AGENTS.mdA

AGENTS.md from axelfreeman/yandex-wordstat-guide is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add axelfreeman/yandex-wordstat-guide/AGENTS.md@git:20260811.ff8f6c4

Pins git:20260811.ff8f6c4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
axelfreeman/yandex-wordstat-guide
Path
AGENTS.md
Versions recorded
1
Latest version
git:20260811.ff8f6c4, committed Aug 11, 2026
Size
8,066 bytes
Repository stars
36
License
MIT

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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

The exact contents, by fingerprint
mdr add axelfreeman/yandex-wordstat-guide/AGENTS.md@sha256:2046fc5d2d3e8737

The line at the top of this page pins the label git:20260811.ff8f6c4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yroolvu6c7uxjjq5.svg)](https://markdownregistry.com/a/art_yroolvu6c7uxjjq5)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Aug 11, 2026.

versioncommittedcommitsizeaudit
git:20260811.ff8f6c4 latest2026-08-11 ff8f6c4 8,066 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • 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

GitHub

axelfreeman/yandex-wordstat-guide · 36 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 AI assistant 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.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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