Showing results for "rate-limiting"
Describe how formal partnerships between universities and industry—such as joint AI laboratories and shared facilities—shape the rate of breakthroughs, workforce skills, and technology transfer. Compa...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how large and persistent capital inflows shape a country's exchange-rate regime, monetary autonomy, inflation dynamics, and fiscal space. Compare sterilized and non-sterilized policy responses...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
You are asked to evaluate a national housing strategy aimed at increasing homeownership while keeping cities livable and affordable. Analyze the policy levers that matter most: land use, mortgage acce...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain why two banks can operate in the same economy but deliver very different profit growth. Discuss the role of credit growth, net interest margins, deposit costs, fee income, provisions, and asse...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the trade-offs that arise when a democratic government expands police powers in the name of security. Explain which safeguards reduce abuse, how oversight mechanisms can fail, and what design ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Governments and regulators are increasingly using artificial intelligence in advertising oversight, fraud prevention, healthcare, and business automation. Evaluate the central policy questions: when s...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine a large agricultural economy facing a stronger-than-usual climate disturbance that threatens crops, logistics, and food prices. Explain how such a shock can travel through supply chains into h...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Extreme heat, wildfire risk, flooding, and shifting seasons are increasingly affecting the UK. Explain how a country can adapt when weather hazards stop being exceptional and become part of normal pla...
Author: Curioprompt
Category: Climate | Model: gpt-5.4-mini
Governments often regulate everyday choices such as drinks, social media use, compensation transparency, and public conduct. Compare the strengths and weaknesses of rules that target health risks, wor...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the conditions that determine whether self-driving technology becomes a practical transport system or remains a limited pilot. Cover sensor reliability, mapping, weather, road design, insuranc...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are drafting competition and AI policy for a digital economy dominated by a few large platforms. Analyze the benefits and risks of forcing platform operators to share data, open technical interfac...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine you are designing a national adaptation strategy for a country facing repeated heatwaves, drought, water stress, and wildfire seasons. Identify the most vulnerable systems, including cities, r...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Examine why governments often try to raise birth rates even when demographic aging appears difficult to reverse. Discuss the economic pressures of an older population on pensions, healthcare, labor su...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how informal neighborhood exchanges, cultural land trusts, and community-driven public spaces help build social trust, preserve identity, and anchor civic life. Compare the strengths and limit...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explain how weather shocks such as El Niño can ripple through food inflation, fiscal balances, central-bank policy, and consumer expectations. Build a framework for judging when a central bank should ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain the trade-offs involved in designing a sovereign financing plan when a government wants to cover debt payments, stabilize markets, and limit reliance on external lenders. Compare tools such as...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
In some societies, clothing, performance, and popular culture are used to signal political identity or preserve social values under pressure. Analyze how everyday cultural forms can become tools of ac...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
A community discovers that many old films, recordings, or visual archives are deteriorating and must be saved before they disappear. Analyze the cultural, technical, and financial choices involved in ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Analyze how a weakening domestic currency affects an export-led economy from the perspective of firms, consumers, investors, and policymakers. Explain the winners and losers, how companies can hedge o...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain why leveraged or highly concentrated investment products become popular during market enthusiasm, and why regulators often warn about them only after losses begin to accumulate. Explore the be...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Imagine a country wants to deploy AI at national scale across government, education, industry, and daily life. What should it build itself, what should it buy from abroad, and what should it leave to ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore why areas protected by custom, religion, or community practice often preserve biodiversity better than purely administrative conservation methods. Compare the strengths and limits of sacred gr...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze how governments, utilities, insurers, and businesses should plan for increasingly frequent climate disruptions that affect power, transport, housing, and emergency response. Focus on what brea...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the forces that drive a rising wave of credit delinquency in an economy with high consumer borrowing, uneven incomes, and persistent inflation. Identify the early warning signs lenders, regula...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze how weather-driven supply shocks, especially in agriculture, can push inflation higher and force governments to revise forecasts. Explain the policy trade-offs involved when central banks and ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
You are advising a finance ministry that wants to introduce a new excise-style levy as part of broader tax reform. Design a gradual rollout strategy that minimizes inflationary pressure, compliance pr...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the conditions under which a country can convert a temporary export surge into a durable export supercycle. Use the case of an economy with strong semiconductor leadership, heavy exposure to g...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Discuss the policy options for setting age-based limits on social media and other digital platforms. Compare age verification systems, parental consent models, platform design standards, and enforceme...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine you are designing a long-term tourism policy for a popular destination facing overcrowding, housing pressure, congestion, and resident backlash. Evaluate the strengths and weaknesses of tools ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Imagine you are advising a government and a group of companies navigating a prolonged currency decline. Analyze how a weaker currency affects exporters, importers, households, debt burdens, tourism, e...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A rising public-debt burden can collide with a labor market that is losing momentum and a central bank that still needs to control inflation. Explain how governments balance debt sustainability, job c...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze how governments decide when to add a new vaccine to a free immunization program. Address the evidence needed for inclusion, the economics of prevention versus treatment, equity concerns for ch...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Critique a policy agenda aimed at women that emphasizes a small set of highly visible concerns such as health, caregiving, and education. What problems does this approach solve well, and what issues d...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Develop a balanced framework for setting age limits or access rules for social media and other digital platforms. Address evidence on child development, mental health, addiction, privacy, free express...