Use when brainstorming feels stuck or generates obvious ideas, need to break creative patterns, working with limited resources (budget/time/tools/materials), want unconventional solutions,...
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Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
Expert in secure backend coding practices specializing in input
planning
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Planning work in small, known-good increments. Use when starting significant work or breaking down complex tasks.
Use when investigating why something happened and need to distinguish correlation from causation, identify root causes vs symptoms, test competing hypotheses, control for confounding variables, or...
jira-review
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Automatically review Jira issues for implementation readiness. Detects complexity signals, parses acceptance criteria, and recommends clarification or planning mode when needed.
Comprehensive market analysis using web research, data synthesis, and competitive positioning
tdd-orchestrator
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Master TDD orchestrator specializing in red-green-refactor
tdd-orchestrator
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Master TDD orchestrator specializing in red-green-refactor
tdd-orchestrator
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Master TDD orchestrator specializing in red-green-refactor
tdd-orchestrator
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Master TDD orchestrator specializing in red-green-refactor
tdd
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Test-Driven Development workflow. Use for ALL code changes - features, bug fixes, refactoring. TDD is non-negotiable.
Complete end-to-end patent application creation from invention disclosure to USPTO-ready filing - prior art search, claims drafting, specification writing, diagrams, compliance checking
architecture-design
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Designs comprehensive software solution architectures including system components, technology stacks, integration patterns, scalability strategies, and deployment models. Produces architecture...
execute-plan
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Smart orchestrator for chunked plans - auto-detects complexity, recommends execution mode (parallel/automated/supervised/hybrid), dispatches to executor, tracks progress with mandatory code...
Use when testing plans or decisions for blind spots, need adversarial review before launch, validating strategy against worst-case scenarios, building consensus through structured debate,...
generate
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Create a new artifact (text, code, plan, data) under specified constraints. Use when producing content, writing code, designing solutions, or synthesizing outputs.
refactoring-expert
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Systematic code refactoring following Martin Fowler's catalog. Methodologies: characterization tests, Red-Green-Refactor, incremental transformation. Capabilities: SOLID compliance, DRY cleanup,...