feedback-closed-loop

name	feedback-closed-loop
description	Turn an open-loop process into a feedback-guided update mechanism that measures outcomes and adapts an existing rule online.

defect_tags

• silent_failure
• drift
• open_loop_fragility

guardrails

• Define the feedback signal, update cadence, and stability boundaries.
• Keep the adaptive update lightweight relative to the controlled path.
• Validate the loop under drift, delay, or stale-feedback regimes.

structural_mode

• feedback_loop

scope_preference

• execution_path

requires_control_centered_parent

• true

atomic_blueprint

• ADD_COMPONENT(feedback_monitor)
• REWIRE(feedback_monitor -> adaptation_rule)
• ADD_PROTOCOL(ablation,stress)

required_protocols

• ablation
• stress

avoid_combinations

• REMOVE_COMPONENT(adaptation_rule) in the same plan

execution_logic

1. Identify the defect from defect_tags.
2. Generate the solution by instantiating the atomic_blueprint.
3. Format: FUNCTION_NAME(ARGUMENTS) -> REASONING