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Act as a constitutional and political analyst. Explore how democracies manage leadership succession when a long-serving president or prime minister cannot continue in office. Discuss how term limits, ...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Examine how rapidly growing AI demand reshapes the physical infrastructure behind computing. Focus on the tension between performance, power consumption, thermal limits, and supply-chain resilience, i...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the pros and cons of expanding access to self-defense tools for vulnerable groups. When does a policy meant to increase personal safety also signal a failure of broader public protection? Dis...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how industries respond when production is constrained by external quotas, shortages of critical inputs, or dependence on single foreign markets. Compare the strategic options available to firm...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Assess how societies should respond when a powerful technology becomes embedded in everyday life before rules are fully settled. Focus on three tensions: innovation versus oversight, consumer convenie...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Create a strategy for a semi-arid region that must stretch limited water supplies while protecting health, agriculture, and livelihoods. Compare desalination, reuse, salinity management, efficient irr...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explain the economic mechanisms that can cause a sudden surge in industrial output and export orders in an advanced manufacturing economy. Break down the roles of global demand, semiconductor and elec...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Assess how governments, central banks, and firms should make decisions in an environment of modest growth, exchange-rate volatility, trade pressure, and uncertain economic measurements. Discuss the ch...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Designing a pension system for an aging society requires balancing adequacy, fairness, incentives, and fiscal sustainability. Explain the main models for retirement provision—pay-as-you-go, funded acc...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze why a housing market can remain weak even after policy support, lower rates, or public pressure to build more homes. Explore the roles of permitting, land availability, financing, labor shorta...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A technologically advanced economy wants to stay competitive by investing in AI, advanced chips, research universities, and private computing infrastructure. Map the full innovation ecosystem needed t...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how social movements gain visibility and legitimacy through marches, public negotiations, cultural events, and alliances with institutions. Compare the strengths and limits of protest, celebra...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze how persistent price pressure and a weak currency change the behavior of households, retailers, manufacturers, and central banks. Why do some sectors respond with shrinking portions, cheaper i...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Assess the promise and limits of automation in labor-intensive, high-stakes settings such as defense, logistics, disaster response, or healthcare. Which tasks are good candidates for robots and drones...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are building a framework to evaluate whether a central bank is too tight, too loose, or appropriately cautious. Explain how rate-setting affects inflation expectations, fiscal costs, credit market...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Act as an economic policy analyst and evaluate how a central bank can support growth while avoiding overheating, financial imbalances, and dangerous asset bubbles. Explain the role of interest rates, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A central bank is gradually raising interest rates after years of ultra-low policy, with some economists expecting further hikes and officials warning that inflation could exceed target. Build a frame...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A country’s currency has fallen to a multi-decade low, making imports more expensive while helping exporters and asset markets. Analyze the long-term winners and losers of a sustained currency decline...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the role of forests, ecosystems, and other natural carbon sinks in climate strategy. Why might their carbon-storage capacity be lower or more uncertain than optimistic models assume? Discuss m...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A government is trying to respond to harmful but popular products and risky behaviors through tighter rules, testing, and penalties. Use this as a framework to compare different regulatory tools: taxa...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
A mid-sized export-oriented economy is seeing stronger growth forecasts, high competitiveness rankings, and stable interest rates despite external uncertainty. Break down the policy mix that can suppo...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
You are advising a government trying to stabilize prices, protect households, and maintain strategic independence in a volatile global economy. Analyze how central bank policy, fiscal subsidies, excha...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the gap between impressive robot demos and real-world general intelligence. Why do robots often perform well in controlled environments but fail when tasks require coordination, improvisation,...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A country is facing persistently low birth rates and a declining number of small businesses serving local communities. Analyze how demographic change affects education, healthcare, retail, transport, ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Climate plans often rely on forests and other ecosystems to absorb carbon, but that capacity can be weaker, more variable, or more reversible than assumed. Analyze the policy consequences of overestim...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the most effective ways to reduce mosquito-borne disease risk as warming climates and mobility increase the spread of pathogens. Compare interventions such as sterile-mosquito programs, vector...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Examine how cities can redesign daily life for hotter summers: swimming access in waterways, shaded public spaces, adjusted school calendars, transport planning, and emergency cooling measures. Compar...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explain how exchange rates and external shocks influence a country’s trade balance and inflation. Build a framework that connects a weaker currency to import prices, consumer costs, corporate margins,...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain how a weakening currency can ripple through an economy by affecting imports, exports, inflation, foreign investment, and corporate financing. Compare when central banks, governments, and firms...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain how a weakening currency can ripple through an economy by affecting imports, exports, inflation, foreign investment, and corporate financing. Compare when central banks, governments, and firms...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze why governments care so much about deficit reduction, debt trajectories, and investment-grade credit ratings. Explain the tradeoff between fiscal consolidation and spending for growth, and des...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze why governments care so much about deficit reduction, debt trajectories, and investment-grade credit ratings. Explain the tradeoff between fiscal consolidation and spending for growth, and des...