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speak-kraliki

@m-check1B/mono-applications
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Voice-first employee feedback platform (Speak by Kraliki). Use when working on Speak product docs, voice conversation pipeline, survey workflows, analytics/insights, action loop features, auth, or platform-2026 integrations.

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SKILL.md

name speak-kraliki
description Voice-first employee feedback platform (Speak by Kraliki). Use when working on Speak product docs, voice conversation pipeline, survey workflows, analytics/insights, action loop features, auth, or platform-2026 integrations.

Speak by Kraliki

Use this skill to navigate and extend the Speak by Kraliki app: a voice-driven employee sentiment platform built with stack-2026 standards.

Product Summary

Capture anonymous employee feedback through AI voice conversations, then surface sentiment, topics, and action loops for leadership.

Architecture Overview

Employee → Magic Link → Voice UI → WebSocket Voice Pipeline
                                   ↓
                            FastAPI Backend
                                   ↓
                Conversations + Insights + Action Loop

Key Directories

backend/app/
├── core/        # Config, auth, database
├── models/      # SQLAlchemy models
├── schemas/     # Pydantic schemas
├── services/    # Voice AI, analysis, email
└── routers/     # API endpoints

frontend/src/
├── routes/      # v/[token], dashboard, login
└── lib/
    ├── api/     # REST client
    └── stores/  # Auth + voice state

Core Flows

Voice Conversation

  1. Employee opens magic link (/v/[token]).
  2. WebSocket connects to /api/vop/voice/*.
  3. Gemini 2.5 Flash handles STT/TTS and conversation logic.
  4. Conversation stored, insights generated, alerts triggered.

Action Loop

  1. Leadership reviews insights.
  2. Issues marked heard/resolved.
  3. Employees receive closure updates (when configured).

API Surface

  • Auth: /api/auth/*
  • Surveys: /api/vop/surveys/*
  • Voice: /api/vop/voice/*
  • Conversations: /api/vop/conversations/*
  • Actions: /api/vop/actions/*
  • Alerts: /api/vop/alerts/*
  • Insights: /api/vop/insights/*
  • Employees: /api/vop/employees/*

Development Commands

# Backend
cd backend
source .venv/bin/activate
uvicorn app.main:app --reload

# Frontend
cd frontend
npm run dev

# Docker
docker compose up -d

# Migrations
cd backend
alembic revision --autogenerate -m "description"
alembic upgrade head

Integration Points

  • Platform-2026 packages: voice-core, auth-core, events-core
  • Design system: Modern Brutalism (style-2026)
  • Ports: Backend 8020, Frontend 5175

Guardrails

  • Keep employee data anonymous by default.
  • Enforce consent + transcript review before persistence.
  • Do not bind dev services to 0.0.0.0; use 127.0.0.1 only.

See CLAUDE.md for project-specific conventions and commands.