implementation-execution

name	Implementation Execution
description	Isolated task-building phase after approval. Strongly encourages Subagents.

Implementation Skill

Trigger condition:

When the user has formally accepted the implementation_plan.md via UI response.

Execution Requirements:

1. Context Constriction (<= 40%): At this phase, the Principal Agent's intelligence drops drastically as window utilizes over 40%.
2. Subagent Delegation:
   • For massive editing, hand off files to an "Implement" Parallel Agent.
   • If a task breaks boundaries (e.g. creating both a PersonaGenerator and an AttackRunner node), build nodes one-by-one or delegate.
3. Validate steps iteratively against the tracking task.md.
4. Run testing commands via bash continuously; do not write entire codebases without compiling/testing in real time.