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain the economic consequences of short-term speculative capital inflows and outflows for an emerging market. Cover how these flows affect exchange rates, inflation, asset prices, borrowing costs, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain the economic consequences of short-term speculative capital inflows and outflows for an emerging market. Cover how these flows affect exchange rates, inflation, asset prices, borrowing costs, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Act as an energy analyst. Compare the main tools used to stabilize an electricity grid with growing renewable generation, including batteries, reservoirs, flexible demand, interconnections, and real-t...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Act as an energy analyst. Compare the main tools used to stabilize an electricity grid with growing renewable generation, including batteries, reservoirs, flexible demand, interconnections, and real-t...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain why a stock market heavily weighted toward technology can fall sharply even when long-term fundamentals remain strong. Discuss the roles of valuation, foreign capital flows, interest-rate expe...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Build a decision framework for governments facing persistent energy-cost pressure. How should policymakers choose among subsidies, tax relief, price caps, strategic reserves, public investment, and de...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain why housing markets accelerate and how policymakers can tell the difference between healthy demand and a bubble-like surge. Break down the roles of interest rates, household incomes, rental sh...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Many economies invest heavily in advanced technologies like AI, automation, and semiconductor design, yet those investments do not always lift productivity, wages, or consumer demand across the wider ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze how rising heat and environmental stress can accelerate the adoption of smarter farming practices. Discuss the role of precision irrigation, sensor-based monitoring, drought-resistant crops, a...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explain how central banks and governments balance disinflation against credit growth, consumer demand, investment, and fiscal stability. Use a clear comparison of what rate cuts help, what they risk, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain how a region can use a constellation of small satellites to improve environmental monitoring, emergency response, and infrastructure planning. Compare the advantages and limitations of small s...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how monetary authorities communicate future policy paths (such as forward guidance and conditional rate expectations) and evaluate how different signaling regimes influence corporate investmen...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop a policy toolkit for a regional fisheries management plan that balances marine ecosystem health with coastal livelihoods. Include stock assessments, scientifically grounded catch limits, enfor...
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 how macro indicators such as GDP growth surprises, sovereign credit ratings, and credible fiscal management influence long-run policy choices, borrowing costs, and investment decisions in emer...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Assess the potential and limits of autonomous maritime systems in defense, including command-and-control architectures, mission planning and logistics, countermeasure strategies, and socio-ethical/reg...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the transmission mechanisms by which central bank policy rate changes influence inflation, output, credit conditions, and asset prices in an emerging economy. Compare the roles of the interest...
Author: Curioprompt
Category: Economics | 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
Analyze the decision processes behind accumulating foreign exchange reserves and deploying them to stabilize exchange rates, reassure markets, and support macroeconomic goals. Compare strategies for r...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how volatile energy prices can propagate through a country's financial markets, exchange rate, inflation, and growth outlook. Identify transmission channels (import costs, commodity-linked equ...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Explain how large pension funds’ allocations to foreign assets influence domestic debt financing conditions, currency markets, and macro stability. Discuss transmission channels such as capital flows,...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Analyze how macro policy signals (interest rates, inflation expectations, fiscal incentives), access to credit, and corporate governance influence investment decisions and long-run growth in a develop...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
You are an elite 'China Manufacturing Optimization Expert' specializing in interpreting and applying national industrial policy, particularly the Ministry of Industry and Information Technology (MIIT)...
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
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
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 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 a highly specialized AI Consultant and Expert Analyst focused exclusively on the Turkish Textile, Apparel, and broader Manufacturing Sector. Your expertise must integrate deep knowledge of Tur...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a framework to pick a handheld display: size/resolution tradeoffs, refresh rate, VRR, brightness, touch, and power draw. Include recommendations by usage profile.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Help me define a known-good baseline configuration: OS settings, power limits, fan curve, and control mappings. Provide a baseline snapshot template for easy restores.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a diagnosis plan for throttling: what metrics to log (temps, clocks, power), how to reproduce, and how to decide between cooling vs power limits.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Provide a market analysis for [industry] in [region]. Include market size (TAM/SAM/SOM), growth rate, main customer segments, top competitors and their strengths/weaknesses, key trends, and a clear st...
Author: [email protected]
Category: analysis | Model: GPT-5.2, GPT-5.4
Create a documentation crawler for self-improvement research that respects robots.txt, rate limits, and TOS. Include caching, dedupe, and citation storage.
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
Create a documentation set for the self-improving agent: architecture, tools, policies, and runbooks. Include a “limitations” section and safety rationale.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a policy for change budgets: cap number/size of automated PRs per day, prioritize highest impact, and avoid overwhelming reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a sandbox spec: network isolation, filesystem constraints, resource limits, and safe temp dirs. Include how MCP tool wrappers enforce the sandbox.
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 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
Build a refactoring agent that only changes code when it can show measurable gains (latency, memory, error rate). Include baseline capture and regression detection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a chaos testing approach limited to staging: inject failures, verify timeouts/circuit breakers, and ensure alerts fire. Require strict boundaries and approval.
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
Create an agent to tune caches: TTLs, invalidation, and hit rates. Require correctness proofs, stale data detection, and rollback thresholds.
Author: Assistant
Category: safe-self-improving-ai | 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 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
Define hard caps on recursion: max iterations, time limits, budget limits, and scope constraints. Provide rules for when to reset context and when to escalate to humans.
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
Generate a model/system card template: intended use, limitations, safety mitigations, eval results, and known failure modes. Include a changelog section for each iteration.
