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Showing results for "build-systems"

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Life-cycle carbon footprints

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...

Tags: carbon-footprint, life-cycle, supply-chain

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Coalition Dynamics in Parliament

In a parliamentary system with multiple parties, analyze how changes in party strength—such as splits, realignments, or formation of coalitions—alter legislative arithmetic, policy bargaining, and gov...

Tags: topical, democracy, coalition, parliament, policy

Author: Curioprompt

Category: Politics | Model: gpt-5-nano

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Closing the Skills Gap

Propose a multi-stakeholder strategy—education providers, industry partners, and government—that targets high-demand sectors, builds apprenticeships, and measures impact on employability and productiv...

Tags: labor, education, skills-gap, workforce-development

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Xenophobia and Social Cohesion

Develop a diagnostic framework and intervention plan to strengthen social cohesion in diverse societies, focusing on trust-building, inclusive immigration policies, youth engagement, and community-led...

Tags: society, migration, xenophobia, policy

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Building a Tech Ecosystem

Develop a strategic blueprint for nurturing a domestic technology ecosystem that supports startups, scales innovations, and attracts global capital, while balancing regulatory frameworks, talent devel...

Tags: technology, policy, investment, ecosystem, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Autonomous Naval Systems

Assess the potential and limits of autonomous maritime systems in defense, including command-and-control architectures, mission planning and logistics, countermeasure strategies, and socio-ethical/reg...

Tags: lowercase, topical, tags

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI in Healthcare Governance

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...

Tags: ai, healthcare, regulation, ethics, policy, topical

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Judicial Capacity and Legitimacy

Create a framework for assessing judicial system performance that includes backlog management, transparency, case outcomes, and public perception metrics. Compare different policy instruments (resourc...

Tags: judiciary, law, public-trust, policy

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Race to Market Humanoid Robots

Compare the technical, regulatory, and commercial obstacles to deploying humanoid robotic systems across industries. Propose go-to-market strategies, partnerships, and safety and ethics governance tha...

Tags: robotics, ai, business-models, regulation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Cloud AI Price Dynamics

Analyze how advances in AI model efficiency, compute costs, and competition among cloud providers influence pricing, feature bundling, and service strategies. Build a framework to evaluate when price ...

Tags: cloud, ai, pricing, competition

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Domestic AI Data Ecosystems

Examine how data availability, privacy controls, synthetic data, and governance choices shape the reliability and growth of AI systems at scale. Compare strategies for developing domestically sourced ...

Tags: ai, data, privacy, governance

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Health System Resilience

Create a blueprint for resilient, specialized health units within a national health system. Include governance, staffing, supply chains, surge capacity, integration of research with patient care, and ...

Tags: canada, healthcare, resilience, public-health, policy

Author: Curioprompt

Category: Health | Model: gpt-5-nano

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AI Governance in Business

Investigate how different governance and legal frameworks influence the development and deployment of AI-enabled enterprises, including automated operations, liability, ethics, and labor displacement....

Tags: ai, governance, ethics, regulation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Youth Dissent in Democracy

Analyze how organized youth-led protests influence democratic governance, policy responsiveness, media narratives, and political coalition-building in multiparty systems. Compare mechanisms for transl...

Tags: topical, politics, democracy, youth

Author: CurioPrompt

Category: Politics | Model: gpt-5-nano

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AI Leadership and Risks

Assess how a country can craft a comprehensive AI strategy to avoid being left behind in the global AI landscape while fostering domestic innovation, workforce transition, and ethical governance. Comp...

Tags: ai, policy, innovation, ethics, workforce

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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Japan Robotics Manufacturing Strategist

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...

Tags: dynamic, japan, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Germany Automotive Engineering Strategist

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...

Tags: dynamic, germany, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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China Manufacturing Optimization Strategist

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)...

Tags: dynamic, china, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Mexico Cross-Border Trade Strategist

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...

Tags: dynamic, mexico, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Australia Mining Technology Strategist

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...

Tags: dynamic, australia, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Indonesia Maritime Logistics Strategist

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...

Tags: dynamic, indonesia, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Russia Energy Infrastructure Strategist

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...

Tags: dynamic, russia, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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India Software Development Strategist

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...

Tags: dynamic, india, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Brazil Environmental Monitoring Strategist

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...

Tags: dynamic, brazil, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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RAG for Research Labs

Blueprint a RAG system for a lab wiki and PDFs: chunking policy, hybrid retrieval, and citation-anchored answers. Add privacy filters.

