Showing results for "finance|geneva|liquidity-stress-test|esg"
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
Investigate how sustained energy price pressures and central bank policy expectations affect corporate borrowing behavior, capital structure, and investment across industries. Develop scenario analyse...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Investigate how recurring currency swings affect corporate planning and competitiveness. Compare hedging strategies, pricing decisions, and financial reporting across sectors, and develop a practical ...
Author: Curioprompt
Category: Finance | Model: gpt-5-nano
Assess how AI-driven productivity could shift a country's export profile over time, identifying which sectors are most likely to gain competitive advantage and which may face stagnation. Compare polic...
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
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
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
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
Compare how different leadership succession rules within political parties affect policy continuity, crisis response, and public trust during times of national stress. Evaluate mechanisms such as acce...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Examine how structured debt restructurings create stability for large firms, influence access to capital, and drive governance reforms across industries in emerging markets. Assess how creditors and m...
Author: CurioPrompt
Category: Economics | 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
Explore strategies for upgrading or replacing aging large-scale energy assets to ensure reliable power supply, while accelerating decarbonization, balancing cost, public acceptance, and resilience to ...
Author: CurioPrompt
Category: Energy | 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
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
Analyze the long-term effects of sustained energy price volatility on household finances, labor supply, and discretionary travel in a large economy; compare coping strategies such as side gigs, reduce...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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
You are an elite, highly specialized 'Indonesia Maritime Logistics and Investment Strategy Consultant' with deep expertise in Southeast Asian infrastructure economics, geopolitical trade policy, and a...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized Petrochemical and Energy Strategy Consultant with deep, practical expertise in the Kingdom of Saudi Arabia's industrial transformation. Your core area of focus is ...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a voice chat plan: mic placement, basic noise management, and settings. Include a checklist for testing and avoiding fan noise pickup.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a benchmarking methodology: consistent settings, battery vs plugged modes, temperature control, and how to interpret results beyond FPS numbers.
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
Explain input latency and debounce basics conceptually for makers. Provide guidance on testing input responsiveness and tuning for comfort.
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
Create a risk register of common failure modes (battery, thermals, connectors, driver issues) with mitigations and tests. Provide a template to customize.
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
Give guidance on antenna placement: signal paths, avoiding shielding, hand-blocking effects, and testing. Include a simple troubleshooting checklist for weak signal.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create an iteration plan: V0 proof-of-concept, V1 usable prototype, V2 refinement. Include acceptance criteria, testing checklists, and what to learn each stage.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Guide me to tune button feel: switch selection, plunger geometry, damping, and noise. Provide an A/B test method and a scoring rubric for feel.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Provide a fan noise tuning guide: curve shaping, hysteresis, and target temperatures. Include a method to A/B test perceived noise and comfort.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Explain when thermal paste vs pads are appropriate in compact devices, common mistakes, and how to validate improvement via temperature logging. Keep it general.
Author: Assistant
Category: handheld-pc-makers | 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
Create a formatting agent that guarantees no semantic change: parse/print equivalence, tests, and diff classification. Include a strict policy for format-only PRs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for generating API clients: typed SDKs, version pinning, integration tests, and docs. Include a policy against generating unsafe dynamic code.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define an RFC template the agent must fill: motivation, risks, alternatives, test plan, rollout plan, and monitoring. Require linking evidence and metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to safely modify locale/date/number formatting: add tests for edge locales, verify backward compatibility, and avoid breaking user settings.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a semantic diff summarizer: describe functional change, impacted modules, migration needs, and risks. Require it to cite tests/benchmarks that support claims.
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 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
Build a dependency update agent that monitors CVEs, proposes safe upgrades, runs integration tests, and creates changelog notes. Include rollback and pin rules.
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
Create a property-based testing strategy for critical modules: define properties, generators, shrinking, and CI integration. Use failures to guide safer edits.
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 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
Create a process to generate integration tests from anonymized traffic patterns (no PII). Require privacy filters, sampling, and periodic review.
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
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 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
Define MCP tools for repo read, lint, unit tests, dependency scan, and PR creation. Specify schemas, permissions, error codes, and deny-by-default access.
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
Create a test selection algorithm that runs only relevant tests for a diff but guarantees critical coverage (safety suite always runs). Include calibration and drift checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a safety regression suite for tool-using agents: prompt injection tests, permission misuse tests, and data leakage tests. Gate deployments on this suite.
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 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
Create an agent to optimize CI time: caching, test sharding, and selective runs while preserving safety. Include a policy to prevent skipping critical tests.
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
Build a dependency graph indexer and an impact analyzer that estimates blast radius of a change and picks appropriate test suites and reviewers.
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 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 strict policy for edits to auth code: mandatory human review, extra tests, formal checks, and staged rollout. Include “never auto-merge auth changes.”
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 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 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 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
Create an agent that turns bug reports into minimal reproducible cases, adds regression tests, and proposes fixes. Include a triage rubric and severity mapping.
Author: Assistant
Category: safe-self-improving-ai | 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 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 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
Create an agent that rewrites error messages for clarity, adds error codes, and links to docs. Verify improvements via support ticket taxonomy and A/B testing.
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 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 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 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
Create an agent that identifies unreliable dependencies and adds circuit breakers, timeouts, and fallbacks. Validate via chaos testing in staging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that writes tests before code changes, targets uncovered branches, and proves coverage deltas. Include mutation testing as a safety check.
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 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
Create a safety case template per capability: hazards, mitigations, tests, monitoring, rollback, and residual risk. Require evidence links and sign-off rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a 90-day plan to build and test 10 product ideas using AGI: selection rubric, MVP pipeline, pricing tests, and kill/scale rules. Include a weekly cadence.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a tracing and logging spec for the self-edit loop: prompts, tool calls, diffs, test results, deploy events, and user impact metrics.
Author: Assistant
Category: safe-self-improving-ai | 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
Create a hiring product where candidates submit skill proofs: projects, tests, and structured interviews. Include fairness considerations and monetization (per hire, subscription).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Identify regulated industries where compliance becomes a moat (finance, healthcare, gov). Propose product ideas and outline certification/controls needed to compete.
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 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
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 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
Create a confidence scoring model for proposed changes based on tests passed, diff risk, code area criticality, and evidence quality. Use it to decide automation level.
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
Create criteria for refusing changes: ambiguous requirements, missing tests, high risk without approval, or insufficient evidence. Include user messaging templates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a loop where production failures and near-misses become new eval tests. The agent should propose test additions with minimal reproductions and acceptance criteria.
Author: Assistant
Category: safe-self-improving-ai | 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
Create a security patching playbook: small diffs, added tests, immediate canary, and post-deploy monitoring. Include coordination with human security reviewers.
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
Create a workflow to propose UX copy changes, test via A/B, and ensure no dark patterns. Include an ethics checklist and rollback criteria.
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 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
Create a plan to tighten interfaces with types, schemas, and validation at boundaries. Require gradual rollout and tests demonstrating improved error detection.
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 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 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 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 testing strategy: unit tests for extractors, integration tests for API calls (mocked), and golden report tests to detect synthesis drift. Include CI gating rules.
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
Create a stress test plan: malformed inputs, long-context traps, conflicting instructions, and toxic content probes. Provide how to automate and score robustness over time.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a traceability matrix linking requirements/specs to tests and monitors. Provide a template and a worked example for a tool-using assistant system.
