Loop Budget Guard

SkillMonitoring & ops

Checks token budget around each loop claude skill run and stops early when spending gets too high.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Loop Budget Guard skill

About this skill

Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.

What this skill tells your AI

The instructions your AI receives, as published by compozy/compozy in internal/extension/testdata/client-plugins/loop-engineering/skills/loop-budget/SKILL.md and read by ahel’s review.

Run at the start and end of every loop iteration.

Start of run

  1. Read loop-budget.md for daily caps and kill-switch flags.
  2. Read recent entries in loop-run-log.md (last 24h).
  3. Sum tokens_estimate for the active pattern today.
  4. If spend ≥ 80% of the pattern's daily cap → report-only mode (no sub-agents, no auto-fix).
  5. If spend ≥ 90% and High Priority items remain in STATE.md, yield to the budget-negotiator skill (if installed). Otherwise, if spend ≥ 100% or loop-pause-all is set → exit immediately with a one-line note in STATE.md.
  6. If watchlist/state has no actionable items → exit in <5k tokens (do not spawn sub-agents).

End of run

Append one JSON object to loop-run-log.md:

{
  "run_id": "<ISO8601>",
  "pattern": "<pattern-id>",
  "duration_s": <number>,
  "items_found": <number>,
  "actions_taken": <number>,
  "escalations": <number>,
  "tokens_estimate": <number>,
  "outcome": "no-op | report-only | fix-proposed | escalated"
}

Rules

  • Never exceed max sub-agent spawns/run from loop-budget.md.
  • High-cadence patterns (CI Sweeper, PR Babysitter) must early-exit when nothing is actionable.
  • On self-throttle, append a line to loop-budget.md under Alerts This Period.

Signals

GitHub stars
3k
Forks
181
Last commit
Sep 2026
Advanced
Item type
skill
Key
loop-budget
Source
github.com/compozy/compozy