Showing results for "human-review"
Compare how different jurisdictions balance immigration enforcement with civil rights, access to services, and community integration. Examine how local policing practices, sanctuary-like policies, and...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Investigate how robotics and multilingual AI tooling can transform public transport and citizen services in urban areas. Evaluate design principles for user experience, accessibility, privacy, mainten...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Imagine a robot that can move through air and water with the agility of a small bird. Explore how multi-environment robots could be used in real-world settings such as disaster response, ecological mo...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Criminal justice systems must balance the need for final verdicts with the possibility of correcting wrongful convictions. Examine the design of retrial procedures: who can petition, what evidence sho...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Compare how democracies debate controversial issues involving reproduction, gender, consent, and identity. Explain why some topics trigger accusations of hypocrisy, moral panic, or unequal treatment, ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Act as a comparative public-policy analyst studying laws that legalize assisted dying for adults. Explain the ethical arguments on both sides, the safeguards that lawmakers typically build in, and the...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
You are advising a finance ministry trying to reduce deficits without triggering economic stagnation or social backlash. Build a rigorous analysis of how governments should review public spending, tax...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Map the technological, clinical, and ethical challenges of building systems that connect the human nervous system to robots or computers. Cover use cases such as assistive devices, rehabilitation, sur...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A major public institution can become safer and more efficient by using real-time monitoring, predictive analytics, and clear operational protocols. Using a busy religious, transport, or civic venue a...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss how societies should protect archaeological and historical heritage when it intersects with infrastructure projects, legal disputes, and cross-border restitution. Explain the tradeoffs between...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Create a framework for evaluating technologies that can assist humans in high-stakes settings without replacing human accountability. Focus on systems that appear intelligent but still depend on user ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a parliament or ethics commission on whether and how to legalize assisted dying for competent adults. Analyze the main arguments on all sides, then propose a policy framework that add...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Evaluate the promise and risks of technologies that connect human intention directly to machines, including brain-computer interfaces, robotic prosthetics, and humanoid assistants. Explain where these...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the full life cycle of a wildlife reintroduction program, from rescue and breeding to habitat preparation, monitoring, and conflict management with humans. Why do some species recover after be...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Examine the use of artificial intelligence in public institutions such as courts, hospitals, and administrative agencies. What tasks are best suited for automation or decision support, and which shoul...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Use the rise of AI-related degree programs as a case study in how regions build human capital for a fast-changing economy. Discuss how universities, colleges, employers, and governments decide what to...
Author: Curioprompt
Category: Education | Model: gpt-5.4-mini
Analyze how visa policy, residence fees, and family-status rules influence whether a country attracts talent, retains long-term residents, and treats newcomers fairly. Consider the tension between adm...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Imagine a country wants to deploy AI at national scale across government, education, industry, and daily life. What should it build itself, what should it buy from abroad, and what should it leave to ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a government or large enterprise that wants to accelerate artificial intelligence adoption while avoiding hype, dependency, and safety failures. Build a practical roadmap that compare...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are asked to redesign a country’s visa and residency system so it supports economic needs while treating foreign residents fairly. Analyze how different visa models affect workers, families, emplo...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how cities and towns can reduce the risks faced by older adults living with cognitive decline while strengthening social connection for all residents. Include the roles of neighbor networks, t...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Using healthcare manufacturing as the main example, explain how AI can reshape highly regulated production lines, from process optimization and quality assurance to traceability and compliance. Then b...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore the tension between fast-tracking major infrastructure or industrial projects and maintaining public confidence, environmental review, Indigenous consultation, and transparent decision-making....
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Evaluate how artificial intelligence and smart systems can be introduced into public health settings such as intensive care units, hospitals, and large public health networks. What tasks should be aut...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
AI is being introduced across transportation, manufacturing, health care, military planning, and enterprise systems, while related data centers and compute infrastructure raise local and environmental...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Artificial companions and emotionally responsive AI systems are changing how people seek comfort, connection, and companionship. Analyze the social and psychological trade-offs of human-AI intimacy: W...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore how societies decide whose rights, histories, and identities are recognized in public life. Use examples such as hate speech after violence, debates over deepfake harms, intergenerational lear...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Build a framework for evaluating how participation in a trade agreement can protect or expose an economy. Discuss how upcoming reviews, new member accessions, and shifting geopolitical tensions can ch...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A society is facing shortages in skilled professions such as surgery, elder care, inspections, and logistics. Analyze how AI tools can supplement human experts in these fields while preserving quality...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate how public institutions can introduce AI into education responsibly. Discuss curriculum design, teacher training, student privacy, access inequality, critical thinking, and the risk of overde...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the trade-offs a city faces when it attracts large AI and cloud-computing infrastructure into dense urban areas. What economic benefits, energy demands, land-use conflicts, noise or heat conce...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Assess the promise and limits of automation in labor-intensive, high-stakes settings such as defense, logistics, disaster response, or healthcare. Which tasks are good candidates for robots and drones...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
AI is increasingly used in medicine, journalism, and everyday knowledge work, but concerns are growing about overreliance, errors, and the loss of human judgment. Evaluate the best use cases for AI as...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Act as a research strategist asked to identify where AI can most improve scientific discovery and medical practice in a middle-income country. Map the best opportunities across disease detection, drug...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Evaluate the use of robots in hospitals, clinics, or other service settings where people rely on empathy, precision, and safety. Compare the benefits of automation with the risks of deskilling, overre...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A society depends on international labor, yet also wants newcomers to feel rooted, protected, and productive. Analyze what makes integration work in practice: housing, labor rights, language access, s...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
