type}} on {{cluster_desc}}. Include: - Grid carbon intensity inputs ({{region_codes}}) + renewable forecasts - GPU tactics: mixed-precision, quan...
Author: Tsubasa Kato
Category: architecture | Model: gpt-5-thinking
Refactor {{feature}} to a local-first pattern with sync. Design conflict resolution, encryption, and degraded-mode UX. Estimate cloud bandwidth/energy saved and user benefits.
Author: Tsubasa Kato
Category: architecture | Model: gpt-5-thinking
Define features for {{product_concept}} that support healthy behavior: - Movement nudges, posture checks, digital well-being timers - Low-blue-light themes and sleep-friendly notifications - Opt-in ph...
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
If hardware is involved, propose a modular design and service model. Include: parts commonality, teardown steps, spare parts catalog, refurbishment flows, take-back logistics, and warranty terms that ...
Author: Tsubasa Kato
Category: hardware | Model: gpt-5-thinking
Create a co-design program for {{city_or_region}} involving residents and SMEs. Plan: recruitment, consent, workshops, surveys, walk-alongs. Synthesize pain maps (heat, noise, walkability, green acces...
Author: Tsubasa Kato
Category: urban-planning | Model: gpt-5-thinking
Integrate {{product_concept}} with local renewable availability. Design features for: flexible task timing, user consented deferral, battery/thermal storage coordination, and user-visible carbon savin...
Author: Tsubasa Kato
Category: energy | Model: gpt-5-thinking
If geospatial features exist, design overlays for green corridors, tree canopy, and sensitive habitats. Plan: data sources, caching, offline mode, and respectful UX. Add a policy to avoid enabling har...
Author: Tsubasa Kato
Category: geospatial | Model: gpt-5-thinking
Design micro-interventions for {{ICP}} that improve daily health without nagging. Deliver 20 interventions mapped to moments (work, commute, evening), opt-in, and privacy notes. Add measurement and ha...
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
Design a YouTube plan to 0→10k subscribers for {{product_concept}}. - 4 evergreen pillars with audience/jobs-to-be-done - 12 video outlines (title A/B, beat sheet, thumbnail text ≤4 words) - 3 Shorts ...
Author: Tsubasa Kato
Category: marketing-youtube | Model: gpt-5-thinking
Design 3 retention loops and 3 referral loops for {{product_concept}}. Map: trigger → action → reward → investment. Create messaging for: - X thread (feature drop) - TikTok micro-demo - YouTube tutori...
Author: Tsubasa Kato
Category: growth | Model: gpt-5-thinking
Design a trend-agnostic TikTok system: - 5 evergreen formats - Repeatable hook library (20 lines) - Shot templates and editing beats - Weekly cadence + batching workflow - Cross-post rules to Shorts/R...
Author: Tsubasa Kato
Category: marketing-tiktok | Model: gpt-5-thinking
Propose 5 pricing tiers and 3 paywall designs for {{product_concept}}. For each tier: value prop, target persona, risk reversal. Provide: - X thread explaining pricing logic - TikTok teardown (voiceov...
Author: Tsubasa Kato
Category: monetization | Model: gpt-5-thinking
Design a cross-platform viral campaign idea that can start on TikTok, trend on X, and be expanded into a long-form YouTube video for a sports goods, supermarket, or electronics brand. Include the key ...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
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
Design a quantum circuit that applies the Surface Code protocol to correct single-qubit errors in a logical qubit.
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a Python script to create and optimize a quantum circuit implementing Shor's algorithm for factorizing large numbers. Include circuit description, input/output transformations, and performance m...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a detailed explanation of the principles and implementation of surface codes or Shor codes in the context of quantum computing, including their applications and limitations. Describe how these ...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Create a high-level design for a quantum error correction protocol using surface codes, including the encoding and decoding procedures, and explain how it addresses noise in quantum computing.
Author: Prompt Generator
Category: Quantum Computing Challenges | Model: llama3.1:latest
Describe and diagram your approach to developing a practical error correction protocol for quantum computers. Assume a system with N qubits and account for common sources of error.
Author: Prompt Generator
Category: Quantum Computing Fundamentals | Model: llama3.1:latest
For workload <service>, model 12-month capacity and cloud cost. Include CPU/GPU, storage, egress, and LLM inference. Compare reserved vs spot vs savings plans. Map to SLOs and traffic seasonality. Out...
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
Evaluate vendors from <contracts> and <usage>. Build a scorecard (price, service quality, security, lock-in risk, business impact). Recommend renew, renegotiate, or replace with quantified ROI and swi...
