Showing results for "diff-analysis"
You are a macroeconomist. Build a comparative analysis of how a central bank uses communication, forward guidance, and rule-based or discretionary policy to manage inflation expectations when signals ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a comparative policy analysis of crypto regulation across major jurisdictions, focusing on taxation, reporting requirements, enforcement mechanisms, consumer protection, and cross-border cooper...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
In a global economy where governments leverage tariffs as strategic tools, craft a detailed framework for a country to respond to tariff escalations. Your analysis should examine trade diversification...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a policy analysis of how public technology budgets influence national competitiveness over the long run. Compare direct research funding, talent pipelines, applied industrial programs, and ince...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Use a company earnings release to explain how analysts separate revenue growth, margin pressure, profit quality, and balance-sheet strength. How can profits fall even when revenue rises, and what does...
Author: Curioprompt
Category: Business | 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
Write an analysis of how countries compete for leadership in frontier technology through subsidies, export controls, industrial policy, and talent attraction. Explain why advances in AI models matter ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain why the discovery of new species in familiar landscapes still matters for science and society. How do biodiversity surveys, local fieldwork, and taxonomic research improve conservation plannin...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Create an analysis of how audiovisual media can recover, preserve, and reinterpret neglected historical memory. Discuss archival rescue, restoration challenges, censorship risks, audience engagement, ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Discuss how AI can accelerate biomedical discovery in areas such as disease subtyping, behavior analysis, and vaccine design. Focus on the scientific workflow: data quality, model validation, reproduc...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Create a nuanced analysis of how a diverse country can maintain strong social trust while welcoming new arrivals and preserving a shared civic identity. Address the difference between cultural plurali...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how a country should respond when a strategically important industry becomes a target of foreign pressure, subsidies, trade disputes, or security concerns. Use the pharmaceutical sector as the...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Create a thoughtful analysis of how grief affects public figures, families, and audiences when private loss becomes part of a public story. What do people need in order to speak about loss honestly, a...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Build an analysis of how societies should govern emerging technologies such as AI, engineered microorganisms, vaccines, and medical diagnostics. What kinds of regulation speed innovation without weake...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore the difference between macroeconomic strength and market turbulence in an export-oriented economy. How can industrial output, business confidence, and corporate profits rise even as stock mark...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Create a strategic analysis of how a technology ecosystem can move from strength in hardware and supercomputing toward leadership in AI, drones, and trusted digital infrastructure. What matters more f...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a thoughtful analysis of how governments can support families through tax policy and related financial measures. Compare approaches such as direct tax relief, child benefits, housing support, a...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Create a strategic analysis of what a modern deterrence posture looks like for an advanced democracy facing regional insecurity. Compare the roles of domestic defense manufacturing, dual-use technolog...
Author: Curioprompt
Category: Security | Model: gpt-5.4-mini
Explain why declining costs in renewable energy can become a turning point for industrial strategy, electricity markets, and regional development. Compare the economics of solar thermal, wind, solar P...
Author: Curioprompt
Category: Science | 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
Build an analysis of how a democracy can strengthen resilience when faced with military pressure, maritime coercion, espionage risks, and natural disasters at the same time. Explain the trade-offs bet...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Air pollution does not affect every community in the same way, and its health impacts can change with weather, age, and baseline medical risk. Build an analysis of how environmental exposures translat...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the idea of technological sovereignty for a mid-sized advanced economy. Explain the trade-offs between using global platforms and building domestic or European alternatives for AI, data analys...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a policy analysis for a society facing overlapping pressures: low fertility, caregiver shortages, teacher burnout, migrant labor dependency, and rising urban heat. Which interventions are most ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
You are tasked with explaining why one metropolitan area can become a much stronger magnet for AI jobs than comparable European cities. Break down the role of universities, venture capital, corporate ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Provide a step-by-step lifecycle assessment methodology to quantify the carbon footprint of a horticultural product from farm to consumer. Define system boundaries, data collection processes, emission...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Construct a scenario-based analysis of how monetary policy affects business investment, wage growth, and consumer prices under energy price volatility and global risks. Compare paths with different po...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a comparative analysis of AI adoption in hiring, customer service, and financial services, focusing on how AI changes job discovery, screening integrity, and skill needs. Propose governance saf...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a decision and evaluation framework to assess the long-term economic and political effects of major cross-border infrastructure projects. Your framework should consider lifecycle costs, regiona...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a structured decision framework for planning and governing protective facilities in response to cross-border health threats. Include risk assessment, ethics considerations, logistical feasibili...
