distill

Cluster related memories into topic-focused wiki pages via MCP tools.

47|6|Updated Apr 19, 2026

Search Tags:#automation #synthesis #distill #wiki #pages #memories

Ready to run

npx skills add https://github.com/7xuanlu/wenlan --skill distill-7xuanlu

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: distill
Source: https://github.com/7xuanlu/wenlan/tree/main/plugin/skills/distill
Command: npx skills add https://github.com/7xuanlu/wenlan --skill distill-7xuanlu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Synthesize related memories into concise wiki pages by coordinating a daemon-driven distillation flow with an agent that finalizes content.

Core Features & Use Cases

Unified distillation flow: cluster memories, assign them to pages, refresh stale content, and merge duplicates into coherent wiki pages.
Space-scoped and destructive rebuilds: optionally scope distillation to a space and perform rebuilds that regenerate a page from sources.
Use Case: when you have clusters of related memories, distill creates topic pages with linked sources for easy recall and navigation.

Quick Start

Invoke the /distill command with a target to trigger a distillation pass on related memories.

Frequently Asked Questions about distill

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

FAQPage Schema

How do I synthesize related memories into concise wiki pages?▼

Synthesizing memories into wiki pages requires a daemon-driven distillation flow that clusters related memories, assigns them to topic-focused pages, and finalizes content with linked sources for navigation.

What is the best way to cluster memories and assign them to topic pages?▼

Clustering memories into topic pages is handled by a unified distillation flow that groups related memories, refreshes stale content, and merges duplicates to build coherent wiki pages.

Can I scope memory distillation to a specific space and rebuild pages from sources?▼

Yes, memory distillation supports space-scoped operations and destructive rebuilds to regenerate a wiki page directly from its original source memories.

How do I refresh stale content and merge duplicate wiki pages?▼

Refreshing stale content and merging duplicates is achieved through a distillation pass that updates existing wiki pages by re-evaluating source memories and consolidating redundant information.

How does the agent-driven synthesis flow finalize wiki page content?▼

Agent-driven synthesis finalizes wiki page content by parsing arguments, resolving scope, and calling MCP tools to create or update pages using the extracted source memories.