Tags: IR, RAG, academia, pdf, privacy, blueprint

Author: Assistant

Category: applied-IR-LLM-academia | Model: gpt-4o

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Retrieval Eval Harness

Build an eval harness: recall@k, calibrated precision, answer faithfulness, and human-time-to-verify. Include topic-aware test buckets and data drift alarms.

Tags: LLM, retrieval, eval, faithfulness, drift, metrics

Author: Assistant

Category: evaluation-frameworks-LLM | Model: gpt-4o

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EU Agritech & Food Tech

Spotlight European agritech pilots and Asia partners; cover regulation, financing, and yield impacts. Provide startup profiles and field-test notes.

Tags: EU, agritech, food-tech, regulation, finance, Asia

Author: Assistant

Category: innovation-food-systems-EU-Asia | Model: gpt-4o

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KV Offload & Memory Tiers

Engineer a KV-cache offload strategy spanning HBM→HBM2e→CPU RAM→NVMe. Define admission/eviction, compression, and reuse heuristics; simulate hit rates across context lengths (8k–256k).

Tags: LLM, KV-cache, offload, NVMe, memory, context-length

Author: Assistant

Category: systems-architecture-LLM | Model: gpt-4o

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MoE Routing & Load Balancing

Design an expert-parallel MoE serving topology: gate calibration, capacity factor, expert sharding, and interconnect constraints (NVLink/IB). Provide hot-spot diagnostics and expert-drop policies for ...

Tags: LLM, MoE, experts, routing, capacity, NVLink, InfiniBand

Author: Assistant

Category: distributed-systems-LLM | Model: gpt-4o

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Feature Package Blueprint

Design a feature package with opener, department pages, sidebars, and pull quotes. Provide pacing, white space ratios, and print-to-web adaptation notes.

Tags: magazine, feature, package, layout, pacing, web

Author: Assistant

Category: feature-design-system | Model: gpt-4o

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Grid System & Baseline Rhythm

Design a modular grid and baseline grid for print and tablet. Specify columns, gutters, baseline rhythm, and scale pairs. Provide templates for feature, department, and front-of-book pages.

Tags: magazine, layout, grid, typography, templates

Author: Assistant

Category: layout-system-design | Model: gpt-4o

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Internationalization Roll-Out

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.

Tags: i18n, l10n, testing, Cursor, Antigravity, ChatGPT

Author: Assistant

Category: globalization-engineering | Model: gpt-4o

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Hardware Program: EVT/DVT/PVT

Define an end-to-end hardware development plan from EVT→DVT→PVT with sample exit criteria, golden samples, and pilot builds. Note lab vs factory responsibilities in Taiwan and US field tests.

Tags: hardware, EVT, DVT, PVT, manufacturing, program

Author: Assistant

Category: hardware-programs | Model: gpt-4o

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B2B ABM Starter Kit (Taiwan & USA)

Build an account-based marketing playbook for mid-market/enterprise: account selection, regional buying committees, bilingual outreach templates (English + notes for zh-TW), SDR→AE handoff, and 6-emai...

Tags: marketing, ABM, B2B, sales, playbook, Taiwan, USA

Author: Assistant

Category: sales-enablement | Model: gpt-4o

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PSAT/NMSQT Baseline & Path

Build a 6-week PSAT plan from a 30-minute diagnostic. Include module goals, daily micro-sets, and checkpoint quizzes. Add NMSQT awareness notes.

Tags: PSAT, plan, diagnostic, schedule, NMSQT

Author: Assistant

Category: exam-prep-PSAT | Model: gpt-4o

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Osaka 2-Day Street Food & Sights

Act as a foodie planner. Craft two days: Dotonbori night lights, Kuromon Market breakfast, Osaka Castle, Umeda Sky Building, and Shinsekai skewers. Include must-try dishes and queues strategy.

Tags: Osaka, itinerary, food, Dotonbori, castle

Author: Assistant

Category: itinerary-food | Model: gpt-4o

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Secrets & API Key Scanner

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.

Tags: cli, security, secrets, scan, git, devsecops

Author: Assistant

Category: cli-tool | Model: gpt-4o

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Docker Quick Tasker

Build a CLI to dockerize a folder with sane defaults: generates Dockerfile/Compose, builds, runs, tails logs, and cleans. Flags: --init, --build, --run, --logs, --down. Language presets (Python/Node/G...