Author: ChatGPT
Category: CFO | Model: GPT-5 Thinking
Design a quarterly org health pulse: survey items aligned to engagement drivers, heatmap by team, and actions for top 3 issues. Provide facilitator guide, comms plan, and follow-up metrics to verify i...
Author: ChatGPT
Category: HR | Model: GPT-5 Thinking
Design a weekly competitive intel brief for <industry>. Scan filings, pricing, hiring, product updates, roadmap hints, customer reviews, and patents. Score threat level 1-5, likelihood vs impact, and ...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
Design an EV/HV service cell. Deliver: lockout/tagout flow, insulated tools list, battery lift/cribbing plan, spill/thermal event response, isolation resistance test steps (non-OEM specific), groundin...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Design a dealership/independent shop ADAS calibration bay. Deliver: target layout zones, lighting spec, floor level checks, alignment workflow, OBD/scan integration, road-test route, and documentation...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Be a service-bay lead preparing cars for periodic Shaken. Deliver: intake checklist (lighting, brakes, emissions), J-OBD II scan tree, torque spec library, corrosion/undercarriage points, VIN/photo ev...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a digital twin of the yard and transport to dealers. Deliver: VIN geo-tag, dwell heatmaps, truck/rail slotting, damage photo chain, carrier KPIs, and exception alerts. KPIs: dwell ↓, damage %, ...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a workshop process respecting security-related repair access. Deliver: identity checks, role-based tool access, audit trail, key programming room layout, customer authorization flow, and data m...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a remanufacturing core loop. Deliver: core eligibility matrix, packaging, RMA portal UX, triage grading, and hazardous material handling notes. KPIs: core return %, days outstanding, recovery v...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a cost-cut agent for SaaS sprawl. Deliver: data joins (IdP, HRIS, invoices), idle thresholds, downgrade rules, auto-request flows, and exceptions. KPIs: seats reclaimed, cost/user, app count. O...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a time-and-motion study. Deliver: task breakdown, ergonomic checks, layout variants (U/L/inline), tool reach, and label flow. KPIs: seconds/order, errors, strain flags. Output: camera study SOP...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Build a MEIO sandbox. Inputs: service targets, lead-time stats, variability. Deliver: stocking policies, pooled safety stock math, push/pull what-ifs. KPIs: fill rate, inventory turns, cash tied. Outp...
Author: Tsubasa Kato
Category: Strategy | 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
Design a packet-loss hunt. Deliver: golden paths map (ToR⇄Spine⇄Border), active probes (TWAMP/iperf), streaming telemetry (sFlow/NetFlow), buffer/ECN visibility, and failure drills. KPIs: loss ppm, mi...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a reverse flow for returns. Deliver: reasons taxonomy, triage (resell/repair/recycle), carrier pickup rules, and grading station SOPs. KPIs: recovery %, cycle time, cost/unit. Output: layout, W...
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
Be a supply chain analytics lead. Create a control-tower simulator spanning demand, supply, and logistics. Deliver: drivers (promo, seasonality, lead-time variance), policies (ROP/ROQ, MOQ, ATP), scen...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design a purely educational docking simulation plan with public PDB examples only. Deliver: objective, dataset list, feature extraction, baseline (shape complementarity), KPIs (rank@k), error analysis...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Create a plan to simulate an active/band-pass filter with component tolerances. Deliver: transfer targets, SPICE model set, Monte Carlo runs, temperature corners, KPIs (gain ripple, Q, phase), manufac...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Design a topology optimization plan for a chair leg under seated loads. Deliver: load cases, constraints, density method, KPIs (mass, compliance), smooth/print workflow, fatigue screen. Output: steps,...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan a harmless SIR/SEIR toy simulation for campus flu dynamics using public, anonymized stats. Deliver: scope, compartments, equations, parameters to estimate, scenarios (mask uptake, class density),...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan an FEA workflow for a lightweight camera gimbal bracket. Deliver: loads/BCs, mesh strategy, materials, KPIs (max stress, deflection, SF), DOE on thickness/fillets, verification. Output: CAD-to-FE...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan a CFD study for a fanless electronics enclosure. Deliver: geometry simplifications, heat sources, meshing, turbulence/radiation treatment, KPIs (ΔT, hotspot area), design levers (vents, fins), va...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dash...
Author: Tsubasa Kato
Category: Simulation | 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
Act as program manager for a 200–800 staff company. Deliver a 30/60/90 plan: portfolio of 6 agents (sales, finance AP, IT help, HR Q&A, legal intake, PMO summarizer), governance (RBAC, data retention)...