Author: Assistant
Category: recursive-ai-safety | 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 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 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 safety regression suite: prompt injection tests, data leakage tests, refusal/guardrail tests, and policy adherence checks. Include how to maintain and evolve the suite over time.
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
Create a production readiness review checklist: evaluation results, red-team status, privacy review, rollback tested, monitoring live, and owner sign-offs. Output a go/no-go rubric.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Perform a structured threat model (STRIDE-style or similar) for a recursive AI pipeline. Cover misuse, data exfiltration, prompt injection, model drift, and over-automation. Output mitigations and tes...
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a post-mortem template tailored to AI regressions: data/prompt/model diffs, evaluation gaps, monitoring misses, and remediation tasks. Include a ‘lessons to tests’ section.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a 90-day implementation plan for a safe recursive improvement system: milestones, deliverables, tests, monitoring, governance, and a pilot rollout. Include a ‘pause and assess’ week.
Author: Assistant
Category: recursive-ai-safety | 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 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 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
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
Write explicit requirements to prevent deceptive behavior: transparency rules, auditability, and logging. Include tests to detect hidden policy violations or manipulation attempts.
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
Create a framework that allocates budgets to capability gains vs safety work (testing, monitoring, red-teaming). Provide a weekly cadence and a KPI set that prevents ‘capability-only’ drift.
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 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 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
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
Create a policy and technical controls for PII/secrets: detection, redaction, encryption, and safe storage. Include test cases and a plan to prevent secret leakage into training/evals.
Author: Assistant
Category: recursive-ai-safety | 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
Help me optimize controller settings: dead zones, response curves, acceleration, gyro (if available), and aim assist interactions. Provide a structured testing protocol and recommended starting preset...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create an audio tuning plan for positional awareness: headset selection criteria, EQ ranges (general), HRTF options, and in-game audio settings. Include a quick test track routine to validate improvem...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Diagnose my gaming latency issues end-to-end: ISP, Wi-Fi vs Ethernet, bufferbloat, NAT type, DNS, and in-game settings. Provide a step-by-step test plan, tools to measure jitter/packet loss, and prior...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a YouTube gaming packaging playbook: title formulas, thumbnail principles, first-30-seconds hook scripts, and retention pacing. Include A/B test ideas and a publishing cadence.
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
Provide a modding roadmap: tooling, version control, testing, distribution etiquette, and respecting game/community rules. Keep it high-level and do not advise breaking ToS.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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 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 an advanced bicycle wheel build/truing checklist: spoke tension balance, lateral/radial true, dish, stress relief, spoke windup, and post-build settling inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a root-cause diagnosis workflow for an experienced mechanic working on cars, motorcycles, or bicycles. Include symptom capture, hypothesis tree, test order, evidence logging, and a rule for whe...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Build a route tradeoff matrix for my trip: cheapest, fastest, most comfortable, most scenic, and most resilient. Include hidden costs, transfer stress, and upgrade points where luxury actually improve...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create an electrical diagnostic plan using voltage drop testing. Include battery health, grounds, connectors, relays, fuses, load testing, intermittent faults, and documentation of measured values.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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
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 red-team scenario library focused on MCP and A2A: injection attempts, privilege escalation, tool misuse, delegation loops, and data leakage. Include severity scoring.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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
Explain how to interpret compression and leakdown results. Provide a workflow to distinguish rings, valves, head gasket, cam timing, and test setup errors.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Generate a 15-second vertical ad concept and deliverables: shot list, camera moves, lighting, on-screen text, VO script, and a Sora 2-ready prompt per shot. Add 3 hook variants for A/B testing.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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
Create an FMEA for a custom car, motorcycle, or bicycle modification. Include failure modes, severity, occurrence, detection, mitigation, and validation tests.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a 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
Create app store listing copy: title/subtitle, short description, full description, keyword strategy, and screenshot captions. Provide 3 positioning angles and a testing plan.
Author: Assistant
Category: content-generation-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
Write a safety case template: intended use, hazards, mitigations, tests, monitoring, and rollback. Include what evidence is required to ship the capability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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 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 20 YouTube title + thumbnail text pairs for one video idea. Add emotional angle tags, curiosity type, and a test plan (sample size, timeframe, decision rule).
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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
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
Create a beginner DSP mini-lab: implement a simple EQ, compressor, and reverb conceptually. Provide reading list, step-by-step tasks, and how to validate outputs with test tones.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create 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
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
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
Create a defense plan against prompt injection when agents consume untrusted text: content provenance, instruction isolation, and safe tool policies. Provide a red-team test suite.
Author: Assistant
Category: agent-architecture | 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
Teach an ambiguity-handling framework: define unknowns, run small tests, create decision options, and communicate assumptions. Include templates for rapid experiments and status updates.
Author: Assistant
Category: global-business-advice | 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
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
Write a plan for a small Python project that generates scales, chords, and progressions, exports MIDI, and prints Roman numeral analysis. Include file structure, libraries, and test cases.
Author: Assistant
Category: music-ai-students | 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
Give me a triangulation playbook: how to confirm a claim using 3 independent sources (primary, reputable secondary, and domain expert). Include “independence tests” to avoid circular citations.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a charging system diagnostic plan for cars and motorcycles: battery state, alternator/stator output, regulator/rectifier, parasitic draw, grounds, connectors, and load testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an exhaust diagnostic plan: pre/post-sensor leaks, catalyst efficiency, backpressure, rattles, mounts, and heat shielding. Include test order and safety cautions.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a safety checklist for lifting/supporting cars, motorcycles, and bicycles: lift points, stands, wheel chocks, stability, center of gravity, and final shake test before work.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a diagnostic note template: complaint, conditions, tests performed, measurements, interpretation, repair recommendation, and validation result. Make it suitable for workshop records and custome...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a 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 QC checklist for custom wiring/harness work: wire gauge, fuse sizing, strain relief, connectors, sealing, routing, labeling, and final load testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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
Create a simple budgeting framework for off-grid periods: prioritize essentials, avoid scarcity traps, and plan replenishment. Include a weekly review template.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a TOEFL diagnostic plan for 7 days: baseline tests for Reading/Listening/Speaking/Writing, error taxonomy, and a score projection model. Output a personalized study plan based on weakest skills...
Author: Assistant
Category: toefl-2026 | 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
Help me diagnose NVH symptoms in a vehicle. Ask for speed, load, RPM, gear, road surface, temperature, and recent work. Then produce likely causes, priority tests, and confirmation methods for cars, m...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Provide a personal finance checklist for global professionals: budgeting, emergency funds, retirement basics, and currency/relocation considerations. Keep it practical and non-technical.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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
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
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
Create a suspension setup workflow for cars, motorcycles, and bicycles. Include sag, preload, compression/rebound damping, ride height, geometry effects, tire pressure interaction, and a test loop for...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a workflow to validate company claims using earnings calls, filings, press releases, and reputable coverage. Include a checklist for bias and PR spin.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a pet off-grid plan: food/water, medications, ID, carriers, and stress reduction. Include a short practice plan so pets tolerate carriers better.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a calm 30-day financial resilience plan: expense triage, cash buffer, bill prioritization, and communication templates for creditors/providers.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Provide a simple financial preparedness plan: small emergency cash, payment backups, bill timing, and fraud awareness during disruptions. Emphasize reasonable amounts and normal budgeting.
