cost-verification-auditor
OfficialAudit LLM cost estimates vs. actuals.
Finance & Accounting#variance analysis#token estimation#cost verification#API audit#LLM cost#cost accuracy
Authorcuriositech
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures that your estimations of LLM API token costs are accurate by comparing them against actual usage, preventing budget overruns and identifying estimation drift.
Core Features & Use Cases
- Estimate Validation: Verifies if token cost estimates are within a ±20% variance of actual API usage.
- Anti-Pattern Identification: Detects common mistakes like overestimating overhead or focusing on per-node variance.
- Calibration Guidance: Provides formulas and heuristics for accurate input and output token estimation.
- Use Case: After implementing a new system for estimating Claude API costs, use this Skill to run a series of test cases and confirm the estimator's accuracy before deploying it to production.
Quick Start
Use the cost-verification-auditor skill to audit the token cost estimates for the recent API calls.
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: cost-verification-auditor Download link: https://github.com/curiositech/some_claude_skills/archive/main.zip#cost-verification-auditor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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