데이터·AI 스킬

Use when legacy prompts or older framework flows reference `perseus` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `planner` and you need the modern runtime to resolve that capability cleanly.

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Develops comprehensive threat actor profiles for APT groups, criminal organizations, and hacktivist collectives by aggregating TTP documentation, historical campaign data, tooling fingerprints, and attribution indicators from multiple intelligence sources. Use when briefing executives on sector-specific threats, updating threat model assumptions, or prioritizing defensive controls against specific adversaries. Activates for requests involving MITRE ATT&CK Groups, Mandiant APT profiles, CrowdStrike adversary naming, or sector-specific threat briefings.

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Use when legacy prompts or older framework flows reference `pr-review-expert` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `product-manager` and you need the modern runtime to resolve that capability cleanly.

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Implement GDPR data protection requirements. Configure consent management, data subject rights, and privacy by design. Use when processing EU personal data.

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Use when legacy prompts or older framework flows reference `growth-engineer` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `growth-strategist` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `finops-manager` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `devops-engineer` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `cyber-intel` and you need the modern runtime to resolve that capability cleanly.

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Due Diligence Data Room Specialist. Use to prepare, audit, and organize fundraising materials for investor diligence before or after a term sheet.

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Use when legacy prompts or older framework flows reference `elite-developer` and you need the modern runtime to resolve that capability cleanly.

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Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.

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Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and campaign metrics across channels.

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Use when legacy prompts or older framework flows reference `build-error-resolver` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `architect` and you need the modern runtime to resolve that capability cleanly.

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Use when legacy prompts or older framework flows reference `dispatching-parallel-agents` and you need the modern runtime to resolve that capability cleanly.

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Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.

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Use when legacy prompts or older framework flows reference `conversion-engineer` and you need the modern runtime to resolve that capability cleanly.

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Validate at every layer data passes through to make bugs impossible

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Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or explicit GPT-5.4 upgrade and prompt-upgrade guidance; prioritize OpenAI docs MCP tools, use bundled references only as helper context, and restrict any fallback browsing to official OpenAI domains.

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Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integration, POS extensions for retail, theme development with Liquid, webhook management, billing API integration, product/order/customer management. Use when building Shopify apps, implementing checkout customizations, creating admin interfaces, developing themes, integrating payment processing, managing store data via APIs, or extending Shopify functionality.

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Use when needing 100% type-safe, schema-valid data extraction from LLMs. Keywords: structured output, JSON schema, Pydantic, Zod, type-safe, constrained decoding, validation, tool use.

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