Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Audit an LLM-powered app for runaway-cost and quota-abuse exposure, then produce a phased guardrail plan. Use when the user says "cap my AI costs", "my LLM bill could blow up", "rate limit my AI", "token budget", "runaway agent loop", or is hardening LLM features before launch. Audits three layers: token-bucket limits, cost-velocity circuit breakers, and fallback chains; also covers Langfuse cost alerts and streaming usage accounting. Plan only until approved. Pairs with audit-langfuse-llm, plan-input-validation. Do NOT use for output quality evals (audit-langfuse-llm).
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 53d7d69f81f150501041bbd4770d16589ad702322475c1673ade83e9c66f7aa7
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.