SukbeomH

Use when Ground Truth alignment finds memory contamination and the user explicitly requests scoped cleanup with /cleanse.

Use when registering, reviewing, merging, or rebuilding HXSK glossary term definitions after glossary-detect suggests a candidate or the user invokes /define.

Use when staged changes exist requiring qlty checks, logical split detection, or HXSK phase-scoped conventional commit creation.

Use when validating code for circular imports, layer violations, or design doc logic errors before merging architecture-level changes.

Use when .hxsk/.bootstrap-version is missing (fresh install) or exists (verify/update) to initialize HExoskeleton.

Use when shell scripts need linting/formatting before execution or commit to ensure code quality.

Use when analyzing an existing codebase to generate ARCHITECTURE.md and STACK.md, or when mapping project structure, dependencies, patterns, integrations, and technical debt before planning.

Use when debugging fails 3 times, same approach repeats, or context usage exceeds 60% to trigger state dump and recovery.

Executes HXSK plans with atomic commits, deviation handling, checkpoint protocols, and state management

Memory operation rules — file-based recall/store protocol, field requirements, type registry

Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification

Validates implemented work against spec requirements with empirical evidence

Idempotent project setup — fresh install, update, or verify via convergence engine

Validates implemented work against spec requirements with empirical evidence

Analyzes diffs, splits logical changes, creates conventional emoji commits aligned with HXSK atomic commit protocol

Executes HXSK plans with atomic commits, deviation handling, checkpoint protocols, and state management

Session handoff workflow — status check, test, commit, memory store, summary output

Memory operation rules — file-based recall/store protocol, field requirements, type registry

Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification

Idempotent project setup — fresh install, update, or verify via convergence engine