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Showing results for "linking"
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Energy Shocks and Markets
Analyze how volatile energy prices can propagate through a country's financial markets, exchange rate, inflation, and growth outlook. Identify transmission channels (import costs, commodity-linked equ...
Tags:
energy,
markets,
policy,
economy,
topical
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Turkey Textile Production Strategist
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...
Tags:
dynamic,
turkey,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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South Korea Semiconductor Manufacturing Strategist
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...
Tags:
dynamic,
south-korea,
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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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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Saudi Arabia Petrochemical Processing Strategist
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 ...
Tags:
dynamic,
saudi-arabia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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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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Self-Improving Code Comments: Accuracy-Checked
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Tags:
comments,
docs-accuracy,
verification,
maintainability
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Documentation QA: Link and Example Validation
Create an agent that validates docs examples by executing them in a sandbox, checks links, and ensures version correctness. Propose fixes with evidence.
Tags:
docs,
QA,
examples,
sandbox,
link-checking,
versioning
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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PR Auto-Reviewer: Checklist and Risk Annotations
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Tags:
PR-review,
checklist,
risk,
quality-gates,
workflow
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Error Messages: Reduce Support Tickets
Create an agent that rewrites error messages for clarity, adds error codes, and links to docs. Verify improvements via support ticket taxonomy and A/B testing.
Tags:
error-messages,
support,
docs,
A/B-testing,
UX
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Architecture Decision Records (ADR) Generator Agent
Design an ADR generator that proposes ADRs for significant changes: context, decision, alternatives, consequences. Require human approval and link tests/metrics.
Tags:
ADR,
architecture,
decision-records,
governance,
documentation
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Code Security Education: Fix Patterns at Source
Create a system where the agent detects recurring insecure patterns and generates internal training snippets and secure alternatives, linked to real PR examples.
Tags:
security-education,
secure-coding,
patterns,
training
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Documentation Sync Agent: Keep Docs Consistent With Code
Design an agent that updates docs alongside code changes: API docs, READMEs, and changelogs. Include a doc quality checklist and link validation.
Tags:
docs,
maintenance,
changelog,
quality,
link-checking
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Change Proposal Format: RFC for Every Self-Edit
Define an RFC template the agent must fill: motivation, risks, alternatives, test plan, rollout plan, and monitoring. Require linking evidence and metrics.
Tags:
RFC,
governance,
change-management,
testing,
monitoring
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Edit Safety Case Template
Create a safety case template per capability: hazards, mitigations, tests, monitoring, rollback, and residual risk. Require evidence links and sign-off rules.
Tags:
safety-case,
hazards,
mitigations,
monitoring,
signoff
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Entity Graph: People/Orgs/Places and Relationships
Design an entity extraction + graph pipeline: NER, entity resolution, relationship extraction, and graph storage. Include queries to answer “who is connected to what.”
Tags:
knowledge-graph,
entities,
NER,
linking,
relationships
Author: Assistant
Category: research-bot | Model: GPT-5.2
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URL Frontier: Prioritization for Research Relevance
Design a URL frontier with ranking signals: relevance to query, freshness, link context, domain trust, and duplication risk. Include pseudocode-level description and metrics.
Tags:
frontier,
prioritization,
ranking,
crawling,
IR
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Model Spec to Tests: Traceability Matrix
Create a traceability matrix linking requirements/specs to tests and monitors. Provide a template and a worked example for a tool-using assistant system.
Tags:
traceability,
requirements,
tests,
monitoring,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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FPS Aim Training: Metrics and Drill Design
Design aim training drills with measurable metrics: tracking, flicking, target switching, and recoil control. Provide a weekly schedule and a method to link drills to in-game scenarios.
Tags:
aim-training,
FPS,
drills,
metrics,
practice
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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High-Speed I/O Bring-Up Checklist (FPGA Prototyping)
Create a bring-up checklist for high-speed links: pin planning, constraints, clocking, eye considerations, loopback tests, and debug instrumentation. Include a staged validation plan.
Tags:
high-speed-io,
FPGA,
bring-up,
debug,
board
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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SEO Topic Cluster Blueprint (2026)
Build an SEO cluster: 1 pillar page + 12 supporting articles. For each: search intent, outline, suggested examples, internal links, and a snippet-ready FAQ. Include a content moat angle (original data...
Tags:
SEO,
topic-cluster,
content-strategy,
original-data,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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Bicycle Touring Reliability Kit
Create a bicycle touring reliability kit: tools, tubes, patches, chain links, brake pads, cables, bolts, and maintenance checks. Include ultralight vs expedition versions.
