How does Reweave find related notes?

It uses a dual discovery pattern, combining hierarchical topic map navigation with advanced semantic and vector search (via MCP tools) to find conceptual neighbors regardless of their folder structure.

What is the primary purpose of the Reweave skill?

It performs a 'backward pass' on your notes, finding and creating connections from older documents to newer ones to keep your entire knowledge base integrated and relevant.

Does Reweave modify my existing files?

Yes, Reweave is designed to edit markdown notes to add inline links with context, improve prose based on new understanding, and update metadata or topic memberships.

What is the 'Sharpening Test' in Reweave?

It is a quality check where the skill evaluates if a note's title or claim is specific enough to be arguable. If a claim is too vague, Reweave rewrites it to be more precise and useful for future AI navigation.

Reweave Knowledge Connector

Name: Reweave Knowledge Connector
Author: LopeWale

byLopeWale

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Learning & Documentation

Updates and interlinks existing notes to maintain a cohesive, up-to-date knowledge graph within your development environment.

Reweave is a sophisticated knowledge management skill designed to perform "backward passes" on your documentation and personal knowledge base. While most tools focus on linking new content forward, Reweave analyzes older notes in light of current information, sharpening claims, identifying necessary splits, and establishing semantic connections that were not possible when the original notes were written. By integrating vector search and topic map exploration, it ensures that your technical documentation or digital garden remains a living, interconnected system rather than a collection of stale, isolated artifacts.

Key Features

011 GitHub stars

02Automated backward-linking between new and existing notes

03Intelligent note splitting for evolving topics that require separate identities

04Claim sharpening to transform vague notes into specific, actionable insights

05Integration with MCP tools for deep search and status monitoring

06Dual-path discovery using semantic vector search and topic map browsing

Use Cases

01Maintaining a technical Zettelkasten or 'Second Brain' during long-term research

02Identifying and resolving contradictions in a growing knowledge base

03Refining project documentation and ADRs as architectural understanding evolves

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/dev_ignition reweave

For use in Claude.ai and ChatGPT

Download Skill