Expert in real-time communication systems, including WebSockets, Socket.IO, SSE, and WebRTC.

Optimize resumes for Applicant Tracking Systems, check ATS compatibility, and analyze keyword match

AWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with...

Create feature specification from natural language description

Operate Salesforce as the VC associate CRM: authenticate via OAuth, query with SOQL, upsert Leads/Accounts, create Opportunities, and log Activities/Tasks for dealflow and portfolio support....

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Use when starting a new project, justifying an investment, or when a research document exists but no formal business case. Triggers include "create business case", "write BRD", "business...

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert data scientist for advanced analytics, machine learning, and

Expert network engineer specializing in modern cloud networking,

Expert network engineer specializing in modern cloud networking,

Expert network engineer specializing in modern cloud networking,

Expert network engineer specializing in modern cloud networking,

GitHub repository setup and configuration. This skill should be used when creating new GitHub repositories, configuring branch protection or rulesets, setting up CODEOWNERS, or troubleshooting PR...

Synthesize user feedback from multiple channels and identify patterns to inform product decisions. Use when analyzing feedback, prioritizing feature requests, conducting NPS surveys, or...

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Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks,...

Apply systematic problem-solving techniques for marketing challenges including campaign complexity (simplification cascades), creative blocks (collision-zone thinking), recurring campaign patterns...