PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

Dispatches one subagent per independent domain to parallelize investigation/fixes. Use when you have 2+ unrelated failures (e.g., separate failing test files, subsystems, bugs) with no shared...

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

|

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Expert in Spring Boot 3+, Microservices, and Cloud-Native Java. Specializes in Virtual Threads, Spring Cloud, and Reactive Stack.

Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and unnecessary elaboration. Triggers on: every response (governs output length and density...

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

>

>

Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code with prometheus/client_golang metrics.

>

Expert in load balancing and dynamic task allocation for multi-agent systems. Specializes in optimal routing based on agent capability, availability, and cost (Token Economics).

Guide for designing skills. Use when creating new skills, refactoring existing ones, or reviewing skill architecture.

Expert product discovery guidance for user research and problem validation. Use when conducting user interviews, validating problems, applying jobs-to-be-done framework, sizing opportunities,...