AGENTS.md agentsA
AGENTS.md is agent-read markdown (agents) from axelfreeman/yandex-wordstat-guide.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# AGENTS.md — Yandex Wordstat Guide for AI Agents **A toolkit for AI agents to collect Yandex search query statistics programmatically.** Use this repo to gather Russian-language search semantics, find trending topics, and feed structured keyword data into LLMs for SEO content generation — all without the manual Wordstat UI. ## What this project is Yandex Wordstat is the only source of real search volume data for the Russian-speaking internet (Runet). This project wraps the [Yandex Search API v2](https://yandex.cloud/ru/docs/search-api/) into Python scripts that an AI agent can invoke directly. The output is structured JSON — ready to pipe into DeepSeek, GPT, or Claude for content generation. ## Quick start for AI agents ### Prerequisites ```bash # 1. Clone git clone https://github.com/axelfreeman/yandex-wordstat-guide.git cd yandex-wordstat-guide # 2. Install deps pip install -r requirements.txt # only 'requests' # 3. Set credentials export WORDSTAT_API_KEY="AQVN..." # Yandex Cloud API key export WORDSTAT_FOLDER_ID="b1g..." # 20-char folder ID — must be exactly 20 chars! ``` ### Your first collection ```bash …
Read the whole file at its exact version.
How to install
mdr add axelfreeman/yandex-wordstat-guide/AGENTS.md@git:20260811.ff8f6c4mdr add axelfreeman/yandex-wordstat-guide/AGENTS.md@sha256:2046fc5d2d3e8737Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_yroolvu6c7uxjjq5)
1 badge views in 30 days
Versions
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (8066 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
axelfreeman/yandex-wordstat-guide · 35 stars · license MIT · pushed 2026-09-19 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_yroolvu6c7uxjjq5 GET https://markdownregistry.com/api/v1/resolve?ref=axelfreeman/yandex-wordstat-guide/AGENTS.md GET https://markdownregistry.com/api/v1/blob/2046fc5d2d3e87379023670c2cb9e780f2c3fde736a6ccdaecf009d99c873649
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
More from axelfreeman/yandex-wordstat-guide
Every file in axelfreeman/yandex-wordstat-guide