jerome-benoitCommunity·10 Agent Skills Included

freqai-strategies

Machine learning crypto trading strategies with backtesting

Builds and runs machine learning trading strategies for Freqtrade, including regression-based and reinforcement learning models. Handles backtesting, hyperparameter optimization, and reward analysis without manual configuration of complex trading pipelines. Ships Docker setups and spec-driven change workflows so strategies can be tuned, tested, and deployed faster.

57|17

↗

npx skills add jerome-benoit/freqai-strategies --all -g -y

Available:

Gives your AI agent repository-wide coding rules for configuration defaults, statistics, testing, and documentation so it modifies the trading strategies consistently.

All Skills in This Repository (10)

Pure Emerald Level Indicators

📦 In Repo

jerome-benoit

openspec-apply-change

Automate OpenSpec change application across proposal, specs, design, and tasks.

openspec-explore

Explore problems and clarify requirements with ASCII diagrams.

openspec-verify-change

Parse delta specs and generate a verification report with prioritized issues.

openspec-new-change

Automate OpenSpec change creation with artifact-driven workflow scaffolding.

openspec-archive-change

Archive completed OpenSpec changes after validating artifacts and tasks.

openspec-onboard

Guide teams through a phased OpenSpec onboarding workflow from preflight to archive.

openspec-bulk-archive-change

Archive multiple OpenSpec changes in a single batch while preserving metadata.

openspec-continue-change

Generate the next OpenSpec artifact from templates with dependency checks.

openspec-sync-specs

Merge delta specifications into main specs with guardrails for review.

openspec-ff-change

Scaffold OpenSpec change structures and generate artifacts in dependency order.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install freqai-strategies?▼

Run `npx skills add jerome-benoit/freqai-strategies --all -g -y` in your terminal to install all skills in this suite globally.

What does freqai-strategies do?▼

It provides ready-to-run Freqtrade strategies that use machine learning and reinforcement learning models to trade crypto, with backtesting and hyperparameter tuning included.

How do I run the QuickAdapter strategy?▼

Copy the config template, add your exchange API keys, then start it with `docker compose up -d --build` from the quickadapter folder.

Does it support reinforcement learning trading?▼

Yes. The ReforceXY strategy trains reinforcement learning agents and includes a reward space analysis tool to evaluate trading behavior.

Do I need coding experience to use these strategies?▼

Basic setup only requires editing a JSON config file and running Docker commands, while your AI agent can handle deeper code changes using the included skills.