Analyse LCC/OpenLCB message traces captured from JMRI's LCC Monitor window. Decodes CAN frame headers, identifies message types, resolves node aliases, reassembles datagrams, and decodes memory config / SNIP / PIP / traction payloads. Handles partial traces…
Stop-and-propose-options procedure for bugfixes, behavior changes, and mid-implementation surprises. Forces root-cause analysis at the right seam, with options named in terms of the principle at stake (DRY / SOLID / YAGNI / Depth / Locality / ADR-compliance).…
TDD-first vertical implementation with multi-session support. Implements feature slices one at a time using red-green-refactor, with cross-session progress tracking. Use when user says "build", "implement slices", "start building", or after running /slices.
Feature-scoped architecture assessment and vertical slice planning. Evaluates a feature's design against existing module depth, placement rules, and ADRs, then defines vertical slices for TDD implementation. Use when starting implementation after /plan, or…
Graduation workflow for completing a feature. Reviews spec completion, updates durable product docs, enriches aiwiki/, captures deferrals as ideas, and verifies backlog. Does NOT commit or merge.
Generate a slice-organized task file from a feature's architecture assessment. Produces a cross-session progress tracker with vertical slices, HITL/AFK labels, and checkboxes. Use when user says "slices", "generate slices", or after running /design.
Extract event role classifications (Producer/Consumer) from an LCC node's CDI XML and PDF manual. Use when creating a node profile to classify eventid groups. Keywords -- CDI, event role, producer, consumer, eventid, classification, profile extraction.
Extract conditional relevance rules from an LCC node's CDI XML and PDF manual. Identifies configuration sections that become irrelevant based on other field values. Keywords -- CDI, relevance, conditional, irrelevant, disabled, profile extraction.