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Kymera Mr Optimizer

Name: Kymera Mr Optimizer
Availability: InStock
Author: astoreyai

skill-astoreyai-claude-skills-kymera-mr-optimizer · by astoreyai

A Claude skill from astoreyai/claude-skills.

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Install

$ agentstack add skill-astoreyai-claude-skills-kymera-mr-optimizer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

✓ Prompt-injection patterns
✓ Secret / credential exfiltration
✓ Dangerous shell & filesystem operations
✓ Untrusted network calls
✓ Known-malicious package signatures

What it can access

✓ Network access No
✓ Filesystem access No
✓ Shell / process execution No
✓ Environment & secrets No
✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed

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● 3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

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About

Kymera Mean-Reversion Optimizer

Continuously optimizes mean-reversion strategy parameters based on real performance data. Identifies winning patterns and recommends parameter adjustments.

Capabilities

Performance Analysis: Analyze MR trade results and identify patterns
Win Rate Optimization: Detect entry quality degradation
Parameter Tuning: Recommend VWAP thresholds, stop-loss levels, profit targets
Symbol Selection: Identify best-performing symbols
Portfolio Alignment: Validate correlation with portfolio system

Use Cases

Analyze MR Performance

`` /kymera-mr-optimizer analyze ``

Generate Optimization Report

`` /kymera-mr-optimizer report ``

Validate System Alignment

`` /kymera-mr-optimizer check-alignment ``

Key Parameters

Win rate (target: ≥50%)
Profit factor (target: ≥1.2)
VWAP band threshold (1.5σ - 2.5σ)
Stop-loss level (-2% to -4%)
Profit targets (0.5% - 2%)
Position sizing (Kelly-based)

Integration

Works with:

Strategy-to-portfolio integrator
Portfolio-to-strategy converter
Unified dashboard
Risk adjuster

Author

Aaron Storey | Kymera Strategy (Nov 2025)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Author: astoreyai
Source: astoreyai/claude-skills
License: MIT

Install and usage instructions live in the source repository linked above.

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Versions

v0.1.0 Imported from the upstream source.