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saras

Coordinate language coaching via voice notes, corrections, and practice plans.

Updated Apr 16, 2026
Search Tags:#analytics#video#pronunciation#remotion#voice-notes#language-coaching#tts-stt
One-click install
npx skills add https://github.com/rajagurunath/saras-wingman --skill saras
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: saras
Source: https://github.com/rajagurunath/saras-wingman/tree/main/Saras/wingman
Command: npx skills add https://github.com/rajagurunath/saras-wingman --skill saras

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Saras solves the challenge of turning language learning into a consistent, voice-first habit by providing end-to-end coaching, pronunciation feedback, visual teaching content, and a personal knowledge base that adapts to learner and owner needs.

Core Features & Use Cases

  • Voice-note-based coaching with real-time pronunciation feedback
  • Short Remotion teaching videos and Anki-style drills tailored to mistakes
  • Owner-mode analytics and engagement summaries for administrators
  • Knowledge-base integration (karpathy-llm-wiki) for personalized explanations and long-term retention
  • Two-audience model: Learner coaching and Owner analytics to monitor progress

Quick Start

Start Saras by telling her your target language and platform (WhatsApp or Telegram) to begin a personalized coaching loop.

Frequently Asked Questions about saras

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get personalized language coaching through voice notes?▼

Language coaching through voice notes is delivered by specifying your target language and choosing a platform like WhatsApp or Telegram to initiate an automated practice loop with real-time pronunciation feedback.

Can I generate Remotion teaching videos for pronunciation mistakes?▼

Remotion teaching videos can be generated to visually address pronunciation mistakes, functioning alongside Anki-style drills to reinforce language retention and correct recurring speaking errors.

Does Saras support integration with ElevenLabs TTS and STT?▼

Saras integrates with ElevenLabs TTS and STT technologies to process voice inputs and generate high-quality speech outputs for comprehensive spoken language evaluation and coaching.

What is the difference between Learner and Owner modes?▼

Learner mode provides daily speaking practice and pronunciation corrections, whereas Owner mode offers analytics and engagement summaries to help administrators monitor learner progress and overall system effectiveness.

How does a voice-first language coach maintain long-term learner memory?▼

A voice-first language coach maintains long-term memory by integrating a knowledge base to generate personalized explanations, applying Anki-like drills, and persistently logging learner events to adjust future practice plans.

Are there analytics available for tracking language learning progress?▼

Owner-mode analytics are available to track language learning progress, providing engagement summaries and monitoring data to evaluate learner consistency and coaching effectiveness over time.

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