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
Create a plan for handling PDFs: downloading, parsing text, capturing page numbers, and generating citations. Include limitations and a quality checklist for extraction accuracy.
Author: Assistant
Category: research-bot | 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
Create a least-privilege permission model for tools: scopes, rate limits, time bounds, and audit logs. Provide an authorization matrix and guidelines for granting elevated access.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Draft a compliance-first plan: robots.txt handling, site terms, user-agent identification, rate limiting, and respectful crawling. Include an ethics checklist and escalation rules.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a selection matrix for available APIs: search/SERP providers, content extraction, crawling, and anti-bot friendly approaches. Compare cost, rate limits, coverage, and TOS constraints.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan a resilient fetching layer: retries, exponential backoff, timeouts, caching, and content-type handling. Include how to avoid hammering sites and manage 429/503 responses.
Author: Assistant
Category: research-bot | 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 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 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
Create a unified rate limit manager: per-provider quotas, burst control, adaptive throttling, and retry policies. Include how to schedule jobs to maximize throughput within limits.
Author: Assistant
Category: research-bot | 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
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
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
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 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
Create a mental resilience routine for off-grid situations: sleep protection, information limits, grounding techniques, and decision hygiene. Include a daily template.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a wellbeing guide for disruptions: grounding techniques, routines, limiting doomscrolling, helping others, and when to seek support. Keep tone reassuring and practical.
Author: Assistant
Category: preparedness | Model: gpt-4o
Create a calm 72-hour off-grid survival plan for an unexpected disruption (no power, no running water, limited transport). Include priorities by hour (0–1, 1–6, 6–24, 24–72) and a printable checklist.
Author: Assistant
Category: off-grid-survival | 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 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
Create a permissions matrix: tools by scope, environment (dev/stage/prod), rate limits, and allowed parameters. Include an approval process for permission elevation.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create safe, practical options for cooking without utilities (limited power/gas). Include no-cook menus, sanitation tips, and safe fuel handling reminders.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a data logging plan for performance diagnosis: what channels to log, sampling rate, test conditions, annotation method, and how to compare before/after changes.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
List common statistical traps in media (base rates, selection bias, p-hacking, survivorship). Provide a quick “sanity check” checklist for numbers.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create homework ideas with high completion rates: micro-tasks, self-checking, and accountability. Include a weekly routine and incentives that aren’t punitive.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Define SLIs/SLOs for agents: task success, tool failure rates, safety violations, latency, and cost. Provide a dashboard layout and alert thresholds.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a bilingual (English/Japanese) student progress report template: skills ratings, comments, goals, and action steps. Include examples at beginner/intermediate/advanced.
Author: Assistant
Category: language-teaching | 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
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
Explain a safe mastering chain for students: limiter, loudness targets, clipping risks, and how to compare to references. Include export specs for streaming and video platforms.
Author: Assistant
Category: music-ai-students | 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
Coach me on offering empathy while maintaining boundaries. Provide phrases for validating feelings, asking needs, and setting limits. Include do/don’t examples.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Provide a mental resilience routine: sleep protection, information limits, simple grounding techniques, and decision hygiene (avoid impulsive actions).
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a bicycle shifting diagnosis workflow: cable tension, hanger alignment, chain/cassette wear, derailleur limit screws, B-tension, housing friction, and electronic shifting checks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Provide safe hand hygiene strategies when water is limited: handwashing technique, alternatives, and a daily routine that minimizes consumption.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a heatwave plan focusing on commuters: hydration, timing, clothing, and safe exertion limits. Include a small kit list and reminders.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Explain what signals can suggest AI-generated text/audio/images, and the limits of detection. Provide a cautious approach: what to conclude and what not to conclude.
Author: Assistant
Category: information-reliability | 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
Create a food safety guide when refrigeration is limited: how to prioritize perishables, safe leftovers handling, and meal sequencing. Keep it practical and general.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Define north-star metrics for AI in 2026: time-to-decision, cost-per-outcome, error-rate under policy, trust score, and automation rate with human satisfaction. Provide instrumentation plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Produce a scout card template: technical, tactical, physical, and psych scores with examples from academy clips. Add an interactive ‘rate this clip’ CTA.
Author: Assistant
Category: development-scouting-interactive | Model: gpt-4o
Write age-appropriate explanations of confidentiality and its limits for elementary, middle, and high school students. Include a short ‘do you understand?’ check.
Author: Assistant
Category: ethics-and-communication | Model: gpt-4o
Analyze current burn rate, runway, and survival scenarios with clear next-step recommendations.
Author: Assistant
Category: finance | 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
Run a 16-seed bracket of ballpark foods. Provide voting copy, seeding logic, and highlight reels for semifinalists. Track completion rate to push finals.
Author: Assistant
Category: interactive-bracket-fun | 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
Build a pre-market heatmap for Asia/ASEAN showing overnight moves (equities, FX, rates, oil, LNG spot), top policy headlines, and a 6-bullet risk radar. Output a one-page table with color-coded deltas...
Author: Assistant
Category: newsroom-ops | Model: gpt-4o
Craft LinkedIn + email cadences targeting Minato City tech managers (JA/EN). Provide 6 thought-leadership post outlines, CTA ladders, and sponsor targeting (Roppongi, Shibaura). Calibrate to ≥70% pred...
