See it in action

You say

The agent has edited parser.py four times with the same error. It seems stuck. Diagnose and fix the loop.

Your agent does

Diagnosis: Edit Loop. Recovery: Stop editing parser.py. Read the entire file and the test suite. Identify the gap between implementation and test expectations. Do not edit until you explain the root cause in one sentence.

About this skill

Audits AGENTS.md, CLAUDE.md, and .cursorrules files for per-turn token waste, classifies every section as always-on vs on-demand, estimates the real cost of a bloated context file, and produces a step-by-step migration plan that moves task-specific content into skills using progressive disclosure. For developers whose coding agent feels dumber deep in a session, burns tokens on every turn, or hits compaction early because their instruction file is overloaded.