Tags: cli, docker, containers, devops, compose, windows, linux, macos

Author: Assistant

Category: cli-tool | Model: gpt-4o

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.env Secrets Linter

Build a CLI to lint .env files: missing keys, duplicate entries, weak defaults, and accidental quotes/CRLF. Flags: --schema .env.example, --fix, --export powershell|bash. CI-friendly exit codes.

Tags: cli, env, secrets, lint, ci, cross-platform

Author: Assistant

Category: cli-tool | Model: gpt-4o

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Antibiotic Stewardship Starter

You are an ID steward. Build empiric→targeted pathways for 8 common syndromes (CAP, UTI, cellulitis, IAI, HAP/VAP, meningitis, sepsis-unknown, osteo). Include local antibiogram placeholders, IV→PO swi...

Tags: antibiotics, stewardship, ID, protocols, antibiogram

Author: Assistant

Category: infectious-diseases | Model: gpt-5

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ECG Fundamentals & Pitfalls

You are a cardiology tutor. Build an ECG reading ladder (rate/rhythm/axis/intervals/ischemia), STEMI equivalents, dangerous rhythms, and documentation phrases. Add 10 mini-cases.

Tags: ECG, cardiology, arrhythmia, STEMI, education

Author: Assistant

Category: cardiology-education | Model: gpt-5

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Pediatric Fever by Age

You are a peds hospitalist. Build age-based workups (neonate/infant/toddler/older), red flags, urine rules, LP thresholds, and parental counseling sheets. Include dosing reminders with weight-based pl...

Tags: pediatrics, fever, algorithms, parents, counseling

Author: Assistant

Category: pediatrics-acute | Model: gpt-5

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Telemedicine Visit SOP

Act as a virtual care lead. Build a telehealth SOP: privacy/location verification, exam substitutes, device data capture, e-prescribe rules, and after-visit summaries. Include a troubleshooting script...

Tags: telemedicine, SOP, virtual-care, privacy, AVS

Author: Assistant

Category: telehealth-operations | Model: gpt-5

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Giveaway and Swag ROI Model

Act as a growth analyst. Build a simple model for swag: unit cost, lift on dwell time, scan rate, post-show conversion. Include “earned media” proxy and rules to qualify before gifting.

Tags: trade-show, swag, ROI, attribution, growth

Author: Assistant

Category: trade-show | Model: gpt-4o

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Biomedical Knowledge Graph + RAG

Act as an NLP architect. Build a KG from UMLS/MeSH and a RAG stack for question answering: entity linking, relation extraction, indexing strategy, and evaluation (exact match, factuality).

Tags: knowledge-graph, RAG, biomedical, NLP, ICT

Author: Assistant

Category: biomed-NLP | Model: gpt-5

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Acute Chest Pain Pathway

Act as a cardiology educator. Build an ED→obs pathway: immediate ECG, HEART score, troponin strategy, STEMI mimics, discharge vs admit criteria, and shared decision aids. Include a 1-page patient info...

Tags: cardiology, chest-pain, HEART, ECG, protocols

Author: Assistant

Category: cardiology-acute | Model: gpt-5

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Proteomics DIA/MS Workflow

Act as a proteomics lead. Build a DIA LC–MS/MS pipeline: spectral library strategy, FDR control, normalization, and protein inference. Provide QC metrics and batch correction steps.

Tags: proteomics, DIA, LC-MS, normalization, FDR

Author: Assistant

Category: proteomics | Model: gpt-5

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EHR NLP with Privacy Guardrails

You are a clinical NLP lead. Build a de-identification-first pipeline: PHI scrubbing, section segmentation, entity extraction (SNOMED/LOINC), and cohort retrieval. Include audit logs and drift checks.

Tags: EHR, NLP, PHI, privacy, ontology, ICT

Author: Assistant

Category: health-IT | Model: gpt-5

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CRM Update Sweep (5-Minute)

Act as a sales manager. Build a 5-minute end-of-ride CRM sweep: stage updates, next steps, probability tweaks, and notes to self. Output a checklist and a forecast sanity check.

Tags: sales, CRM, forecast, habits, commute

Author: Assistant

Category: sales | Model: gpt-5

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Pipeline Review on the Go

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.

