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Fantasia1999
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context-engine

Load company context, detect stale data, and anonymize before API calls.

Updated Mar 12, 2026
Search Tags:#context loading#data enrichment#privacy#anonymization#company context#executive advisor
One-click install
npx skills add https://github.com/Fantasia1999/claude-skills-zh --skill context-engine-fantasia1999
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: context-engine
Source: https://github.com/Fantasia1999/claude-skills-zh/tree/main/translations/c-level-advisor/context-engine
Command: npx skills add https://github.com/Fantasia1999/claude-skills-zh --skill context-engine-fantasia1999

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 background information, making their advice more tailored and effective.

Core Features & Use Cases

  • Context Loading: Loads company background from a specified file (~/.claude/company-context.md).
  • Staleness Detection: Checks if the background information is older than 90 days and prompts for an update.
  • Data Anonymization: Enforces strict privacy rules, anonymizing sensitive data before external API calls.
  • Context Enrichment: Captures new information during conversations to update the background.
  • Use Case: Before a strategic planning meeting, an executive advisor uses this Skill to ensure all relevant company data (stage, challenges, goals) is loaded and up-to-date, preventing outdated advice.

Quick Start

Run /cs:setup to build your company background.

Frequently Asked Questions about context-engine

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

FAQPage Schema
How do I load company context for an AI executive advisor?▼

You can detect stale company context by checking if the background information is older than 90 days. The system automatically identifies outdated context and prompts you to update the file to prevent receiving inaccurate advice.

How does data anonymization work before external API calls?▼

Data anonymization before external API calls works by enforcing strict privacy rules that automatically redact sensitive company information. This ensures that confidential background data is protected when interacting with external services.

Can I enrich company context during a conversation?▼

Yes, you can enrich company context during a conversation as the system captures new information shared in the dialogue. This data enrichment automatically updates the background profile to improve the relevance of future interactions.

Do I need a specific file format to manage company background information?▼

Yes, you need a Markdown file named `~/.claude/company-context.md` to store company background information. Setting up this file correctly is a prerequisite for loading stage, challenges, and goals into the advisor.

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