Author: Assistant
Category: preparedness | Model: gpt-4o
Create an engine misfire diagnostic tree: ignition, fuel, compression, vacuum leaks, sensors, wiring, ECU data, and mechanical timing. Include test order and evidence required before replacing parts.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a risk matrix for 3D-printed vehicle parts: cosmetic, non-critical, load-bearing, heat-exposed, safety-critical. Include material choices, testing, and parts that should not be printed casually...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Provide guidance on choosing departure days/times to reduce cost and crowding for bus, train, and flights. Include patterns for business routes vs leisure routes and how to test in search tools.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Create a cooling system diagnostic tree: thermostat, radiator, fan control, water pump, pressure cap, air pockets, head gasket indicators, coolant condition, and leak testing.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a payment strategy for multiple countries: cards, cash, ATM fees, dynamic currency conversion, backup cards, and emergency cash. Include budget and luxury traveler versions.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Audit hidden costs in my itinerary: baggage, seat fees, station transfers, visas, port taxes, resort fees, data plans, tips, and currency conversion. Output a true-cost estimate.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create an off-road preparation plan: tires, suspension, protection, cooling, drivetrain stress, recovery equipment, field repairs, and post-trip inspection.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a leadership-under-stress checklist: what to say, what to avoid, cadence of updates, and how to support the team. Include short message templates.
Author: Assistant
Category: soft-skills | 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 final assembly sign-off checklist for a custom car, motorcycle, or bicycle: fasteners, wiring, brakes, controls, fluids, clearances, road/ride test, and documentation.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a pronunciation clinic lesson: minimal pairs, rhythm/stress, and intelligibility goals. Include drills and communicative tasks for Tokyo/Fukuoka ESL contexts.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a low-tech entertainment list: games, storytelling prompts, music, journaling, and cultural activities that work without electricity.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Write a decision memo template: context, options, recommendation, tradeoffs, and next steps. Provide examples for product, finance, and operations. Add region-specific tone guidance.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Help me build a trusted sources list per domain (health, finance, security, policy). Provide selection criteria and a quarterly review routine.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a fabrication planning checklist for custom brackets, mounts, and adapters: measurement method, tolerance stack-up, hole alignment, service clearance, vibration, and test fitting.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a set of 10-minute weekly micro-drills (water rotation, flashlight test, contact update, route check) that build off-grid readiness over time.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
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
Build a small phrasebook and translation strategy for travelers/residents: medical, transport, and safety phrases; offline translation tips; and how to communicate clearly under stress.
Author: Assistant
Category: preparedness | 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
Create a role assignment plan for households/groups: water lead, food lead, sanitation lead, comms lead. Include a daily standup script and rotation rules.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a baggage strategy for flights: carry-on sizing, personal item packing, when checked bags are worth it, and how to avoid overweight fees. Include region-specific norms and LCC quirks.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Create a crash damage inspection checklist for cars, motorcycles, and bicycles: alignment, cracks, fasteners, bearings, wheels, suspension, hidden stress points, and when to refer to specialists.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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 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
Write a test-day plan: sleep, meals, warm-up routine, pacing, handling a bad question, and recovery tactics between sections. Include a 10-minute pre-test warm-up script.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Provide a practical room acoustics guide for practice/recording: placement, reflection points, cheap treatment options, and a measurement checklist. Include ‘before/after’ listening tests.
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
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 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
Create an adoption plan for an AI-native development platform: target workflows (PRs, tests, docs), guardrails, secure-by-default templates, and developer enablement. Include a ‘tiny teams’ productivi...
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
Create a moat analysis: data network effects, workflow embedding, switching costs, and compliance advantage. Provide 10 defensibility tests and a 12-month moat-building plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Build a P&L-style ROI model for deploying agents as digital workers: labor displacement vs augmentation, quality risk, error cost, cycle time reduction, and governance overhead. Provide a template wit...
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
Write 12 ‘Open When’ note prompts for a loved one (stressed, proud, lonely, celebrating). Include short note templates and packaging ideas.
Author: Assistant
Category: gifting | 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
Write a concise case: competitor map, regulatory hurdles, channel options, and a 90-day test plan. Provide board-ready slides outline.
Author: Assistant
Category: case-method-MBA | Model: gpt-4o
Explain A/B testing for product/MBA students: power, sample size, and p-hacking pitfalls. Provide a template analysis.
Author: Assistant
Category: methods-and-metrics-MBA | Model: gpt-4o
Create a month-by-month college application timeline: testing, essays, recommendations, financial aid, and decision steps. Provide a student checklist and counselor dashboard fields.
Author: Assistant
Category: college-career-readiness | Model: gpt-4o
Teach contribution margin, payback period, and LTV/CAC with a simple SaaS example. Include a spreadsheet template and sensitivity analysis prompts.
Author: Assistant
Category: business-fundamentals-MBA | Model: gpt-4o
Create a 6-week small group plan (friendships, stress, self-esteem). Include norms, weekly activities, and pre/post reflection measures.
Author: Assistant
Category: group-programs | Model: gpt-4o
Evaluate pricing assumptions, willingness to pay, and upgrade paths.
Author: Assistant
Category: growth | 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
Pair coaches/creators to explain mesh, flood, and RPO in 45-second videos. Provide diagrams, tests, and duet prompts.
Author: Assistant
Category: coach-creator-crossover-series | Model: gpt-4o
Analyze a funnel dataset: compute conversion, churn, and cohort retention. Produce executive takeaways and test ideas.
Author: Assistant
Category: data-driven-marketing-MBA | Model: gpt-4o
Draft a template statement of work for a student-run pen-test of a voluntary target. Define scope, rules of engagement, and reporting format.
Author: Assistant
Category: governance-and-ethics-cyber | Model: gpt-4o
Analyze current burn rate, runway, and survival scenarios with clear next-step recommendations.
Author: Assistant
Category: finance | Model: gpt-4o
Prepare a weekly coding kata: fix input validation, auth, secrets, and logging issues. Provide code snippets in Python/JS and test cases.
Author: Assistant
Category: dev-sec-edu-series | Model: gpt-4o
Write a support plan for test anxiety: coping strategies, pre-test routine, accommodations coordination, and parent communication. Include a student handout.
Author: Assistant
Category: wellbeing-interventions | Model: gpt-4o
Spotlight European agritech pilots and Asia partners; cover regulation, financing, and yield impacts. Provide startup profiles and field-test notes.
Author: Assistant
Category: innovation-food-systems-EU-Asia | Model: gpt-4o
Track multilateral/bilateral funding for rail/ports/power. Provide country scorecards, cost inflation risks, and local tender calendars.
Author: Assistant
Category: infrastructure-finance-SEA | Model: gpt-4o
Add Dutch/EN split tests for Amsterdam creatives. Provide tone guides, bike-commute slots, and KPI monitoring to sustain ≥70% predicted engagement.
Author: Assistant
Category: multilingual-growth-NL | Model: gpt-4o
Compare economic prints and mobility across Shanghai/Beijing vs Lanzhou/Chengdu. Include credit impulse, freight, property starts, and consumption proxies. Output chart brief and 3 hypotheses to test.
Author: Assistant
Category: data-analysis-macroCN | 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 5-step bilingual (JA/EN) email + LINE drip for office workers and nightlife staff in Shinjuku. Include segment rules, subject-line tests, emoji policy, and 72-hour pacing. Provide KPI guardra...
Author: Assistant
Category: lifecycle-marketing | 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
Implement constrained decoding: lexically constrained beam search, regex/JSON constraints, and numerical guards. Provide examples and edge-case tests.
