llm-cost-analysis
CommunityDiagnose LLM usage, costs, latency, and failures.
AuthorZanebonoAlter
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Analyze LLM call frequency, latency, and success rate across capabilities to identify optimization opportunities.
Core Features & Use Cases
- Global overview of LLM usage across capabilities with key metrics (calls, average latency, success rate)
- Per-operation hotspots: identify top operations (e.g., topic_tagging) that drive cost or latency
- Actionable guidance: map findings to optimization steps and best practices
Quick Start
Run an analysis over ai_call_logs to identify the top costliest and slowest operations, then review recommended optimizations.
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: llm-cost-analysis Download link: https://github.com/ZanebonoAlter/Syntopica/archive/main.zip#llm-cost-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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