Tags:
bicycle-touring,
tools,
spares,
reliability,
packing
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Speaking: Pronunciation & Intonation Micro-Drills
Design daily 10-minute pronunciation drills: stress, linking, reductions, intonation for contrast, and pacing. Include recording workflow and how to measure improvement weekly.
Tags:
TOEFL,
speaking,
pronunciation,
intonation,
drills
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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SerDes-Friendly Packetization and Framing
Create a packetization/framing scheme for high-speed links: framing, CRC, alignment markers, credit/backpressure, and error recovery. Provide RTL module boundaries and test plan.
Tags:
SerDes,
packets,
CRC,
framing,
links,
verification
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Cost Engineering for Inference at Scale
Draft a 2026 cost engineering playbook: caching, quantization, distillation, batching, and SLA tiers. Provide a KPI dashboard linking cost per task to business outcomes.
Tags:
inference,
cost-optimization,
quantization,
SLAs,
scaling
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Soccer Set-Piece Lab (100% Engagement Target)
Diagram two corners and one free-kick routine with decoys and blockers. Provide a ‘pause and predict’ frame and a ‘did it work?’ replay link.
Tags:
soccer,
set-pieces,
design,
interactive,
replay
Author: Assistant
Category: coaching-concepts-to-fans | Model: gpt-4o
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EU Migration & Labor Markets
Link migration flows to EU labor shortages, wage dynamics, and politics. Provide a map, data caveats, and human stories angles.
Tags:
EU,
migration,
labor,
wages,
politics,
data
Author: Assistant
Category: society-economy-coverage-EU | Model: gpt-4o
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EU Health & Pharma Watch
Summarize EMA decisions, shortages, and R&D funding; link to Asia suppliers. Provide plain-language patient angles and hospital budgets.
Tags:
EU,
pharma,
health,
EMA,
shortages,
R&D,
Asia-supply
Author: Assistant
Category: healthcare-policy-industry-EU | Model: gpt-4o
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EU Digital Identity & Payments
Explain EU digital ID wallet timelines and PSD2/PSD3 changes; link to Asia super-app identity/payment models. Provide consumer and merchant impact boxes.
Tags:
EU,
digital-identity,
payments,
PSD3,
Asia,
super-apps
Author: Assistant
Category: fintech-policy-crossview | Model: gpt-4o
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ADR Assistant & Guardrails
ChatGPT drafts Architecture Decision Records using a template; Cursor links ADRs to code areas; Antigravity checks ADR tags on PRs. Provide a monthly ADR review cadence.
Tags:
ADR,
architecture,
governance,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: architecture-governance | Model: gpt-4o
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Docs-as-Code Autopilot
ChatGPT converts PR changes into docs; Cursor updates MDX/diagrams; Antigravity verifies links/examples and deploys docs site previews. Include contribution guidelines.
Tags:
docs,
documentation,
MDX,
automation,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: documentation-ops | Model: gpt-4o
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Incident Postmortem Synthesizer
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Tags:
SRE,
incident,
postmortem,
observability,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: reliability-ops | Model: gpt-4o
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Knowledge Graph + Vector Fusion
Specify a KG-augmented RAG: entity/link extraction → KG lookup → vector recall → late fusion ranking. Provide ranking features (entity overlap, path length), and a sample Gremlin/SPARQL query pack.
Tags:
knowledge-graph,
RAG,
fusion,
ranking,
entities
Author: Assistant
Category: hybrid-retrieval-kg | Model: gpt-4o
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Domain-Safe Modes (Medical/Legal)
Specify constrained modes with scope limits, consent prompts, guideline links, and mandatory citation density. Provide refusal templates and domain-specific disclaimers.
Tags:
governance,
medical,
legal,
safety,
mode-switch
Author: Assistant
Category: policy-governance | Model: gpt-4o
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SEO/ASO for Bilingual Sites/Apps
Build an SEO + ASO plan for English and Traditional Chinese. Include keyword cannibalization guardrails, hreflang/locale strategy, app metadata split (US vs Taiwan), and link-building ideas by region.
Tags:
marketing,
SEO,
ASO,
localization,
web,
apps,
Taiwan,
USA
Author: Assistant
Category: growth-seo-aso | Model: gpt-4o
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Trailside Bicycle Repair Kit
List essential tools/spares for remote trails (links, chain tool, plugs, boot, bleed kit optional) and provide decision trees for flats, bent rotors, and broken chains.
Tags:
cycling,
repair,
kit,
tools,
remote
Author: Assistant
Category: maintenance-cycling | Model: gpt-4o
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TOEFL Independent Writing Bank
Give 15 independent prompts (agree/disagree, preference, if/then). Provide thesis patterns, idea banks, linking devices, and 3 graded sample essays with annotation of strengths and fixes.
