context-engine

Loads company context, detects staleness, and anonymizes data before external API calls.

2|Updated Mar 13, 2026
One-click install
npx skills add https://github.com/zhangzhang-111-i/claude-skills111 --skill context-engine-zhangzhang-111-i
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: context-engine
Source: https://github.com/zhangzhang-111-i/claude-skills111/tree/main/c-level-advisor/context-engine
Command: npx skills add https://github.com/zhangzhang-111-i/claude-skills111 --skill context-engine-zhangzhang-111-i

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill ensures that AI advisors have up-to-date, relevant, and privacy-compliant company context, preventing generic advice and protecting sensitive information.

Core Features & Use Cases

  • Context Loading: Reads and parses company context from a specified file (~/.claude/company-context.md).
  • Staleness Detection: Identifies if context is older than 90 days and prompts for refresh.
  • Context Enrichment: Captures new information during conversations to update the context.
  • Privacy Enforcement: Applies anonymization rules before any external data calls.
  • Use Case: Before asking for strategic advice, an executive uses this Skill to ensure the AI is operating with the latest company financials, team size, and strategic priorities, while also guaranteeing no sensitive data is leaked externally.

Quick Start

Run /cs:setup to build your company context.

Frequently Asked Questions about context-engine

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

FAQPage Schema
How do I anonymize sensitive company context before external API calls?

To anonymize sensitive company context, this Skill applies built-in privacy rules that detect and mask sensitive data before any external API calls are executed. It ensures confidential information remains protected during processing.

What is context enrichment for AI advisor skills?

Context enrichment is the process of capturing new company information during advisor conversations to update existing context. This mechanism ensures AI advisors continuously operate with the latest strategic priorities, runway, and team size data.

How do I set up company context for C-suite advisor skills?

To set up company context, run the /cs:setup command to build your company context file. This creates a structured profile covering company stage, founder archetype, challenges, runway, team size, and unfair advantage.

Does context management detect stale company data automatically?

Yes, context management automatically detects staleness by checking if your company context file is older than 90 days. It then prompts you to refresh the data to prevent the AI from providing generic advice.

Can I use context engine without a pre-existing context file?

No, you need a pre-existing context file located at ~/.claude/company-context.md to use this Skill. The Skill loads and parses company data from this specific file to enforce privacy and provide relevant advice.

What are the limitations of anonymization for advisor context?

The primary limitation of anonymization is that it only applies before external data calls. While it protects sensitive company context like runway and team size, internal AI processing still requires the original file to generate accurate advice.