Block 1 - AI Agent
- Type / Role
- @n8n/n8n-nodes-langchain.agent - agent
- Config choices
- Version 2.2
Generate stock market insights with technical analysis, AI, and Telegram publishing
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Important notice
This workflow is provided as-is. Please review and test before using in production.
1. Workflow Overview
AI Stock Analytics & BCS "Profit" Social Network Publishing Workflow This workflow automatically generates stock market insights for selected tickers (e.g. GAZP, SBER, LKOH) using historical dat...
Best for
- Crypto Trading automation workflows
- AI Summarization automation workflows
- advanced n8n builders looking for reusable templates
Tools used
@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenrouter, n8n-nodes-base.scheduletrigger, n8n-nodes-base.executeworkflow, n8n-nodes-base.telegramtrigger, n8n-nodes-base.telegram, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.set
Source and attribution
This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Sergey Skorobogatov.
Original n8n.io source1.1 Workflow description
- Title
- Generate stock market insights with technical analysis, AI, and Telegram publishing
- Workflow name
- Generate stock market insights with technical analysis, AI, and Telegram publishing
📈 AI Stock Analytics & BCS "Profit" Social Network Publishing Workflow
This workflow automatically generates stock market insights for selected tickers (e.g. GAZP, SBER, LKOH) using historical data, technical indicators, and an AI model. The results are then sent to Telegram for quick moderation and publishing.
🔑 What this workflow does
- Runs twice a day on a schedule with a predefined list of tickers.
- Fetches historical market data from a broker API.
- Calculates key technical indicators (RSI, EMA/SMA, MACD, Bollinger Bands, ADX).
- Generates an investment post (title + summary) using an LLM.
- Stores results in a PostgreSQL database.
- Sends a draft post to Telegram with inline buttons “Publish” and “Retry”.
- Handles Telegram actions: publishes the post to the final channel or re-runs the generation process.
📌 Key features
- Multi-ticker support in a single run.
- Automatic error handling (e.g. missing data or invalid AI JSON output).
- Human-in-the-loop moderation through Telegram before publishing.
- PostgreSQL integration for history and analytics storage.
- Flexible structure: easy to extend with new tickers, indicators, or publishing channels.
🛠️ Nodes used
- Trigger: Schedule (twice daily) + Telegram Trigger (button callbacks).
- Data: HTTP Request (broker API), Function (technical analysis calculations).
- AI: OpenAI / OpenRouter with structured JSON output.
- Storage: PostgreSQL (analytics history).
- Messaging: Telegram (drafts and publishing).
🚀 Who is this for
- Fintech startups looking to automate market content.
- Investment bloggers posting daily stock analysis.
- Analysts experimenting with trading strategies on real market data.
1.2 Logical Blocks
This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.
2. Block-by-Block Analysis
Block 2 - OpenRouter Chat Model
- Type / Role
- @n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
- Config choices
- Version 1
Block 3 - Schedule Trigger
- Type / Role
- n8n-nodes-base.scheduleTrigger - scheduleTrigger
- Config choices
- Version 1.2
Block 4 - Execute Auth Login
- Type / Role
- n8n-nodes-base.executeWorkflow - executeWorkflow
- Config choices
- Version 1.2
Block 5 - Execute Auth Trade API
- Type / Role
- n8n-nodes-base.executeWorkflow - executeWorkflow
- Config choices
- Version 1.2
Block 6 - Telegram Trigger
- Type / Role
- n8n-nodes-base.telegramTrigger - telegramTrigger
- Config choices
- Version 1.2
Block 7 - Ошибка публикации
- Type / Role
- n8n-nodes-base.telegram - telegram
- Config choices
- Version 1.2
Block 8 - Успешно опубликовано
- Type / Role
- n8n-nodes-base.telegram - telegram
- Config choices
- Version 1.2
Block 9 - Structured Output Parser
- Type / Role
- @n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
- Config choices
- Version 1.3
Block 10 - Get Action Type
- Type / Role
- n8n-nodes-base.set - set
- Config choices
- Version 3.4
Block 11 - Exist type and id
- Type / Role
- n8n-nodes-base.if - if
- Config choices
- Version 2.2
Block 12 - Get Post By Id
- Type / Role
- n8n-nodes-base.postgres - postgres
- Config choices
- Version 2.6
Block 13 - Ошибка генерации
- Type / Role
- n8n-nodes-base.telegram - telegram
- Config choices
- Version 1.2
Block 14 - Исторические данные
- Type / Role
- n8n-nodes-base.httpRequest - httpRequest
- Config choices
- Version 4.1
Block 15 - Рассчет TA
- Type / Role
- n8n-nodes-base.code - code
- Config choices
- Version 2
Block 16 - ID Generation
- Type / Role
- n8n-nodes-base.crypto - crypto
- Config choices
- Version 1
Block 17 - Отправка поста на валидацию
- Type / Role
- n8n-nodes-base.telegram - telegram
- Config choices
- Version 1.2
Block 18 - Публикация постав в Профите
- Type / Role
- n8n-nodes-base.httpRequest - httpRequest
- Config choices
- Version 4.2
Block 19 - Развилка
- Type / Role
- n8n-nodes-base.switch - switch
- Config choices
- Version 3.2
Block 20 - Собираем пост
- Type / Role
- n8n-nodes-base.code - code
- Config choices
- Version 2
Block 21 - Send a text message
- Type / Role
- n8n-nodes-base.telegram - telegram
- Config choices
- Version 1.2
Block 22 - Сохранение поста
- Type / Role
- n8n-nodes-base.postgres - postgres
- Config choices
- Version 2.6
Block 23 - Данные для анализа (тут указываются ticker)
- Type / Role
- n8n-nodes-base.code - code
- Config choices
- Version 2
Block 24 - Sticky Note2
- Type / Role
- n8n-nodes-base.stickyNote - stickyNote
- Config choices
- Version 1
Showing the first 24 of 25 workflow blocks. Download the JSON for the full node graph.
3. Summary Table
| Workflow | Generate stock market insights with technical analysis, AI, and Telegram publishing |
|---|---|
| Complexity | advanced |
| Nodes | 25 |
| Categories | Crypto Trading, AI Summarization |
| Author | Sergey Skorobogatov |
| Published | 31 Aug 2025 |
4. Reproducing the Workflow from Scratch
-
1. Download the workflow JSON
Use the JSON export at /data/workflows/8094/8094.json as the source template for this automation.
-
2. Import the template into n8n
Open n8n, import the downloaded JSON, and review each node before activating the workflow.
-
3. Configure credentials and variables
Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
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4. Test with sample data
Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
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5. Activate and monitor
Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.
5. General Notes & Resources
Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.
Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.
Frequently asked questions
What does Generate stock market insights with technical analysis, AI, and Telegram publishing do?
AI Stock Analytics & BCS "Profit" Social Network Publishing Workflow This workflow automatically generates stock market insights for selected tickers (e.g. GAZP, SBER, LKOH) using historical dat...
What do I need before importing this workflow?
Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.
Can I customize this workflow?
Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Crypto Trading, AI Summarization use case.