Use when you need to analyze cascade impact of changing a component.

Use when you need to query, manage, or visualize the project-level ontology.

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

Use when you want autonomous completion from requirements to verification without intervention.

Use when you need backend development for APIs, databases, servers, or endpoints.

Use when you have a large-scale, multi-phase project requiring orchestrated execution.

Use when you need structured problem exploration before writing requirements.

Use when you need to view or manage workflow turn budgets and limits.

Use when you want multiple agents to debate and find optimal solutions.

Use when you need deep codebase exploration to find code, patterns, or references.

Use when you need to compare design mockups against implementation for UI fidelity.

Use when you need DevOps work like CI/CD, Docker, deployment, or pipelines.

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 view agent evaluation history or detect performance regressions.

Use when you need to delete specific outdated or incorrect memories.

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

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

Use when you need quick code implementation for features, bug fixes, or utilities.

Use when you need to view or manage learned memories and preferences.

Use when you want to orchestrate through the full integrated workflow stages.