🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with smart classification and automatic extraction
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Perform an ADVERSARIAL Senior Developer code review that finds 3-10 specific problems in every story. Challenges everything: code quality, test coverage, architecture compliance, security, performance. NEVER accepts looks good - must find minimum issues and can auto-fix with user approval.
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Navigate significant changes during sprint execution by analyzing impact, proposing solutions, and routing for implementation.
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Collaborative architectural decision facilitation for AI-agent consistency. Replaces template-driven architecture with intelligent, adaptive conversation that produces a decision-focused architecture document optimized for preventing agent conflicts.
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Transform PRD requirements and Architecture decisions into comprehensive stories organized by user value. This workflow requires completed PRD + Architecture documents (UX recommended if UI exists) and breaks down requirements into implementation-ready epics and user stories that incorporate all available technical…
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Create data flow diagrams (DFD) in Excalidraw format.
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Create system architecture diagrams, ERDs, UML diagrams, or general technical diagrams in Excalidraw format.
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Create a flowchart visualization in Excalidraw format for processes, pipelines, or logic flows.
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Create website or app wireframes in Excalidraw format.
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PRD tri-modal workflow - Create, Validate, or Edit comprehensive PRDs.
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Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.
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Create the next user story from epics+stories with enhanced context analysis and direct ready-for-dev marking.
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Work with a peer UX Design expert to plan your applications UX patterns, look and feel.
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Execute a story by implementing tasks/subtasks, writing tests, validating, and updating the story file per acceptance criteria.
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Analyzes and documents brownfield projects by scanning codebase, architecture, and patterns to create comprehensive reference documentation for AI-assisted development.
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Generate tests quickly for existing features using standard test patterns.
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Flexible development - execute tech-specs OR direct instructions with optional planning.
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Conversational spec engineering - ask questions, investigate code, produce implementation-ready tech-spec.
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Conduct comprehensive research across multiple domains using current web data and verified sources - Market, Technical, Domain and other research types.
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Run after epic completion to review overall success, extract lessons learned, and explore if new information emerged that might impact the next epic.
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Generate and manage the sprint status tracking file for Phase 4 implementation, extracting all epics and stories from epic files and tracking their status through the development lifecycle.
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Summarize sprint-status.yaml, surface risks, and route to the right implementation workflow.
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Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods.
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Guide human-centered design processes using empathy-driven methodologies. This workflow walks through the design thinking phases - Empathize, Define, Ideate, Prototype, and Test - to create solutions deeply rooted in user needs.
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Identify disruption opportunities and architect business model innovation. This workflow guides strategic analysis of markets, competitive dynamics, and business model innovation to uncover sustainable competitive advantages and breakthrough opportunities.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: