Ghost Writer FAQs

Question 1

How does Ghost Writer ensure the confidentiality of sensitive information?

Accepted Answer

It employs a robust three-gate sanitization process: a regex-based blocklist, an LLM review for identifying and flagging confidential content, and a mandatory human review step before any draft is finalized or published.

Question 2

What is Ghost Writer and what does it do?

Accepted Answer

Ghost Writer is a tool that automates the transformation of your engineering activity (from local Git repositories or GitHub) into professional LinkedIn thought leadership posts. It identifies interesting work, generates drafts, and ensures confidentiality.

Question 3

Does Ghost Writer support both local and cloud-based Git activity?

Accepted Answer

Absolutely. It can scan local Git repositories directly for instant results without API calls, and also supports integrating with GitHub activity for broader coverage, allowing you to mix both approaches.

Question 4

Can I customize the content generation and LLM settings?

Accepted Answer

Yes, Ghost Writer offers flexible configuration. You can define custom content pillars, create blocklists for sensitive terms, and choose your preferred LLM provider, supporting both local options like Ollama and cloud services like Anthropic.

Question 5

What types of LinkedIn posts can Ghost Writer generate?

Accepted Answer

Ghost Writer can generate drafts in several formats to suit different narratives, including tactical how-to guides, hot takes, war stories, 'Today I Learned' (TIL) posts, and in-depth deep dives.

Ghost Writer

Ghost Writer

Key Features

Use Cases

Key Features

Use Cases