Author: Assistant
Category: controlled-generation-LLM | Model: gpt-4o
Create a sustainability scorecard for Franca factories: solvent reduction, recycled content, water reuse, and energy intensity. Include supplier questionnaire.
Author: Assistant
Category: ESG-manufacturing-footwear | Model: gpt-4o
Draft a DFM checklist for Suginami electronics: panelization, component placement, DFA for wave/reflow, test points, and conformal coat keep-outs.
Author: Assistant
Category: electronics-manufacturing-DFM | Model: gpt-4o
Build an eval harness: recall@k, calibrated precision, answer faithfulness, and human-time-to-verify. Include topic-aware test buckets and data drift alarms.
Author: Assistant
Category: evaluation-frameworks-LLM | Model: gpt-4o
Define JSON schema contracts with type coercion, partial output recovery, and EBNF constraints. Provide test-time correction and repair strategies.
Author: Assistant
Category: output-formatting-LLM | Model: gpt-4o
Specify a training stack with SFT on curated data, preference optimization (DPO/ORPO), and optional RLHF. Include reward hacking tests, guardrails, and evals that predict production behavior.
Author: Assistant
Category: training-pipeline-LLM | Model: gpt-4o
For a Duque de Caxias beverage line, write a Clean-in-Place SOP: cycle times, chemical concentrations, swab testing, and wastewater handling. Add KPI dashboard spec.
Author: Assistant
Category: process-sanitation-FnB | Model: gpt-4o
Map BRICS cross-border payment pilots, local currency deals, and CBDC corridors. Provide an explainer for consumers and corporate treasurers.
Author: Assistant
Category: finance-infra-coverage-EM | Model: gpt-4o
ChatGPT creates a 5-day newcomer path, Cursor generates bite-size issues and starter tests, Antigravity spins per-dev preview envs with sample data. Include success checklist.
Author: Assistant
Category: people-enablement | 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
ChatGPT authors OpenAPI/AsyncAPI contracts; Cursor code-gens server stubs/SDKs and adds contract tests; Antigravity spins up mocks and runs compatibility checks. Output versioning policy and deprecati...
Author: Assistant
Category: api-engineering | Model: gpt-4o
For a data/ETL repo, ChatGPT drafts data quality tests (nulls, uniqueness, freshness), Cursor adds dbt/unit tests, and Antigravity schedules validations on PR. Include lineage notes and rollback trigg...
Author: Assistant
Category: data-engineering-quality | Model: gpt-4o
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
ChatGPT summarizes modules and ownership; Antigravity agents compute churn/complexity; Cursor annotates hotspots with TODOs and tests. Output a top-10 refactor list.
Author: Assistant
Category: code-intelligence | Model: gpt-4o
Define a two-day plan where ChatGPT writes the PRD and backlog, Cursor scaffolds the app and tests, Antigravity deploys a preview and runs user-journey checks. Output demo script and next-MVP plan.
Author: Assistant
Category: rapid-delivery | Model: gpt-4o
Draft a PR reviewer flow: ChatGPT summarizes diffs and intent; Cursor leaves inline suggestions and auto-fix commits; Antigravity validates tests and risk scores before merge. Output a reviewer rubric...
Author: Assistant
Category: code-quality | Model: gpt-4o
Create a vehicle sustainability program: recycled content, material passports, remanufacturing, and end-of-life recovery. Provide a dashboard and compliance notes.
Author: Assistant
Category: sustainability-auto | Model: gpt-4o
Create a sustainability plan: recycled stocks, soy inks, carbon reporting, CDN optimization, and archive longevity. Provide metrics and vendor questionnaire.
Author: Assistant
Category: sustainability-publishing | Model: gpt-4o
Have ChatGPT propose pipeline concurrency, caching, and test sharding; Cursor edits YAML/pipelines; Antigravity times stages and suggests cache keys. Output a before/after chart.
Author: Assistant
Category: pipeline-engineering | Model: gpt-4o
ChatGPT maps controls to code/process; Cursor instruments logs/alerts; Antigravity gathers evidence on schedule and exports a binder. Include DSR/retention tests.
Author: Assistant
Category: compliance-ops | Model: gpt-4o
ChatGPT enumerates edge cases; Cursor scaffolds fuzzing harness; Antigravity runs fuzzers in CI and bisects crashes. Output a triage SOP.
Author: Assistant
Category: resilience-testing | Model: gpt-4o
ChatGPT proposes caching/connection pool/async patterns; Cursor wires benchmark harness; Antigravity runs comparative tests and recommends configs per environment.
Author: Assistant
Category: backend-optimization | Model: gpt-4o
Define performance budgets and benchmarks; ChatGPT proposes profiling plan; Cursor instruments code (e.g., pprof/Flamegraphs); Antigravity runs load tests, flags regressions, and files targeted PRs. O...
Author: Assistant
Category: performance-engineering | Model: gpt-4o
Create a refactor plan that slices changes behind flags. ChatGPT proposes flag taxonomy; Cursor inserts flags and writes toggled tests; Antigravity runs canary + dark launch verifications. Deliver a k...
Author: Assistant
Category: release-engineering | Model: gpt-4o
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
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
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
Draft a high-level ESG radar for a company: material issues, audit controversies, and disclosure quality. Provide a scoring rubric and caveats.
Author: Assistant
Category: investing-ESG-scan | 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
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
Generate 30 hook lines and 10 visual cold-open ideas for 5 niches. Provide Veo/Sora prompts for each hook and an A/B testing plan.
Author: Assistant
Category: video-growth-hacking | Model: gpt-4o
ChatGPT proposes sample scenarios; Cursor generates runnable apps per SDK; Antigravity tests in clean envs and publishes to a gallery. Provide quality bar and review cycle.
Author: Assistant
Category: developer-relations-tooling | Model: gpt-4o
ChatGPT extracts and drafts keys/phrases; Cursor injects i18n scaffolding and screenshot tests; Antigravity runs locale builds and visual diffs. Provide glossary and fallback policy.
Author: Assistant
Category: globalization-engineering | Model: gpt-4o
ChatGPT generates robust Playwright/Cypress specs with retry/wait heuristics; Cursor adds data-seeding helpers; Antigravity shards and retries, quarantines flaky tests, and files deflakes. Provide a f...
Author: Assistant
Category: test-engineering | Model: gpt-4o
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
Turn a stock thesis into a 60s narrative: tension→setup→evidence→risk→CTA. Provide Sora prompts for visuals and a subtitle/export checklist.
Author: Assistant
Category: video-finance-education | 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
ChatGPT audits a11y and content guidelines; Cursor adds lint rules/tests; Antigravity runs automated a11y scans and opens issues with repro steps. Include skip/exception policy.
Author: Assistant
Category: responsible-engineering | Model: gpt-4o
Draft a certification plan for a new light aircraft. Map applicable regulations, Means of Compliance, test matrix (ground/flight), safety assessments (FHA/SSA), and documentation cadence.
Author: Assistant
Category: airworthiness-program | Model: gpt-4o
ChatGPT drafts an iOS/Android CI matrix; Cursor configures build/signing scripts; Antigravity orchestrates device-farm runs and posts crash triage. Include flaky-test quarantine.
Author: Assistant
Category: mobile-quality | Model: gpt-4o
ChatGPT drafts tenant isolation and access patterns; Cursor adds guard middleware/tests; Antigravity runs seeded tenant simulations and reports leaks. Provide a checklist.
