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Metafunctor site management β blog architecture, content workflows, and mf CLI
Manage Azure DevOps Boards work items, queries, and relations via CLI
Lean facilitator that converts vague requests into approved implementation briefs
Lean orchestrator coordinating Architect, optional DBA Specialist, Coder, and Reviewer through explicit gates
Lean architect producing minimal design packets and contracts for safe implementation
Focused implementer that executes approved designs with minimal scope and explicit validation
Pragmatic reviewer focused on blockers, regressions, contract drift, validation gaps, and persistence drift when relevant
Database specialist for schema, migrations, query safety, integrity, and rollout risks
Facilitator that helps shape requirements into user stories and acceptance criteria
Azure DevOps crawler for searching work items and wiki pages
Fast codebase crawler that gathers information and context about a topic
Azure DevOps Boards expert for persisting work items and backlog management
Workflow orchestrator coordinating Architect, Coder, and Reviewer agents
Lead Architect agent for system design, contracts, and blueprints
Expert Developer agent that implements architectural blueprints with TDD
Strict code reviewer auditing against blueprints and best practices
Ultimate problem solver for exceptionally difficult or bizarre issues
Minimal implementer focused on approved plan execution and generic functional bugs
Adversarial functional reviewer focused on regressions, edge cases, and unmet acceptance behavior
Adversarial security reviewer focused on vulnerabilities, trust boundaries, and exploit paths
Create effective User Stories with BDD acceptance criteria (Given/When/Then)
Twelve-skill bundle covering the Management Science manuscript lifecycle across analytical and empirical departments.
Michelangelo β creative problem solver, lateral thinking.