seokan-jeong

Use when you need guidance on Team-Shinchan agents, skills, or memory system.

Use when you need to create systematic work plans or design solutions.

Use when you need to diagnose the health of a team-shinchan project setup. Runs 7 deterministic checks (workflow state, hooks config, core scripts, runtime files, test directory) and reports PASS/WARN/FAIL per check with remediation hints.

Use when you need to complete tasks quickly with parallel agent execution.

Use when writing new code or fixing bugs during Stage 3 execution. Enforces RED-GREEN-REFACTOR cycle.

Use when you need persistent looping until a task is fully complete.

Use when you need web research, documentation lookup, or knowledge gathering.

Use when you want to manually add new learnings or rules to memory.

Use when you need frontend development for UI components, React, CSS, or styling.

Use when you need to detect or remove AI slop from text — filler openers, hedge stacks, redundant qualifiers, and emoji clusters. Scans stdin or a file and optionally rewrites clean output.

Use when you need deep analysis of code, bugs, performance, or architecture issues.

Use when you need to validate agent schema compliance and reference integrity.