Home

Other AI Applications

Skill content

Fully Autonomous EA Development Pipeline Construction

The funds in the account have melted away again.

Why does the EA that others believed could win suddenly start losing once you start operating it yourself?

The answer iscruelly simple.

Because the “inside (logics)” and the “weak points” of the EA you’re using are in a black box that you do not understand at all.

When market conditions change, any EA will inevitably experience a drawdown period.

At that time, people who do not know the logic cannot endure the fear and will stop running it at the worst possible moment.

Would you like to end investing by simply buying someone else’s EA and praying?

What I do not want you to misunderstand is that I’m asking you to learn complex programming from scratch, nor is it about buying a “course that makes ChatGPT write code” sold for a few thousand yen. Both approaches, after the code is created, will face a flood of compile errors and parameter tuning.

Many people stumble here.

What is truly needed is a “system” that uses AI as an excellent programmer, handles logic conception to implementation, backtesting, and parameter exploration with near-automatic operation while detecting overfitting.

In other wordsEA Development Pipeline.

【What is this product】

In short, it is a “pipeline suite” to entrust the entire EA development process to an AI agent.

What you have to do is only decide the logic and answer AI’s questions. The AI writes the code, fixes compile errors, the included tool tests hundreds of parameter combinations, and the machine gate decides pass or fail.

Just by interacting with the AI agent, you can produce production-quality EAs.

By “production quality” here, we mean not merely a working EA, but one that satisfies the following:

・Compile passes with 0 errors and 0 warnings

・Built-in safety measures such as lot calculation, spread/time-filter, and daily-loss stop from the outset

・Results are read in net terms including fees and swaps, and remain stable even when not used for learning

・Initial parameter values and backtest report settings match (a misalignment here would be false reporting)

・All materials for the sales page (official report, manual, configuration files) are prepared

Even without programming experience, you can complete this process to the end. In practice, EA passing through this pipeline has been approved by third-party reviews and marketed.

However, whether your logic passes is another matter. This is a system to carry the product to a publishable level, not a magic that creates winning logic.

【What this EA Development Pipeline truly sells】

To be frank, this factory excels not at mass-producing EAs, but at ruling out and discarding inadequate logic before attempting to implement it.

In this EA development pipeline, I have validated converting famous strategies into automated trading one after another and rejected four in a row. It wasn’t that I couldn’t create them; they simply didn’t meet my own criteria. To prevent human expectations or biases from affecting judgments, the assessments are embedded in the aforementioned machine gates.

The most important thing in EA development is not to spend time implementing and optimizing a bad logic and become unable to let go; this pipeline stops you before that.

And those who pass the same criteria can actually be marketed. EAs processed through this pipeline have passed third-party reviews and are sold. In other words, this mechanism is not “a device that randomly marks things as bad.” If the logic has an edge, a market-ready EA of publishable quality can be completed.

【What I will deliver】

■ 1: AI Agent Workspace Suite (Command sheet, Rules, Skills)

Setting this in the AI’s working folder ensures the AI starts with an understanding of the testing order and absolute rules. You don’t need to write long instruction texts. Essentially, answer AI’s questions and the validations will progress in order.

■ 2: Complete Pipeline Manual

A comprehensive guide covering from ideation to validation, disqualification, and packaging for listing, with success criteria for each stage. You will use it to verify that the AI stays on track.

■ 3: Full Auto Parameter Optimization Module (no environment setup needed)

A dedicated tool that automatically and repeatedly searches parameters for EA development. It includes detection of over-optimization and anomaly detection for the validation environment. It can automatically scan your MT5 environment and generate configuration files, so you don’t need to manually trace paths.

■ 4: Common EA Framework (safety devices—9 components + sample for verification)

Prevents re-creating safety features like lot calculation, spread/time filters, daily-loss stops, and news avoidance every time.

■ 5: Minefield Pattern Collection — procedures to avoid mistakes I actually stepped on and caused damage

■ 6: Environment Requirements Document — PC specs, required software, and running costs

■ 7: Bulk prompts for Browser AI setup (for those who do not want to operate commands)

【Scope of Support】

What is included is the data set handed over above and 14 days of chat support for setup questions from purchase.

Please feel free to paste error screens; if it still won’t start, we offer a remote setup option with screen sharing.

What I most expect from this support is to help someone who uses MT5 but has never built an AI agent environment. Those developing EA likely have MT5, but some may be new to Claude Code or Codex setup.

This pipeline has been tested in a separate environment from my own development setup, but I have not validated initial construction on a PC that has never integrated an AI agent before.（Even if errors occur, the AI agent has self-correcting capabilities.）

That said, there may be anxieties. For those who stumble on the environment setup, I will devote extra time during the 14-day chat. Please feel free to paste the error screen as-is. If it still cannot start, we also offer a remote setup option with screen sharing.

Also, there is a one-month side-by-side support option to design and implement your logic together. It includes a kickoff video call and dates to be arranged separately.