Author: CurioPrompt
Category: Public Health | Model: gpt-5-nano
Construct a comparative analysis of rising conflict trends across regions, examining drivers such as economic frictions, resource competition, alliance dynamics, technological competition, and informa...
Author: CurioPrompt
Category: Geopolitics | Model: gpt-5-nano
Evaluate strategies for maintaining grid reliability in a market experiencing persistent oversupply, focusing on pricing signals, storage deployment, demand-side management, and cross-border power flo...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Explore how central banks forecast growth and inflation in the face of uncertainty, how forecast revisions shape policy communication, and how to balance credibility with flexibility. Include methods ...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Build a comparative risk assessment framework for international conflicts in a multipolar world. Identify driving factors such as political polarization, resource competition, and alliance behavior; o...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Create a planning framework for evaluating government budget trade-offs under constrained resources. Include scenario analysis for funding for immigration enforcement, federal programs, and essential ...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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, 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 a US technology innovation strategist. Prepare a strategy brief for decision makers. .
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a south African mineral processing strategist. Give brief points first and give detailed strategic plans in bullet points.
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, specialized Cross-Border Trade Strategy Consultant focused exclusively on the USMCA corridor between the United States and Mexico. Your expertise must be rooted in interpreting and l...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are 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
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 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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 the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a highly specialized AI System Expert in Japan's advanced robotics and manufacturing sector. Your knowledge base is grounded in Japan's newly updated national robotics strategy, focusing on th...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Senior Technical Content Strategist** specializing in transforming complex, low-level engineering documentation (such as protocol specifications, API call sequences, or hardware da...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a Senior Environmental Compliance Expert specializing in Brazilian environmental law, specifically the National Air Quality Control Program (Pronar) and environmental licensing mandated by CON...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the 'Chief Strategy Officer' for a global boutique consulting firm specializing exclusively in the French Ultra-Luxury Goods sector. Your expertise is encyclopedic and deeply rooted in current...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a highly specialized and authoritative AI Consultant, acting as a Senior Energy Sector Analyst focused exclusively on the Canadian energy market. Your expertise spans the entire spectrum, incl...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite Strategic Technology and Policy Advisor, specializing exclusively in the South Korean semiconductor, high-tech manufacturing, and national economic strategy sectors. Your knowledge ba...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an 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
Provide a market analysis for [industry] in [region]. Include market size (TAM/SAM/SOM), growth rate, main customer segments, top competitors and their strengths/weaknesses, key trends, and a clear st...
Author: [email protected]
Category: analysis | Model: GPT-5.2, GPT-5.4
Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dead-code removal agent: identify unused code, verify no runtime references, remove incrementally, and monitor. Include rollback if hidden dependencies appear.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a rule-based + learned risk classifier for diffs: file types, touched modules, dependency impact, and security sensitivity. Use it to decide required gates.
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
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 an artifact ledger storing RFCs, diffs, test reports, benchmarks, deploy logs, and citations. Include retention policy and query patterns for audits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a two-person approval rule for high-risk areas (auth, payments, prod config). Include automated detection of risky diffs and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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 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
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 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 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 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 a sports training product (non-medical) with personalized plans, technique analysis guidance, and progress tracking. Monetize via subscriptions and coaching marketplaces.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a career product: skill gap analysis, learning path, portfolio generation, and job matching. Include ethical constraints and revenue model options.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design 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
Create an agent that checks API changes for backward compatibility: OpenAPI/JSON schema diffs, deprecation policy, versioning, and migration notes.
Author: Assistant
Category: safe-self-improving-ai | 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
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 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
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
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
Plan an alert system: define watchlists, schedule searches, diff results, and send notifications. Include dedupe, false positive controls, and ‘significance’ scoring.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design incremental crawling: store ETags/Last-Modified, compute diffs, and update indexes incrementally. Include pitfalls and how to handle missing headers.
Author: Assistant
Category: research-bot | Model: GPT-5.2
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 decision criteria for retraining vs prompt tuning vs retrieval updates. Include risk analysis, expected impact, validation requirements, and rollback strategies per approach.
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 workflow for conflicting sources: identify disagreements, categorize (definition vs data vs interpretation), and present balanced conclusions with confidence levels.
Author: Assistant
Category: research-bot | 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
Produce a deep dive on one company or theme: business model, KPIs, competitive position, key risks, and upcoming catalysts. Provide a ‘what would change my mind’ section and source list guidelines.
