skills.rest
7xuanlu
7xuanluCOMMUNITY
Explore all skills by this author →
Website𝕏@7xuanluxGitHub

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
One-click install
npx skills add https://github.com/7xuanlu/wenlan --skill distill-7xuanlu
Or copy as Structured Prompt for Agent▼
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.

Related Skills

Explore More Content & Communication Skills→
nateanatea
4

ReasoningBank with AgentDB

Store experiences, reason about outcomes, and distill memories with AgentDB.

Community
Advanced
MaxSaietsMaxSaiets

feishu-wiki

Navigate Feishu wiki spaces, pages, and docs to locate and edit content.

Community
Intermediate
ThuHuynh1438ThuHuynh1438

notion

Search, publish, and sync vault notes with Notion pages and databases.

Community
Advanced
siddsacharsiddsachar
1.4k

knowledge_base

Organize personal knowledge across graph, documents, and wiki vault.

Community
Advanced