skills/skills.volces.com/workflow-crystallizer

workflow-crystallizer

Installation
SKILL.md

Workflow Crystallizer

Mines memory logs (memory/YYYY-MM-DD.md) for recurring patterns — repeated requests, multi-step workflows, time-correlated tasks — and generates actionable suggestions: cron jobs, skill drafts, workflow shortcuts, or monitoring proposals.

Unlike a one-shot "analyze my logs" prompt, this skill persists state across runs. It remembers what it suggested, what was accepted/rejected, and only surfaces new insights backed by real evidence.

All scripts live in scripts/ relative to this SKILL.md.


Quick Run (Full Pipeline)

Installs
4
First Seen
Apr 7, 2026
workflow-crystallizer from skills.volces.com