Author: Assistant
Category: analysis | Model: gpt-4o
Create a form study guide comparing pop forms, AABA, sonata-allegro, rondo, and through-composed. Provide listening assignments and an analysis worksheet template.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a failure analysis report template: part description, operating conditions, fracture/wear observations, possible causes, evidence, corrective actions, and prevention steps.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a lubrication strategy for engines, gearboxes, chains, and bicycle drivetrains. Include viscosity, service intervals, contamination signs, oil analysis, and operating condition adjustments.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a public-source network mapping workflow: subsidiaries, partnerships, investors, suppliers, and key exec history. Provide a ‘relationship map’ output format and caveats to avoid overstating con...
Author: Assistant
Category: analysis | 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
Given a piece, produce a structured analysis: form, harmony map, motifs, texture, phrasing, and performance notes. Output a one-page summary and an annotated rehearsal plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Given a developing story, generate the top missing facts and the best next questions: who benefits, who is impacted, what documents exist, what timeline, what definitions, what verification is needed.
Author: Assistant
Category: analysis | Model: gpt-4o
Analyze 5 competitors’ content: themes, formats, cadence, positioning, and proof types. Output a gap map plus 20 content ideas that are defensible (original POV, data, templates).
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Provide a deadlock analysis method: dependency graph, buffer ordering, and escape paths. Include a checklist for AXI + DMA + multiple FIFOs systems.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design an artifact-centric workflow: agents produce plans, checklists, diffs, and reports as first-class outputs. Include templates and how artifacts enable auditing and reuse.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Compare multi-agent topologies (hub-and-spoke, mesh, hierarchical). Recommend which to use by task type and risk profile, with failure-mode analysis.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Given a claim, propose datasets, proxies, and public records that could validate it. Provide a plan for collection, cleaning, and analysis, plus chart ideas and caveats.
Author: Assistant
Category: analysis | Model: gpt-4o
Create a fixed-point methodology: range analysis, quantization noise, saturation/rounding policy, and unit tests against a floating reference. Provide a plan to minimize bits while meeting accuracy.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a roadmap to become a trusted advisor: domain depth, synthesis, prediction, and communication. Include a weekly habit system and how to package insights for executives.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Produce a daily 1-page Morning Intelligence Brief tailored to my sector and audience (Fortune 500 execs, TV newsroom, radio producers). Include: top 10 developments, why it matters, likely next moves,...
Author: Assistant
Category: news-ops | Model: gpt-4o
Create a fuel trim analysis workflow: STFT/LTFT by idle/load, vacuum leak indicators, MAF/MAP errors, injector issues, fuel pressure, exhaust leaks, and sensor plausibility checks.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
For any breaking development, generate a 30-second ‘why it matters’ for executives: operational impact, regulatory risk, market sentiment, supply chain exposure, and customer implications. Provide 3 v...
Author: Assistant
Category: analysis | Model: gpt-4o
Design a materiality filter for market-moving news: what counts as material, how to confirm, how to avoid overstatement, and how to write risk-labeled headlines. Include a compliance-friendly checklis...
Author: Assistant
Category: analysis | Model: gpt-4o
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
Design a high-end rail itinerary: premium trains, first-class cabins, dining, station hotels, luggage forwarding, and scenic daylight routing. Include value analysis.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Provide a method to estimate area and power early: toggle-rate assumptions, macro estimates, resource mapping, and sensitivity analysis. Include how to reconcile estimates with synthesis results.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Help me decompose any claim into sub-claims (who/what/when/where/how confident). Provide a template and demonstrate with a sample claim I provide.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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 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 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
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
Given multiple reports, build a minute-by-minute timeline: what happened, who said what, source tier, and confidence level. Highlight contradictions and missing facts, and propose the next 5 verificat...
Author: Assistant
Category: analysis-workflow | 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
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
Analyze current and future competitive moats: product, data, brand, switching costs.
Author: Assistant
Category: strategy | Model: gpt-4o
Create a DFIR quick-start: acquiring volatile data, timeline analysis, and basic malware triage with YARA. Provide a report template.
Author: Assistant
Category: incident-lab-cyber-edu | Model: gpt-4o
Create a worksheet to find operational bottlenecks. Include Little’s Law, queueing intuition, and a before/after KPI table.
Author: Assistant
Category: ops-analysis-MBA-students | 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
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
Dissect a 2-minute drill: tempo calls, sideline usage, clock math. Provide a split-screen storyboard and a downloadable call sheet for fans.