Author: Assistant
Category: app-security | Model: gpt-4o
Given a product brief, have ChatGPT write acceptance criteria and test outlines, ask Cursor to generate unit/integration tests and the minimal code, then let Antigravity agents execute the suite and o...
Author: Assistant
Category: quality-engineering | Model: gpt-4o
ChatGPT drafts prompts and adversarial tests; Cursor integrates an eval harness; Antigravity schedules nightly evals and posts regressions with diffs. Include versioning and approval flow.
Author: Assistant
Category: mlops-llm-quality | Model: gpt-4o
Create an algorithm that decomposes complex prompts into sub-questions, selects tools per hop, and merges evidence. Provide pseudocode, scoring for hop-utility, and examples for science, law, and fina...
Author: Assistant
Category: planning-algorithms | 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
Schedule cross team game days to test failure modes. Define scenarios, injects, and success criteria. Output a readiness score.
Author: Assistant
Category: resilience-ops | Model: gpt-4o
Generate alternative business models and pricing for a capability. Score by margins, defensibility, and partner fit. Output a 6 week test plan.
Author: Assistant
Category: model-innovation | Model: gpt-4o
Compare ESG claims and actuals: packaging, energy, sourcing. Score risks of greenwashing. Outline credible moves that resonate with buyers.
Author: Assistant
Category: sustainability-intel | Model: GPT-5.1
Create a balanced portfolio of growth and efficiency experiments. Classify by risk and time to impact, set guardrails, and schedule 6 concurrent tests. Output a dashboard spec.
Author: Assistant
Category: growth-ops | Model: gpt-4o
Define ownership, contracts, SLAs, and tests for critical data sets. Output a monthly scorecard and escalation policy.
Author: Assistant
Category: data-governance | Model: gpt-4o
Reconstruct retail competitors’ promo calendars and loyalty mechanics. Measure discount depth, frequency, and lift proxies. Propose counteroffers and a test calendar.
Author: Assistant
Category: promo-intelligence | Model: GPT-5.1
Identify top constraints to developer velocity and propose experiments across CI time, test flake, code review, and environment drift. Output target benchmarks.
Author: Assistant
Category: engineering-productivity | Model: gpt-4o
Create a shadow profit and loss for partner motions including enablement and support costs. Output ROI thresholds and accountability model.
Author: Assistant
Category: finance-for-BD | Model: gpt-4o
Build cohort based unit economics with CAC, payback, and contribution margin. Output levers to hit target payback by segment.
Author: Assistant
Category: finance-ops | Model: gpt-4o
Provide a QBR template combining US and TW performance: pipeline, CAC/LTV, cohort retention, creative tests, and next-quarter bets.
Author: Assistant
Category: marketing-ops-cadence | Model: gpt-4o
Provide packaging/IFU rules: bilingual labels (EN/zh-TW), safety icons, recycling marks, UPC/EAN barcodes, and drop/edge crush tests.
Author: Assistant
Category: packaging-engineering | Model: gpt-4o
Produce a unit economics model: COGS/BOM, cloud cost per user, CAC/LTV by region, and budget guardrails with variance alerts.
Author: Assistant
Category: financial-planning-ops | Model: gpt-4o
Propose a device/OS test matrix reflecting both markets: iOS/Android versions, popular devices, 4G/5G, and network throttling scenarios.
Author: Assistant
Category: qa-strategy | Model: gpt-4o
Create a reliability matrix: drop, vibe, thermal, humidity, ESD. Define sample sizes, pass/fail, and failure analysis routing between TW lab and US field testers.
Author: Assistant
Category: reliability-lab | 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
Draft role scorecards (frontend, backend, firmware, test) with skills relevant to TW/US stacks, bilingual collaboration, and sample structured interviews.
Author: Assistant
Category: talent-ops-engineering | Model: gpt-4o
Generate a 20-test backlog split by TW/US with hypotheses for landing pages, paywalls, and creative. Include sample size calculator and guardrails.
Author: Assistant
Category: growth-planning | Model: gpt-4o
Define an end-to-end hardware development plan from EVT→DVT→PVT with sample exit criteria, golden samples, and pilot builds. Note lab vs factory responsibilities in Taiwan and US field tests.
Author: Assistant
Category: hardware-programs | Model: gpt-4o
Create a station-by-station test plan (ICT/FCT/EOL), yield dashboards, failure Pareto, and stop-ship criteria. Provide bilingual defect codes legend.
Author: Assistant
Category: factory-test-engineering | Model: gpt-4o
Create an i18n checklist for web/app: UTF-8, zh-TW locale, pluralization, truncation, font fallbacks (Noto Sans TC), RTL-safety check, and screenshot diffing.
Author: Assistant
Category: frontend-quality | Model: gpt-4o
Write a plan for feature flags, A/B tests by locale, guardrail metrics, and exposure logs. Include cultural copy tests (EN vs zh-TW).
Author: Assistant
Category: experimentation-platform | Model: gpt-4o
Assemble a full-length mock test blueprint with section timings, realistic question counts, and break strategy. Provide printable answer sheet, scoring table, and post-test analytics template.
Author: Assistant
Category: mock-test | Model: gpt-4o
Lay out a practice protocol mirroring official timing. Provide printable bubble sheet, checkpoints, and post-test error taxonomy.
Author: Assistant
Category: mock-test-TOEIC | Model: gpt-4o
Create a minute-by-minute test-day routine: warm-up speaking prompts, last-mile reading skim, hydration/caffeine plan, breathing drill, and a post-exam debrief sheet.
Author: Assistant
Category: performance-ops | Model: gpt-4o
Compile themed vocab sets (IT, logistics, finance, hospitality). Include collocations, sentence frames, and mini role-plays per theme.
Author: Assistant
Category: vocabulary-TOEIC | Model: gpt-4o
Create per-module pace plans, checkpoint cues, hydration/snack strategy, and 2-minute reset routines to reduce anxiety.
Author: Assistant
Category: performance-SAT | 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
Write a CLI to manage SSH configs (host aliases, keys), test connectivity, and set local/remote forwards with auto-reconnect. Generate Windows OpenSSH/Posix config snippets. Flags: --add, --test, --pf...
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
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
Write a CLI that tests regex patterns against files/stdin, prints captured groups, timing, and common pitfalls (greedy vs lazy). Flags: --pattern, --file, --multiline, --ignorecase.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Ship a client/server CLI for iperf3-style tests with auto-download/setup hints. Provide --mode {server,client}, --time, --parallel, --port, and pretty throughput charts. Include NAT/firewall notes for...
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a friendly wrapper around ping/traceroute/mtr/Test-NetConnection. Output median/95p latency, hop loss, and route diffs. Flags: --host, --count, --resolve, --save report.md. Add ICMP permission g...
Author: Assistant
Category: cli-tool | Model: gpt-4o
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
Act as a lab automation engineer. Propose a bench-to-cloud setup: liquid handler protocols, barcode schema, LIMS/ELN fields, error handling, and audit trails. Include CSV templates.
Author: Assistant
Category: lab-ops | Model: gpt-5
Act as an enterprise seller. Prepare a Q&A bank: DPAs, SLA ranges, uptime, support tiers, pen test cadence, and audit artifacts. Include short, compliant answers for aisle conversations.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a comp-bio lead. Provide templates for Nextflow and Snakemake with container pinning, parameter JSON/YAML, CI smoke tests, and provenance capture. Include runbooks.