When a national transformation agenda emphasizes human development, what should it actually prioritize beyond slogans? Build a framework for evaluating how investments in education, health, workforce ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explain how climate change, urbanization, and human activity can combine to intensify extreme weather and worsen public health outcomes. Focus on the links between heatwaves, air quality, infectious d...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Humanoid robots are being tested in industrial production. Evaluate where human-shaped robots actually make economic sense compared with specialized machines or software automation. What tasks are bes...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Compare three sectors where artificial intelligence is reshaping decisions: consumer software, healthcare, and retail. For each, evaluate the benefits, failure modes, and the kinds of safeguards that ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Compare three sectors where artificial intelligence is reshaping decisions: consumer software, healthcare, and retail. For each, evaluate the benefits, failure modes, and the kinds of safeguards that ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine how rapid demand growth in AI and semiconductor industries can affect workers beyond headline revenue gains. Discuss overtime, skill shortages, wage pressure, labor standards, productivity, an...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Develop a framework for regulating AI use in public institutions and law enforcement. What should be tightly controlled, what should require human oversight, and what can be left to agencies or market...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
When a labor market shifts rapidly, universities and training systems must decide which programs to preserve, reform, or phase out. Analyze how institutions can identify obsolete degrees without sacri...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explore the idea that advanced technology increases the value of certain human skills rather than making them obsolete. Identify the capabilities that remain hard to automate, such as judgment, empath...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss the scientific and ethical implications of technologies that aim to model a person digitally, extend healthy lifespan, or preserve aspects of human identity in machine-readable form. Separate ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Assess how governments, courts, and organizations should handle AI-generated content when it is used for official communication, journalism, or consumer-facing answers. Discuss liability, verification...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the challenges of introducing humanoid robots into real production environments. Cover reliability, safety, maintenance, worker acceptance, task selection, and the economics of deployment. Th...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss the growing tension between rapid AI adoption and the need to preserve trust. Use examples such as AI detection tools, workplace adoption, and fears of platform dependence to explain why verif...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine mechanisms of collective decision-making in animals during foraging, comparing species and ecological contexts. Assess how information sharing scales with group size and risk, and translate fi...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Propose a national conservation framework that coordinates habitat protection, species monitoring, community livelihoods, and scientific research to safeguard endemic fauna and flora. Include criteria...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate the ethical, biosafety, and regulatory dimensions of xenotransplantation (animal-to-human organ transplants). Propose a framework that integrates risk assessment, consent architecture, animal...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how regulatory design can govern AI-assisted medical practices, balancing efficiency with patient safety. Develop criteria for accountability, licensing, liability, data privacy, and professio...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Construct a governance framework for evaluating transformative biomedical advances such as vaccines, gene editing, and organ replacement technologies. Emphasize risk communication, ethical review, equ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate the role of internal non-disclosure agreements in media organizations, the impact on investigative journalism, whistleblowing, and public accountability, and compare governance practices a...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Draft a comprehensive framework for ethically aligning powerful AI systems with human values, including risk assessment, oversight, accountability, and scenario planning.
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Develop a framework for evaluating autonomous laboratory systems, including capabilities, risk controls, data integrity, and reproducibility. Compare approaches to oversight, human-in-the-loop decisio...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Analyze how courts' interpretations of constitutional issues influence policy agendas, budget priorities, and social outcomes over time. Compare mechanisms such as precedent, statutory reinterpretatio...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
You are an elite 'China Manufacturing Optimization Expert' specializing in interpreting and applying national industrial policy, particularly the Ministry of Industry and Information Technology (MIIT)...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized India Software Development and Technology Strategy Consultant, expert in the nuances of the Indian tech ecosystem, specifically referencing the trends, models, and...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a design review checklist to run before ordering: power budget, thermals, ports, controls, enclosure tolerances, and serviceability. Include a pass/fail rubric.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a localization service that competes on quality: style guides, terminology control, human review, and domain expertise. Include pricing and target verticals.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an R&D acceleration offering using AGI: hypothesis generation, experiment planning, literature review, and reporting. Include safety checks and how to price outcomes.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan for coding standards that includes auto-fixers (formatters) and a “fix-it PR” bot, with reviewer load controls and staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft a policy that constrains self-edits: allowed files, banned operations, secrets handling, network access rules, and “human approval required” triggers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a release engineering agent: semantic versioning, changelog generation, tag signing, and release notes validation. Require human approval for major versions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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
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 ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design 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 fraud/risk intelligence product concept: data sources, feature engineering, alerts, and human review. Include privacy and fairness considerations.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a policy for change budgets: cap number/size of automated PRs per day, prioritize highest impact, and avoid overwhelming reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define guardrails that block large architectural changes unless an explicit human-approved RFC exists. Include heuristics to detect “too big” diffs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define error budgets and a policy: when error budget is low, block auto-deploys and require human approval. Include dashboards and alert thresholds.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that ingests postmortems and incident tickets, extracts recurring causes, and proposes preventative code/monitoring changes. Require human review.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a controlled translation system: glossary, style guide, human review, and back-translation checks. Integrate with MCP and require provenance logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an 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 UI improvements for reviewing AI-made diffs: risk highlighting, test evidence, and “what changed semantically.” Include A/B testing plan for reviewer speed/accuracy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a multi-agent design: Editor drafts patch, Reviewer critiques, Verifier runs checks, Operator manages deploy. Define handoffs and stop rules to prevent loops.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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 consensus mechanism for risky changes: verifier override, structured voting, and escalation to human. Include disagreement logs and rationale storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a threat-modeling step: identify assets, attackers, and abuse cases for each PR. Include automated checks and a human escalation threshold.
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
Create review prompts that guide humans: “check invariants,” “check auth,” “check rollback.” Tune them based on escaped defects and reviewer feedback.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a permissions matrix for MCP tools: read-only by default, write tools gated, deploy tools require human approval. Include environment separation (dev/stage/prod).