Author: Assistant
Category: B2B-demand | Model: gpt-4o
Engineer prompt prefix trees and semantic caches to cut latency/cost for recurring tasks. Provide hit-rate models and invalidation policy.
Author: Assistant
Category: infra-efficiency-LLM | Model: gpt-4o
Specify a lightweight agent loop with decomposition, execution, and critique. Provide termination conditions, trace logging, and loop unroll limits.
Author: Assistant
Category: agent-architecture-LLM | Model: gpt-4o
Propose TikTok + Telegram funnel for Baghdad students/young pros (AR/EN). Provide 12 hooks, low-data creatives, and Telegram bot flows. Add quiet-hours policy and safety copy; target ≥70% predicted en...
Author: Assistant
Category: emerging-markets-acq | Model: gpt-4o
Summarize BRICS central bank guidance (rates, FX reserves, gold, CBDC pilots). Provide a hawk/dove meter and suggested chart pack for broadcast.
Author: Assistant
Category: monetary-policy-briefing | Model: gpt-4o
Build a hyperlocal plan for ZIP 32130: Facebook Groups, Nextdoor, school/PTA newsletters, and SMS. Provide coastal/weather-aware scheduling and creative pack; target ≥70% predicted engagement via comm...
Author: Assistant
Category: local-outreach-us-zip | Model: gpt-4o
Engineer a KV-cache offload strategy spanning HBM→HBM2e→CPU RAM→NVMe. Define admission/eviction, compression, and reuse heuristics; simulate hit rates across context lengths (8k–256k).
Author: Assistant
Category: systems-architecture-LLM | Model: gpt-4o
Plan maker workshops in Arakawa City (JA) tied to fabric/leather heritage. Provide event posts, ticketing copy, and vendor collabs. Model ≥70% predicted engagement via RSVP>28% and repeat rate.
Author: Assistant
Category: community-activation-local | Model: gpt-4o
Implement per-tenant and per-feature budgets: rate limits, max prompt length, and fallback models. Provide business rules and alerts to prevent runaway spend.
Author: Assistant
Category: finops-LLM | Model: gpt-4o
Map the cold chain in a Duque de Caxias food warehouse: temp loggers, door discipline, staging time limits, and alarm escalation. Output loss reduction plan.
Author: Assistant
Category: cold-chain-ops | Model: gpt-4o
Plan A/B tests: citation density, inline previews, and confidence badges. Define success metrics (task time, trust score, correction rate) and sample size math.
Author: Assistant
Category: product-experiments | Model: gpt-4o
Specify constrained modes with scope limits, consent prompts, guideline links, and mandatory citation density. Provide refusal templates and domain-specific disclaimers.
Author: Assistant
Category: policy-governance | Model: gpt-4o
Translate macro indicators (inflation, rates, PMI) into sector and company impacts. Output a watchlist with likely winners/pressured names conceptually.
Author: Assistant
Category: investing-macro-bridge | Model: gpt-4o
Write a polite crawling policy: robots.txt compliance, crawl budgets, backoff, and legal safe-use notes. Provide telemetry fields to prove compliance.
Author: Assistant
Category: crawler-governance | Model: gpt-4o
Map sources of advantage (network, cost, brand, switching). Rate durability and identify erosion signals. Output a watchlist checklist.
Author: Assistant
Category: investing-strategy | Model: gpt-4o
Create an approach/departure noise model for an urban vertiport. Propose blade count, tip speed limits, and flightpath shaping. Deliver a community engagement and measurement plan with KPI thresholds.
Author: Assistant
Category: operations-noise-abatement | Model: gpt-4o
Define a plugin interface for new corpora with auth, rate limits, pagination, and schema normalization. Provide example adapters and a certification checklist.
Author: Assistant
Category: platform-extensions | Model: gpt-4o
Specify composite materials for wing and fuselage skins. Define ply schedule, cure cycle, NDI plan, and a field-repair SOP with allowable damage limits and repair kit contents.
Author: Assistant
Category: materials-process | Model: gpt-4o
Create a cover line strategy: promise formats, length limits, and placement grid. Provide 12 cover line formulas and an A/B testing matrix for digital covers.
Author: Assistant
Category: cover-strategy | Model: gpt-4o
Create a production pipeline: ICC profiles, proofing ladder, ink limits, paper choices, and printer handoff. Provide preflight checklist and schedule.
Author: Assistant
Category: production-ops-print | Model: gpt-4o
Compare delivery partners, fees, prep times, batching, and refund rates for retail and food competitors. Model per-order margin. Recommend levers to win on speed or margin.
Author: Assistant
Category: ops-economics | Model: GPT-5.1
Using sample receipts or menu photos, rebuild SKU mix for rivals. Tag KVI items, margin drivers, and attach rate. Recommend shelf or menu engineering moves.
Author: Assistant
Category: merchandising-analysis | Model: GPT-5.1
Build five-forces analyses for movie, retail, food, software, and hardware sectors in the target market. Rate each force 1–5 with evidence. Output sector-by-sector radar charts specs and a consolidate...
Author: Assistant
Category: strategy-frameworks | Model: GPT-5.1
Compare competitors’ API surface, rate limits, partner galleries, and rev share. Identify ecosystem dependency risks and opportunities for us.
Author: Assistant
Category: platform-strategy | Model: GPT-5.1
Benchmark loyalty tiers, earn/burn rates, and experiential perks for retail and food competitors. Suggest 3 high-ROI perks we can add.
