Compare agent skills before installing.

Guides rapidly triaging a sudden cost or latency spike affecting one specific agent workflow — scoping it, correlating it against recent changes, and applying a fast, safe stopgap — before launching a full optimization pass. Use when a user asks "why did our LLM bill jump overnight," "this one workflow got slow/expensive all of a sudden," "investigate a cost/latency spike," or reports an alert/invoice surprise for a single agent or task type, as distinct from a deliberate, scheduled effort to reduce baseline cost or latency.

Unbounded-consumption / denial-of-wallet attacks on LLM apps — force runaway tokens, cost, or latency. Load when testing an LLM product's limits/billing, on "LLM DoS", cost amplification, or resource exhaustion. Signals: user-controlled prompts/max_tokens, agent loops, no rate/'cost caps'.