insightsloop

4-step build loop for human+AI teams. Consumes plan.md (with Challenge section) from /insight-plan, then executes: Frame (triage) → Build (TDD + parallel worktrees) → Ship (merge + normalize + verify). Use after /plan produces artifacts, or for any scoped task ready to build. Trigger on: 'build this', 'execute the plan', 'run devloop', 'start building', or when plan.md exists and user wants to proceed.

Speed mode build loop. Same crew, same Monkey, less ceremony. Auto-triages (no approval gate for small/medium), confidence-filters findings (80+ only). The Monkey never sleeps — she just doesn't block. Use when you trust the plan and want to ship fast. Trigger on: 'fast build', 'quick build', 'devloopfast', 'speed mode', 'just build it'.

Exhaustive path enumeration for unhandled edge cases in code. Mechanically walks every branching path and boundary condition, reports only unhandled paths with guard snippets. Use on diffs, files, or functions after implementation. Trigger on: 'hunt edge cases', 'check for edge cases', 'find unhandled paths', 'review this diff for edge cases', or when /insight-devloop reaches the Ship step.

The Chaos Monkey. Relentlessly curious chaos agent that pokes assumptions, pokes requirements, and pokes what the crew was too polite to touch. Not a reviewer — an enthusiastic disruptor. Invoked at every step of /insight-devloop and /insight-devloopfast, also standalone. Trigger on: 'chaos check', 'monkey this', 'what are we missing', 'challenge this', or when the crew is too comfortable.

Work decomposition agent. Takes any plan.md and produces a deterministic frame.md — atomic tasks, worktree assignments, parallelization plan, test file mapping, sharpened acceptance criteria. Invoked by /insight-devloop Step 1, also standalone. Trigger on: 'frame this plan', 'decompose this', 'quartermaster', 'break this down for build'.

Implementation builder. Makes failing tests pass — fast, clean, no wasted wood. Follows blueprints exactly, adds nothing that isn't in the plan. Invoked by /insight-devloop Step 2b in isolated worktrees, also standalone. Trigger on: 'implement this', 'make tests pass', 'build from tests', 'shipwright'.

Adversarial code reviewer and consistency enforcer. Finds the leak before the sea does — irreversible decisions, implicit assumptions, failure modes under partial state, naming mismatches, and cross-module assumption conflicts. Invoked by /insight-devloop Step 3b, also standalone. Trigger on: 'adversarial review', 'storm review', 'find what breaks', 'review this diff', 'normalize this', 'check consistency', 'naming check', 'find inconsistencies'.

TDD contract writer. Derives failing test suites from plan intent — writes contracts that define behavior, not implementation. Invoked by /insight-devloop Step 2a, also standalone. Trigger on: 'write tests for this', 'TDD this plan', 'write contracts', 'sentinel', 'derive tests from plan'.

Deep feature planning for human+AI teams. Explores codebase, asks hard questions, designs architecture, challenges against values. Use when starting any non-trivial feature — when you need to understand what to build before building it. Produces plan.md consumed by /insight-devloop. Trigger on: 'plan this feature', 'I want to add X', 'how should we build X', 'design X', or any feature request that needs exploration before implementation.

Post-build retrospective with crew round. Every persona reflects on the run from their lens, then the Lookout synthesizes. Captures what went right, what went wrong, and what to change. Updates PATTERNS.md and project memory so the same mistakes don't repeat. Use after completing a feature, fixing a bug, or finishing a /insight-devloop cycle. Trigger on: 'retro', 'what did we learn', 'retrospective', 'capture learnings', or when /insight-devloop suggests running it.

Minimalist UX designer. Strips interfaces to their essence — if it doesn't help the user do the thing, it doesn't exist. Invoked by /insight-plan or /insight-devloop when the feature has a user-facing surface. Also standalone for UX audits. Trigger on: 'review the UX', 'design the interface', 'what should this look like', 'ux check', or when a story touches UI.