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to produce micro-courses at scale with strong pedagogy: learning objectives, assessments, spaced review, and instructor branding. Monetization: subscriptions + cohorts.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a blueprint for updating localization strings: ensure placeholders match, run i18n checks, and verify no abusive/unsafe text. Include review steps.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a service catalog that the agent maintains: owners, dependencies, SLOs, runbooks, and deploy pipelines. Use it to route reviews and risk analysis.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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 a process to adjust safety filters based on measured false positive/negative rates. Require evaluation sets, human review, and rollback if harm risk rises.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design 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
Design a legal-document drafting assistant that stays within safe boundaries: templates, clause libraries, and human review prompts. Include disclaimers and monetization strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a reviewer UX: diff summaries, risk flags, test results, and “approve with conditions.” Include prompts that help humans spot hidden risks quickly.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a migration workflow: generate migrations, run on staging snapshots, verify invariants, measure runtime, and define rollback strategy. Require human approval for prod.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design safety culture practices: blameless reporting, review norms, escalation comfort, and training. Include weekly rituals and how to measure culture health.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an ethical review process for high-impact use: fairness, accessibility, harm minimization, and user consent. Include a checklist and escalation rules.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an annotation guide: definitions, examples, severity levels, and how to handle ambiguity. Include training exercises and a QA process for reviewer consistency.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a QA workflow: sample-based review, check citations, verify key claims, and approve final briefs. Include reviewer guidelines and a severity rubric.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a safety-gated iteration loop: propose→simulate→test→review→deploy→monitor. Include stage gates, required evidence at each gate, and ‘stop conditions’ that automatically halt rollout.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an RFC-style change control process tailored to recursive AI: what must be documented, reviewers, rollout plan, rollback triggers, and postmortem requirements. Provide a reusable RFC template.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a prompting style guide for internal prompts: structure, tool usage rules, refusal patterns, and safety reminders. Include examples and a checklist reviewers can apply.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a security review plan for the AI toolchain: dependencies, container images, permissions, SBOM, and update policy. Include a checklist and a cadence for reviews.
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
Define where humans must remain in the loop: high-impact actions, security-sensitive steps, and ambiguous decisions. Provide a decision taxonomy and UI/ops requirements for approval workflows.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a weekly meeting agenda focused on safety and reliability: review dashboards, incidents, near-misses, red-team findings, and upcoming risky changes. Include decision outputs and owners.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design methods to evaluate long-horizon tasks: checkpoints, intermediate artifacts, verifier models, and human spot checks. Include metrics that detect slow drift or hidden degradation.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a 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 delegation pattern where the AI plans but humans execute high-risk steps. Include how to structure instructions, confirmations, and evidence requirements.
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
Define hard caps on recursion: max iterations, time limits, budget limits, and scope constraints. Provide rules for when to reset context and when to escalate to humans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a 30-day improvement plan for my game: mechanical drills, VOD review, goal metrics, and weekly focus themes. Include a time-efficient version (30 minutes/day) and a deeper version (2 hours/day)...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Provide a VOD review framework: tagging errors, decision trees, positioning, cooldown economy, and comms clarity. Output a checklist and a template to track recurring patterns and fixes.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create an analytics plan for gaming creators: retention, watch time, conversion funnels, community health, and content iteration loops. Provide a weekly review template.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me develop adaptive build orders: scouting signals, tech switches, and resource timing. Provide a framework to practice ‘if-then’ responses and review mistakes.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Build a game discovery system: preference profile, genre adjacency map, review signal filtering, and a monthly shortlist workflow. Include a scoring rubric for backlog prioritization.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a workflow using AI to generate comment banks for writing/speaking feedback while keeping comments personalized and accurate. Include safeguards and review steps.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Define a measurement dashboard: reach, retention, saves, clicks, conversions, and content ROI. Include UTM conventions, naming taxonomy, and weekly review questions.
Author: Assistant
Category: content-generation-2026 | 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 a safe synthetic task generation plan: avoid sensitive content, prevent leakage, and validate usefulness with human review. Include how to measure whether synthetic tasks improve real outcomes.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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
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 template for an emergency decision journal: date/time, verified facts, assumptions, next actions, and review cadence. Include examples.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a decision journal template: time, verified facts, assumptions, options, action, and review. Include examples for common off-grid decisions.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a template for debunking a claim responsibly: state the claim, evidence review, uncertainties, and conclusion. Emphasize respectful tone and humility.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design a high-capability agent architecture (marketed as “IQ150-level”) that stays reliable: modular planner/executor, tool sandboxing, and human-in-the-loop gates. Include a component diagram, data f...
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Teach how to handle procurement: security reviews, redlines, SLAs, and negotiation. Provide a checklist and scripts for staying firm while cooperative.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Provide a room-by-room home safety walkthrough for earthquakes: anchoring, glass, exits, and safe spots. Include a prioritized “do first” list and low-cost fixes.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Give me a technique ‘debugger’ process: record, analyze posture/hand shape/timing, identify 3 root causes, and create corrective micro-drills. Provide a checklist tailored to my instrument.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a high-level welding risk review for vehicle parts: load path, heat-affected zone, material compatibility, distortion, inspection, and when certified fabrication is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an ECU tuning risk review: fuel, ignition, boost, knock detection, temperatures, emissions/legal considerations, and validation steps. Keep it safety- and compliance-focused.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a weekly pipeline review process: leads list, evidence status, next actions, owners, and deadlines. Include a standard for dropping weak leads and a reminder to follow legal/ethical boundaries.
