Project Proposal v1.1

The Talk &
The Walk

Turning political rhetoric into environmental accountability through AI and community action.

Product

WIWOKDETOK

Members

  • Meilyan Siwy
  • Oxilia Kosegeran

Institution

Klabat University

Category

Web App

Scroll to initialize

Problem & Urgency

Politicians make environmental promises; citizens have no way to verify what was said vs. what is actually happening on the ground. The gap between rhetoric and reality undermines trust and blocks accountability.

Traditional Media / News

Strengths

Wide reach Established

Weaknesses

No verification Ephemeral No accountability tracking

Social Media Activism

Strengths

Viral potential Community-driven

Weaknesses

Unverified claims Echo chambers No legal grounding

WIWOKDETOK

Strengths

Single source of truth AI + community verification Legal tools built-in

Weaknesses

Requires user participation Crawl dependency

Impact of the Website

1

Restored Public Trust

Creates a transparent, verifiable record that holds officials accountable to their environmental promises.

2

Citizen Empowerment

Equips ordinary citizens with AI-driven legal tools to report violations effectively and safely.

3

Data-Driven Policy Pressure

Aggregates community evidence into actionable data that NGOs and media can use to drive real change.

4

Environmental Visibility

Maps local ecological issues in real-time, making invisible problems impossible to ignore.

Solutions &
Objectives

WIWOKDETOK provides a single source of truth where the rakyat kecil can compare what politicians say with what is actually happening on the ground. The Talk (promises) meets The Walk (evidence) — with legal tools and AI to make accountability real.

The Talk Ledger

Continuously updated, publicly verifiable feed of environmental promises. Daily webcrawl, AI summaries, Walk-o-Meter scores, and Watchdog Commentary.

Bang Jaga AI

RAG-grounded legal assistant for Perda/UU. Draft Surat Pengaduan, upload evidence, live-streaming preview, PDF export, Share to Map.

Walk-o-Meter

Interactive map and evidence feed. Community verifications (Yes/No + photo + GPS), citizen complaints, trust tiers, Regional Leaderboard.

Profile & Gamification

7 Watchdog Levels from Warga Baru to Penjaga Lingkungan. Verified Citizen Badge, XP for civic actions, notification triggers.

Key Benefits

For Citizens

Verify local promises, report environmental violations with AI legal assistance, and gain a unified voice to demand accountability.

For Institutions

Access structured, community-verified data to oversee policy implementation and track regional sustainability goals efficiently.

For the Community

Build collective evidence through crowdsourced reporting, fostering a culture of active environmental stewardship and transparency.

Boundaries & Scope

Target personas, core functions, and platform boundaries for WIWOKDETOK.

Primary Users

Pak Budi (The Impacted): Android 10, prepaid data, low tech literacy — needs to stop factory waste near his house. Siska (The Urban Watchdog): iPhone, 5G, high tech literacy — wants to see which politicians meet carbon goals.

Rakyat KecilIndonesia

Functions

  • Promise Tracker (Talk Ledger)
  • Bang Jaga AI (Legal Assistant)
  • Walk-o-Meter (Map & Evidence Feed)

Limitations

  • Vote/Report/Comment require auth
  • Bang Jaga AI: authenticated only
  • Indonesian localization primary

Platform Support

Web app. Next.js App Router. Mobile-first for Pak Budi (low-end Android). Data-Saver mode for prepaid users. Map tiles, feed, and chat optimized for 4G.

DesktopFull Feature
MobileFull Feature + Data-Saver

The Unforgettable
Difference

WIWOKDETOK bridges The Talk (what politicians promise) and The Walk (what actually happens). The Walk-o-Meter score combines community Yes/No votes (60%) with official progress (40%) — a single, verifiable accountability metric.

Bang Jaga AI grounds answers in real Perda and UU via RAG. No invented laws. Citizens get Surat Pengaduan drafts, evidence upload, and Share to Map — turning consultation into on-the-ground visibility.

