Shera Clip

Turn IELTS class recordings into reviewed clips, locally

PythonFFmpegOpenRouterZoom APICLI

Repo

Role

Product Engineer

Duration

2026

Date

2026

Type

Rimons IELTS Internal Tool

By the Numbers

3 (web/desktop/CLI)

Interfaces

$1.50 / class

Paid-Step Cap

Phase 1

Prototype Stage

Overview

A local product for Rimons IELTS that turns Zoom class recordings into reviewable Facebook/YouTube clips: import MP4/VTT from Zoom cloud recordings month-at-a-time, rank candidate clips with AI, and render only after human approval in the review UI, so paid work is explicitly authorized and capped at USD 1.50 per class. One codebase serves three interfaces: web (python -m shera), desktop (shera desktop), and a CLI with JSON output so scripts and agents can drive the machine stages. The one-command installer sets up Python 3.12 and FFmpeg, creates the venv, adds Start-menu shortcuts, and finishes with a shera doctor checklist. This is a spec-first repo: the PRD is the sole authority, decisions carry recorded IDs, acceptance gates must pass on real classes before anything is publish-ready, and a phase-1 prototype is working today.

Tech Stack

PythonFFmpegOpenRouterZoom APICLI

Inside the Project

What it does, how it works, and what it ships.

how_to_reg

Human-in-the-Loop by Default

AI ranks candidate clips, but every render needs explicit human approval, and paid AI work is authorized per class with a hard dollar cap.

devices

One Codebase, Three Fronts

Web, desktop, and CLI share the same server; the CLI's JSON output lets scripts and agents drive machine stages without touching the human stages.

Zoom cloud-recording import, month at a time
Single OpenRouter key covers ranking, drafts, and speech-to-text fallback

star

Spec-First Governance

PRD as sole authority with recorded decision IDs
Acceptance gates on real classes before publish-readiness
Installer with shera doctor checklist; tests and docs CI

Outcomes

A working phase-1 prototype with the governance documents to keep it honest as it grows.

movie

Interfaces from One Server

how_to_reg

Human

Approved Renders

payments

$1.50

Class Cost Cap

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