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You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas,…
Brand voice analysis, SEO optimization, and platform-specific content frameworks for consistent marketing. \n \n Includes brand voice analyzer to establish and maintain consistent…
Test-Driven Development workflow guiding the RED-GREEN-REFACTOR cycle. \n \n Structured three-phase cycle: write failing tests (RED), implement minimal code to pass (GREEN), then…
Structured decision-making framework for selecting and designing APIs across REST, GraphQL, and tRPC patterns. \n \n Provides a content map covering API style selection, resource…
Expert guide for optimizing LLM prompts through patterns, testing, and systematic refinement. \n \n Covers five core techniques: few-shot learning, chain-of-thought reasoning, pro…
Structured framework for analyzing requirements, evaluating trade-offs, and documenting architectural decisions. \n \n Provides context discovery questions and project classificat…
Persistent, searchable memory system for agents to store and retrieve architectural decisions, patterns, and project knowledge. \n \n Provides four core MCP tools: memory_search f…
Framework selection, async patterns, type hints, and project structure decisions for Python development. \n \n Covers framework selection (FastAPI, Django, Flask) with decision tr…
Structured debugging methodology that enforces root cause investigation before attempting any fix. \n \n Enforces four sequential phases: root cause investigation, pattern analysi…
Portfolio structure and presentation guidance for converting hiring managers and clients in 30 seconds. \n \n Covers portfolio architecture, project showcase design, and interacti…
