pattern-observer

Observe development patterns and auto-create automation opportunities after recurrent occurrences.

Updated Jan 5, 2026

Search Tags:#automation #logs #hooks #learning #observability #pattern #automation-triggers

Ready to run

npx skills add https://github.com/nbarthelemy/simdeck --skill pattern-observer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pattern-observer
Source: https://github.com/nbarthelemy/simdeck/tree/main/.claude/skills/pattern-observer
Command: npx skills add https://github.com/nbarthelemy/simdeck --skill pattern-observer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill observes development patterns and auto-creates automation opportunities and new skills after recurrent occurrences.

Core Features & Use Cases

Pattern logging: Silently observes patterns and records them for later analysis.
Auto-creation: Generates new skills, hooks, and commands after reaching the threshold.
Proposal of new tech: Suggests new agents when patterns indicate a need.

Quick Start

Invoke /learn:review or /analyze-patterns to inspect observed patterns and trigger automation when thresholds are reached.