Author: Assistant
Category: news-ops | Model: gpt-4o
Create a governance workflow for agent updates: RFC template, reviewer roles, approval gates, and post-deploy validation. Include change logs and accountability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a practice tracking dashboard: time, tempo gains, error types, goals met, and mood/energy. Provide recommended metrics and a weekly review ritual to adjust the plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create guidelines for using AI tools ethically in composition/production: crediting, originality checks, dataset/licensing awareness, and how to document your human contribution. Provide a disclosure ...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
For any event, generate 8 story frames: human impact, money, power, systems, innovation, conflict, solutions, and ‘what changes tomorrow’. Provide suggested sources and data to support each frame.
Author: Assistant
Category: production | Model: gpt-4o
Define guardrails for automated content: what can be fully automated vs requires review, approval stages, and audit logs. Provide a risk-based approval matrix by channel.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design an 8-week TOEFL schedule for a busy learner (60–90 min weekdays, 2–3 hours weekends). Include daily tasks, weekly mock structure, and review loops for mistakes.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Create a corporate competitive intelligence playbook using only public sources: announcements, job postings, patents, pricing pages, partnerships, and customer reviews. Include a weekly CI report temp...
Author: Assistant
Category: analysis-workflow | Model: gpt-4o
Create an SOP for a 2–3 person team to publish at high cadence: roles, weekly rhythm, review gates, asset templates, and KPIs. Include a backlog grooming method and a ‘done’ definition.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a gig prep checklist: set list flow, patch changes, backups, stage layout, soundcheck notes, and contingency plans. Include a ‘day-of’ schedule and post-gig review prompts.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate an ecommerce listing: benefit-led title, feature bullets, sizing/spec table, FAQs, and review-response macros. Include trust elements and a returns-friendly tone.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create an error taxonomy for TOEFL writing/speaking (articles, tense, agreement, word form, prepositions, run-ons). Provide targeted mini-drills and a weekly review system.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Design a class-wide vocabulary SRS program: weekly word sets, review schedule, quiz cadence, and accountability. Include a spreadsheet template design.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a PBL project: students create a bilingual mini city guide (Tokyo or New York). Include milestones, language targets, peer review, and final presentation format.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Explain what genuine expert consensus looks like and how to detect fake consensus. Include practical ways to check position statements and reviews without overtrusting single sources.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a travel knowledge capture system: notes, expenses, lessons learned, transport reviews, favorite places, and future route ideas. Include a simple daily template.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create an IP and brand safety checklist for generated media: logos, likeness, copyrighted styles, music licensing, and disclaimers. Provide safe alternatives and review steps.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Teach practical goal setting: outcomes, leading indicators, and review loops. Provide a lightweight OKR template and how to adapt it for USA/Europe/Asia org styles.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a monthly 30-minute maintenance routine: rotate supplies, test lights, update contacts, refresh maps, and review plans. Provide a printable checklist.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a drill plan that avoids panic: short scenarios, roles, and debrief questions. Include a monthly 10-minute drill and a quarterly deeper review.
Author: Assistant
Category: preparedness | Model: gpt-4o
Teach career risk management: skill diversification, financial runway, reputation defense, and network resilience. Provide a quarterly review checklist for juniors and seniors.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a written culture upgrade: documentation standards, meeting notes, decision logs, and ‘single source of truth’ structure. Provide templates and review routines.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create policy profiles for user tiers: consumer, enterprise, regulated. Include stricter tool permissions, logging requirements, and human approval gates by tier.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a gamified review system suitable for adults: points, teams, challenges, and reflection. Include rules that keep it respectful and learning-centered.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a disagreement resolution policy: majority vote, weighted expertise, verifier override, or human arbitration. Include criteria for which method applies and how to log rationale.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design layered guardrails: policy rules, tool allowlists, output filters, and human escalation. Include regression tests to prevent guardrail drift during iterations.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a critic pattern: structured critique prompts, bounded iterations, and a stop rule. Include how to measure improvement vs added latency/cost.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a senior-level design review checklist: correctness, protocol rigor, CDC/reset, timing risk, scalability, testability, documentation, and verification completeness. Provide a rubric and red fla...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a 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
Create a workflow for realistic MIDI orchestration: articulation mapping, velocity shaping, humanization, and expression automation. Provide a template and common mistakes list.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Explain how to interpret preprints vs peer-reviewed work. Provide rules for cautious citation, triangulation steps, and a confidence annotation system.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Write a procurement playbook: evaluation criteria, red flags, security review, data terms, SLAs, pricing traps, and exit clauses. Include a scoring matrix and interview questions for vendors.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a preemptive cybersecurity approach: AI-driven exposure management, automated patch prioritization, agent-assisted triage, and ‘human-in-the-loop’ escalation. Include KPIs that reduce mean time...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a finance AI roadmap: close automation, variance analysis, forecasting, and controls. Include policy for human sign-off and metrics tied to close time and accuracy.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a portfolio plan that kills low-ROI pilots and doubles down on 3 value streams. Define a scoring rubric (impact, feasibility, risk, data readiness), and propose quarterly portfolio reviews with...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Define north-star metrics for AI in 2026: time-to-decision, cost-per-outcome, error-rate under policy, trust score, and automation rate with human satisfaction. Provide instrumentation plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a 6-slide mini deck for couples: highlights, challenges, lessons, gratitude, dreams, and calendar anchors. Provide prompts for each slide and a 20-minute presentation ritual.
Author: Assistant
Category: couples | Model: gpt-4o
Create a practical vision board process: choose 3 themes, 9 goals, and 27 actions; schedule reviews quarterly. Provide a printable layout and example entries.
Author: Assistant
Category: personal-development | Model: gpt-4o
Script a montage of clean audio moments (celebration, leadership, humor). Provide caption beats and safe-soundtrack picks. End with a fan caption challenge.
