> For the complete documentation index, see [llms.txt](https://arterm-sedov.gitbook.io/samples/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://arterm-sedov.gitbook.io/samples/readme.md).

# Prompting & Writing Samples

## Arte(r)m Sedov

<https://www.linkedin.com/in/arterm/>

<https://github.com/arterm-sedov/>

## Sample Rubrics

* [AI Engineering & Prompting](#ai-engineering-and-prompting)
* English
  * [CMW Platform docs](#cmw-platform-english)
  * [Misc samples](#misc-samples-english)
* Russian
  * [CMW Platform docs](#cmw-platform-russian)
  * [Misс samples](#misc-samples-russian)

## AI Engineering & Prompting

* [**CMW Knowledgebase RAG agent (repo)**](https://github.com/arterm-sedov/cmw-rag)
  * [**Demo**](https://ennoia.slickjump.org/)
  * [**System Prompt**](https://github.com/arterm-sedov/cmw-rag/blob/main/rag_engine/llm/prompts.py)
* [**CMW Platform Copilot (repo)**](https://github.com/arterm-sedov/cmw-platform-agent)
  * [**Demo**](https://arterm-sedov-cmw-copilot.hf.space/)
  * [**System Prompt**](https://github.com/arterm-sedov/cmw-platform-agent/blob/main/agent_ng/system_prompt.json)
  * [**Chat Sample `deepseek-chat-v3.1` (EN/ES)**](https://github.com/arterm-sedov/cmw-platform-agent/blob/main/.chat_samples/CMW_Copilot_20250920_193030.md)
  * [**Chat Sample `grok-code-fast-1` (RU)**](https://github.com/arterm-sedov/cmw-platform-agent/blob/main/.chat_samples/CMW_Copilot_20250920_232546.md)
  * [**Chat Sample `gpt-5-mini` (RU)**](https://github.com/arterm-sedov/cmw-platform-agent/blob/main/.chat_samples/CMW_Copilot_20250920_233918.md)
* [**System Prompt for RAG Agents on the CMW Knowledge Base**](https://raw.githubusercontent.com/arterm-sedov/cbap-mkdocs-ru/refs/heads/platform_v5/prompts/perplexity_space.md)
  * [**Perplexity Space with the CMW Knowledge Base**](https://www.perplexity.ai/spaces/kb-comindware-ru-KZ9yGLK5TbyQFTFbOZrNTA#0)
  * [**DeepWiki Space with the CMW Knowledge Base**](https://deepwiki.com/arterm-sedov/cbap-mkdocs-ru)
* [**GAIA Benchmark Agent (repo)**](https://github.com/arterm-sedov/agent-course-final-assignment/)
  * [**System Prompt (Final JSON)**](https://github.com/arterm-sedov/agent-course-final-assignment/blob/main/system_prompt.json)
  * [**System Prompt for GAIA Benchmark Agent (Early Markdown)**](https://github.com/arterm-sedov/agent-course-final-assignment/blob/main/system_prompt.md)
  * [**Cursor Rule for Code Analysis and App Generation**](https://github.com/arterm-sedov/agent-course-final-assignment/blob/main/.cursor/rules/agents-course-rule.mdc)
* [**CMW Knowledgebase Mkdocs (repo)**](https://github.com/arterm-sedov/cbap-mkdocs-ru/)
  * [**Cursor Rule for Git Commits**](https://github.com/arterm-sedov/cbap-mkdocs-ru/blob/platform_v5/.cursor/rules/cmwhelp_commit.mdc)
  * [**Cursor Rule for Documentation Generation**](https://github.com/arterm-sedov/cbap-mkdocs-ru/blob/platform_v5/.cursor/rules/cmwhelp.mdc)
  * [**Cursor Rule for Coding Assitance**](https://github.com/arterm-sedov/agent-course-final-assignment/blob/main/.cursor/rules/agents-course.mdc)
  * [**CMW Knowledge Base AI Ingestion Content and Prompts EN 115k tokens**](https://raw.githubusercontent.com/arterm-sedov/cbap-mkdocs-ru/refs/heads/master/kb.cmwlab.com.platform_v4_for_llm_ingestion.md)
  * [**CMW Knowledge Base AI Ingestion Content and Prompts EN/RU 1.6M tokens**](https://raw.githubusercontent.com/arterm-sedov/cbap-mkdocs-ru/refs/heads/platform_v5/kb.comindware.ru.platform_v5_for_llm_ingestion.md)

