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Praxis mark: a continuous coaching loop

Praxis

A private, local-first desktop coach for video journaling, deliberate speaking practice, and useful reflection.

License · Issues · Product plan


Praxis turns a recording into a coaching loop: record, transcribe locally, review clear evidence-backed feedback, choose the next thing to practise, and come back stronger. Your recordings, transcripts, reports, goals, and progress remain in a journal folder you control.

Only the text needed for analysis is sent to the AI provider you choose. Media is never uploaded by Praxis for analysis.

What you can do

  • Record with a camera and microphone preview, device selection, and advanced capture controls.
  • Transcribe locally with Faster-Whisper and verify the installed transcription runtime.
  • Connect your own AI provider and model for analysis; credentials live in your system keyring.
  • Work across more than one coaching goal at once: journaling, language practice, communication, interview practice, presentation skills, and more.
  • Read reports built for action: the main lesson, evidence from the session, and the next practice step—not a wall of metrics.
  • Request a fresh analysis from a session whenever your goal or context changes.
  • Create single-language or bilingual subtitle tracks, translate them with your chosen model, burn them into an MP4, or export subtitle files separately.
  • Keep a local practice history and compare each session against your own baseline.

Run it locally

Praxis is a Linux-first Electron desktop app with a FastAPI backend.

git clone https://github.com/Twarga/praxies.git
cd praxies
uv sync --extra dev
cd frontend && npm install && cd ..
./scripts/dev.sh

The launcher starts the backend, Vite frontend, and Electron desktop window. Use ./scripts/dev.sh --web when you only need the browser surface.

Requirements: Python 3.12+, uv, Node.js/npm, and the normal desktop dependencies needed by Electron.

Install the released desktop app

curl -fsSL https://raw.githubusercontent.com/Twarga/praxies/main/scripts/install.sh | bash

The installer downloads the latest Linux AppImage, verifies its SHA-256 checksum, adds a praxis launcher and desktop entry, then starts onboarding. Use praxis --check to verify an existing installation or scripts/install.sh --uninstall to remove only application files.

How your data is handled

Data Where it lives
Video, audio, transcripts, reports, goals, and exports A journal directory you choose
Provider credentials Your unlocked desktop keyring
Text sent for analysis Only to the provider and model you explicitly activate
Recordings Never uploaded by Praxis for AI analysis

Project map

Path Purpose
frontend/ React, Vite, and Electron desktop interface
backend/ FastAPI app, local transcription, analysis, and export services
docs/ Product plans, architecture notes, and design decisions
scripts/ Installation, development, build, and verification helpers

Development and checks

# Backend tests
.venv/bin/python -m pytest -q

# Frontend tests
cd frontend && npm test

# Production frontend build
cd frontend && npm run build

Roadmap

The active remake plan is tracked in docs/REMAKE_PLAN.md. The current direction is a calmer desktop workspace, stronger recording controls, multi-goal coaching, readable reports, bilingual subtitle exports, and reliable local-first operation.

Contributing and security

Read CONTRIBUTING.md before opening a contribution. Please report security issues through the process in SECURITY.md, not through public issue comments.

Praxis is released under the MIT License.

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Private, local-first desktop coach for video journaling, speaking practice, local transcription, and evidence-backed AI feedback.

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