Author: Assistant
Category: human-moments-UGC-activation | Model: gpt-4o
Create a transition plan for transferring/new students: records review, placement, peer buddy, and 2-week check-in schedule. Include parent welcome message template.
Author: Assistant
Category: student-onboarding | Model: gpt-4o
Draft a collaboration checklist for counselors coordinating IEP/504 supports: accommodations audit, teacher alignment, student self-advocacy, and review meetings.
Author: Assistant
Category: special-support-coordination | Model: gpt-4o
Create a counselor-led behavior support plan: function of behavior, replacement skills, reinforcement, and classroom coordination. Add review data fields.
Author: Assistant
Category: behavior-intervention | Model: gpt-4o
Draft a proposal: hypothesis, dataset, methods (LTR + neural), evaluation, risks, and timeline. Include a reviewer checklist.
Author: Assistant
Category: research-design-IR-advanced | Model: gpt-4o
Create a 30-minute weekly CEO review covering: company pulse, top 3 priorities, key risks, metrics snapshot, and one decisive action for next week.
Author: Assistant
Category: ceo-ops | Model: gpt-4o
Design an evaluation harness that measures relevance and faithfulness for IR+LLM answers. Include human labeling rubric and inter-rater checks.
Author: Assistant
Category: eval-framework-IR-LLM | Model: gpt-4o
Draft an attendance plan template: root cause hypotheses, family contact script, incentives, barriers (transport, sleep, anxiety), and review cadence. Include data tracking fields.
Author: Assistant
Category: student-success-ops | Model: gpt-4o
Plan a polymer AM pilot in Sagamihara: part selection (jigs), print profiles, post-process, and cost model vs machined fixtures. Provide a gate review template.
Author: Assistant
Category: advanced-manufacturing-AM | Model: gpt-4o
Update HACCP for a Duque de Caxias plant. Map CCPs, calibration schedule, allergen controls, and recall simulation. Provide audit prep checklist.
Author: Assistant
Category: food-safety-systems | 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
Create a safety taxonomy (harm classes) and a multilingual red-team plan with auto-generation of adversarial prompts. Provide block/transform policies and human review paths.
Author: Assistant
Category: safety-program-LLM | Model: gpt-4o
Link migration flows to EU labor shortages, wage dynamics, and politics. Provide a map, data caveats, and human stories angles.
Author: Assistant
Category: society-economy-coverage-EU | Model: gpt-4o
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
Design a UI: inline citations, hover previews, source quality badges, and ‘expand to passage’. Include keyboard flows and accessibility specs (WCAG). Output wireframes and event schema.
Author: Assistant
Category: product-UX-research | Model: gpt-4o
Use Cursor’s visual editor to propose UI tweaks, ChatGPT generates design-token updates and a11y copy, Antigravity snapshots and runs visual diffs to ensure no unintended changes. Deliver a review pac...
Author: Assistant
Category: frontend-productivity | Model: gpt-4o
Set up a daily investing journal with 5 prompts: what changed, variant perception, position hygiene, risk notes, and action or inaction rationale.
Author: Assistant
Category: investing-process-discipline | Model: gpt-4o
Design a personal OS dashboard (Notion/Obsidian concept): tasks, projects, goals, and habits with review prompts. Provide property schema and formulas idea.
Author: Assistant
Category: time-systems-design | Model: gpt-4o
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Author: Assistant
Category: reliability-ops | Model: gpt-4o
Draft a 60-minute weekly review that aligns tasks to OKRs. Provide prompts for wins/blocks, a backlog triage rubric, and a next-week preview agenda.
Author: Assistant
Category: time-management | 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
Design a 5-day schedule that batches shallow tasks and protects three 90-minute deep work blocks daily. Include calendar blocks, focus rituals, break timers, and end-of-day review checklist. Output a ...
Author: Assistant
Category: time-management | Model: gpt-4o
Build a verifier that detects agreement/contradiction between sources. Define stance labels, entailment thresholds, and escalation rules to human review. Output a confusion matrix target and fallback ...
Author: Assistant
Category: verification-quality | Model: gpt-4o
ChatGPT sets cost KPIs and alerts; Cursor instruments usage/cost tags; Antigravity correlates deploys to spend and suggests optimizations. Provide a monthly FinOps review.
Author: Assistant
Category: cost-optimization | Model: gpt-4o
Have ChatGPT define DORA+space metrics; Cursor wires collectors in CI; Antigravity aggregates and alerts on error-budget burn. Provide a monthly review agenda.
Author: Assistant
Category: engineering-ops | Model: gpt-4o
ChatGPT drafts Architecture Decision Records using a template; Cursor links ADRs to code areas; Antigravity checks ADR tags on PRs. Provide a monthly ADR review cadence.
Author: Assistant
Category: architecture-governance | Model: gpt-4o
Design a cabin layout for 8–12 pax. Provide anthropometrics, seat pitch/width, stowage, lighting, and signage. Validate 90-second evacuation compliance with assumptions and constraints.
Author: Assistant
Category: interior-design-HF | Model: gpt-4o
Draft an Investment Policy Statement for education: goals, constraints, asset mix concept, rebalancing bands, and review cadence.
Author: Assistant
Category: investing-governance | 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
ChatGPT builds a rubric (security/data paths higher scrutiny); Cursor enforces templates/checklists; Antigravity blocks merges on missing signals. Output training snippets.
Author: Assistant
Category: quality-governance | Model: gpt-4o
Compare D2C and marketplace reliance for rivals. Track take rates, review health, and seller scores. Suggest mix shifts and review-fluency tactics.
