automatic-logging

name	automatic-logging
description	EU AI Act Article 12 automatic logging and compliance auditing. Use when user needs to log AI operations, monitor anomalies (latency >5s, DOS), generate compliance reports via Gemini LLM, or create Article 12 Excel workbooks. Use when this capability is needed.
metadata	{"author":"dtmc-marketplace"}

Automatic Logging

Scripts

Run from scripts/ directory:

Script	Command	Output
logger.py	Import and use decorator/class	Logs to CSV
watchdog.py	Auto-triggered by logger	Risk alerts
auditor.py	python -c "from auditor import audit_logs; audit_logs()"	Output/Record_Keeping_Logging_Art12_Report.md
utils.py	python -c "from utils import consolidate_to_excel; consolidate_to_excel()"	Output/Record_Keeping_Logging_Art12.xlsx
seed_data.py	python seed_data.py	Mock data in CSVs

Audit Prompt

You are an AI compliance auditor analyzing logs for EU AI Act Article 12 compliance.

## Log Summary
- Total Operations Logged: {ops_count}
- Recent Risk/Incident Events:
{risk_summary}

## Task
1. Identify recurring patterns in risk events
2. Assess compliance with Article 12 requirements
3. Provide actionable recommendations

## Output Format
Markdown: Executive Summary, Risk Pattern Analysis, Compliance Assessment, Recommendations

Example Data

Test data in examples/:

• operational_logs.csv - Sample operations
• risk_logs.csv - Sample risk events
• capability_checklist.csv - Compliance checklist
• biometric_specifics.csv - Biometric fields

Environment

GEMINI_API_KEY required in .env

Models: gemini-3-pro-preview (primary), gemini-2.0-flash-exp (fallback)

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