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matteotitta
matteotittaCOMMUNITY
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Website𝕏@matteo_tittaGitHub

opportunity-scan

Analyze skill-usage.jsonl and recall.db telemetry to identify workflow gaps and write opportunities to OPPORTUNITIES.md.

29|12|Updated Mar 30, 2026
Search Tags:#automation#workflow#analytics#optimization#telemetry#gtm
One-click install
npx skills add https://github.com/matteotitta/genesys-skills --skill opportunity-scan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: opportunity-scan
Source: https://github.com/matteotitta/genesys-skills/tree/main/skills/meta/learning/opportunity-scan
Command: npx skills add https://github.com/matteotitta/genesys-skills --skill opportunity-scan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of manual, reactive GTM strategy adjustment by automating the identification of workflow gaps, unused assets, and friction points within your existing AI-driven operations.

Core Features & Use Cases

  • Telemetry Analysis: Scans local usage logs and session transcripts to detect patterns in how you interact with your tools.
  • Opportunity Detection: Identifies three specific signal classes: repeated manual sequences, underutilized skills, and high-friction tool chains.
  • Actionable Output: Generates structured candidates for new skills or deprecations directly into your project documentation for review.

Quick Start

Run the opportunity scan to analyze your recent session telemetry and generate a list of potential new skill candidates.

Frequently Asked Questions about opportunity-scan

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

FAQPage Schema
How do I automate GTM strategy discovery from telemetry logs?▼

Automate GTM strategy discovery by analyzing local skill-usage.jsonl and recall.db telemetry to detect patterns in tool interactions, surfacing workflow gaps and friction points for actionable review.

What is telemetry analysis for workflow optimization?▼

Telemetry analysis for workflow optimization scans local session logs and usage transcripts to identify repeated manual sequences, underutilized skills, and high-friction tool chains within your operations.

How do I identify opportunities to deprecate unused skills?▼

Identify opportunities to deprecate unused skills by scanning local usage telemetry to detect underutilized assets, automatically generating structured deprecation candidates directly into your project documentation.

Can I detect high-friction tool chains from local session logs?▼

Detect high-friction tool chains from local session logs by running an opportunity scan that analyzes recall.db and skill-usage.jsonl telemetry to surface patterns of repeated manual sequences.

Does opportunity scanning require write access to project files?▼

Opportunity scanning requires read access to local session logs and write access to the project-root OPPORTUNITIES.md file to output structured candidates for new skills or deprecations.

What's the best way to formalize repeated manual sequences in GTM operations?▼

Formalize repeated manual sequences by analyzing local telemetry data to identify workflow patterns, generating structured new skill candidates directly into your project documentation for GTM review.

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