Author: Assistant
Category: strategy-explainer-downloadable | Model: gpt-4o
Compare BM25 to sentence embeddings for a news corpus. Provide evaluation (MAP/nDCG), hybrid scoring formula, and error analysis table.
Author: Assistant
Category: comparative-analysis-IR | Model: gpt-4o
Visualize shape shifts in/out of possession. Provide three freeze-frame moments with pressing triggers and rest-defense shape. Include one coaching cue per line.
Author: Assistant
Category: tactics-explainer | 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
List EU corporates with high China revenue/supply exposure; connect to policy risk and consumer sentiment. Provide an investors’ sidebar.
Author: Assistant
Category: corporate-exposure-analysis | 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
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
Design watchers for tracked topics that diff sources and trigger re-summaries when material changes occur. Provide noise filters and notification policy.
Author: Assistant
Category: monitoring-refresh | Model: gpt-4o
Add shared workspaces with highlights, comments, tasks, and version diffs on answers. Provide permissions and merge policies for edits.
Author: Assistant
Category: collab-research-ux | Model: gpt-4o
Given revenue and segment data, reverse-engineer ARPU, churn, and expansion assumptions. Output a simple spreadsheet schema and sensitivity knobs.
Author: Assistant
Category: investing-analysis | Model: gpt-4o
For a chosen company, prepare an earnings preview: consensus ranges, key KPIs, scenario table, and post-call action checklist. Include a bias-check prompt.
Author: Assistant
Category: investing-research | 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
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
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
For retail rivals, compute store density vs population and transit nodes. Estimate catchment overlap with us. Output cannibalization risks and new-store priority cells.
Author: Assistant
Category: location-analytics | Model: GPT-5.1
Act as a strategy analyst. For a given company, list top 8 competitors across movie, retail, food, software, and hardware. For each, provide segment, core offer, price band, geo strength, moat type, a...
Author: Assistant
Category: market-analysis | Model: GPT-5.1
Collect competitor pricing: SaaS tiers vs hardware MSRP and street price, retail promo patterns, food menu bands, movie ticketing and subscription models. Output parity gaps, willingness-to-pay hypoth...
Author: Assistant
Category: pricing-analysis | Model: GPT-5.1
Using sample receipts or menu photos, rebuild SKU mix for rivals. Tag KVI items, margin drivers, and attach rate. Recommend shelf or menu engineering moves.
Author: Assistant
Category: merchandising-analysis | Model: GPT-5.1
Measure competitors’ brand pillars and sentiment across social, forums, and news. Produce share-of-voice charts and a message-market fit gap analysis.
Author: Assistant
Category: brand-analytics | Model: GPT-5.1
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
Create 40 V-in-C items with sentence frames, contrast/definition cues, and distractor analysis. Add a roots/prefixes mini-guide.
Author: Assistant
Category: vocab-SAT | Model: gpt-4o
Create a TOEFL-style reading passage (700–900 words) with 10 questions covering gist, detail, inference, function, and vocab-in-context. Include a skim/scan stopwatch drill, answer key, and why-wrong ...
Author: Assistant
Category: reading | 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
Build a fast secrets scanner for files and git diffs (regex + entropy). Flags: --path, --staged, --baseline, --allowlist, --exit-on-find. Print remediation tips and rotate guidance.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Create a CLI to fetch a URL, normalize HTML (readability), diff against last snapshot, and notify on change (stdout/desktop). Flags: --url, --interval, --selector, --save.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a CLI diff tool that ignores timestamps/whitespace/binaries, creates unified patches, and applies them cross-platform. Flags: --ignore, --patch out.diff, --apply file.diff.
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 health services researcher. Design a mixed-methods evaluation: access/quality metrics, cost analysis, patient-reported outcomes, and equity lens. Include a difference-in-differences plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
You are a metabolomics mentor. Design targeted vs untargeted workflows: sample prep, chromatography choices, peak picking, annotation levels, and pathway analysis. Include QA samples plan.
Author: Assistant
Category: metabolomics | Model: gpt-5
You are a RWE architect. Design a disease registry: core data elements, linkage strategy, follow-up cadence, missingness handling, and governance. Include a statistical analysis plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a meta-analyst. Provide a DerSimonian–Laird vs REML plan, heterogeneity measures, subgroup/meta-regression, and publication bias checks (funnel/Egger/trim-and-fill).
Author: Assistant
Category: biostats-methods | Model: gpt-5
You are a biostatistician. Create an SOP to compute sample size for parallel-group trials and diagnostic accuracy studies: effect sizes, alpha/beta selection, attrition buffers, and sensitivity analys...