Tags: sales, pipeline, forecast, checklist, mobile

Author: Assistant

Category: sales | Model: gpt-5

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Reading Queue Prioritizer

Act as a knowledge curator. Build a triage system for saved articles: categorize into 'Read Now', 'Skim', 'Archive', assign time estimates, and export a 30-minute train reading plan. Output a simple r...

Tags: reading, knowledge, curation, time-management

Author: Assistant

Category: learning | Model: gpt-5

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6-Week Micro-MBA for Commuters

You are a training designer. Build a 6-week micro-MBA for train time: week-by-week syllabus (finance, strategy, operations, marketing, leadership, negotiation), 15-minute lessons, and mini-cases. Incl...

Tags: learning, MBA, management, syllabus, commute

Author: Assistant

Category: education | Model: gpt-5

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Meeting Prep on the Train

Act as a chief of staff. Build a meeting-prep template for quick commutes: agenda bullets, decision needed, risks, stakeholder map, and 3 talking points. Include a 5-minute pre-read compression guide.

Tags: meetings, prep, templates, management, commute

Author: Assistant

Category: management | Model: gpt-5

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Commuter EDC Bag Audit

Act as a travel optimizer. Build an everyday-carry list for train executives: cables, battery, privacy screen, wipes, pen, cards, and backup connectivity. Provide a quarterly audit list.

Tags: gear, EDC, travel, checklist, commute

Author: Assistant

Category: operations | Model: gpt-5

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Portfolio & Sequencing

You are a curator. Build a portfolio plan: theme selection, sequencing for rhythm, color and subject balance, captions, and website layout. Include a 12-image sequence exercise.

Tags: portfolio, sequencing, curation, editing, website

Author: Assistant

Category: photography | Model: gpt-4o

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Event & Wedding Coverage Plan

Act as an event lead. Build a coverage checklist: timelines, family shot lists, off-camera flash options, dual-slot redundancy, and backup shooter coordination. Add a deliverables schedule.

Tags: wedding, event, flash, checklist, deliverables

Author: Assistant

Category: photography | Model: gpt-4o

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Shorts→Long-Form Pipeline

Act as a content systems architect. Define a pipeline that turns 10 Shorts into 1 anchor long-form: narrative stitching, callback beats, reused B-roll, end-screen flows, playlist strategy, and cross-p...

Tags: Shorts, long-form, story, playlist, YouTube, TikTok

Author: Assistant

Category: creator | Model: gpt-4o

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90-Day Creator Operating System

Act as a creator coach. Build a 90-day operating system for YouTube/TikTok: content pillars, weekly cadence, idea backlog, pre/post-production checklists, KPI sheet (CTR, AVD, SV, RPM), and a Monday p...

Tags: YouTube, TikTok, calendar, cadence, KPI

Author: Assistant

Category: creator | Model: gpt-4o

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Exposure Triangle Masterclass

Act as a photo coach. Create a practical guide to master aperture, shutter speed, and ISO with side-by-side examples. Include a decision tree for common scenes (portrait, landscape, action, night), a ...

Tags: photography, exposure, aperture, shutter, ISO

Author: Assistant

Category: photography | Model: gpt-4o

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Live Stream Engagement SOP

You are a live producer. Build an engagement SOP: countdown scene, cold open, chat priming prompts, polls, timers, redemption rewards, mod rules, and donation/read policy. Include OBS macro shortcuts.

Tags: live, engagement, chat, OBS, SOP

Author: Assistant

Category: creator | Model: gpt-4o

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Night & Astro Planning

You are an astro mentor. Build a planning guide: Milky Way season, moon phase, Bortle scale, focusing at night, star trackers basics, and stacking workflow. Include exposure recipes and dew mitigation...

Tags: astro, night, Milky-Way, stacking, planning

Author: Assistant

Category: photography | Model: gpt-4o

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ESG/CSR Communications Framework

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...

Tags: PR, ESG, CSR, corporate-comms, legal, reporting

Author: Assistant

Category: PR | Model: gpt-4o

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Social Media Response Matrix

You are a community manager. Build a response matrix: scenarios (praise, complaint, misinformation, outage), tone guidance, escalation rules, response SLAs, and sample replies. Include a tagging schem...

Tags: PR, social, community, moderation, CRM, playbook

Author: Assistant

Category: PR | Model: gpt-4o

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GitHub Portfolio Blueprint

Act as a career coach. Design a portfolio structure with 4 flagship repos (AI, systems, web, data). Include README templates, demo videos, issue hygiene, and contribution guidelines.

