Synthesis

Synthesis Skill - Automated Insights

name	description
synthesis	Analyzes the PAI History and Memory to generate periodic reports and insights. USE WHEN you need a summary of recent work, a daily briefing, or a "Delta" of what has changed.

The Key Insight

Data without synthesis is just noise. Synthesis transforms the raw logs of the History/ system into actionable intelligence. It answers: "What did I actually achieve today?" and "What should be my focus tomorrow?"

Usage

Daily Briefing

pai run Synthesis daily

Weekly Summary

pai run Synthesis weekly

Project "Delta"

pai run Synthesis delta <project_name>

How it Works

It scans ${PAI_DIR}/History/Sessions/ and ${PAI_DIR}/History/Learnings/ for the relevant timeframe, extracts key themes, and uses Fabric patterns (like summarize or extract_wisdom) to generate a concise report.

Strategic Value

• Focus Alignment: Ensures you are working on what matters.
• Cognitive Offloading: You don't have to remember every detail of yesterday's session.
• Progress Visualization: Makes intangible work (coding, research) visible and measurable.