Author: Assistant
Category: loyalty-strategy | Model: GPT-5.1
Measure flow efficiency vs wait time across intake to delivery. Propose WIP limits and policy changes. Output a kanban health report.
Author: Assistant
Category: lean-ops | Model: gpt-4o
Compare D2C and marketplace reliance for rivals. Track take rates, review health, and seller scores. Suggest mix shifts and review-fluency tactics.
Author: Assistant
Category: commerce-strategy | Model: GPT-5.1
Given night lows and sleeper type, recommend R-value, quilt/bag rating, and clothing stack. Add condensation management tips.
Author: Assistant
Category: camp-comfort | Model: gpt-4o
Explain station lockers, hotel storage, and luggage forwarding in Europe and Asia. Include size limits, safety notes, and multi-city examples.
Author: Assistant
Category: bag-ops | Model: gpt-4o
Give a step-by-step translator from words→equations with 30 scenarios (rates, proportions, linear/quad). Include common-mistake notes.
Author: Assistant
Category: math-algebra-SAT | Model: gpt-4o
Create a downloader CLI using curl/Invoke-WebRequest/aria2 with retries, resume, checksum verify, and mirror list. Flags: --url, --out, --sha256, --retries, --speed-limit.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a logistics pro. Teach takkyubin luggage forwarding between cities/airports and coin-locker strategies at major stations. Include limits, labelling, and timing.
Author: Assistant
Category: logistics | Model: gpt-4o
Implement a rate-limited TCP port scanner with banner grab (when legal). Flags: --target, --ports 1-1024, --safe, --top100, --timeout. Print risk warnings and logging. Use Test-NetConnection/nc/nmap i...
Author: Assistant
Category: cli-tool | Model: gpt-4o
Provide a CLI that fetches FX rates (curl to public API) with on-disk caching and offline fallback. Flags: --from JPY --to USD --amount 12000, --vat 10. Print breakdown neatly.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a metrics lead. Specify a one-screen dashboard: scans, qualified rate, meetings held, opps created, competitor sightings, press hits. Include RAG thresholds and stand-up prompts.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a ward medicine coach. Explain use/limits of NEWS2/PEWS and create a vitals trend interpretation guide. Include trigger thresholds, response algorithms, and sample rapid response pages.
Author: Assistant
Category: inpatient-medicine | 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
Act as a growth analyst. Build a simple model for swag: unit cost, lift on dwell time, scan rate, post-show conversion. Include “earned media” proxy and rules to qualify before gifting.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a cardiology tutor. Build an ECG reading ladder (rate/rhythm/axis/intervals/ischemia), STEMI equivalents, dangerous rhythms, and documentation phrases. Add 10 mini-cases.
Author: Assistant
Category: cardiology-education | Model: gpt-5
You are a personal finance coach. Produce a 12-minute weekly train ritual: cash flow glance, savings rate, card due dates, and investment allocation review. Include a simple ruleset.
Author: Assistant
Category: finance | Model: gpt-5
Act as a business coach. Outline day rates vs per-image, usage licensing, model/property releases, invoicing, and insurance basics. Include templates and a rights FAQ.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a mobile coach. Teach manual controls, ProRAW/HEIC choices, computational HDR limits, external lights, and gimbal basics. Provide a mobile-only content kit list.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a colorist. Provide a grading flow: exposure/contrast, skin tones, saturation limits, LUT management, and export profiles for YouTube/TikTok. Include Resolve and Premiere node/track setups.
Author: Assistant
Category: creator | Model: gpt-4o
Act as an editing coach. Compare AI denoise and super resolution tools, artifact control, face recovery limits, and disclosure ethics. Provide before/after QA checks.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a reputation manager. Draft a plan for industry review sites: profile optimization, ethical review asks, response standards, escalation, and monthly reporting to CRM.
Author: Assistant
Category: PR | Model: gpt-4o
You are a data lead. Define a Notion/Sheet dashboard for AVD, CTR, session starts, returning viewers, and save/share rates. Provide red/amber/green thresholds and weekly action prompts.
Author: Assistant
Category: creator | Model: gpt-4o
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
As a reliability engineer, propose a HALT/HASS plan for an IoT gateway (−20 to 60°C, vehicle vibration). Include stress profiles, sample sizes, acceptance criteria, accelerated models (Arrhenius, Coff...
Author: tsubasa
Category: mechanical | Model: gpt-4o
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
Act as a GTM-savvy CTO. Propose pricing tiers (Free/Pro/Enterprise) with value metrics, usage limits, feature gating, SLAs, and overage policy. Include a migration plan and win-loss hypotheses to test...
Author: tsubasa
Category: leadership | Model: gpt-4o
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
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
Act as a security-minded engineer. Produce a security-by-default checklist: least privilege, secure defaults, safe secrets, rate limiting, audit logs on by default, and customer-facing security harden...
Author: tsubasa
Category: engineering | Model: gpt-4o
Draft an index methodology for New York focusing on SOFR-linked floating rate note hedging. Include universe, selection rules, reconstitution, weight caps, and corporate actions. Return as Markdown wi...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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
Describe a hybrid Gantt/Kanban board for maintenance tasks. Detail card fields, WIP limits, and dependency lines. Provide an example dataset to paste into a web demo.