Tags: career, portfolio, GitHub, students, showcase

Author: Assistant

Category: career | Model: gpt-4o

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Rust for Systems: Starter Roadmap

You are a systems tutor. Create a 6-week Rust roadmap for engineers moving from C/C++. Cover ownership/borrowing, traits, async, FFI, and building a CLI + service. Provide weekly labs, benchmarks vs C...

Tags: Rust, systems, performance, CLI, async

Author: Assistant

Category: software | Model: gpt-4o

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Quality Control Plan (AQL + SPC)

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.

Tags: quality, SPC, AQL, inspection, MSA

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Roadmap Now/Next/Later with Bets

Act as a CTO. Build a roadmap with 3 big bets per horizon (now/next/later), expected impact vs effort, key risks, and kill-criteria. Include a one-slide view for the board and a team backlog mapping.

Tags: roadmap, product, portfolio, risk, board

Author: tsubasa

Category: leadership | Model: gpt-4o

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FMEA for Mechatronics Subsystem

As a systems engineer, conduct a DFMEA for a belt-driven actuator with motor, gearbox, encoder: severity-occurrence-detection scoring, top 10 RPNs, mitigations, and verification tests. Provide a compa...

Tags: FMEA, mechatronics, actuator, quality, risk

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Reliability Budgeting (NBTI/HCI/TDDB/EM)

Build a reliability budget: device degradation models, BTI guardbands, HCI stress points, TDDB oxide limits, EM lifetimes, and burn-in strategy. Provide a reliability dashboard and field-return feedba...

Tags: IC, reliability, NBTI, HCI, TDDB, EM

Author: Assistant

Category: chip-design | Model: gpt-4

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London — Derivatives Collateral & Margin: LCH clearing membership operational checklist (illustrative)

Build a collateral/margin management mini-spec in London for LCH clearing membership operational checklist (illustrative). Cover CSA terms, margin calls, eligible collateral, and haircuts. Return as a...

Tags: finance|london|derivatives-collateral-&-margin|lch, clearing, membership, operational

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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Geneva — Sovereign/Muni Bond Analyzer: OTC derivatives documentation (ISDA/CSA) for wealth clients

Create a bond analyzer outline in Geneva for OTC derivatives documentation (ISDA/CSA) for wealth clients. Include curve build, spread measures, carry/roll, and risk buckets. Return a minimal SQL view ...

Tags: finance|geneva|sovereign/muni-bond-analyzer|otc, derivatives, documentation, (isda/csa)

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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Error-Driven Prompt Tuning Loop

Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...

Tags: prompt|tuning|feedback|yaml

Author: Curioforce Corp. Corp.

Category: Prompt-Improvement | Model: gpt-5-thinking

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Pricing Page Sensitivity & Elasticity

Goal: analyze pricing page sensitivity and elasticity. Data: pricing page events, trials, conversions, order values. Steps: 1) Build exposure cohorts by price/test; 2) Demand curve fit; 3) Elasticity ...

Tags: pricing;elasticity;experiments

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Personalization Segmentation & CDP Activation

Goal: design segmentation and CDP activation. Data: events, traits, CRM. Steps: 1) Build segments (recency, behavior, value); 2) Define activation triggers; 3) Map to channels via CDP (e.g., Segment);...

Tags: segmentation;cdp;activation

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Onboarding Path Analysis with Markov Chains

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 ...

Tags: onboarding;markov;paths

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Cohort Retention & Power-User Curve

Goal: analyze cohort retention and power-user curve. Data: GA4 users and events, subscription logs if applicable. Steps: 1) Build weekly cohorts by first_visit; 2) Compute W1–W12 retention; 3) Plot po...

Tags: cohorts;retention;power-user

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Relative Valuation Comps (Sector)

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...

Tags: valuation;RV;sector;perplexity;bloomberg

Author: Tsubasa Kato

Category: Market Analysis | Model: GPT-5 Thinking

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Trend Prediction Matrix

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...

Tags: news, trend, prediction, analysis

Author: Tsubasa Kato

Category: Trend Analysis | Model: GPT-5

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Community‑Led Growth Playbook

Design a community‑led growth plan for {product} aimed at {audience}. Outputs: community narrative, value ladder, onboarding rituals, weekly challenges, badge/rep system, moderation guidelines, and a ...