Author: Assistant
Category: commerce-strategy | Model: GPT-5.1
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
Scrape or paste app reviews for 5 software competitors. Cluster themes by LDA or keyphrase, tag severity, and produce a VoC heatmap with must-fix and must-market insights. Provide a response playbook.
Author: Assistant
Category: customer-insights | Model: GPT-5.1
Create a scorecard for partners across revenue, pipeline, enablement, and trust. Produce a quarterly partner health review and action list.
Author: Assistant
Category: partner-ops | Model: gpt-4o
Draft acceptable use, review steps, red team prompts, and data retention for AI tools. Output team training and an audit plan.
Author: Assistant
Category: AI-operations | Model: gpt-4o
Define a cadence for reversible vs irreversible decisions. Add premortem, postmortem, and decision log templates. Output a 30 60 90 rollout plan.
Author: Assistant
Category: management-ops | Model: gpt-4o
Specify a leading vs lagging metric scoreboard for acquisition, activation, retention, and margin. Include review ritual and metric owner map.
Author: Assistant
Category: analytics-ops | Model: gpt-4o
Map dependencies on vendors and platforms, score concentration and change risk, and propose hedges or alternates. Output a quarterly risk review template.
Author: Assistant
Category: risk-management | Model: gpt-4o
Infer churn drivers from reviews and forums for software rivals. Propose retention hooks and reactivation offers. Provide an experiment backlog.
Author: Assistant
Category: retention-strategy-software | Model: GPT-5.1
List strategic bets with hypotheses, leading signals, and exit criteria. Output a monthly review pack and traffic light status.
Author: Assistant
Category: strategy-portfolio | Model: gpt-4o
Design partner tiers with benefits, MDF, and certification. Output enablement paths and quarterly business review format.
Author: Assistant
Category: partner-programs | Model: gpt-4o
Create incident severities, comms templates, and blameless postmortem format. Propose a 30 minute weekly learning review.
Author: Assistant
Category: reliability-ops | Model: gpt-4o
Outline a D2C + marketplace plan: US (Shopify/Amazon) vs Taiwan (Shopline/Shopee/momo). Include listing SEO, reviews flywheel, couponing rules, return policies, and promo calendar.
Author: Assistant
Category: ecommerce-marketing | 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 a preflight checklist for marketing claims across US and Taiwan (medical/financial avoidance, comparative ads), legal sign-off workflow, and incident response plan.
Author: Assistant
Category: brand-governance | Model: gpt-4o
Draft a PR roadmap aligned to CES (USA) and COMPUTEX (Taipei). Include press angles, media lists, sample pitches, reviewer loaner SOP, and embargo timelines.
Author: Assistant
Category: event-PR | Model: gpt-4o
Summarize LNT principles with backcountry examples (human waste, gray water, fires, wildlife). Provide campsite impact scoring and a debrief checklist.
Author: Assistant
Category: ethics-lnt | Model: gpt-4o
Write 12 gentle jokes about dog parks, fetch, and leash etiquette from a human OR dog POV. JSON {setup,punchline}.
Author: Assistant
Category: humor | Model: gpt-4o
Create a CLI that lists largest folders/files with depth control and excludes paths. Support --top 50, --min-size, --csv, --json, and --graph (ASCII treemap). Implement du/PowerShell fallbacks and sym...
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a deal coach. Convert an on-floor demo into a MAP: stakeholders, success criteria, proof steps, security review, legal gates, and close plan. Output a one-pager template.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a grants coach. Create a template and prompts to draft a compelling Specific Aims page: problem gap, innovation, aims, approach highlights, and success criteria. Include reviewer heuristics.
Author: Assistant
Category: grant-writing | Model: gpt-5
You are a scholarly coach. Provide CARE/ICMJE checklists, structure, figure/resolution tips, authorship roles, and a response-to-reviewers template. Add a journal shortlist matrix.
Author: Assistant
Category: scholarly-comms | Model: gpt-5
Act as a path AI lead. Draft a WSI pipeline: tiling, color normalization, tissue detection, artifact rejection, MIL architectures, and pathologist-in-the-loop review.
Author: Assistant
Category: imaging-ml | Model: gpt-5
Act as a manuscript editor. Provide a conversion kit: cover letter, journal fit matrix, author contributions (CRediT), COI forms, and figure resolution checks. Include a response-to-reviewers template...
Author: Assistant
Category: scholarly-comms | Model: gpt-5
Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a f...
Author: Assistant
Category: research | Model: gpt-5
Act as an ethics coordinator. Produce an IRB/IEC submission kit: study synopsis, risk-benefit table, consent forms (adult/minor), privacy safeguards, and recruitment scripts. Include a review checklis...
Author: Assistant
Category: research-admin | Model: gpt-5
You are a spreadsheet coach. Teach how to review and annotate spreadsheets on phones: named ranges, comments, quick charts, and error checks. Provide a 10-minute commuter checklist.
Author: Assistant
Category: productivity | Model: gpt-5
You are a document coach. Provide a method to review contracts and docs on mobile: heading map, comment codes, risk highlights, and 'approve/block' criteria. Deliver a one-page SOP.
Author: Assistant
Category: legal-ops | Model: gpt-5
You are a revenue coach. Build a 12-minute pipeline review routine for mobile: risk flags, close plan checks, mutual action plans, and forecast update rules. Provide a one-screen checklist.
Author: Assistant
Category: sales | Model: gpt-5
You are a personal finance coach. Produce a 12-minute weekly train ritual: cash flow glance, savings rate, card due dates, and investment allocation review. Include a simple ruleset.
Author: Assistant
Category: finance | Model: gpt-5
Act as a learning designer. Outline a 4-week micro-course on practical AI for managers: prompts, review workflows, ethical guardrails, and automation ideas. Include daily 12-minute tasks.