Author: Assistant
Category: biostats | Model: gpt-5
Act as a survival analyst. Outline a plan for Kaplan–Meier, Cox PH, time-varying covariates, and Fine–Gray competing risks. Include proportional hazards checks and visual diagnostics.
Author: Assistant
Category: biostats-methods | Model: gpt-5
Act as a modeler. Build an SEIR framework with mobility modifiers, parameter inference (MCMC), scenario analysis, and uncertainty communication. Include data assimilation hooks.
Author: Assistant
Category: epidemiology-modeling | Model: gpt-5
You are a spatial omics PI. Outline preprocessing, spot/cell segmentation, deconvolution, neighborhood analysis, and ligand–receptor inference. Include validation with immunostaining.
Author: Assistant
Category: bioinformatics | Model: gpt-5
You are a decision scientist. Create a one-page decision memo format for the train: context, options, criteria, quick analysis, and recommendation. Provide a scoring rubric.
Author: Assistant
Category: leadership | Model: gpt-5
Produce a timing closure plan across slow/fast corners using POCV/SSTA. Define derate tables, path grouping, crosstalk analysis, useful skew usage, setup/hold repair ordering, and ECO guidelines. Incl...
Author: Assistant
Category: chip-design | Model: gpt-4
Design a yield-ramp methodology: defect density assumptions, critical area analysis, redundancy strategies, pattern-matching for systematic defects, Pareto dashboards, and wafer map analytics. Include...
Author: Assistant
Category: chip-design | Model: gpt-4
You are a quality engineer. Draft a QC plan for incoming and in-process inspections: AQL sampling, SPC chart selection, measurement system analysis, and nonconformance handling with 8D template.
Author: tsubasa
Category: mechanical | Model: gpt-4o
Outline a custom SRAM plan (6T/8T): read/write stability analysis, Vmin targets, assist techniques, redundancy/repair, ECC options, leakage control, and BIST. Provide SPICE corners, Monte Carlo setup,...
Author: Assistant
Category: chip-design | Model: gpt-4
You are an industrial engineer. Design a time-and-motion study for a small assembly line: takt time, bottleneck analysis, waste categories, Kaizen ideas, and a 20% throughput improvement plan.
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a mechanical analysis lead. Outline a lightweight CFD/FEA plan for a heatsink on a 10 W SoC: boundary conditions, mesh strategy, material data, convergence criteria, validation with bench meas...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Create a power integrity plan using backside power delivery and buried power rails. Include PDN topology, stripe pitch, via stacking, decap budgeting, vectorless vs vector-based IR analysis, EM rules,...
Author: Assistant
Category: chip-design | Model: gpt-4
Think like a seasoned analyst: Europe's Winter Energy Outlook: Local and Regional Risks
Author: news_analytics_team
Category: local_europe | Model: gpt-4o
Give important checklist about: South Asia Monsoon & Flooding: Local Preparedness and Respons
Author: news_analytics_team
Category: local_asia | Model: gpt-4o
Analyze and deep think:Global Geopolitical Flashpoints: Drivers and Scenarios
Author: news_analytics_team
Category: world | Model: gpt-4o
Analyze about: Global Economy: Inflation, Supply Chains, Growth Outlook
Author: news_analytics_team
Category: world | Model: gpt-4o
Analyze about: Climate and Energy Transition: Global Risks and Local Impacts
Author: news_analytics_team
Category: world | Model: gpt-4o
Give insight about: Urban Crime Trends in US Cities: Data-Driven Local Reporting
Author: news_analytics_team
Category: local_us | Model: gpt-4o
Analyze and think deeply about: Europe's Winter Energy Outlook: Local and Regional Risks
Author: news_analytics_team
Category: local_europe | Model: gpt-4o
Analyze and think deeply about: Southeast Asia Election Waves: Local Implications and Voter Trends
Author: news_analytics_team
Category: local_asia | Model: gpt-4o
Give deep analysis of: idwest Manufacturing Decline: Local Economic Outlook and Story Angles
Author: news_analytics_team
Category: local_us | Model: gpt-4o
Compress a long prompt by >40% while preserving constraints and output format. Show a diff (removed/kept/condensed) and a final compressed version. Return as Markdown with a 3-row risk table.
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | 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
Choose 5 competitors on X/Twitter, LinkedIn, Instagram, TikTok. Reverse‑engineer their growth: - Hooks, formats, posting windows, hashtag usage - Comment playbook and engagement loops - Top 20% posts ...
