Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance. Implements Bayesian inference, Monte Carlo simulations, advanced risk metrics (VaR, CVaR, Sharpe), chart pattern recognition, and comprehensive cross-verification for real-world trading application.
SkillScore77Maintained
Automatic
◆Finance & Accounting pack
Last verified 8/19/2026
What it changes
Passed 15 of 19 test cases with the skill, and 3 of 19 without it.
Without skill14%
With skill77%
Checks it passed that the model alone missed
States that there are 14 circuit breakers.
Specifies Python 3.8+ as the minimum required version.
Identifies $10,000 as the default account balance parameter.
and 12 more in the full report
14 fixed3 passed either way5 still failing0 broke
Pass-rate lift
+64 pp
Tokens
+88%
Agent turns
0%
Response time
-47%
Model gemini-3.6-flashMeasured 8/19/2026v117 of 22 cases passed with skill · 19 comparable
Tokens, turns and time describe resource use, not a dollar price.
What's inside
The instructions your model reads when the skill loads.
SKILL.md277 lines23 filesincludes scripts
Cryptocurrency Trading Agent Skill
Purpose
Provide production-grade cryptocurrency trading analysis with mathematical rigor, multi-layer validation, and comprehensive risk assessment. Designed for real-world trading application with zero-hallucination tolerance through 6-stage validation pipeline.
When to Use This Skill
Use this skill when users request:
Analysis of specific cryptocurrency trading pairs (e.g., BTC/USDT, ETH/USDT)
Market scanning to find best trading opportunities
Comprehensive risk assessment with probabilistic modeling
Trading signals with advanced pattern recognition
Professional risk metrics (VaR, CVaR, Sharpe, Sortino)
Monte Carlo simulations for scenario analysis
Bayesian probability calculations for signal confidence
Core Capabilities
Validation & Accuracy
6-stage validation pipeline with zero-hallucination tolerance