Skills
.Work. You
Rest

kb-distill

Community

Synthesize observations into knowledge.

Software Engineering#agent behavior#memory management#pattern recognition#knowledge distillation#rule generation#observation synthesis
Authorabhiroopb
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of accumulating noisy, raw observations over time, making it difficult to extract actionable insights and consistent behaviors.

Core Features & Use Cases

  • Knowledge Distillation: Compresses raw observations into concise, structured knowledge notes.
  • Pattern Identification: Identifies repeated patterns, topic clusters, and decision chains within observations.
  • Rule Proposal: Suggests behavioral rules for AGENTS.md based on identified patterns and inferred preferences.
  • Use Case: Automatically synthesize daily work logs into a knowledge base, surfacing recurring issues and suggesting workflow improvements without manual effort.

Quick Start

Run the distill skill to synthesize your recent observations into structured knowledge and proposed rules.

Dependency Matrix

Required Modules

amp-mem

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: kb-distill
Download link: https://github.com/abhiroopb/synthetic-mind/archive/main.zip#kb-distill

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.