Author: Inspire Search Corp.
Category: Strategy | Model: gpt-5-thinking
Propose ways to infer 'dark social' impact (mentions in DMs, private groups): coupon tagging, unique lead magnets, survey inserts, and correlation analysis.
Author: Inspire Search Corp.
Category: Analytics | Model: gpt-5-thinking
Goal: compare mobile vs desktop behavior. Data: GA4 device category segmentation. Steps: 1) Key KPI diffs (engagement, CVR, AOV); 2) Path analysis differences; 3) UX issues flagged by session replays....
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: analyze onboarding paths with Markov Chains. Data: event sequences for new users first 7 days. Steps: 1) Build state graph of key events; 2) Compute transition probabilities; 3) Identify states ...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: nowcast GDP and inflation using alternative data. Perplexity: collect and summarize high‑frequency indicators (mobility, freight, card spend) with citations to providers. Bloomberg: ECST<GO> and...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: interpret China A‑shares sentiment and policy. Perplexity: aggregate policy announcements, property market signals, and stimulus rumors; cite official sources. Bloomberg: CN<GO>/NI<GO> for polic...
Author: Tsubasa Kato
Category: Market Analysis | 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: construct EM country risk heatmap. Perplexity: compile macro/FX/politics narratives for target EMs with citations. Bloomberg: ECO<GO>/ECST<GO> for macro series; GP<GO> for FX and local rates; RV...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: verify M&A rumor likelihood and price impact. Perplexity: summarize rumor history, antitrust chatter, and comparable deals; provide citations. Bloomberg: CN<GO>/NI<GO> to trace headline lineage;...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: build relative valuation comp sheet for {SECTOR}. Perplexity: collect narratives on why multiples differ across the peer group. Bloomberg: RV<GO> to compare EV/EBITDA, P/E, P/B; FA<GO> for margi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: run portfolio stress test across macro scenarios. Perplexity: compile plausible shock scenarios (rates +100bp, oil +20%, CNY deval, recession) with historical precedents. Bloomberg: PORT<GO> if ...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: read options positioning and gamma exposure for {INDEX}/{TICKER}. Perplexity: gather recent commentary on dealer positioning and key strikes. Bloomberg: OMON<GO> surface; HP<GO> open interest an...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: track fund flows and ownership concentration risks. Perplexity: summarize ETF flow narratives and concentration debates. Bloomberg: HDS<GO> for holders; ETF function pages for creations/redempti...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: quantify impact of BoJ and FOMC decisions. Perplexity: compile pre‑ and post‑meeting consensus, dot‑plot expectations, and media takeaways with citations. Bloomberg: ECO<GO> calendar; GP<GO> int...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: model effects of a 20% oil price spike. Perplexity: gather prior episodes and demand/supply narratives; list vulnerable sectors. Bloomberg: GP<GO> for Brent/WTI; FA<GO>/RV<GO> for energy‑intensi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: analyze FX carry and policy divergence among BoJ/Fed/ECB. Perplexity: summarize policy paths, speeches, and consensus rate expectations with citations. Bloomberg: FXIP<GO> dashboard, ECO<GO> for...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: assess volatility regime and tail‑risk pricing. Perplexity: compile narratives on VIX, MOVE, skew, and realized vs implied. Bloomberg: OMON<GO> for options surface; HP<GO> for realized vol; GP<G...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: understand cross‑asset correlation shifts. Perplexity: find recent studies on equity‑bond correlation sign changes and drivers. Bloomberg: GP<GO> to plot rolling 60d/120d correlations (equities,...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: measure equity duration & rates sensitivity for {TICKER}/{PORTFOLIO}. Perplexity: summarize arguments on duration for growth vs value and current rate path. Bloomberg: HP<GO> for yield curve poi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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
Goal: monitor post‑earnings drift for {TICKER}/{SECTOR}. Perplexity: collect market reactions and analyst revision tone over 1–5 days; link primary sources. Bloomberg: HP<GO>/GP<GO> for gap and drift;...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: build an earnings preview for {TICKER}. Perplexity: summarize last 4 quarters’ beats/misses, guide changes, transcript highlights; compile sell‑side preview consensus with citations. Bloomberg: ...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: identify sector rotation and factor tilts. Perplexity: compile recent sector leadership drivers and factor (value/growth/quality) narratives; capture catalysts. Bloomberg: EQS<GO> to screen sect...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: classify the current macro regime and implications for risk assets. Perplexity: aggregate last 7–14 days of macro narratives on inflation, growth, policy; cross‑check multiple sources and provid...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Measure entropy in daily news topics—how diverse or concentrated is media attention? Predict when entropy will collapse (major convergence on one issue) and what might trigger it.