Tags: community, growth, playbook, engagement, retention

Author: Tsubasa Kato

Category: Product Ideation | Model: gpt-5

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X (Twitter) 30-Day Growth System

Create a 30-day X growth plan for {{product_concept}} to reach {{follower_goal}} followers. Deliver a day-by-day calendar with: - 1 thread outline/day - 3 reply targets/day (account + reply angle) - 1...

Tags: X, Twitter, growth, content-calendar, marketing

Author: Tsubasa Kato

Category: marketing-x | Model: gpt-5-thinking

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YouTube Search & Chapters System

For {{topic}}, propose 12 YouTube video ideas optimized for search intent. For each: exact-match variant title, supporting keywords, chapter timestamps, thumbnail text (≤3 words), and Shorts hooks. Ad...

Tags: YouTube, SEO, chapters, search, shorts

Author: Tsubasa Kato

Category: marketing-youtube | Model: gpt-5-thinking

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X Thread Engine (Reply-First)

Build a reply-first X strategy to earn attention before posting threads. - 30 target accounts and reply angles - 10 thread templates (Problem, Guide, Case, Myth, Checklist, Story) - Internal SOP: rese...

Tags: X, reply, threads, templates, relationship-building

Author: Tsubasa Kato

Category: marketing-x | Model: gpt-5-thinking

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TikTok Trends Without Chasing

Design a trend-agnostic TikTok system: - 5 evergreen formats - Repeatable hook library (20 lines) - Shot templates and editing beats - Weekly cadence + batching workflow - Cross-post rules to Shorts/R...

Tags: TikTok, evergreen, workflow, templates, short-form

Author: Tsubasa Kato

Category: marketing-tiktok | Model: gpt-5-thinking

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Why Learn C/C++ First

Write a motivational post explaining why learning C/C++ is the most powerful career investment for CS/tech students. Highlight how it makes picking up other languages faster, builds confidence, and re...

Tags: C++, career, CS fundamentals, DSA, motivation

Author: AI Prompt Writer

Category: education | Model: gpt-5

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Cash Runway and Scenario Simulator

Build a 18-month cash runway model from <starting cash> and <burn profile>. Run base, conservative, and aggressive scenarios. Include hiring plan effects, COGS, FX risk, debt covenants, and sensitivit...

Tags: "CFO;runway;forecast;scenario;FX"

Author: ChatGPT

Category: CFO | Model: GPT-5 Thinking

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Oil: OPEC+ unwinds cuts; EIA sees cheaper 2026

Modest supply adds keep Brent ~mid-60s; EIA projects $51 average in 2026. Action: renegotiate fuel surcharges and freight contracts; extend downside-price collars; time inventory builds for shoulder s...

Tags: Energy, Oil, Hedging, Logistics

Author: ChatGPT

Category: Commodities | Model: GPT-5 Thinking

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Enterprise: Build vs Buy Platform

Create a decision brief comparing vendor platforms vs internal build across control, speed, TCO, compliance, talent, and lock-in. Provide a hybrid option. Output: scorecard, phased migration path, and...

Tags: enterprise, platform, procurement, TCO, lock-in

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Sci-Fi Subgenre Explorer

Build a guided tour of sci-fi subgenres such as hard SF, space opera, cyberpunk, solarpunk, cli-fi, and time travel. Provide 2 film picks and 2 book picks per subgenre, plus a one-paragraph primer and...

Tags: science fiction, subgenres, curation, debate

Author: ChatGPT

Category: film & books | Model: gpt-5

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Double Feature Architect

Build five themed double features such as redemption arcs, unreliable narrators, heist vs moral cost, or city symphonies. Explain the connective tissue and propose intermission discussion cards.

Tags: programming, double feature, themes, discussion

Author: ChatGPT

Category: film | Model: gpt-5

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Fantasy Tropes Map

Create a trope and archetype map for fantasy across books and films. Define the mentor, chosen one, magic system rules, side-quest economy, and villain philosophies, then craft a subversion plan for e...

Tags: fantasy, tropes, worldbuilding, archetypes

Author: ChatGPT

Category: storycraft | Model: gpt-5

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Backlink for SEO

Develop a backlink strategy by identifying high-quality websites in your niche and using link building tools like Moz or Ahrefs to find and create relevant backlinks.

Tags: SEO, backlink

Author: [email protected]

Category: SEO, strategy | Model: GPT-4o, GPT-4, o3-mini, o1

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