7 Levels
Watchdog Hierarchy (Warga Baru → Penjaga Lingkungan)
25+ Votes
Ground Truth Badge Threshold
Live & Scalable

Production Ready.
Not just a final exam project.

We aim higher than typical competition entries. WIWOKDETOK is engineered with high-quality, fully functional architecture designed for real-world deployment and scalability.

Fully Functional Architecture

Not a mockup. Real database, real authentication, and live API integrations.

Enterprise-Grade Tech

Built on Next.js App Router, Supabase, and pgvector for scalable performance.

Advanced AI Integration

Production RAG pipelines using Gemini Flash and vector embeddings, not just simple API wrappers.

Secure & Tested

Implemented with strict boundaries, authentication flows, and thorough documentation.

Project Timeline

From concept to production-ready system in under two weeks.

2-3 March

Brainstorm Ideas

Ideation, problem definition, and conceptualizing the core features of WIWOKDETOK.

3-4 March

Building PRD & Documentation

Drafting the Product Requirements Document, defining acceptance criteria, and establishing the single source of truth.

4-13 March

Developing

Vibe coding and document-driven system development. Building the full web architecture and AI integrations.

15 March

Building Proposal

Finalizing the presentation, documentation, and this very proposal page for submission.

Document Driven Development

How we built a production-ready system on a tight timeline using Vibe Coding.

Vibe Coding Workflow

Single Source of Truth for AI Agents

Before writing a single line of code, we initiated all requirements, documentation, acceptance criteria, and expected results. This document-first approach ensures the AI agent has a perfectly clear understanding of the project goals.

  • Zero Ambiguity: Detailed PRDs eliminate guesswork for the AI.
  • Rapid Iteration: Focus shifts from typing code to architectural direction.
  • High Quality: Acceptance criteria are baked into the prompt context.
1. Documentation
PRD, Specs, Criteria
2. AI Agent
Context-Aware Coding
3. Production
High-Quality Output

Technology Stack

Next.js 16, Supabase, Gemini Flash, MapLibre. FCP < 2s on 4G.

Frontend

  • Next.js 16
  • App Router
  • Tailwind CSS v4
  • Motion

Database & Auth

  • Supabase
  • Auth (Google OAuth + Email)
  • pgvector
  • Storage

AI & PDF

  • Google Gemini Flash
  • RAG (embeddings)
  • Puppeteer (PDF)
  • Server Actions

Map & Deploy

  • MapLibre GL JS
  • OpenStreetMap
  • Vercel
  • Resend (Email)

API & Integrations

Service / APIFunction
Google Gemini APIRAG chat, summarization, text embeddings
MapLibre GL JSInteractive map rendering, clustering
Supabase REST/RealtimeData sync, auth, vector search
Resend APITransactional emails, notifications

Quality Assurance &
Feedback

E2E tests cover gamification flows and auth guards. Performance, accessibility, and moderation rules are defined per feature spec.

E2E Coverage

Playwright E2E for profile Watchdog levels: baseline, XP increase, level transition at 100 XP, persistence. Auth guard on protected actions.

Performance Targets

Home feed FCP < 2s; evidence feed FCP < 1.5s; all on 4G. Non-functional requirements from PRD §6.

Accessibility

WCAG 2.1 AA minimum. All interactive elements keyboard-navigable. Min tap target 48×48dp.

Moderation & Security

UGC thresholds per feature docs. Malware scan on uploads. Location data never exposed beyond city-level.

E2E Coverage
profile-watchdog.spec.ts
Profile Watchdog Level
XP Increase
Level Transition
Auth Guard
FCP Targets

WIWOKDETOK Demo

Walk-o-Meter map with evidence pins. Bang Jaga AI chat. The Talk Ledger promise feed.

Video Coming Soon
LIVE_FEED
REC_001
00:00:00 / 00:05:32