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Khamel83
Khamel83COMMUNITY
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skill-analytics

Track skill usage and quantify token savings in local reports.

Updated Nov 22, 2025
Search Tags:#analytics#skills#beads#reporting#usage#token-savings
One-click install
npx skills add https://github.com/Khamel83/oneshot --skill skill-analytics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-analytics
Source: https://github.com/Khamel83/oneshot/tree/main/archive/v9/skills/skill-analytics
Command: npx skills add https://github.com/Khamel83/oneshot --skill skill-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Tracking how skills are used and how much token savings you gain across sessions.

Core Features & Use Cases

  • Usage tracking: records skill invocations to a local log and aggregates results.
  • Insights: surfaces top skills, unused skills, and token savings for focused improvement.
  • Use Case: Run periodic reports to optimize your skill set and reduce token usage.

Quick Start

Run a quick analytics report after several skill invocations to view top skills and token savings.

Frequently Asked Questions about skill-analytics

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

FAQPage Schema
How do I track skill usage and token savings across sessions?▼

You can track skill usage and token savings across sessions by logging skill invocations locally. The tool aggregates this data to surface top skills and quantify total token savings over time.

What is the best way to identify unused skills in my projects?▼

Identifying unused skills is done by running periodic analytics reports. These reports aggregate local usage data to highlight which skills are never invoked, helping you optimize your active skill set.

Does skill analytics reporting transmit my usage data externally?▼

Skill analytics reporting does not transmit usage data externally. All invocation logs and aggregated metrics are stored locally in the .beads/skill_usage.json file and reports are generated without data transmission.

Can I generate token savings reports for multiple projects?▼

Yes, you can generate token savings reports across multiple projects. The analytics operate across sessions and projects, aggregating local usage data to surface health metrics and overall token optimization.

How do I start logging skill invocations to reduce token usage?▼

To start logging skill invocations, run a quick analytics report after several skill uses. This records invocations to a local log, aggregates results, and shows top skills to help reduce token usage.

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