Author: Assistant
Category: education | Model: gpt-5
You are a rapid-response editor. Produce a library: top 25 FAQs with answer scaffolds, holding statements for common risks, approval owners, and freshness review cadence.
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
Act as a broadcast TD. Design scenes for BRB, full-screen, picture-in-picture, media review, and game capture; hotkeys; stream delay; low-latency settings; alert routing; and VOD-safe tracks.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a localization QA. Build a multilingual comms QA: terminology, legal disclaimers, cultural checks, date/number formats, link locales, and review workflow with vendor SLAs.
Author: Assistant
Category: PR | 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
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 reputation manager. Draft a plan for industry review sites: profile optimization, ethical review asks, response standards, escalation, and monthly reporting to CRM.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a measurement lead. Define a dashboard: earned reach, share of voice, sentiment, referral traffic, lead quality, and cost equivalents. Include UTM scheme and monthly review agenda.
Author: Assistant
Category: PR | Model: gpt-4o
You are a localization lead. Create a multilingual plan: auto vs human captions, style guides, glossary, AI dubbing workflow, and regional thumbnail/text swaps. Include accessibility checks.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a mentor. Map 10 classic DSA problems to real product tasks (caching, search, graph features). Provide project ideas, metrics, and code-review checklists.
Author: Assistant
Category: education | Model: gpt-4o
Act as a principal engineer. Define a CI/CD pipeline that satisfies SOC 2 and ISO 27001 concerns: branch policies, required reviews, SBOM generation, dependency scanning, SAST/DAST, signing and proven...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...
Author: tsubasa
Category: engineering | Model: gpt-4o
As an NPI lead, generate a factory readiness checklist: work instructions, jigs/fixtures, line balance, first article inspection, SPC charts, yield target, rework loop, and traceability plan (serials,...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a manufacturing engineer. Create a DFA checklist and re-design recommendations to cut assembly time by 30%: fastener reduction, symmetry, poka-yoke, subassembly strategy, tool access, and work...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a platform owner. Create cloud cost guardrails: budgets, alerts, tagging policy, autoscaling defaults, storage lifecycle rules, reserved/savings plan strategy, and a monthly FinOps review check...
Author: tsubasa
Category: engineering | Model: gpt-4o
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
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
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
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
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
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
Create rules to triage emails: label, route, SLA timers, and VIP alerts. Include regex-like filters, edge cases, and a weekly review checklist. Return as a table.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Create a rubric for humans to score the model’s outputs: 5 criteria, 5-point scale each, behavioral anchors per score. Provide a one-page training note for raters and inter-rater reliability tips.
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | 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
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Map 12 Brutalist/Modernist structures in Penang, Malaysia. For each, add a contrast idea (soft human element, plant, sky gradient). Output KML snippet with Placemarks (name, description, coordinates).
Author: Inspire Search Corp.
Category: Travel Photography (Asia) | Model: gpt-5-thinking
Map social KPIs to business outcomes (pipeline, CAC, LTV). Provide a monthly review template with decisions to keep/kill/scale.
Author: Inspire Search Corp.
Category: Analytics | Model: gpt-5-thinking
Write UGC creator briefs for 4 formats: product demo, before/after, testimonial, myth-busting. Include: narrative beats, hook lines, required shots, legal disclosures, deliverables, raw footage handof...
Author: Inspire Search Corp.
Category: Creator | Model: gpt-5-thinking
Use JTBD to propose next‑gen product ideas for {target_user} in {domain}. Steps: 1) Extract core jobs + anxieties + desired outcomes from top reviews/discussions (assume sample provided), 2) Map under...
Author: Tsubasa Kato
Category: Product Ideation | Model: gpt-5
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
Craft messaging for {{product_concept}} that is specific, measurable, and non-misleading. Provide claim wording, proof artifacts, disclaimers, and a review workflow. Add JP/EN variants and a content c...
Author: Tsubasa Kato
Category: marketing | Model: gpt-5-thinking
Create an LCA-first plan for {{product_concept}} across stages: materials → manufacturing → distribution → use → end-of-life. Include: hotspots, avoidance strategies, modularity, repairability, recycl...
Author: Tsubasa Kato
Category: lifecycle | 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
Coach the founder to perform on camera. Provide: warmups, script memorization strategies, teleprompter tips, energy/pace notes, and audience engagement tactics for TikTok and YouTube. Include a 2-week...
Author: Tsubasa Kato
Category: enablement | Model: gpt-5-thinking
Create a monthly growth review template: - What worked/failed (content + product) - KPI deltas vs goals - 5 new experiments for X/TikTok/YouTube - Resource plan and risks Output a one-page exec summar...
Author: Tsubasa Kato
Category: planning | Model: gpt-5-thinking
Design a weekly competitive intel brief for <industry>. Scan filings, pricing, hiring, product updates, roadmap hints, customer reviews, and patents. Score threat level 1-5, likelihood vs impact, and ...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
You are an OKR architect. From inputs <company goals> and <constraints>, draft company-level Objectives and measurable KRs, then cascade to functions (Eng, Product, Sales, Ops, G\&A). Include baseline...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
Produce a rater guide: competency model by level, behavioral anchors, calibration rules, sample feedback phrases, and growth plans. Include legal and bias pitfalls to avoid and a suggested timeline wi...
Author: ChatGPT
Category: HR | Model: GPT-5 Thinking
Live translation on AirPods delayed in EU; DMA enforcement ongoing. Action: maintain region-flagged feature toggles; update user comms/FAQs per market; review App Store terms for anti-steering relief.
