Stage296: Verification Dashboard + Stage289 API Integration + Search / Filter + Export + SQLite Persistence

Overview

Stage296 introduces a verification dashboard layer on top of the existing verification system.

This stage enables:

• Real-time visibility into verification results
• Aggregated metrics for decision-making
• Monitoring of upstream verification health

Stage296 transforms the system from a logging tool into an operational decision system.

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Key Evolution

Stage295:

• Verification delegated to Stage289 API
• SQLite persistence
• Search / filter / export

Stage296:

• Dashboard visualization
• System-level metrics
• Trust score distribution
• Upstream health monitoring

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What This Stage Proves

• Verification results can be aggregated into meaningful system metrics
• Operational health (accept/reject/error) can be observed in real time
• Trust score distribution can be analyzed
• Upstream verification failures are measurable and visible
• The system can support decision-making, not just logging

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Architecture

User Input
→ Stage296 UI
→ Stage289 Verification API
→ Verification Result
→ SQLite Storage
→ Dashboard Aggregation
→ Visualization / Export

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Dashboard Metrics

Core Metrics

• Total Results
• Accept Rate (%)
• Reject Rate (%)
• Pending Rate (%)
• Upstream Error Rate (%)
• Average Trust Score

Aggregations

Decision Summary

• accept count
• pending count
• reject count

Upstream Summary

• ok
• error
• unknown

Trust Score Distribution

• 0.0–0.2
• 0.2–0.4
• 0.4–0.6
• 0.6–0.8
• 0.8–1.0

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Features

• Verification UI (browser)
• Stage289 API integration (real verification)
• SQLite persistence (data/stage296.db)
• Dashboard visualization
• Decision filtering (accept / pending / reject)
• URL partial search
• Trust score filtering
• JSON export
• CSV export
• Upstream status tracking
• Detailed result inspection
• Fail-closed enforcement

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API

Health

GET /api/health

Verify

POST /api/verify

Results

GET /api/results

Result Detail

GET /api/results/{id}

Dashboard

GET /api/dashboard

Export JSON

GET /api/export/json

Export CSV

GET /api/export/csv

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Stage289 Integration

Default:

http://127.0.0.1:2890/api/verify

Override:

export STAGE289_VERIFY_URL="http://127.0.0.1:2890/api/verify"
Local Run
Start Stage289
cd ~/Desktop/test/stage289
source .venv/bin/activate
python app.py
Start Stage296
cd ~/Desktop/test/stage296
source .venv/bin/activate
python app.py

Open:

http://127.0.0.1:2960

Storage

SQLite:
data/stage296.db

Security Model

Fail-Closed:

Invalid input → REJECT
Missing data → REJECT
Upstream API failure → REJECT
No silent success
Why This Stage Matters

Stage295 connected UI with real verification.

Stage296 makes the system observable.

This enables:

Monitoring
Decision-making
Risk detection
System evaluation
Evolution

Stage290: UI
Stage291: JSON
Stage292: SQLite
Stage293: Search / Filter
Stage294: Export
Stage295: API Integration
Stage296: Dashboard (this stage)

License

MIT License