log-metrics

Name: log-metrics
Availability: InStock
Author: Daniel

Persist agent metrics to Supabase and CSV backup with filtering.

Updated Oct 24, 2025

Search Tags:#logging #analysis #metrics #supabase #csv #task-tracking

Ready to run

npx skills add https://github.com/5hdaniel/Mad --skill log-metrics

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: log-metrics
Source: https://github.com/5hdaniel/Mad/tree/main/.claude/skills/log-metrics
Command: npx skills add https://github.com/5hdaniel/Mad --skill log-metrics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Teams need a reliable way to record and query agent metrics generated during automation runs, preserving a primary source of truth in Supabase and a lightweight CSV backup for traceability.

Core Features & Use Cases

Automatic capture of agent metrics to the Supabase pm_token_metrics table and an append-only CSV token log for backup.
Flexible querying and labeling by task_id, agent_type, session_id, date, and agent_id to analyze sprint progress and individual performance.
Use Case: During a sprint, consolidate metrics across agents to measure total input/output tokens, API calls, and durations to guide optimization decisions.

Quick Start

Log a metric entry for engineer TASK-1775 with 5000 input_tokens and 3000 output_tokens.

Frequently Asked Questions about log-metrics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I log agent metrics from automation runs to a database?▼

To log agent metrics, this Skill captures input/output tokens, API calls, and durations, persisting them to a primary Supabase database table and an append-only CSV backup for reliable traceability.

Can I query task tracking metrics by agent_id and session_id in Supabase?▼

Yes, you can query task tracking metrics by filtering on task_id, agent_type, session_id, date, and agent_id to analyze sprint progress and individual agent performance.

How do I back up agent token logs to CSV during sprint analysis?▼

You can back up agent token logs to an append-only CSV file, which runs alongside your primary Supabase database to ensure a lightweight, traceable record for sprint analysis.

What is the best way to consolidate unlabeled metrics rows for performance reviews?▼

The best way to consolidate unlabeled rows is using the Skill's reliable labeling mechanism, which enforces a stable schema for the metrics table and supports end-to-end aggregation workflows.

Do I need Supabase to record agent metrics, or can I use a CSV backup only?▼

Supabase is used as the primary source of truth for recording agent metrics, while the CSV token log serves as a lightweight backup for traceability, ensuring reliable data redundancy.