agentic-ai-template

Orchestrate complex coding or analysis work through the workspace Full Mode framework (role cards, gates, presets, subagent plans, and release judgment). Use when a task needs multi-role execution, objective PASS/FAIL gating, specialist preset selection, role coverage validation, or patch-loop iteration before release.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.