Author: Tsubasa Kato
Category: Strategy | 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 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
Provide practical steps for prolonged blackout. Goals: stay safe, save battery, stay reachable. Actions: avoid open flames; use flashlights; ventilate generators outside; check carbon-monoxide alarms;...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Guide civilians through extended power loss. Focus: avoid secondary hazards, conserve power, keep contact cadence. Actions: avoid candles (use flashlights), ventilate generators outdoors, check CO ala...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Be a concise emergency helper during regional network failures. Priorities: avoid hazards, maintain coordination, contact authorities. Inputs: scenario, city/area, environment, companions, constraints...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Crowded venue/parade with stalled mobile service. Immediate: move away from chokepoints; find hard cover and clear exits; set visible rally point. Comms: 10/20-minute check-ins; SMS landmark; leave wr...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Service disruptions from cyber incident. Advice: carry cash; expect traffic signals/boards to fail; take simple routes; verify info via multiple sources (radio, official accounts); ignore unsolicited ...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Suspected cyberattack affecting ISP, payments, transit info. Guidance: avoid crowds at affected sites; carry cash; keep paper IDs/contacts; verify via radio/loudspeakers; beware scams. Mobility: signa...
Author: Tsubasa Kato
Category: Safety | 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
Suspected cyberattack disrupting ISP, payments, transit info. Guidance: avoid crowds at affected facilities; carry cash; keep paper copies of IDs/contacts; verify via radio and official loudspeakers; ...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
You are an Adobe Photoshop expert with deep knowledge of professional workflows in design, photography, and digital production. I am an advanced user, so do not explain basics. Instead, focus on advan...
Author: [email protected]
Category: image editing, Photoshop, image, picture | Model: GPT-5, GPT-4o, Sonar
Propose a GTM checklist that aligns platform distribution and data access practices with evolving EU platform rules. Focus on marketplace dependence, data portability messaging, and partner co-marketi...
Author: ChatGPT
Category: business | Model: gpt-5
Outline a workbook to design a world that spans book, film, and audio. Define geography, tech level, institutions, magic or science rules, character network, and transmedia entry points.
Author: ChatGPT
Category: storycraft | 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
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
Design experiments to test Privacy Sandbox-style interest targeting versus first-party audiences. Provide holdout design, readout metrics, and budget guardrails.
Author: ChatGPT
Category: business | Model: gpt-5
Design a CS copilot that summarizes calls, flags risk, recommends playbooks, and drafts QBRs. Include evaluation metrics and human-override mechanisms.
Author: ChatGPT
Category: business | Model: gpt-5
Design a zero-party data strategy with a preference center for email/SMS/LINE. Specify quiz flows, progressive profiling, incentives, data schema, and how to activate segments in CRM/CDP for JP/US/EU ...
Author: ChatGPT
Category: business | Model: gpt-5
Design a JP e-commerce entry plan covering Rakuten Ichiba, Yahoo! JAPAN Shopping, Amazon.co.jp, and LINE Mini App. Include store ops, coupons, PayPay/credit flows, review acceleration, and seasonal ca...
Author: ChatGPT
Category: business | Model: gpt-5
Design a fair-play mystery toolkit. Define 5 clue types, 3 red herring patterns, a suspect matrix template, and a reveal structure that feels earned. Finish with a one-page outline for an original who...
Author: ChatGPT
Category: storycraft | Model: gpt-5
Design a thematic watchlist that traces the evolution of Japanese horror from folklore to digital-era hauntings. Include 8 films, signature motifs, cultural context, spoiler-light talking points, and ...
Author: ChatGPT
Category: film | Model: gpt-5
Act as a RevOps strategist and design an AI sales agent workflow for a B2B SaaS selling in Japan, the USA, and Europe. Include ICPs, lead-scoring features, enrichment sources, routing rules, multiling...
Author: ChatGPT
Category: business | Model: gpt-5
Design a decision framework to prioritize a to-be-read pile. Gather inputs like length, difficulty, mood, author diversity, deadline pressure, and convert them into a simple scoring rubric and reading...
Author: ChatGPT
Category: books | Model: gpt-5
Design a fun decision game that picks tonight's movie using constraints like runtime cap, mood, decade, language, and availability. Output 5 candidates and a playful coin-flip or die-roll mechanic.
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
Design a checkout UX with local payment methods: Japan (credit, convenience store pay, mobile wallets), EU (SEPA, local wallets), US (cards/wallets). Provide copy and risk checks.
Author: ChatGPT
Category: business | Model: gpt-5
Generate a 12-second 4K, 24fps cinematic video of pale-pink sakura petals drifting along a clear mountain river at golden hour. Camera: slow gimbal dolly from low angle across water surface, shallow d...
