pattern-application

What problem does it solve?

Morning planning and priority coaching often miss relevant, previously proven approaches, causing repeated trial-and-error and wasted time. This Skill surfaces high-value patterns from semantic and episodic memory so users can apply proven approaches to today's work with less friction and more confidence.

Core Features & Use Cases

• Domain identification: detect which domains (growth, product, analytics, operations, business) the user's tasks map to using keyword mapping.
• Pattern retrieval and ranking: load semantic memory files, match tasks to patterns, and rank suggestions by confidence, recency, time savings, and context constraints.
• Integration and tracking: weave pattern suggestions into morning priority coaching, offer workflows or templates, and record which patterns were applied or skipped for evening validation and pattern refinement.
• Use case example: during a morning check-in the skill suggests 2-3 patterns (e.g., outreach timing, personalization workflow, cohort query) and helps block time and apply templates.

Quick Start

Trigger it during your morning check-in or use the manual command /apply [domain] [task description] to surface 2-3 relevant patterns.