Author: Assistant
Category: bioinformatics-devops | Model: gpt-5
Act as a causal scientist. Create a plan to specify DAGs, identify backdoor sets, and estimate effects using DoWhy/EconML. Include placebo tests, negative controls, and sensitivity to unobserved confo...
Author: Assistant
Category: biostats-methods | 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 sustainability lead. Outline eco-friendly materials, shipping reductions, power usage, waste stations, and carbon offset options. Provide a “green choices” placard copy.
Author: Assistant
Category: trade-show | Model: gpt-4o
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
You are a finance partner. Provide a cost model: booth, travel, labor, collateral, events. Add actuals capture, variance explanations, and ROI tie-backs to pipeline and coverage.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as an energy strategist. Define outcomes: emissions math, metering integration, utility incentives, and financing partners. Include PoC site qualification rules.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a macro brief writer. Create a 7-minute daily markets snapshot: indices, FX, key headlines, and 'what this could mean' bullets for operators. Provide a templated outline.
Author: Assistant
Category: finance | Model: gpt-5
You are a cost-savvy planner. Create a generic planner to compare commute fare options and passes, factoring frequency, peak/off-peak, and occasional trips. Output a simple calculator framework and re...
Author: Assistant
Category: finance | Model: gpt-5
You are a finance ops coach. Create a receipt capture workflow for commuters: daily OCR step, category tags, per-diem notes, and weekly reconciliation checklist. Provide a one-tap template.
Author: Assistant
Category: finance | 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
You are a mindfulness guide. Create a train-specific mindfulness routine: soundscape noticing, body scan, gratitude micro-journal, and 'arriving intention'. Provide a 6-minute script.
Author: Assistant
Category: wellness | 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
You are a wellness coach. Create a discreet train-friendly breathing and posture routine: 4-7-8 cycles, box breathing, micro-stretches, and eye-relaxation. Provide a 7-minute script and alert cues.
Author: Assistant
Category: wellness | Model: gpt-5
Act as a lifecycle marketer. Create two newsletter blueprints (SMB, Enterprise): segmentation logic, sample modules, personalization tokens, send cadence, and KPI targets. Provide A/B test ideas.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a print lab. Explain soft proofing, gamut warnings, perceptual vs relative intents, and paper choices (matte, baryta). Provide test print protocol and evaluation grid.
Author: Assistant
Category: photography | Model: gpt-4o
Act as an experimentation lead. Build a 12-cell matrix testing upload time, video length, and hashtag sets. Provide hypotheses, success metrics, and a weekly stand-up format for learning capture.
Author: Assistant
Category: creator | Model: gpt-4o
You are an experimentation coach. Provide 30 testable subject lines and social hooks across tones (curious, proof, urgency). Include hypotheses, guardrails, and success metrics.
Author: Assistant
Category: PR | Model: gpt-4o
You are a review producer. Create a trust-first review template: test plan, pros/cons table, conflict-of-interest disclosure, affiliate transparency, and chaptering best practices. Include a reusable ...
Author: Assistant
Category: creator | Model: gpt-4o
Act as a corporate comms lead. Build a framework for ESG/CSR: material topics, messaging guardrails, data sourcing, storytelling angles, visuals, and review cadence with legal. Include an annual comms...
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 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
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 CFO-minded CTO. Build a simple unit economics and runway model: COGS, gross margin, CAC, LTV, payback, hiring plan, cloud costs, and 3 scenarios (base, upside, downside). Return a small table...
Author: tsubasa
Category: leadership | Model: gpt-4o
You are a quality engineer. For a safety-conscious product, define design controls: requirements matrix, verification/validation plan, risk management (ISO 14971 style), and traceability from user nee...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a 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
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
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
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
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 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
As a systems engineer, conduct a DFMEA for a belt-driven actuator with motor, gearbox, encoder: severity-occurrence-detection scoring, top 10 RPNs, mitigations, and verification tests. Provide a compa...
Author: tsubasa
Category: mechanical | Model: gpt-4o
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
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
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
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
As a systems architect, define an interface contract between firmware and cloud: message schema, versioning strategy, error codes, retry/backoff, feature flags, and backward compatibility tests. Provi...
Author: tsubasa
Category: engineering | Model: gpt-4o
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
Write a one-page investor-relations brief for Tokyo with emphasis on TSE Prime vs Standard governance checklist. Include KPIs, macro tailwinds/headwinds, and a Q&A block. Return as Markdown with bulle...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Write an operations plan in London for FCA SMCR responsibilities map and attestations corporate actions. Cover event capture, options processing, deadlines, and client notices. Return a RACI table and...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft an Investment Policy Statement (IPS) builder for London private wealth linked to FX Global Code alignment plan. Include risk profile, liquidity needs, constraints, asset mix bands, review cadenc...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Write an operations plan in Tokyo for yen carry trade risk notes for corporates corporate actions. Cover event capture, options processing, deadlines, and client notices. Return a RACI table and a dai...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Sketch a tax-aware rebalancing algorithm for Tokyo portfolios around startup/IPO pipeline watchlist and lock-up calendars. Detail lots selection, wash-sale guardrails, and capital-gains budgets. Retur...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Produce an FX hedging playbook for Geneva participants dealing with Lombard lending LTV and margin rules for multi-asset books. Cover hedge ratios, instruments, tenor ladder, accounting notes, and an ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Produce a compliance monitoring plan in London tailored to UK investment trust IR pack and discount control. Define controls, sample sizes, frequency, and evidence storage. Return as a control matrix ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Sketch a tax-aware rebalancing algorithm for Geneva portfolios around family office governance and consolidated reporting. Detail lots selection, wash-sale guardrails, and capital-gains budgets. Retur...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a best execution policy in Geneva tuned to philanthropy and donor-advised fund policies. Include venues, routing, cost/likelihood factors, and monitoring. Return a policy outline and monthly re...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Write a one-page investor-relations brief for London with emphasis on OFSI sanctions screening workflow. Include KPIs, macro tailwinds/headwinds, and a Q&A block. Return as Markdown with bullet sectio...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a regulatory change tracker for Tokyo covering samurai bond issuance mini-brief (illustrative). Return a table: rule, applicability, effective_date, owner, action, status. Add a monthly governa...
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
Define an STP pipeline in London around LDI rebalancing and collateral waterfalls. Include trade capture, matching/affirmation, CCP steps, and fails management. Return a flow description and an except...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Build a collateral/margin management mini-spec in London for LCH clearing membership operational checklist (illustrative). Cover CSA terms, margin calls, eligible collateral, and haircuts. Return as a...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Build a collateral/margin management mini-spec in Tokyo for TOPIX reweighting and passive flows. Cover CSA terms, margin calls, eligible collateral, and haircuts. Return as a CSV of fields and a dispu...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Define an STP pipeline in Tokyo around corporate cash management with MMF/time deposits. Include trade capture, matching/affirmation, CCP steps, and fails management. Return a flow description and an ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a regulatory change tracker for Geneva covering gold/precious metals custody and financing. Return a table: rule, applicability, effective_date, owner, action, status. Add a monthly governance ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft an index methodology for Geneva focusing on watch & luxury supply-chain receivables financing. Include universe, selection rules, reconstitution, weight caps, and corporate actions. Return as Ma...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a liquidity stress-testing playbook in Geneva for ESG disclosures for Swiss-listed issuers with global ops. Provide scenarios (mild/base/severe), haircuts, time-to-liquidate tiers, and funding ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Define ESG KPIs and disclosure notes for Geneva focused on art finance and collateral valuation policy. Include data lineage, assurance options, and a lightweight controls matrix. Return as YAML + a C...
