self-improvement-engineer-role

Monitor performance metrics, diagnose bottlenecks, and spawn targeted improvement skills.

Updated Aug 23, 2026

Search Tags:#automation #self-improvement #metrics #bottlenecks #cron #AB-testing

One-click install

npx skills add https://github.com/AIBPM42/hodgesfooshee-site-spark --skill self-improvement-engineer-role

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: self-improvement-engineer-role
Source: https://github.com/AIBPM42/hodgesfooshee-site-spark/tree/main/.claude/skills/self-improvement-engineer-role
Command: npx skills add https://github.com/AIBPM42/hodgesfooshee-site-spark --skill self-improvement-engineer-role

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enables an autonomous self-improvement loop for complex lead-hunting systems by monitoring performance, diagnosing bottlenecks, and launching targeted improvement skills. It helps reduce manual tuning and speeds up learning cycles.

Core Features & Use Cases

Daily Metrics Cron Job: Runs daily to compute performance metrics and surface bottlenecks.
Bottleneck Detection: Identifies issues like slow responses, low conversion, or degraded validation accuracy.
Skill Spawning: Automatically creates and logs targeted improvements to address bottlenecks.
A/B Testing Framework: Runs statistically rigorous experiments to validate improvements and decides KEEP/KILL/CONTINUE.
Self-Improvement Loop: Repeats monitor-analyze-spawn-test-decide forever, lowering manual overhead.

Quick Start

Trigger the daily metrics cron to update today's metrics, examine bottlenecks, and review the latest A/B tests to confirm decisions.