Author: Curioforce Corp. Corp.
Category: Industrial Visualization | Model: gpt-5-thinking
Build a freight planning matrix from Lanzhou Zhongchuan area to Urumqi, Xi'an, and Chongqing. Return a table: lane, mode(rail/road/air), distance(km), typical transit, pallet rate estimate, peak-seaso...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | 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
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | 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
Build a micro-influencer map (5–50k followers) for Instagram/TikTok/YouTube in our niche. Return CSV with columns: handle, niche, avg views, engagement rate, audience overlap %, email/DM, sample hook...
Author: Inspire Search Corp.
Category: Partnerships | Model: gpt-5-thinking
Generate a seasonal calendar (Golden Week, BF/CM, New Year) with campaign angles, creative prompts, and urgency stacks (limited drops, bundles).
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
Create a 30‑day calendar for Instagram Reels, TikTok, YouTube Shorts, LinkedIn posts. For each day include: - Primary post concept (with 5‑second hook and CTA to follow/comment/save) - Support actions...
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
Goal: detect robots/scrapers from logs. Data: server logs (CDN/WAF), GA4 anomalies. Steps: 1) UA/IP reputation, JA3/TLS fingerprints; 2) Request-rate and path entropy anomalies; 3) Honeypot endpoints;...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: define sessionization robustly and filter bots. Data: raw web logs + GA4 BigQuery. Steps: 1) Build session rules (30m inactivity, campaign change resets); 2) Bot filters using IP ranges, UA rege...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: audit source/medium quality and UTM hygiene for {START_DATE}–{END_DATE}. Data: GA4 BigQuery export `{PROJECT}.{DATASET}.events_*`, ad platform logs, server-side UTMs. Steps: 1) Classify sessions...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: construct EM country risk heatmap. Perplexity: compile macro/FX/politics narratives for target EMs with citations. Bloomberg: ECO<GO>/ECST<GO> for macro series; GP<GO> for FX and local rates; RV...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: build relative valuation comp sheet for {SECTOR}. Perplexity: collect narratives on why multiples differ across the peer group. Bloomberg: RV<GO> to compare EV/EBITDA, P/E, P/B; FA<GO> for margi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: run portfolio stress test across macro scenarios. Perplexity: compile plausible shock scenarios (rates +100bp, oil +20%, CNY deval, recession) with historical precedents. Bloomberg: PORT<GO> if ...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: analyze FX carry and policy divergence among BoJ/Fed/ECB. Perplexity: summarize policy paths, speeches, and consensus rate expectations with citations. Bloomberg: FXIP<GO> dashboard, ECO<GO> for...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: measure equity duration & rates sensitivity for {TICKER}/{PORTFOLIO}. Perplexity: summarize arguments on duration for growth vs value and current rate path. Bloomberg: HP<GO> for yield curve poi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Track mentions of artificial intelligence across sectors. Quantify growth rate and predict when it will saturate or move into new narrative phases.
Author: Tsubasa Kato
Category: AI Analytics | Model: GPT-5
For {{hardware_fleet}} propose lifetime extension tactics: BIOS settings, thermal limits, parts harvesting, donor units, and resale/refurb channels. Add a dashboard for device age, failures, and recov...
Author: Tsubasa Kato
Category: operations | 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
Propose energy-saving defaults and power modes for {{app_or_device}}. Include low-power UI states, background task limits, offline-first options, and user education. Add a toggle policy and telemetry ...
Author: Tsubasa Kato
Category: product | Model: gpt-5-thinking
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
Consider a 3-qubit quantum circuit with several layers of gates. The goal is to minimize the overall gate count while maintaining circuit fidelity. 1. Describe the original circuit structure and iden...
Author: Prompt Generator
Category: Quantum Computing Engineering | Model: llama3.1:latest
Act as warranty analytics lead. Deliver: early-warning signal system: DTC clusters, parts returns, complaint text mining, dealer hotlist, and triage council cadence. Map NHTSA reporting touchpoints an...
Author: Tsubasa Kato
Category: Strategy | 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
Deploy LPA across lines. Deliver: rotating checklist library tied to CTQs, mobile audits, instant containment workflow, and monthly trend councils. KPIs: escape rate ↓, audit closure ↑. Output: schedu...
Author: Tsubasa Kato
Category: Quality | Model: GPT-5 Thinking
Create a plan for battery traceability and end-of-life handling. Deliver: data model (serial, chemistry, lifecycle events), supplier data handshake, pack swap procedures (non-OEM specific), recycling ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Be a program test lead. Deliver: FMVSS compliance matrix, test calendar (lab/track), sample build plan, VIN/label control, evidence archiving, and change control. KPIs: test pass-rate, retest cost ↓. ...
Author: Tsubasa Kato
Category: Compliance | Model: GPT-5 Thinking
Prepare a test readiness pack for WLTP and EOBD. Deliver: test schedule, dyno configs, soak procedures list (generic), data capture spec, defect triage, and supplier data contracts. KPIs: test repeata...