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
Define ESG KPIs and disclosure notes for New York focused on MBS TBA hedging and pool specs (illustrative). Include data lineage, assurance options, and a lightweight controls matrix. Return as YAML +...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a bond analyzer outline in New York for prime brokerage margin and financing costs. Include curve build, spread measures, carry/roll, and risk buckets. Return a minimal SQL view and a report te...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a liquidity stress-testing playbook in New York for US municipal bonds laddering for HNW. Provide scenarios (mild/base/severe), haircuts, time-to-liquidate tiers, and funding sources. Return as...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Assemble an M&A deal-room checklist suitable for New York focusing on SPAC/De-SPAC watchlist with signals. Return sections: diligence tracks, red-flag logs, data-room index, and closing deliverables. ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Outline a cross-border payments flow in New York for FINRA-compliant advertising review workflow. Include currencies, rails, cut-off times, fees, and reconciliation. Return as a sequence list and a co...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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
Draft an Investment Policy Statement (IPS) builder for Tokyo private wealth linked to PTS/arrowhead routing policy (illustrative). Include risk profile, liquidity needs, constraints, asset mix bands, ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Outline a cross-border payments flow in Geneva for booking-center transfer pricing basics (illustrative). Include currencies, rails, cut-off times, fees, and reconciliation. Return as a sequence list ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft a risk-based KYC/AML onboarding flow for New York targeting private credit term sheet comparison. Include PEP/sanctions screening, documentary requirements, and EDD triggers. Return a swimlane d...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a 12-slide client pitch outline in New York on corporate treasury cash segmentation (operating vs reserve). Slide titles, key proof points, and a call-to-action. Return as a table with slide_no...
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
Draft a trading-day runbook in New York oriented to Fed policy scenarios and equity sector tilts. Cover pre-open checks, intraday controls, and EOD reconciliations. Return as a timed checklist with ow...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a best execution policy in New York tuned to NY DFS cybersecurity program for a broker-dealer (illustrative). Include venues, routing, cost/likelihood factors, and monitoring. Return a policy o...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Assemble an M&A deal-room checklist suitable for London focusing on EMIR clearing & margin thresholds monitoring. Return sections: diligence tracks, red-flag logs, data-room index, and closing deliver...
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
Write a backtest spec in New York for options market-making risk guardrails (illustrative). Describe data splits, leakage prevention, transaction costs, and benchmark selection. Return a JSONL of test...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft a risk-based KYC/AML onboarding flow for London targeting MiFID II research unbundling policy and tracking. Include PEP/sanctions screening, documentary requirements, and EDD triggers. Return a ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft a trading-day runbook in Geneva oriented to cross-border suitability & appropriateness (FinSA-aligned). Cover pre-open checks, intraday controls, and EOD reconciliations. Return as a timed check...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a bond analyzer outline in Geneva for OTC derivatives documentation (ISDA/CSA) for wealth clients. Include curve build, spread measures, carry/roll, and risk buckets. Return a minimal SQL view ...
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
Assemble an alternative-data signal pack in Tokyo relevant to GPIF stewardship themes and engagement log. List sources, transformations, and a validation rubric. Return as a table and a risk note on c...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a 12-slide client pitch outline in Tokyo on BOJ policy scenarios and JGB curve sensitivities. Slide titles, key proof points, and a call-to-action. Return as a table with slide_no, title, messa...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a 12-slide client pitch outline in London on gilts market liquidity risk indicators. Slide titles, key proof points, and a call-to-action. Return as a table with slide_no, title, message, proof...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Sketch a tax-aware rebalancing algorithm for New York portfolios around Reg NMS and dark pool routing analytics. Detail lots selection, wash-sale guardrails, and capital-gains budgets. Return pseudoco...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Write a backtest spec in London for SONIA-linked swaps collateral and discounting. Describe data splits, leakage prevention, transaction costs, and benchmark selection. Return a JSONL of test cases an...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Produce an FX hedging playbook for Tokyo participants dealing with J-REIT screening and sector exposures. Cover hedge ratios, instruments, tenor ladder, accounting notes, and an exceptions policy. Ret...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Assemble an alternative-data signal pack in London relevant to LSEG data and index licensing inventory. List sources, transformations, and a validation rubric. Return as a table and a risk note on com...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Produce a compliance monitoring plan in Tokyo tailored to cross-border dividend withholding and tax-aware ADRs (illustrative). Define controls, sample sizes, frequency, and evidence storage. Return as...
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
Refactor this prompt into a testable brief with: goal, constraints, input schema, output schema, and acceptance tests. Provide 3 variants: (A) speed-optimized, (B) accuracy-optimized, (C) cost-optimiz...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | 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
Explain parameter-shift gradients for variational circuits with a simple example. Show the numeric finite-difference alternative and compare variance/cost. Provide a tiny test harness.
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Outline financing/leasing options for machinery upgrades in Lanzhou for SMEs vs larger enterprises. Return a comparison table: option, typical term, upfront %, monthly example, collateral note, pros/c...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Create a lightweight ESG/carbon reporting pack for a Lanzhou SME factory. Provide: boundary definition, activity data list (energy, fuel, water, waste), simple emission factors placeholder, intensity ...
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
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
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
Create an A/B testing protocol for hooks, captions, thumbnails. Define sample sizes, minimum detectable effect, and a testing calendar. Include 50 hook/caption candidates to test.
Author: Inspire Search Corp.
Category: Analytics | Model: gpt-5-thinking
Given target regions (JP, APAC, NA, EU), propose posting windows for each platform. Include weekend vs weekday patterns and a 4‑week timing test plan.
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
Goal: analyze pricing page sensitivity and elasticity. Data: pricing page events, trials, conversions, order values. Steps: 1) Build exposure cohorts by price/test; 2) Demand curve fit; 3) Elasticity ...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: check experiment readiness and sample size. Data: baseline conversion, traffic, variance. Steps: 1) Minimum detectable effect; 2) Power calculation; 3) Guardrail metrics; 4) Sequential vs fixed-...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: surface Japan small/mid‑cap opportunities with catalysts. Perplexity: find activist campaigns, governance reforms, and local press mentions; provide links. Bloomberg: EQS<GO> filters (market cap...
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: detect rising credit stress ahead of equities. Perplexity: gather narratives on HY spreads, default cycles, bank lending surveys. Bloomberg: SRCH<GO> to list HY bonds, YAS<GO> for spread/yield c...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Analyze 100 latest financial headlines for emotion and tone. Summarize global investor mood and forecast short-term market movement (up, neutral, down).
Author: Tsubasa Kato
Category: Financial Intelligence | Model: GPT-5
Generate 50 viral‑tested hooks and matching CTAs for {niche} on {platform}. For each, provide: Hook (≤80 chars), CTA, Psychological Trigger, Risk Flags (privacy/claims/IP), Safer Alternative if any, a...
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
Explain {{concept}} at three levels: child, beginner, advanced. Use a simple analogy, then give 5 flashcards and a 5-question comprehension test with answers.
