Automation

Each agent loop's own context %, measured per request; a one-line CONTEXT_PCT_ALERT rides that agent's next tool result when it crosses 70% or 80%

Stall detector per agent loop: 5 identical tool calls in a row warn that loop and leave the session-state.json stall marker for the next SessionStart

Startup token diet: rewrites the long CAVEMAN / PONYTAIL MODE ACTIVE hook-context injections into ~150-token compact rules (level kept, pointer to /caveman or /ponytail)