Telegram Post Performance

See which kind of post on a Telegram channel gets readers to react, not just read.

v0.1.0

View example draft · How to use

Example draft

Pavel Durov’s channel

@durov, 10.1M subscribers, the latest 20 posts from July to October.

The answer

Posts where Durov takes a personal stance get 45 reactions per 1,000 views, more than twice product news (20) and contest posts (18).

Top posts

A two-emoji reply to Russia’s "terrorist" label drew 454K reactions. The wallet post "If your wallet doesn’t look like this…" drew 60.4K paid Stars, the most of any post.

What to do

Give feature news a personal line, as the wallet post did. Combine olympiad and contest posts into one weekly roundup. Keep stance posts rare and real.

From a real run on 2026-11-07.

What you get

  • Posts grouped by kind with reactions per 1,000 views
  • The top posts and their Star reactions
  • What to post more of and less of

Good fit

  • Reviewing your own channel
  • Benchmarking a competitor’s channel

Not for

  • Private channels
  • Subscriber growth over time

How to use

An Agent that can read the complete Skill folder. Live research also needs a SandBase connection; supplied material can be used without a lookup.

Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.

Download Skill v0.1.0

Ask your Agent

Use telegram-post-performance on @durov. Which kind of post gets the most reactions per view, and what should the channel post more of?

  1. Read the posts

    Pull the channel’s latest 20 posts with views and reactions.

  2. Group them

    Give each post a kind: product news, stance, events, milestone, personal.

  3. Compare

    Divide reactions by views for each kind and pick what to post next.

FAQ

How do I use this Skill?

Download and unpack the whole Skill folder, including references, into your Agent’s supported Skill directory. You can also ask the Agent to read its SKILL.md and follow the instructions. Run it locally with your own material.

Why reactions per view instead of views?

Views keep growing for weeks, so older posts always look bigger. Reactions per view compare posts fairly.