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audit-session-metrics

Audits session-metrics exports for token-usage waste and generates prioritized plain-English reports.

9|Updated Apr 18, 2026
Search Tags:#audit#reporting#claude-code#token-cost#haiku#session-metrics
One-click install
npx skills add https://github.com/centminmod/claude-plugins --skill audit-session-metrics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: audit-session-metrics
Source: https://github.com/centminmod/claude-plugins/tree/main/plugins/session-metrics/skills/audit-session-metrics
Command: npx skills add https://github.com/centminmod/claude-plugins --skill audit-session-metrics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Audits a session-metrics JSON export to surface token-usage waste and present a clear, plain-English findings report.

Core Features & Use Cases

  • Identify inefficiencies in token usage across session, project, and instance scopes.
  • Generate prioritized findings with evidence, cost impact, and practical fixes.
  • Produce detailed markdown reports suitable for sharing with engineering teams and stakeholders.

Quick Start

Run the audit on a session-metrics JSON export to generate a findings report.

Frequently Asked Questions about audit-session-metrics

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

FAQPage Schema
How do I audit session-metrics JSON exports for token-usage waste?▼

To audit session-metrics JSON exports for token waste, you run a Python helper and Haiku model that evaluate the data and calculate cost impacts. This produces a prioritized, plain-English findings report highlighting usage inefficiencies.

What types of token waste can I identify in a session-metrics report?▼

A session-metrics report audit identifies token-usage inefficiencies across session, project, and instance scopes. It evaluates your JSON exports to surface waste and generates prioritized findings with evidence, cost impact, and practical fixes.

Can I run a quick audit instead of a detailed session-metrics evaluation?▼

Yes, you can trigger either quick or detailed audits depending on your needs. Both audit types evaluate your session-metrics JSON export to surface token-usage waste and produce a plain-English findings report.

Do I need any specific dependencies to run a session-metrics token cost audit?▼

No specific external dependencies are required to run the token cost audit. The Skill relies on its internal scripts and references, using a Python helper and Haiku model to process the session-metrics JSON digest.

What format does the session-metrics token waste findings report use?▼

The token waste findings report is produced as a detailed markdown document. This format is suitable for sharing with engineering teams and stakeholders to review prioritized token-usage issues.

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