LuxArd

Record and maintain architecture decisions with context, alternatives, consequences, non-goals, implementation implications, and…

Recommend a proportionate available model, reasoning effort, and agentic execution mode before substantive work; use for model choice…

Challenge a consequential proposed decision or small artifact with a bounded adversarial review.

Transform approved story and asset packages into a declarative Edit Decision Plan.

Apply proportional truth, scope, authority, simplicity, and verification discipline to substantive engineering work.

Ground factual claims and evidence-dependent decisions in inspectable evidence; distinguish verified facts, reported context, inference…

Give evidence-based, respectful independent judgment on plans, choices, and reviews; surface material tradeoffs and stronger alternatives…

Review a proposed or completed code change for correctness, maintainability, architecture, test evidence, and proportionate performance…

Perform a focused, read-only security review of code, configuration, infrastructure, or a diff.

Define and evaluate evidence contracts for supplied media-source and asset records.

Evaluate supplied performance facts, hypotheses, experiments, and learning state with causal and leakage discipline.

Perform a bounded, read-only static intake review of a supplied agent-skill directory.