Tags:
TOEFL,
writing,
independent,
templates,
examples
Author: Assistant
Category: writing-independent | Model: gpt-4o
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Sunrise/Sunset Viewpoint Chains
Link sunrise parks and sunset rooftops into a single day plan per city. Include ticket timing, wind chill notes, and blue-hour photography tips.
Tags:
travel,
views,
sunrise,
sunset,
photography,
Europe,
Asia
Author: Assistant
Category: view-hunting | Model: gpt-4o
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Scenic Rail & Ferry Pairings
Map scenic rail segments and compatible ferry links for day trips. Include viewing seats, photo timing, and snack planning.
Tags:
travel,
scenic,
rail,
ferry,
views,
Europe,
Asia
Author: Assistant
Category: slow-travel-ideas | Model: gpt-4o
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Media Drop-In and Press Kit Plan
You are a comms lead. Draft a press hit plan: 5 angles, quick quotes, B-roll links, embargo etiquette, and press kit checklist. Provide 3 sample subject lines and a 7-day follow-up cadence.
Tags:
trade-show,
PR,
media,
press-kit,
comms
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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Internal Comms for External Announcements
Act as an internal comms partner. Prepare internal briefs before public announcements: who/what/when, talking points, manager scripts, and employee advocacy posts with tracking links.
Tags:
PR,
internal-comms,
enablement,
advocacy,
briefing
Author: Assistant
Category: PR | Model: gpt-4o
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Multilingual Comms QA Checklist
Act as a localization QA. Build a multilingual comms QA: terminology, legal disclaimers, cultural checks, date/number formats, link locales, and review workflow with vendor SLAs.
Tags:
PR,
localization,
QA,
international,
workflow,
SLA
Author: Assistant
Category: PR | Model: gpt-4o
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Guest Booking + Show Flow
Act as a producer. Build a guest booking pipeline: outreach templates, calendar links, prep docs, show run-of-show, release forms, and social asset bundle.
Tags:
guest,
booking,
run-of-show,
release,
assets,
templates
Author: Assistant
Category: creator | Model: gpt-4o
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90-Day AI Fundamentals Study Plan
Act as a mentor for students new to AI. Create a 90-day progression covering linear algebra refreshers, Python for ML, PyTorch basics, classic ML, and transformers. Include weekly goals, reading links...
Tags:
AI,
learning,
students,
PyTorch,
transformers
Author: Assistant
Category: education | Model: gpt-4o
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Platform Reliability Roadmap
Act as a head of engineering. Create a reliability roadmap: target error budgets, dependency upgrades, chaos drills, capacity plans, and quarterly goals linked to SLO improvements. Provide a dashboard...
Tags:
reliability,
roadmap,
SLO,
capacity,
chaos
Author: tsubasa
Category: engineering | Model: gpt-4o
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Influencer Micro-Campaigns (Europe)
Map out a growth hack using micro-influencers across European markets. Recommend selection criteria, outreach scripts in major languages, campaign structures (trials, promo codes, affiliate links), me...
Tags:
influencer,
micro-influencer,
Europe,
marketing,
growth
Author: Assistant
Category: growth-hack | Model: gpt-4
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London — Quant Backtest Spec: SONIA-linked swaps collateral and discounting
Write a backtest spec in London for SONIA-linked swaps collateral and discounting. Describe data splits, leakage prevention, transaction costs, and benchmark selection. Return a JSONL of test cases an...
Tags:
finance|london|quant-backtest-spec|sonia-linked,
swaps,
collateral,
and
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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New York — Index Methodology Outline: SOFR-linked floating rate note hedging
Draft an index methodology for New York focusing on SOFR-linked floating rate note hedging. Include universe, selection rules, reconstitution, weight caps, and corporate actions. Return as Markdown wi...
Tags:
finance|new-york|index-methodology-outline|sofr-linked,
floating,
rate,
note
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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Tokyo — Private Wealth IPS Builder: PTS/arrowhead routing policy (illustrative)
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London — Private Wealth IPS Builder: FX Global Code alignment plan
Draft an Investment Policy Statement (IPS) builder for London private wealth linked to FX Global Code alignment plan. Include risk profile, liquidity needs, constraints, asset mix bands, review cadenc...
Tags:
finance|london|private-wealth-ips-builder|fx,
global,
code,
alignment
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
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Sankey of Energy Losses
Specify a Sankey diagram to show energy flows from source to end use, including losses. Return node/link CSV and a config snippet for a typical JS chart library.
Tags:
industrial|energy|sankey|losses|csv
Author: Curioforce Corp. Corp.
