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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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Mobile & Offline Research Mode

Design a mobile UX with offline packs, low-bandwidth retrieval, and later sync. Provide caching TTL, conflict resolution, and share sheet flows.

Tags: mobile, offline, caching, UX, sync

Author: Assistant

Category: mobile-experience | Model: gpt-4o

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Cloud Creds & Region Switcher

Implement a CLI that switches AWS/GCP/Azure profiles/regions, validates tokens, prints caller identity, and sets env for subshell. Flags: --provider, --profile, --region, --print-env.

Tags: cli, cloud, aws, gcp, azure, credentials, devops

Author: Assistant

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

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Throughput Tester (iperf EZ)

Ship a client/server CLI for iperf3-style tests with auto-download/setup hints. Provide --mode {server,client}, --time, --parallel, --port, and pretty throughput charts. Include NAT/firewall notes for...

Tags: cli, network, iperf, bandwidth, linux, macos, windows

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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Climate‑Resilient SRE

Update SRE program for climate risks. Scenarios: heat, floods, wildfires, outages. Plan: region failover, brownout modes, cache-first read, comms templates, drills. Add recovery time targets and user ...

Tags: SRE, resilience, climate-risk, failover, disaster

Author: Tsubasa Kato

Category: reliability | Model: gpt-5-thinking

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Water‑Wise Infrastructure Plan

For {{infrastructure}} define water impact and reductions. Cover: cooling strategies, recirculation, leak detection, and drought-mode ops. Set WUE targets and alerting rules. Provide a retrofit plan f...

Tags: water, WUE, cooling, operations, retrofit

Author: Tsubasa Kato

Category: infrastructure | Model: gpt-5-thinking

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Local First, Cloud Optional

Refactor {{feature}} to a local-first pattern with sync. Design conflict resolution, encryption, and degraded-mode UX. Estimate cloud bandwidth/energy saved and user benefits.

Tags: local-first, sync, privacy, energy, DX

Author: Tsubasa Kato

Category: architecture | Model: gpt-5-thinking

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JTBD Interview Script Builder

Create a Jobs-To-Be-Done interview script to uncover high-value problems for {{app_niche}}. Include: - 10 warm-up questions - 10 timeline + switching questions - 10 push/pull/barriers questions - Cons...

Tags: JTBD, customer-interviews, ideation, X, TikTok, YouTube

Author: Tsubasa Kato

Category: ideation | Model: gpt-5-thinking

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