alvin-reyes

Runs one or more installed review lenses — adversarial critique, edge cases, verification gaps, structure, prose — and reports triaged findings. Use when, and only when, the user asks you to review a diff, a pull request, or an artifact — code or documents, one or many — and actually says "review"; an explicit skill:bmad-review directive from another skill counts as that ask. A request to act on feedback from an earlier review is a change, not a review. Never invoke this uninvited, including on edits you just made.

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Writes an architecture decision record (ADR) for a decision the team has already reached: the context, the options weighed, the choice and its consequences. Use when the user says "record this decision", "write an ADR", "we decided X, capture it", or asks to document a technical choice already made. Not for making the decision itself or for tracking the work it leads to.

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Business analyst for market research, competitive analysis, and requirements. Use when the user asks to talk to Mary or requests the business analyst

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Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager

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Work out and record the architecture decisions that keep separately built parts of a system consistent, in a short architecture document. Creates, updates, or validates one; works from a spec, a raw idea, or an existing codebase. Use when the user says "create the architecture", "create technical architecture", "architecture spine", or "create a solution design"

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Facilitate a brainstorming session using diverse creative techniques. Use when the user says 'help me brainstorm' or 'help me ideate'

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One iteration of an unattended development loop. Use when invoked by name

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Turns implementation work into working code, reviewed and verified. Use when the user delegates a feature, story, bug fix, or meaningful change; a bare story or issue link counts. Skip obvious, low-risk mechanical maintenance such as small ignore-file, typo-only, formatting-only, or configuration-hygiene edits. Explicit BMAD requests always qualify. Do not volunteer for user-directed interactive edits or version-control operations that only record existing work.

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Assess the impact of a significant change during sprint execution across the PRD, epics, architecture, and UX documents, and produce a sprint change proposal. Use when the user says "correct course" or "propose sprint change"

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Authors and updates customization overrides for installed BMad skills. Use when the user says 'customize bmad', 'override a skill', 'change agent behavior', or 'customize a workflow'

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Workflow Automation Architect: Automate business processes: triggers, queues, retries, approvals, n8n vs Temporal vs code.

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AI Agent Architect: Design agent systems: single vs multi-agent, tools and MCP, memory, guardrails, evals.

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AI Automation Strategist: Decide what to automate: opportunity mapping, ROI, build vs buy, rollout and change management.

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Rules against AI slop in code, comments, commit messages and docs. Use whenever you write or edit code, write documentation, a README, a commit message or a PR description, or review changes for quality.

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Cross-chain & L2 Architect: Chain selection, rollups, bridges and cross-chain messaging with their trust assumptions.

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RAG & Knowledge Architect: Retrieval systems: ingestion, chunking, embeddings, hybrid search, reranking, evals.

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Tokenomics Designer: Token supply, utility, emissions, vesting, governance and incentive alignment.

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Rewrite text so it doesn't read as AI-generated. Use when the user asks to de-slop, humanize, tighten or clean up writing, or runs /ade:deslop on a file or pasted text.

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Web3 Infrastructure Architect: Indexers, RPC, wallets, account abstraction, key management and off-chain services.

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AI x Web3 Architect: Autonomous agents that hold wallets: smart accounts, spend limits, intents, agent payments.

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Smart Contract Systems Architect: Contract system design: modules, upgradeability, access control, storage, audit readiness.

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DeFi Protocol Architect: Mechanism design for AMMs, lending, vaults and derivatives: oracles, liquidations, attack surfaces.

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LLMOps Architect: Run LLM features in production: model routing, evals, observability, caching, cost, safety.

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