self-improver

Analyze performance reports and diagnostics to propose trading system parameter adjustments.

Updated Mar 1, 2026

Search Tags:#optimization #risk management #performance analysis #trading #parameter tuning #strategy improvement

Ready to run

npx skills add https://github.com/mqzkim/trading --skill self-improver

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: self-improver
Source: https://github.com/mqzkim/trading/tree/main/.agents/skills/self-improver
Command: npx skills add https://github.com/mqzkim/trading --skill self-improver

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automatically analyzes performance reports and skill diagnostics to suggest specific improvements for trading system parameters and strategies.

Core Features & Use Cases

Performance Analysis: Interprets Walk-Forward results and skill-specific diagnostics.
Parameter Optimization: Recommends adjustments to system parameters, strategy configurations, and risk rules.
Use Case: After running a performance analysis, this Skill can identify low regime accuracy and suggest retraining the HMM model or adding new features.

Quick Start

Use the self-improver skill to analyze the performance report located at /path/to/performance-report.json.

Frequently Asked Questions about self-improver

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I optimize trading parameters automatically from a performance report?▼

To optimize trading parameters automatically, the self-improver analyzes performance reports and skill diagnostics to propose concrete adjustments for system parameters, strategy selection, and risk rules.

Can I use Walk-Forward results to improve my trading strategy configurations?▼

Yes, you can use Walk-Forward results to improve trading strategy configurations; the skill directly interprets these results alongside skill-specific diagnoses to derive targeted adjustment proposals.

What is parameter tuning for risk management based on performance analysis?▼

Parameter tuning for risk management is the process of modifying system risk rules based on performance analysis, which this skill executes by identifying specific diagnostic issues and recommending rule modifications.

How do I adjust trading system parameters when regime accuracy is low?▼

To adjust trading system parameters when regime accuracy is low, the skill analyzes diagnostics and suggests concrete actions like retraining the HMM model or adding new features to improve performance.

What format does the performance report need to be in for trading parameter optimization?▼

The performance report for trading parameter optimization needs to be in a JSON file format, which the skill parses to extract diagnostics and Walk-Forward results for analysis.