Author: Tsubasa Kato
Category: Compliance | Model: GPT-5 Thinking
Be the fleet baseline owner. Build a compliant firmware/BIOS/BMC matrix across vendors. Deliver: source of truth, hash/signature checks, ringed rollout (lab→canary→zone), auto-rollback, maintenance wi...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Plan a benign simulation for cold-chain monitoring. Deliver: sensor placement, sampling rates, alert thresholds, route geofences, and re-pack SOP. KPIs: time-out-of-range, spoilage proxy. Output: dash...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Be the data steward. Deliver: dataset contract, versioning rules, weak-label checks, inter-annotator agreement, drift alarms, and golden set. KPIs: label error %, drift rate, model delta. Output: repo...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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
Be an IT ops partner for a 200–2,000 seat office. Produce a 30-day rollout: automated onboarding (SSO, MDM, mailbox, groups), offboarding (access revoke, data handback, license reclaim), and a helpdes...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Act as an industrial engineer. Build a warehouse digital twin to improve pick speed and accuracy. Deliver: data contracts (SKU dims/velocity, ABC classes, aisle graph), slotting policy experiments, pa...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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
Create a discrete-event simulation for SKUs across two echelons. Deliver: demand model, lead times, reorder policy variants, KPIs (fill rate, stockouts, cash tied), parameter sweeps, visualization. Ou...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Act as a simulation planner for a peaceful, educational cell-signaling model (e.g., MAPK cascade). Deliver: goal, scope, assumptions, inputs (public, synthetic only), ODE/agent-based approach, KPIs (s...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan near-field EMI simulation plus bench pre-checks. Deliver: board stack assumptions, aggressor/victim map, return paths, shielding options, KPIs (dBμV/m vs limits). Safety disclaimer for lab measur...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Ship marketing and sales agents: content brief generator, SEO outline, ad variants, webinar follow-up, lead enrichment, meeting note sync. Define prompts, tool chain (CRM, MAP, docs), eval rubric (bra...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Create two agents: 1) SDR reply composer with CRM logging, 2) Support triage with SLA timers. Define prompts, tool calls (email, calendar, CRM/helpdesk), do/don’t rules, tone, escalation, and weekly A...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Role: CIVSAFE for indoor fire/smoke. Priorities: avoid smoke, close doors, exit via stairs. Actions: stay low; test doors with back of hand; choose stairwell with clear air; never use elevators; close...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Generate a highly engaging and shareable social media thread or post that summarizes the latest news and trends as of September 12, 2025. Focus on key topics like potential US interest rate cuts from ...
Author: Grok
Category: news | Model: grok-4
Evaluate this Series A startup’s risk profile. Check burn rate, runway, regulatory exposure, and founder-market fit. Suggest mitigations.
Author: [email protected]
Category: Risk Analysis | Model: GPT-5
As a crypto influencer, craft a viral X post about the 2025 crypto market rally driven by Real World Assets (RWA). Mention BTC and ETH accumulation trends. Use #CryptoRally, #RWA, and 🔥 emojis. Pose a...
Author: Grok by xAI
Category: social media | Model: grok4
You’re a tech-savvy creator. Create a viral X post about the TikTok 'Rating Wallets' trend for crypto users. Rate top wallets with emojis (e.g., 🔥 for MetaMask). Use #CryptoWallets, #TikTokTrend, and ...
Author: Grok by xAI
Category: social media | Model: grok4
Collect last 24h {{store}} reviews for {{app_name}}. Summarize: new themes, crash reports, rating trend, regions spiking. Provide 5 verbatim snippets (≤15 words each) and a fix/comm plan.
Author: Tsubasa Kato
Category: Product | Model: gpt-5
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
Using last 14d vs 24h data, identify stages with sharp drop-offs for role {{role}}. Report: stage rates, time-in-stage, source quality. Suggest 3 fixes (JD tweak, outreach, interviewer training).
Author: Tsubasa Kato
Category: People Ops | Model: gpt-5
Review last 24h for {{platforms}} campaigns. Return: spend vs cap, CPA/CAC vs target, creatives fatiguing, frequency caps, best/worst ads, immediate optimizations. Output as a compact table + 3 action...
Author: Tsubasa Kato
Category: Marketing | Model: gpt-5
For {{base}}/{{quote}}, analyze intraday swings in the last 24h and any central bank or macro headlines moving FX. Output: range, % change, key catalysts, risk to {{business_area}}, hedge ideas. Add 3...
Author: Tsubasa Kato
Category: Finance | Model: gpt-5
For {{site}}, compare last 24h vs 7d baseline: conversion rate, page speed, error rates, top exit pages, traffic mix shifts. Suggest 3 fixes prioritized by impact/effort.
Author: Tsubasa Kato
Category: Growth | Model: gpt-5
Produce a blueprint for moving from monolith to MACH (Microservices, API-first, Cloud-native, Headless). Include reference architecture, vendor options, migration phases, and KPI impacts on site speed...
Author: ChatGPT
Category: business | Model: gpt-5
I want you to act as a Deep Research analyst. Your goal is to perform an exhaustive investigation of the topic I provide, exploring it from multiple angles, sources, and frameworks. Structure your ans...
Author: [email protected]
Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar
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
Research the growing market for low-code/no-code development platforms. Analyze their benefits, limitations, and potential to disrupt traditional software development.
Author: Business Analyst
Category: Technology | Model: GPT-4
I’m a project manager who needs to implement high-efficiency meeting processes in my company. I want to reach decisions and consensus faster in each meeting. What strategies and tools can significantl...
Author: Admin
Category: Meeting Efficiency | Model: o1 Pro