Can the engine update itself based on our conversations?

Yes, the engine notes new insights during your session and will ask for your explicit permission to update the context file at the end of the conversation.

What happens if my context file is outdated?

The engine detects if the file hasn't been updated in over 90 days and prompts you to perform a quick refresh to ensure the advice remains accurate.

Which business metrics does the engine track?

It tracks company stage, founder archetype, current primary challenges, runway risk signals, team size, unfair advantages, and 12-month targets.

Where is the company context stored?

Context is stored locally in ~/.claude/company-context.md to ensure you maintain full ownership and control over your business data.

How does the skill protect my private data?

It follows a strict anonymization protocol that strips specific revenue figures, names, and runway details before any external API calls or web requests are made.

Company Context Engine

Name: Company Context Engine
Author: oabdelmaksoud

byoabdelmaksoud

0•

Productivity & Workflow

Orchestrates and secures company-specific business context to transform generic AI output into tailored strategic C-level advice.

The Company Context Engine acts as the central memory layer for C-suite advisor skills within Claude Code. It automatically loads essential business data—including company stage, founder archetypes, and primary challenges—from a local markdown file to ensure every interaction is grounded in your specific business reality. Beyond simple loading, it actively manages context staleness, learns new insights during conversations, and implements a strict anonymization protocol to protect sensitive financial and personal data before any external API calls or web searches are performed.

Key Features

01Strict data anonymization for external API and web search safety

02Automated context loading from local markdown storage

03Dynamic context enrichment during advisor-level conversations

04Comprehensive business profile tracking including stage, runway, and goals

050 GitHub stars

06Stale context detection with 90-day refresh prompts

Use Cases

01Tailoring technical or product decisions based on current company stage and runway constraints

02Maintaining a consistent source of truth for strategic business advice sessions

03Ensuring sensitive company financial data remains private during AI-assisted research

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw context-engine

For use in Claude.ai and ChatGPT

Key Features

01Strict data anonymization for external API and web search safety

02Automated context loading from local markdown storage

03Dynamic context enrichment during advisor-level conversations

04Comprehensive business profile tracking including stage, runway, and goals

050 GitHub stars

06Stale context detection with 90-day refresh prompts

Use Cases

01Tailoring technical or product decisions based on current company stage and runway constraints

02Maintaining a consistent source of truth for strategic business advice sessions

03Ensuring sensitive company financial data remains private during AI-assisted research

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw context-engine

For use in Claude.ai and ChatGPT