【How to proceed】

1. After purchase, we will hand over the data set

2. Prepare the environment on your own PC according to the environment requirements (setup assistance is also available as an option)

3. Set the workspace to the AI’s working folder and proceed with validation by answering AI’s questions

4. If you get stuck, ask questions in the 14-day chat

【Why this service】

■ Strength 1: No programming knowledge required

You do not need to write a single line of code.If an error occurs, just feed the error message back to the AI.

AI can recognize its own mistakes and keep correcting them.

■ Strength 2: Liberation from the black box

All logic is built by you in dialogue with the AI.

Because you can verify which market conditions are challenging and which are favorable using validation data, the vague fear of operating someone else’s EA disappears.

■ Strength 3: From “buyer” to “maker”

Once you have this EA development pipeline, you can remake it yourself when market conditions change

. It becomes a portable skill rather than a one-off information product.

【Please read before purchase】

・This product provides methods, tools, and learning support for developing and validating EAs and does not guarantee profits. Past validation results do not guarantee future results.

・This product is not investment advice or an investment advisor. It does not recommend buying or selling specific financial instruments, and contains no activities that fall under investment advisory or agency under the Financial Instruments and Exchange Act. Investment decisions are the customer’s responsibility.

・We do not guarantee that your logic will pass. It is possible to receive a disqualification, and the process leading to that decision is part of the service.

・The main product does not include one month of side-by-side support. If you want side-by-side assistance, please select an add-on option.

・Operating environment is Windows 10/11 (64-bit). Mac is not supported. It is assumed you already have MetaTrader 5.

・A paid plan for the AI agents (Claude Code / Codex) is required separately. The free tier has usage limits that will halt testing. The cost is not included in this product’s price. The approximate monthly fee starts around 3,000 yen and may change; please check the official site for current details.

・Refunds are not possible after data is handed over. Cancellations are possible before delivery. If you have questions, please contact us via chat before purchase.

FAQ

Isn’t 150,000 yen too expensive? Other EA teaching materials can be purchased for a few thousand to tens of thousands of yen, but what is the difference?

If other teaching materials teach how to use a single fishing rod, this service provides the very "system that can determine where there are no fish in advance." A material costing a few thousand yen ends by teaching "how to make ChatGPT write code." But the truly difficult part is the process after having the code written—fixing compilation errors, backtesting, and detecting over-optimization. This service gives you the "blueprint and tools" to let AI handle that entire process. Note that the collaborative on-ramp support to create the first version together is not included in the main offering and is provided as an optional addon.

Is it really okay even if my programming knowledge is zero?

This service is not about teaching programming; it is about mastering the process of how to give instructions for AI to write (prompts) and how to provide input to AI when errors occur so that it can automatically fix them. You do not need to write a single line of code. For 14 days from your purchase, we will respond to your setup questions via chat. If you would like support in building the first version together while sharing screens, please choose the parallel-running support option.

It is said that a separate charge for AI agents is required, but how much does it cost specifically? Also, which service do I need to subscribe to?

Please subscribe to Claude Code or Codex paid plans. The included workspace bundle is designed based on these two, so simply opening the folder loads the rules. A plan around 3,000 yen per month is sufficient. If development workload increases, switch to a higher plan. In the free tier, usage limits cause validation to stop midway. A batch prompt is included so you can proceed with a browser AI (Claude.ai / ChatGPT / Gemini, etc.), but in that case we still recommend a paid plan. All of these costs are paid directly to each company and are not included in the service fee. Fees and plan names are subject to change, so please check the official websites of each company.

If I opt for the parallel-running support option, will I be able to develop on my own after that one month has passed?

Our utmost goal is to send you off while in a state that can be developed. During the one-month period, we are committed to completing at least once the sequence of stages: verbalizing ideas → providing instructions to AI → fixing compilation errors → backtesting → machine-gate pass/fail judgment. Once you memorize this cycle by hand once, you can run the next logic at your own pace thereafter. Note that we do not promise that the judgment result will be a pass.

I am a Mac user, but I am in an environment where Windows MT4/MT5 cannot be used. Can I use this service?

Sorry, this is excluded because it is intended only for Windows.

Additional options

Seller information

ナンピン・ハイレッバー

Japan

Identity confirmed

NDA concluded

はじめまして。データ分析と統計に基づいたEA開発を行っているシステムトレーダーです。私の開発哲学は「相場の不確実性をデータで補完し、生き残り続けるためのロジックを追求すること」です。単なるバックテストの数値だけでなく、Pythonを用いた独自のスプレッドシート解析や、マジックナンバー別の詳細な成績追従を行い、ロジックが現在の相場に適合しているかを常に多角的に検証しています。これまでの開発では、特にゴールド（XAUUSD）やシルバー（XAGUSD）といった貴金属市場のボラティリティに着目してきました。派手な勝率や一過性の利益を追うのではなく、「SL（ストップロス）を必ず設定する」「マーチンゲールといったギャンブル的要素を一切排除する」というリスク管理を大前提としています。「なぜその価格でエントリーしたのか」を明確に言語化・数値化できるロジックのみを採用しています。長期的に安定した運用を目指す皆様に、信頼できるツールを提供し続けることをお約束します。