skill-iterative-loop

Prevent infinite loops in debugging cycles by enforcing bounded iteration limits, progress evaluation, and failure detection safety mechanisms. This defines maximum attempts and completion conditions to stop runaway execution while driving tasks to completion.

Controlled iterative execution is a task refinement method that defines goals, limits, and evaluation criteria for repeated improvement workflows. It applies bounded iteration tracking and convergence controls to ensure repeated tasks progress effectively toward defined success conditions.

Set up an optimization loop by providing a clear goal, success condition, and maximum number of attempts. The execution framework applies progress summaries, detects stalled progress, and enforces self-regulation safeguards to prevent endless retry cycles.

Yes, bounded iteration tracking applies to code quality improvement by repeatedly auditing, fixing, and testing a project until defined quality gates are met. Convergence controls detect excessive changes and repeated failures to avoid ineffective repetition.

Task refinement loops stall when progress evaluation criteria fail to detect repeated failures or cycles. Applying convergence and safety controls identifies stalled progress, enforces self-regulation, and triggers stopping conditions to prevent ineffective repetition.