Category: Industrial Visualization | Model: gpt-5-thinking
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Topic Cluster Map from FAQs
Convert 50 FAQs into 10 topic clusters with pillar and spoke posts. Provide internal link suggestions and evergreen update reminders. Return as YAML and a list of proposed headlines.
Tags:
viral|topics|cluster|faq|yaml
Author: Curioforce Corp. Corp.
Category: Viral Content | Model: gpt-5-thinking
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Local Hiring & Vocational Training Plan
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Zero‑Click LinkedIn Content
Create 15 LinkedIn posts that deliver the full value in‑feed (no link required): data story, checklist, mini case, counterintuitive lesson.
Add CTA variants that earn follows and saves.
Tags:
linkedin|zero-click|posts|follows|saves
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
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Shoppable Social for E‑commerce
Design shoppable post flows (IG Shop, TikTok Shop, YouTube links).
Add creative prompts, pinning strategy, and 'save for later' mechanics.
Tags:
ecommerce|shoppable|instagram|tiktok|youtube
Author: Inspire Search Corp.
Category: Commerce | Model: gpt-5-thinking
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Cross-Device Journey Stitching Strategy
Goal: stitch cross-device journeys. Data: login IDs, hashed emails, device graph. Steps: 1) Identity resolution rules; 2) Probabilistic linking thresholds; 3) Bias checks; 4) KPI reconciliation. Outpu...
Tags:
cross-device;identity;stitching
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Japan Small/Mid‑Cap Catalyst Screen
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...
Tags:
Japan;SMID;catalyst;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Post‑Earnings Drift & Guidance Watch
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;...
Tags:
post-earnings;drift;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Global Macro Regime Check
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...
Tags:
macro;perplexity;bloomberg;regime
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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News Network Graph
Create a graph of how different news events are interconnected via shared entities (companies, politicians, countries). Highlight hidden links and potential cascade effects.
Tags:
network analysis,
entity linking,
news graph
Author: Tsubasa Kato
Category: Data Journalism | Model: GPT-5
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SEO + Social Flywheel for Creators
Create a flywheel that turns short‑form videos into SEO‑rich, evergreen assets.
Pipeline: hook → transcript → blog (EEAT) → email nugget → carousel → thread → repurposed snippets.
Provide: content sch...
Tags:
seo,
repurposing,
content-flywheel,
eeat,
creators
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
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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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Cyber Incident Disrupting Services (USA)
Service disruptions from cyber incident. Advice: carry cash; expect traffic signals/boards to fail; take simple routes; verify info via multiple sources (radio, official accounts); ignore unsolicited ...
Tags:
cyber outage,
payments,
transit,
fraud,
USA
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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CIVSAFE: Cyber Incident Disrupting Services
Suspected cyberattack disrupting ISP, payments, transit info. Guidance: avoid crowds at affected facilities; carry cash; keep paper copies of IDs/contacts; verify via radio and official loudspeakers; ...
Tags:
cyber incident,
service outage,
payments,
transit,
fraud,
Japan
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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Trump Court Ruling Breakdown
You’re a political news creator on X. Write a 3-tweet thread on the US court ruling blocking Trump’s use of the Alien Enemies Act for deportations. Explain its impact with a neutral tone. Use #TrumpNe...
Tags:
politics,
Trump,
US,
immigration,
viral
Author: Grok by xAI
Category: social media | Model: grok4
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Weather Impact on Ops
For {{regions}}, check next 72h severe weather. Report: expected impacts to logistics, staff safety, data centers. Suggest contingency plans and customer messaging. Include official forecast links wit...
Tags:
operations;logistics;risk;weather;timely
Author: Tsubasa Kato
Category: Operations | Model: gpt-5
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Social Trend Surge Capture
Track {{keywords}} across {{platforms}} last 12–24h. Provide: volume delta, sentiment, key accounts, viral posts, narrative frames. Give 3 content angles to ride the wave, with links and timestamps.
Tags:
social;marketing;brand;timely;listening
Author: Tsubasa Kato
Category: Marketing | Model: gpt-5
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Pricing Anomaly Detector
Scan pricing in {{market}} for {{sku_list}} over last 24h. Flag anomalies: undercuts, MAP violations, sudden hikes. Provide screenshots/links, suspected causes, and recommended responses.
Tags:
pricing;ecommerce;retail;timely;competition
Author: Tsubasa Kato
Category: Commerce | Model: gpt-5
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Book Annotation System
Teach a lightweight Zettelkasten-inspired annotation flow. Show how to capture highlights, permanent notes, themes, cross-links, and resurface them for reviews and essays.
Tags:
annotation,
zettelkasten,
knowledge management,
notes
Author: ChatGPT
Category: books | 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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