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Personal English Lesson

Voice practice → errors and next lesson

A robot tutor analyzes voice, saves errors to cards, and returns them via spaced repetition

In short

Ordinary trainers don't remember the user's real mistakes and work situations, so regular practice quickly becomes generic and boring.

Outcome

A voice agent analyzes the utterance, creates corrective cards, and deterministically returns weaknesses in subsequent short lessons.

How the automation runs

Trigger

The user sends a voice utterance or it's time for a personal lesson

Automation steps

  1. Transcribes voice and saves original utterance in personal circuit
  2. Highlights errors and returns explanation with correct variant
  3. Records cards in a deterministic repetition queue
  4. Assembles the next lesson from weaknesses and voices the response

Human check

The user manages their schedule, storage, and data deletion; the bot works only for an authorized account and does not evaluate people publicly.

Outcome

A voice agent analyzes the utterance, creates corrective cards, and deterministically returns weaknesses in subsequent short lessons.

Automation diagram

The overall logic is public
Input
TriggerThe user sends a voice utterance or it's time for a personal lesson
System
Step 1Transcribes voice and saves original utterance in personal circuit
System
Step 2Highlights errors and returns explanation with correct variant
System
Step 3Records cards in a deterministic repetition queue
System
Step 4Assembles the next lesson from weaknesses and voices the response
Human
Human controlThe user manages their schedule, storage, and data deletion; the bot works only for an authorized account and does not evaluate people publicly.
Outcome
Observable outcomeA voice agent analyzes the utterance, creates corrective cards, and deterministically returns weaknesses in subsequent short lessons.

Using it

When to use it

Daily language practice is needed for real pitches, calls, and correspondence, remembering personal mistakes.

How to verify

Voice returns analysis and voicing, cards appear at set intervals, the lesson uses real weaknesses, and an unauthorized account is rejected.

Tools

telegramagent runtimedeepgramgeminiopenai ttssqlite

Recipe details

Time2–3 eveningsDifficulty3 of 5Steps6Prerequisites4
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