API Budget Loop Limiter Planner 20260812 v1.0

What It Does

API Budget Loop Limiter Planner helps teams review API workflows before cost or retry loops get out of control. It turns redacted notes into a budget and loop-limiter control plan covering budget caps, token caps, request caps, retry ceilings, stop conditions, timeout limits, attribution, approval thresholds, and exception alerts.

The skill is advisory and read-only. It does not call APIs, spend tokens, change budgets, or modify live automation.

Use Cases

Operators adding cost controls to API-driven automations.
Engineering teams checking retry ceilings, loop limits, and stop conditions before launch.
Finance or platform owners who need attribution, approval thresholds, and exception alerts documented.

Requirements

Python 3 with standard-library modules only.
Redacted API workflow notes supplied by --notes or --text.
No API keys required.
OpenClaw workspace capable of running local skill scripts.

Example Usage


python3 scripts/api_budget_loop_limiter_planner.py --text "budget cap set; token cap set; request cap set; loop ceiling defined; retry ceiling defined; stop condition present; exception alert assigned; review owner named" --json

Expected output is JSON containing a deterministic status such as PASS, REVIEW, BLOCKED, or ERROR, evidence coverage, findings, and mutated_files: [].

Price

$4.99