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memory/insight-distillation

Distill recurring raw captures into named frameworks during periodic reviews.

6|2|Updated Dec 18, 2025
Search Tags:#frameworks#weekly-review#pattern-recognition#distillation#notes-management#personal-knowledge
One-click install
npx skills add https://github.com/frankxai/Starlight-Intelligence-System --skill memory-insight-distillation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory/insight-distillation
Source: https://github.com/frankxai/Starlight-Intelligence-System/tree/main/skills/memory/insight-distillation
Command: npx skills add https://github.com/frankxai/Starlight-Intelligence-System --skill memory-insight-distillation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Distill raw captures from personal notes into portable, reusable frameworks to turn scattered insights into actionable knowledge.

Core Features & Use Cases

  • Cadence-based distillation across weekly, monthly, and quarterly reviews to surface patterns as named frameworks.
  • Threshold-driven elevation where patterns must appear at least 3 times to progress to a framework.
  • Full provenance with raw capture archiving and cross-reference against a Genius Profile for evolution.

Quick Start

Initiate a weekly distillation pass to transform repeating notes into a portable framework.

Frequently Asked Questions about memory/insight-distillation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn scattered personal notes into reusable frameworks?▼

Distillation transforms scattered personal notes into reusable frameworks by clustering raw captures during periodic reviews and elevating patterns that appear at least three times into named frameworks.

What is pattern recognition in personal knowledge management?▼

Pattern recognition in personal knowledge management identifies recurring themes across raw captures during weekly or monthly reviews, elevating repeated insights into structured, portable frameworks for future application.

How do I run a weekly review to distill notes into frameworks?▼

Run a weekly review by clustering raw captures from personal notes, applying a threshold of at least three occurrences to identify patterns, cross-referencing with a Genius Profile, and archiving original captures for provenance.

Can I use distillation for quarterly notes management reviews?▼

Distillation supports quarterly notes management reviews by clustering accumulated raw captures across the period, applying the three-occurrence threshold to surface patterns, and cross-referencing with a Genius Profile for framework evolution.

When should I not use pattern distillation for personal knowledge?▼

Avoid pattern distillation when raw captures lack sufficient volume or recurrence, since the threshold requires at least three occurrences before elevating a pattern into a named framework.

What's the best way to preserve original notes after creating frameworks?▼

Preserve original notes through archival of raw captures during the distillation process, maintaining full provenance by cross-referencing elevated frameworks against a Genius Profile to track evolution over time.

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