Enforce runtime limits on LLM calls and tool invocations for unattended agents.
npx skills add https://github.com/ShageeshanT/cash-claw --skill cashclaw-guard
Please help me install this Agent Skill. Skill: cashclaw-guard Source: https://github.com/ShageeshanT/cash-claw/tree/main/skills/cashclaw-guard Command: npx skills add https://github.com/ShageeshanT/cash-claw --skill cashclaw-guard
CashClaw Guard stops unattended AI agents from blowing through budgets via runaway loops and getting stuck in infinite recursion that keeps calling the LLM or tools.
Ask your agent to run CashClaw Guard initialization and test it once so the policy is written, then verify the guard behavior with a dry-run scenario set.
High-intent search queries and answers about installing and using this skill.
Preventing AI agent cost runaway in unattended cron jobs requires real-time budget enforcement via YAML policies that cap per-call and per-day USD limits. The guard fails fast on budget breaches, throwing a BudgetExceeded exception before large charges accumulate.
The best way to stop infinite recursion loops in multi-agent workflows is runtime recursion detection that identifies repeating prompt and tool fingerprints within a specific time window. It terminates the loop immediately with a RecursionKilled exception once thresholds are met.
Configuring a tool firewall to deny shell and exec access for AI agents involves loading a YAML policy that explicitly denies unauthorized tools and applies per-tool rate caps. This reduces the operational blast radius of compromised or looping agent workloads.
Yes, you can send Slack, Telegram, or Discord alerts when an agent exceeds its budget. The runtime guard dispatches notifications to configured webhook endpoints upon budget, recursion, or tool-denial events, ensuring operational visibility for unattended workflows.
Yes, these runtime guardrails work with scheduled agent workloads and HYRVE-linked order delivery. The enforcement applies to any unattended agent process, containing failures by throwing defined exceptions like BudgetExceeded and RecursionKilled during execution.
Your AI agent blows through soft spend limits because standard enforcement waits instead of failing fast. Hard cost caps with real-time enforcement stop LLM calls immediately when USD limits are reached, preventing runaway loops from accumulating large charges.
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