apim_throttle_expert
OfficialPinpoint why Citadel throttles you.
Authoraiappsgbb
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you diagnose Azure AI Citadel API Management (APIM) gateway 429 throttling errors by identifying which specific rate-limit policy triggered and what to do next.
Core Features & Use Cases
- 429 classification from real gateway signals: Determines whether the throttling is due to per-product quota, per-key rate-limit-by-key, backend AOAI TPM exhaustion, or a potential policy bug when key headers are missing.
- Focused diagnostics workflow: Guides investigation by correlating the failing operation, client, product, and time window, then summarizing gateway logs for the relevant period.
- Actionable SRE output with guardrails: Produces a structured classification and recommended remediation while enforcing non-destructive and non-sensitive handling (no policy modification, no subscription key reading).
Quick Start
Use apim_throttle_expert to diagnose a 429 spike by asking for the failing Citadel API path (such as /llm/v1/chat/completions) and the approximate time window for the incidents.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: apim_throttle_expert Download link: https://github.com/aiappsgbb/awesome-gbb/archive/main.zip#apim-throttle-expert Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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