One-click install
npx skills add https://github.com/nicholasglazer/gnosis-mcp --skill context-nicholasglazer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: context
Source: https://github.com/nicholasglazer/gnosis-mcp/tree/main/skills/context
Command: npx skills add https://github.com/nicholasglazer/gnosis-mcp --skill context-nicholasglazer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Load usage-weighted context from the Gnosis MCP to surface the most-accessed docs for session startup or topic primers.

Core Features & Use Cases

  • Surface top-accessed docs at session startup to reduce search effort.
  • Provide topic-priming context to improve agent briefing and response relevance.
  • Integrate with MCP context APIs to fetch, rank, and summarize documents for fast loading.

Quick Start

Load the top-accessed documents at startup by requesting the MCP context summary.

Frequently Asked Questions about context

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

FAQPage Schema
How do I load usage-weighted context to speed up AI session startup?▼

Usage-weighted context loading fetches and prioritizes top-accessed documents from the Gnosis MCP, ranking them by access frequency and topic relevance to provide a concise summary for immediate session priming.

What is the best way to surface top-accessed documents for topic priming in AI prompts?▼

The best way to surface top-accessed documents for topic priming is integrating with MCP context APIs to fetch, rank by access frequency, and summarize documents, returning a concise context summary for quick retrieval.

Does context loading work with the Gnosis MCP for document retrieval?▼

Yes, context loading integrates directly with Gnosis MCP context APIs to fetch, rank, and summarize documents based on usage tracking, ensuring fast document retrieval and improved topic alignment.

How do I reduce search effort when starting a new AI session?▼

Reduce search effort at session startup by loading a context summary that surfaces the most-accessed documents, prioritized by usage tracking and topic relevance, eliminating manual document searches.

Can I track document access frequency to improve agent briefing relevance?▼

Yes, usage tracking logs document access frequency during context loading, allowing the system to rank and surface the most relevant documents to improve agent briefing and response relevance.

When should I use usage-weighted context loading instead of manual document retrieval?▼

Use usage-weighted context loading when you need to quickly prime an AI agent at session startup with the most relevant documents, rather than spending time manually searching and selecting context.