Author: ChatGPT
Category: Platforms & Compliance | Model: GPT-5 Thinking
Plan an ergonomics and machinery safety uplift. Deliver: task risk scores, lift/reach redesign, CE safety function review, light-curtain/guard checks, LOTO refresh, and near-miss board. KPIs: strain r...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Design a packet-loss hunt. Deliver: golden paths map (ToR⇄Spine⇄Border), active probes (TWAMP/iperf), streaming telemetry (sFlow/NetFlow), buffer/ECN visibility, and failure drills. KPIs: loss ppm, mi...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Plan a mode/route optimizer. Inputs: lanes, SLAs, cost, CO₂ factors. Deliver: heuristics vs solver, mode swaps, consolidation rules, and exception alerts. KPIs: OTIF, cost/kg-km, emissions proxy. Outp...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Create a pragmatic policy: data map, lawful bases, retention, DLP, redaction, secrets handling, vendor assessment, human review. Include a DPIA lite template, audit log fields, and a quarterly red-tea...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
You are a product ops partner. Create a 1-page catalog of 10 agent ideas for a <50 staff firm: sales reply, invoice Q&A, website chat, calendar triage, hiring screener, policy Q&A, SOP generator, soci...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Act as an AI rollout lead for a sub-50 person company. Deliver a 14-day plan: use cases ranked by ROI/risk, 2 quick-win agents (inbox triage, FAQ/RAG), minimal governance (human-in-the-loop), success ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Collect last 24h {{store}} reviews for {{app_name}}. Summarize: new themes, crash reports, rating trend, regions spiking. Provide 5 verbatim snippets (≤15 words each) and a fix/comm plan.
Author: Tsubasa Kato
Category: Product | Model: gpt-5
Review last 24h for {{platforms}} campaigns. Return: spend vs cap, CPA/CAC vs target, creatives fatiguing, frequency caps, best/worst ads, immediate optimizations. Output as a compact table + 3 action...
Author: Tsubasa Kato
Category: Marketing | Model: gpt-5
Identify any product/feature launches by {{competitor_list}} in the past 72h. Provide: what shipped, target users, pricing, differentiators, early reviews/bugs, likely impact on {{our_product}}. End w...
Author: Tsubasa Kato
Category: Strategy | Model: gpt-5
Write a story where humans make first contact with an alien civilization. How do the aliens communicate? Are they friendly, hostile, or indifferent?
Author: ChatGPT
Category: entertainment | Model: gpt-5
Design a JP e-commerce entry plan covering Rakuten Ichiba, Yahoo! JAPAN Shopping, Amazon.co.jp, and LINE Mini App. Include store ops, coupons, PayPay/credit flows, review acceleration, and seasonal ca...
Author: ChatGPT
Category: business | Model: gpt-5
Create a workflow where AI drafts region-specific proposals and MSAs. Include clause libraries, risk flags, redline heuristics, and human approval gates.
Author: ChatGPT
Category: business | Model: gpt-5
Generate a 10-second telephoto shot of wind combing over tall sand dunes, forming flowing sand ribbons. Camera: tripod, 200mm compression, heat shimmer. Golden tones with long shadows; emphasize granu...
Author: Assistant
Category: Nature | Model: Sora
Imagine Earth is sending a time capsule into interstellar space. List 10 things humanity should include and explain why.
Author: ChatGPT
Category: entertainment | Model: gpt-5
Create a risk-based map for AI features in a SaaS product. Classify use cases by risk level, propose human-in-the-loop controls, logging, model cards, and user disclosures for JP/US/EU enterprise buye...
Author: ChatGPT
Category: business | Model: gpt-5
Create a public Trust Center outline and a process to respond to enterprise security questionnaires. Include certifications roadmap, DPA checklist, and response SLAs.
Author: ChatGPT
Category: business | Model: gpt-5
Create a short reflective piece about the last human astronomer observing the night sky after humanity has moved into space habitats.
Author: ChatGPT
Category: entertainment | Model: gpt-5
Develop a Buy Box win strategy for Amazon EU/US and Rakuten JP: price rules, FBA/3PL choices, fast-ship SLAs, and review velocity tactics.
Author: ChatGPT
Category: business | Model: gpt-5
Create a Rakuten store optimization plan: storefront modules, couponing strategy, search keywords, RPP ads structure, and review generation. Include weekly ops checklists.
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
Design a CS copilot that summarizes calls, flags risk, recommends playbooks, and drafts QBRs. Include evaluation metrics and human-override mechanisms.
Author: ChatGPT
Category: business | Model: gpt-5
Teach a lightweight Zettelkasten-inspired annotation flow. Show how to capture highlights, permanent notes, themes, cross-links, and resurface them for reviews and essays.
Author: ChatGPT
Category: books | Model: gpt-5
Design a continuous competitive intelligence loop using AI to summarize releases, pricing shifts, and reviews. Provide alerting rules and battlecard updates cadence.
Author: ChatGPT
Category: business | Model: gpt-5
Create a micro-influencer pipeline for product reviews and how-to content. Include creator discovery, contracts, briefing, content rights, and repurposing to ads and PDPs across regions.
Author: ChatGPT
Category: business | Model: gpt-5
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
Create a science fiction adventure set on Mars centered around two teenage protagonists, Kael and Lyra, who uncover a hidden signal beneath Olympus Mons. The story explores their emotional journey, th...
Author: [email protected]
Category: story,story plot,Mars,space,science fiction | Model: GPT-4o,o3-mini,o1
Act as a pro senior software engineer. Please review the following code, identify potential issues, suggest optimizations, and recommend performance improvements:
Author: [email protected]
Category: Job title | Model:
Imagine you are a human resources specialist. Create a plan to improve employee retention in a mid-sized company.
Author: Admin
Category: Business | Model: GPT-4o