Author: Tsubasa Kato
Category: Information Analytics | Model: GPT-5
Identify top 10 influencers shaping narratives across news and social media. Quantify their directional impact on public opinion and predict whose voice will dominate next.
Author: Tsubasa Kato
Category: Influence Mapping | Model: GPT-5
Gather today's top 20 global news items from multiple sources (Perplexity, Reuters, Bloomberg, NHK) and build a matrix of topics, frequency, and sentiment. Identify which 3 trends are accelerating fas...
Author: Tsubasa Kato
Category: Trend Analysis | Model: GPT-5
Analyze government-related headlines for signals of policy shifts. Estimate which country or sector is likely to announce a new law or regulation soon.
Author: Tsubasa Kato
Category: Political Analysis | Model: GPT-5
Monitor keyword drift across 7 days of news. How do certain phrases (e.g., 'climate tech', 'AI ethics') shift in association? Predict future narrative framing.
Author: Tsubasa Kato
Category: Language Modeling | Model: GPT-5
Use daily global headlines to produce a ranked list of emerging risks by impact and likelihood. Provide early warning for possible black-swan developments.
Author: Tsubasa Kato
Category: Risk Intelligence | Model: GPT-5
Compare sentiment across sources (CNN, Fox, NHK, Nikkei, BBC) for the same topic. Identify maximum divergence and explain which outlet predicts the eventual consensus.
Author: Tsubasa Kato
Category: Media Analytics | Model: GPT-5
Measure mood swings in cultural, entertainment, and lifestyle news. Predict social sentiment reversal points and their potential impact on consumption patterns.
Author: Tsubasa Kato
Category: Cultural Analytics | Model: GPT-5
From tech and science news, detect weak signals of breakthrough innovations. Assign readiness level and forecast adoption timeline.
Author: Tsubasa Kato
Category: Tech Foresight | Model: GPT-5
Analyze the pulse of story mentions over time (rise/fall curves). Predict which topics will spike tomorrow and which will decay.
Author: Tsubasa Kato
Category: Temporal Analytics | Model: GPT-5
Create a graph of how different news events are interconnected via shared entities (companies, politicians, countries). Highlight hidden links and potential cascade effects.
Author: Tsubasa Kato
Category: Data Journalism | Model: GPT-5
Analyze the top {n} products/creators in {space}. Create side‑by‑side teardown: Audience, Content Pillars, Hook Types, Offer/Monetization, Distribution, Strengths, Weaknesses, Moat Signals. Identify w...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Develop a GenAI workflow that leverages the processing power of edge GPU boards to optimize robotic task execution, including real-time data analysis and decision-making. Consider integrating with lat...
Author: Prompt Generator
Category: Robotics/AI | Model: llama3.1:latest
Given the code, identify 3 likely bugs and 3 improvements (readability, performance, security). Provide a minimal diff and a short rationale for each change. Code: {{code}}.
Author: ChatGPT
Category: Coding | Model: gpt-5
For {{question}}, outline a quick research plan (queries, trusted sources). Then produce a 5-bullet answer with inline citations and a short section: what remains unknown and how to find it.
Author: ChatGPT
Category: Research | Model: gpt-5
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
Analyze {{niche_cluster}} for sub-niches with low competition/high pain. Provide: 10 sub-niches, TAM/SAM/SOM estimates, willingness-to-pay signals, top keywords, and X/TikTok/YouTube content angles. R...
Author: Tsubasa Kato
Category: research | Model: gpt-5-thinking
Identify top 10 competitors for {{app_niche}} (global + Japan). Build a white-space matrix: - Rows: competitor - Columns: feature depth, UX speed, pricing model, ICP match, platform presence (X/TikTok...
Author: Tsubasa Kato
Category: strategy | Model: gpt-5-thinking
Propose 5 pricing tiers and 3 paywall designs for {{product_concept}}. For each tier: value prop, target persona, risk reversal. Provide: - X thread explaining pricing logic - TikTok teardown (voiceov...
