DevOps

Brainstorm and advise on technical decisions using structured process and MCP helpers. EXCLUSIVE to brainstormer agent. Does NOT implement — only advises.

Identifies, categorizes, and articulates code issues with brutal honesty and quantifiable specificity. Use when reviewing code, providing feedback, performing code audits, or when user needs direct assessment of code quality.

Generate Dockerfile and requirements.txt for containerizing web applications using PyPortfolioOpt optimization library. Use when containerizing Python apps with PyPortfolioOpt, portfolio optimization, or financial optimization that requires OSQP solver. Handles system-level build dependencies for numerical libraries.

Default TypeScript stack for Lambda: pnpm workspaces + Turbo, strict TS, and sensible DX helpers.

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.

Expert in authoring Gherkin-compliant behavior specifications (Given, When, Then). Use when defining executable scenarios for feature specifications or acceptance tests.

Manages policy documents through their full lifecycle. Reviews policies for gaps, suggests updates based on framework changes, and tracks approval workflows.

Manages images and videos with Cloudinary including upload, transformation, and CDN delivery. Use when building media-rich applications requiring resize, crop, format conversion, and optimization.

Creating and Managing Sub-agents in Claude Code. Design agent personas, define proactive triggers, set tool permissions, structure agent files. Use when building specialized agents for code review, debugging, architecture, or domain-specific tasks.

Export Azure Logic App workflows to the local project. Checks Azure CLI authentication, confirms subscription, and exports workflow definitions, connections, and configuration for a specified Logic App.

AI continuous improvement system that detects learning opportunities and evolves skills based on usage patterns. Use when experiencing repeated patterns, skill gaps, workflow inefficiencies, error recovery situations, or when existing skills have not worked as expected and need improvement. Triggers on: iterative refinements, skill modifications, new domain requests, troubleshooting patterns, or workflow optimization opportunities.

Master fs_search for blazing-fast code search (10-100x faster than grep). WHEN: User mentions "search", "find", "grep", "locate code/files", needs to discover patterns, asks "where is", "which files contain". WHEN NOT: Reading specific known file paths (use fs_read_file), listing directory contents (use fs_list_directory).

Handles the publication workflow for AndesRC blog articles. Creates markdown files, triggers builds, submits to Google Search Console, and initiates promotion. Use as the final step in the content pipeline.

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.

WHEN: Context setup, token optimization, MCP/agent configuration requests WHAT: Project analysis + Preset recommendation + MCP server selection + Agent activation + Config generation WHEN NOT: Status check only → /context-status command

AWS CLI v2 quick-reference for experienced developers. Covers compute (Lambda, ECS, EKS), storage (S3, DynamoDB, Aurora), networking (VPC, SSM tunneling), security (IAM, Secrets Manager), and GitHub Actions CI/CD. Use when asked to "write aws commands", "debug aws access", "set up cross-account roles", "configure aws cli", "assume role", "S3 bucket operations", or "deploy to ECS".

Use this skill when users need help managing LimaCharlie configurations as code, exporting organization settings, using Git sync, deploying configs across multiple organizations, or implementing Infrastructure as Code workflows.

Use when implementing background tasks, async processing, or offloading slow operations in rwsdk/Cloudflare Workers - covers queue setup, sending messages (direct/R2/KV patterns), consuming message batches, handling multiple queues, and message type routing

Marketing strategist - identifies target audiences, creates compelling content, and optimizes messaging for GabeDA business intelligence platform. Specializes in B2B SaaS positioning for LATAM markets.

Microsoft Pragmatic Rust Application Guidelines. Use when building CLI tools, binaries, services, or user-facing applications.