Auto-activates when generating Product Requirements Prompt (PRP) documents

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Map what we're optimizing and what constraints we treat as real. Use before jumping to solutions, when hitting repeated blockers, or when patches keep accumulating.

Matrix chat communication. AUTOMATICALLY TRIGGER when user mentions Matrix rooms (#room:server), asks to send messages to chat, or wants to interact with Matrix. Use for sending messages to Matrix...

Comprehensive senhasegura PAM platform skill for secrets management, credential vaulting, SSH key rotation, and DevOps secrets integration. Use when working with senhasegura A2A APIs, DSM CLI,...

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Expert guidance for Helm chart development, testing, security, OCI registries, and Helm 4 features. Use when creating charts, implementing tests, signing charts, working with OCI registries, or...

Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation...

Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation...

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Build production ML systems with PyTorch 2.x, TensorFlow, and

Build production ML systems with PyTorch 2.x, TensorFlow, and

Build production ML systems with PyTorch 2.x, TensorFlow, and

Build production ML systems with PyTorch 2.x, TensorFlow, and

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Use when analyzing failures, outages, incidents, or negative outcomes, conducting blameless postmortems, documenting root causes with 5 Whys or fishbone diagrams, identifying corrective actions...

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Planning work in small, known-good increments. Use when starting significant work or breaking down complex tasks.

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