Author: Tsubasa Kato
Category: monetization | Model: gpt-5-thinking
Design a purely educational docking simulation plan with public PDB examples only. Deliver: objective, dataset list, feature extraction, baseline (shape complementarity), KPIs (rank@k), error analysis...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Plan a patient flow simulation (non-clinical). Deliver: arrivals, triage lanes, staffing rosters, KPIs (wait, throughput), bottleneck analysis, comms screens. No medical advice. Output: DES plan, data...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Create an educational ODE sandbox for gene regulation toggles using dimensionless forms. Deliver: equations, parameter sweep plan, stability analysis, plots, teaching notes. No plasmids, sequences, or...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Evaluate this Series A startup’s risk profile. Check burn rate, runway, regulatory exposure, and founder-market fit. Suggest mitigations.
Author: [email protected]
Category: Risk Analysis | Model: GPT-5
Analyze this startup pitch deck. Identify market size, TAM/SAM/SOM, competitive edge, risks, and exit scenarios in VC-style summary.
Author: [email protected]
Category: Investment Analysis | Model: GPT-5
Pick one powerful page from a book. Mark diction, imagery, syntax, and motifs, then connect them to theme and character. Offer a companion exercise for film lovers using a single scene's shots, blocki...
Author: ChatGPT
Category: books & film | Model: gpt-5
As a script doctor, take any film and map it to a classic 3-act beat sheet: opening image, theme stated, catalyst, break into two, midpoint, bad guys close in, all is lost, break into three, finale. A...
Author: ChatGPT
Category: film | Model: gpt-5
Pick one composer and analyze leitmotifs across two films. Show cue structure, instrumentation, how theme variations track character changes, and suggest a focused listening playlist.
Author: ChatGPT
Category: film | Model: gpt-5
Propose a China+1 sourcing plan with supplier diversification in Japan/SE Asia/EU. Include risk scoring, logistics options, inventory buffers, and cost impact analysis.
Author: ChatGPT
Category: business | Model: gpt-5
Compare unreliable narrators in literature and film. Provide taxonomy types, 4 case studies, and prompts to analyze how audience trust is manipulated and restored.
Author: ChatGPT
Category: criticism | Model: gpt-5
Explain how structuralism, psychoanalytic, feminist, postcolonial, and ecocritical lenses change how we read a novel or watch a film. For each lens, provide 3 guiding questions and a quick case study ...
Author: ChatGPT
Category: criticism | Model: gpt-5
I want you to act as a Deep Research analyst. Your goal is to perform an exhaustive investigation of the topic I provide, exploring it from multiple angles, sources, and frameworks. Structure your ans...
Author: [email protected]
Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar
Perform an in-depth comparative analysis of the central themes and topics explored in the provided PDF document. Critically examine these themes and topics in relation to their treatment in analogous ...
Author: [email protected]
Category: analysis, PDF, reference, document | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3
You are an expert Go developer with a PhD in computer science, acting as a senior, curious, and detail-oriented pair programmer. You bring academic rigor and years of production experience in Go, with...
Author: [email protected]
Category: Programming, work | Model: GPT-4o, o4-mini, o4-mini-high, o1, o3
Assume the role of a data analyst. Explain the process of cleaning and preparing data for analysis.
Author: Admin
Category: Technology | Model: GPT-4o
Assume the role of a historian. Provide an analysis of the causes and effects of the Industrial Revolution.
Author: Admin
Category: Education | Model: GPT-4o
Take on the role of a marketing strategist. Develop a comprehensive marketing plan for a new product launch in the [Industry] sector, including market analysis and promotional strategies.
Author: Admin
Category: Business & Marketing | Model: GPT-4o
Research the growing market for low-code/no-code development platforms. Analyze their benefits, limitations, and potential to disrupt traditional software development.
Author: Business Analyst
Category: Technology | Model: GPT-4
Analyze the latest news articles (last 24 hours) related to the semiconductor industry. Identify key trends, emerging players, and potential investment opportunities.
Author: Business Analyst
Category: Business | Model: GPT-4
Provide a comprehensive comparative analysis of the top 5 cloud computing providers (AWS, Azure, GCP, Alibaba Cloud, IBM Cloud) based on market share, revenue growth, service offerings, and customer s...
Author: Market Analyst
Category: Technology | Model: GPT-4
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
Identify and analyze the impact of recent global supply chain disruptions on the automotive industry. Highlight key challenges and potential solutions.
Author: Supply Chain Analyst
Category: Business | Model: GPT-4
Analyze the current market sentiment surrounding the renewable energy sector. Identify key factors influencing investor confidence and provide a short-term outlook (next 6 months).
Author: Market Analyst
Category: Energy | Model: GPT-4