Analytics

Community

AlekseiUL

analytics

Статистика Telegram-канала и YouTube. Просмотры, подписчики, ERR, топ постов/видео.

Overview

Publisher	AlekseiUL
Repository	`sprut-agent-kit`
Skill name	`analytics`
Stars	66
Forks	21
Bundled files	7
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
7 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by AlekseiUL on GitHub. Read the source before you install it.

Installation

Install the Analytics AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/AlekseiUL/sprut-agent-kit/tree/main/skills/analytics
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/AlekseiUL/sprut-agent-kit.git /tmp/sprut-agent-kit
mkdir -p .claude/skills
cp -r /tmp/sprut-agent-kit/skills/analytics .claude/skills/analytics

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Analytics in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Analytics on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Analytics is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Analytics - Статистика каналов

Возможности

Telegram (YOUR_CHANNEL)

Подписчики (точное число)
Просмотры, репосты, реакции каждого поста
ERR (Engagement Rate by Reactions)
Топ постов за период
Фильтр по периоду: 24h, 7d, 30d

YouTube (YOUR_YOUTUBE_HANDLE)

Просмотры, лайки по каждому видео (RSS, бесплатно)
С API-ключом: подписчики, комментарии, полная стата

Скрипты

bash
# Полная статистика за 7 дней
python3 skills/analytics/scripts/tg-stats.py --period=7d

# За сутки
python3 skills/analytics/scripts/tg-stats.py --period=24h

# За месяц, топ-10
python3 skills/analytics/scripts/tg-stats.py --period=30d --top=10

# JSON формат (для парсинга)
python3 skills/analytics/scripts/tg-stats.py --period=7d --json

YouTube (RSS - быстрый)

bash
python3 skills/analytics/scripts/yt-stats.py
python3 skills/analytics/scripts/yt-stats.py --json

YouTube (Analytics API - полная стата)

bash
# За 30 дней (по умолчанию)
python3 skills/analytics/scripts/yt-deep-stats.py

# За 7 дней
python3 skills/analytics/scripts/yt-deep-stats.py --days=7

# JSON
python3 skills/analytics/scripts/yt-deep-stats.py --days=30 --json

Глубокая аналитика: подписчики gained/lost, watch time, avg view duration, источники трафика, топ видео с удержанием.

Настройка

Telegram (готово ✅)

Авторизация: Telethon session в ~/.openclaw/tg-stats-session
Скрипт авторизации: scripts/tg-stats-auth.py
API ID: задайте через TG_API_ID env
Канал: YOUR_CHANNEL (ID: -1002484275132)

YouTube (готово ✅)

OAuth2 токен: ~/.openclaw/yt-analytics-token.pickle
Скрипт авторизации: scripts/yt-analytics-auth.py
Channel ID: YOUR_CHANNEL_ID
Google OAuth client: тот же что для gog (calendar)

Безопасность

Все данные read-only
Telethon session локально на local server
Никакие данные не отправляются наружу
Бот в канале с минимальными правами (только can_post_messages)

🔗 Связанные скиллы

Скилл	Связь
`creator-marketing`	Маркетолог использует данные analytics для рекомендаций по контенту
`copywriter`	Смотрит какие посты лучше заходят перед написанием новых
`youtube-seo`	Оптимизирует SEO на основе реальных данных (источники трафика, топ видео)

Примеры использования

"покажи статистику Telegram за неделю"
"топ постов за месяц"
"статистика YouTube"
"сравни просмотры за эту и прошлую неделю"
"какой пост лучше всего зашёл?"

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Analytics AI skill do?

Статистика Telegram-канала и YouTube. Просмотры, подписчики, ERR, топ постов/видео.

Why use Analytics on TypingMind?

Because you install it once and use it with any model. Analytics is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Analytics in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/AlekseiUL/sprut-agent-kit/tree/main/skills/analytics. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Analytics?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Analytics?

As many as you like. As long as a model supports skills, you can use Analytics with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Analytics AI skill free?

Yes. It is published on GitHub by AlekseiUL under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Analytics - Статистика каналов

Возможности

Telegram (YOUR_CHANNEL)

YouTube (YOUR_YOUTUBE_HANDLE)

Скрипты

Telegram

YouTube (RSS - быстрый)

YouTube (Analytics API - полная стата)

Настройка

Telegram (готово ✅)

YouTube (готово ✅)

Безопасность

🔗 Связанные скиллы

Примеры использования

Bundled files

Frequently asked questions

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