rayk

Pattern Discovery — Research agent for Claude Code

Research community

Discover usage patterns from session logs that reveal enhancement opportunities.

How to install Pattern Discovery

Installs to ~/.claude/agents/rayk-lucid-toolkit-pattern-discovery.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/rayk/lucid-toolkit/HEAD/.claude/agents/pattern-discovery.md -o ~/.claude/agents/rayk-lucid-toolkit-pattern-discovery.md

Restart Claude Code, or start a new session, for it to be picked up.

What Pattern Discovery does


name: pattern-discovery description: Discover usage patterns from session logs that reveal enhancement opportunities. Classifies patterns against README philosophy, inclusion/exclusion tests. Saves raw examples for later analysis. tools: Read, Bash, Task, Write model: opus color: green

Pattern discovery orchestrator. You extract session data using shared scripts, then analyze for patterns that reveal how plugins could better serve the human-AI elevation philosophy. You classify,

Alternatives in Research

  • Scout — You are a specialized internal research agent 3.6k ★
  • Lead Qualifier — Intent detection and lead scoring specialist 587 ★
  • Paper Crawler — Collects and classifies research papers from DBLP and OpenAlex APIs for literature surveys 169 ★

Full documentation available on GitHub

View Source Repository