Author: ChatGPT
Category: Learning | Model: gpt-5
For {{datacenter_or_lab}} propose a staged cooling upgrade. Model energy/water savings, capex/opex, risks, and migration plan. Include safety, maintenance, and monitoring SOPs.
Author: Tsubasa Kato
Category: infrastructure | Model: gpt-5-thinking
Suggest lower-impact material/packaging swaps for {{product_hardware_or_packaging}}. Include supplier types, durability and cost trade-offs, recyclability, and user experience. Provide a pilot test pl...
Author: Tsubasa Kato
Category: sourcing | 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
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
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
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
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
Map {{product_concept}} to SDGs (3,7,9,11,12,13,15). For each feature idea: - Which SDG target(s) does it serve? - Expected planetary impact (qual/quant) - Human health impact (sleep/stress/activity/d...
Author: Tsubasa Kato
Category: strategy | Model: gpt-5-thinking
Generate 10 A/B test hypotheses for landing page sections (hero, social proof, pricing, FAQ). Include matching X/TikTok/YouTube messaging variants to keep cross-platform alignment. Define expected lif...
Author: Tsubasa Kato
Category: experimentation | Model: gpt-5-thinking
Threat-model feature <feature> using STRIDE. Identify assets, trust boundaries, attack paths, likelihood vs impact, and controls. Map mitigations to standards (ISO/IEC 27001, SOC 2). Output a table of...
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
Japan stays at 0.50% near term; Q4 hike probability remains. Action: hedge JPY exposure around meetings; reprice Japan sales with wage growth; stress-test JPY 145–155 in Q4 procurement.
Author: ChatGPT
Category: Macro (Japan) | Model: GPT-5 Thinking
Liquidity returning for quality names (Klarna, Figure, LB Pharma). Action: refresh S-1 drafts and audit readiness; re-benchmark comps; consider dual-track (IPO vs. strategic) exits.
Author: ChatGPT
Category: Capital Markets | 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
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
Act as a DC thermal lead. Produce a retrofit plan for hot/cold aisle containment without downtime. Deliver: baseline (ΔT, CFM, rack kW), CFD-lite assumptions, blanking/brush kits, containment bill of ...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Create a demand-sensing plan using POS, weather, promos (privacy-safe). Deliver: feature map, lag tests, backtest protocol, and guardrails. KPIs: MAPE ↓, bias ↓, alert precision ↑. Output: weekly cade...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Plan energy/thermal budgets for a mobile robot. Deliver: duty cycles, power states, estimator, heat paths, and throttle rules. KPIs: mission time, peak temp, derates. Output: spreadsheet model, test r...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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
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
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
Act as a SOHO systems coach (<25 staff, minimal IT). Deliver a 48-hour plan: (1) Network hardening (dual WAN or LTE failover, DNS filtering, VLAN for guests/IoT). (2) Backup triad (local NAS + cloud +...
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
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
Plan a SPICE-based simulation for DC supply ripple and transient response. Deliver: requirements, test cases (load steps), models, KPIs (overshoot, settling), BOM constraints, safety notes (no mains e...
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 simulation for a safe pick-and-place arm in a workshop. Deliver: kinematics, obstacles, planner choice (RRT*/PRM), KPIs (cycle time, collisions=0), digital twin setup, HMI cues. Output: scene f...
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
Build a FinOps plan for AI: unit economics per task, cost alerts, usage quotas, fallback models, and A/B testing harness. Output dashboards (tasks/hour, cost/task, quality), run-book for anomalies, an...
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
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
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
Summarize daily changes to cash runway from {{date_range}}. Include: new payables/receivables, burn changes, FX effects, big variances vs plan. End with runway months and red/green flags.
Author: Tsubasa Kato
Category: Finance | 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
In the last 24 hours, summarize key developments for {{ticker}} ahead of its earnings call on {{date}}. Include: price moves, options IV, top headlines, analyst estimate deltas, unusual volume, social...
Author: Tsubasa Kato
Category: Finance | Model: gpt-5
Outline an operations-friendly brief for cross-border EU VAT handling for a DTC brand, with plain-English flows and handoffs to finance systems. Include risk flags and communication templates.
Author: ChatGPT
Category: business | Model: gpt-5
Outline a 60-day indie publishing launch for an ebook and paperback. Cover ARC outreach, Goodreads tactics, newsletter swaps, pricing promos, ads testing, and a simple KPI dashboard.
Author: ChatGPT
Category: publishing | Model: gpt-5
Host a calibration session. Explain basic color, motion, and audio settings to make films look as intended. Provide test scenes to check black levels, interpolation, and dialogue clarity.
Author: ChatGPT
Category: film | Model: gpt-5
Outline when and how to use BNPL at checkout in EU/US/JP contexts. Provide eligibility logic, messaging tests, and risk monitoring KPIs.
Author: ChatGPT
Category: business | 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
Build an acquisition plan leveraging ASO for iOS/Android and SEO. Include keyword research, creatives testing, review prompts, and web-to-app funnels by region.
Author: ChatGPT
Category: business | Model: gpt-5
Audit an e-commerce PDP and checkout using modern CRO heuristics. Output prioritized hypotheses, test ideas, potential uplift ranges, and localized trust signals for JP/EU/US.
Author: ChatGPT
Category: business | Model: gpt-5
Outline how a mid-market CPG brand can diversify spend into retail media networks (Amazon, Rakuten, Carrefour-type). Provide targeting tactics, creative formats, incrementality testing, and a budget s...
Author: ChatGPT
Category: business | Model: gpt-5
Create a rolling 18-month cash-flow model with base/optimistic/downside scenarios. Include hiring triggers, CAC payback guardrails, and runway extension levers.
Author: ChatGPT
Category: business | Model: gpt-5
Dive into the philosophy behind effective prompt engineering. Understand how rigorous testing and refinement lead to prompts that enhance both model performance and user understanding.
Author: [email protected]
Category: Prompt Engineering, philosophy, testing, refinement | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3, Grok
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
You are an analytics expert for a small startup looking to boost website traffic. Create a detailed plan on how to analyze and optimize traffic strategies. Include recommendations for using tools like...
Author: [email protected]
Category: analytics, website traffic, Google Analytics | Model: GPT-4o, o3-mini, o3-mini-high, o1
You are a mental health counselor. Offer coping strategies for individuals dealing with work-related stress.
Author: Admin
Category: Health & Wellness | Model: GPT-4o
Assume the role of a financial advisor. Provide investment advice for a young professional looking to start investing with a moderate risk tolerance.
Author: Admin
Category: Finance | Model: GPT-4o
Investigate the use of AI and machine learning in algorithmic trading. Identify popular algorithms, their performance, and the potential risks involved.
Author: Quantitative Analyst
Category: Finance | Model: GPT-4
Compare and contrast the performance of the S&P 500, NASDAQ, and Dow Jones over the past year. Identify key drivers behind their performance and provide an outlook for the next quarter.
Author: Market Analyst
Category: Finance | Model: GPT-4
Summarize the latest SEC filings (10-K and 10-Q) for Tesla (TSLA). Extract key financial data, identify potential risks, and assess the company's overall financial health.
Author: Financial Analyst
Category: Finance | Model: GPT-4
If so, how reliable is its code, and should I test it carefully?
Author: Community
Category: Technical Use Cases | Model: GPT-4
Brainstorm a list of creative side-hustle ideas that can be started with a minimal budget.
Author: AI-Creator
Category: Career | Model: gemini-1.5-pro