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
bash
pai run Synthesis daily
Weekly Summary
bash
pai run Synthesis weekly
Project "Delta"
bash
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.