Author: Assistant
Category: Nature | Model: Sora
Design a 10-part micro-essay series with prompts, word caps, and posting cadence. Include ideas for data-driven posts, form-focused posts, and personal history posts.
Author: ChatGPT
Category: writing | Model: gpt-5
Design a double-sided referral program with fraud prevention and LTV-based rewards. Include copy, trigger points, channel mix (email/LINE/WhatsApp), and dashboard specs.
Author: ChatGPT
Category: business | Model: gpt-5
Draft a checklist for adapting manga to live action. Address casting, visual language conversion, set design, VFX budget reality, fan expectations, and what to compress or re-sequence.
Author: ChatGPT
Category: film & manga | Model: gpt-5
Design a lightweight MMM combined with geo-experiments to validate channel incrementality. Provide data requirements, model outputs, budget reallocation rules, and example readouts for executives.
Author: ChatGPT
Category: business | Model: gpt-5
Design a land-and-expand machine to hit 120%+ NRR. Include expansion triggers, success plans, executive QBR templates, and a champion-building program per region.
Author: ChatGPT
Category: business | Model: gpt-5
Design an event-led growth roadshow across Tokyo, San Francisco, and Berlin. Provide venue types, agendas, local speakers, VIP dinners, and pipeline goals.
Author: ChatGPT
Category: business | Model: gpt-5
Design an OMS plan to sync inventory across DTC, Rakuten/Amazon, and retail stores. Include safety stock rules, backorder policies, and customer comms templates.
Author: ChatGPT
Category: business | Model: gpt-5
Design a continuous competitive intelligence loop using AI to summarize releases, pricing shifts, and reviews. Provide alerting rules and battlecard updates cadence.
Author: ChatGPT
Category: business | Model: gpt-5
Design multi-currency pricing experiments with A/B and quasi-experimental methods. Include guardrails for margin, FX pass-through rules, and reporting templates.
Author: ChatGPT
Category: business | Model: gpt-5
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
Design a store-traffic program using localized ads, store locator SEO, and promo codes to measure offline lift across regions.
Author: ChatGPT
Category: business | Model: gpt-5
You are the head of digital strategy for a Fortune 500 company with multiple product lines and global markets. How should we design an enterprise-wide SEO strategy that balances global consistency (br...
Author: [email protected]
Category: SEO, business, business strategy | Model: GPT-4o, GPT-5
Act as an expert business development representative for a Fortune 500 tech company specializing in cloud infrastructure. Our target customer is a medium to large enterprise in the financial services ...
Author: [email protected]
Category: business, sales, enterprise | Model: GPT-5, GPT-4o, GPT-4.5
Imagine you are an expert in international copywriting and cross-cultural communication. Create three sample marketing messages (taglines, short ad copy, or email subject lines) for my [product/servic...
Author: [email protected]
Category: communication, marketing, message, global, audience | Model: GPT-5, GPT-4o, o3
How can you design adaptable workflows that align with your team's unique way of working?
Author: [email protected]
Category: job, work, working, workflow | Model: GPT-4.1, o3, o4-mini, o4-mini-high
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
You are an expert Go developer with a PhD in computer science, acting as a senior, curious, and detail-oriented pair programmer. You bring academic rigor and years of production experience in Go, with...
Author: [email protected]
Category: Programming, work | Model: GPT-4o, o4-mini, o4-mini-high, o1, o3
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
Design a user-friendly website layout that prioritizes searchability and readability, using elements like headings, meta tags, and sitemaps.
Author: [email protected]
Category: layout, design, website, layout | Model: GPT-4o, GPT-4, o3-mini, o1
You are a UX/UI designer. Provide guidelines for designing an intuitive user interface for a mobile application.
Author: Admin
Category: Technology & Design | Model: GPT-4o
Imagine you are a customer service representative. Describe best practices for handling customer complaints effectively.
Author: [email protected]
Category: NLP,GPT-4,o3-mini, | Model: GPT-4,GPT-4o,o3-mini,o3-mini-high,o1
To evaluate whether a person has advanced knowledge of physics and science, consider the following ten questions covering a range of topics, including theoretical and experimental physics, as well as ...
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
Provide a comprehensive comparative analysis of the top 5 cloud computing providers (AWS, Azure, GCP, Alibaba Cloud, IBM Cloud) based on market share, revenue growth, service offerings, and customer s...
Author: Market Analyst
Category: Technology | Model: GPT-4
Write a persuasive pitch for a new social media platform designed for female entrepreneurs.
Author: AI-Creator
Category: Career | Model: gemini-1.5-pro
Suggest a list of DIY home decor projects inspired by classic French cottage style.
Author: AI-Creator
Category: Lifestyle | Model: gemini-1.5-pro