## CMW Platform (English)

* [**Low-Code Development Course**](https://kb.cmwlab.com/article.php?id=1110)
* [**RESTful Web API Guide**](https://kb.cmwlab.com/article.php?id=1941)
* [**Low-Code Platform Help Excerpt**](https://arterm-sedov.gitbook.io/low-code-platform-help-excerpt/)
* [**CMW Platform Architecture, Landscape, and Software & Hardware Configuration**](https://kb.cmwlab.com/article.php?id=2152)
* [**Generate Notification Body Using a Template with Placeholders**](https://kb.cmwlab.com/article.php?id=2082)
* [**Configure an Export Template with C# Data Processing**](https://kb.cmwlab.com/article.php?id=1943)
* [**Generate a QR Code Using C# and a Third-Party Service on Button Click**](https://kb.cmwlab.com/article.php?id=1947)
* [**Import Data into Excel via API**](https://kb.cmwlab.com/article.php?id=1955)
* [**Blog article SEO editing**](https://www.behance.net/gallery/149391945/Comindwarecom-blog-article-SEO-editing)

### Misc samples (English)

* [**Git Basics. Working with Branches**](https://arterm-sedov.gitbook.io/git-tutorial-sample/)
* [**Get Started with Docker. Create a Docker Image**](https://github.com/arterm-sedov/docker-tutorial)
* [**Route4Me API Summary**](https://arterm-sedov.gitbook.io/route4me-api-summary/)
* [**Vexel.com How-to Video Voiceover and FAQ**](https://www.behance.net/gallery/150137233/Cryptocurrency-how-to-video-voiceover-and-FAQ-text)
* [**Auto.ae Website**](https://auto.ae/sale/car/all/?page=1)

## CMW Platform (Russian)

* [**Low-Code Development Courses**](https://kb.comindware.ru/article.php?id=5123)
* [**Complete Guide PDF**](https://raw.githubusercontent.com/arterm-sedov/cbap-mkdocs-ru/refs/heads/platform_v5/Comindware%20Platform%205.0.%20Общее%20руководство.pdf)
* [**API Guide**](https://kb.comindware.ru/article/metody-web-api-4861.html)
* [**How to Send Sequests to External SQL DB**](https://kb.comindware.ru/article.php?id=4706)
* [**C# Integration Adapter Developer Guide**](https://kb.comindware.ru/article.php?id=4672)
* [**How to Configure Damic Form Elements Reference (With Animation)**](https://kb.comindware.ru/article.php?id=4785#form_dynamic_elements_table)
* [**How to Write DB Requests Using Formulas**](https://kb.comindware.ru/article.php?id=4997)
* [**C# Plugin Developer Guide**](https://kb.comindware.ru/article.php?id=4864)

## Misc samples (Russian)

* [**Delta.App Website, App UI, and App Store Description**](https://play.google.com/store/apps/details?id=io.getdelta.android\&hl=ru\&gl=RU\&pli=1)
* [**RemotEMDR Website**](https://www.remotemdr.com/ru/)
* [**Republique Game Episodes 2–5 and App Store Description**](https://store.steampowered.com/app/317100/Republique/?l=russian)
* [**Radiant Defence Game and App Store Description**](https://apps.apple.com/ru/app/radiant-defense/id512203663?platform=ipad)
* [**MMA Manager 2: Ultimate Fight Game and Appstore Description**](https://play.google.com/store/apps/details?id=com.funrock.mma.manager\&hl=ru\&gl=ru)
* [**VIDT — iOS Video Editor UI and App Store Description**](https://apps.apple.com/ru/app/vdit-%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-%D1%80%D0%B5%D0%B4%D0%B0%D0%BA%D1%82%D0%BE%D1%80/id1483410865?l=ru)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://arterm-sedov.gitbook.io/samples/readme.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.