Proposal & Cover Letter Interviewer with Document Ingestion

Extended fork of the original Proposal & Cover Letter Discovery Interview skill by @drafthead

Original Work

This repository extends the excellent work of @drafthead, originally published on ClawHub:

• Original Skill: drafthead/proposal-and-coverletter-interviewer-improver
• Original Description: "Structured interview to discover personal facts and generate reusable, approved statements for proposals and cover letters."
• Original Author: @drafthead

What's Different

This fork adds document ingestion capabilities:

• Parse existing cover letters (.txt, .docx, .pdf)
• Ingest resumes for fact extraction
• Auto-populate user.md and companies/ from historical documents
• Jumpstart the interview process with existing materials

How It Works

See SKILL.md in this repository for the complete skill documentation, including:

• Interview workflow
• File structure (personal/ and companies/)
• Statement generation and approval loop
• Platform-aware variants (Upwork, LinkedIn, formal cover letter)

Quick Start

# Clone this repo
git clone https://github.com/your-username/proposal-interview-with-ingestion.git
cd proposal-interview-with-ingestion

# Install dependencies
pip install -r requirements.txt

# Ingest existing documents
python scripts/ingest_documents.py --input-dir ~/MyCoverLetters --output-dir ./personal/chris

Attribution & License

• Original: © drafthead — available on ClawHub
• Extensions: © Chris Myers — ATTRIBUTION.md

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Skill for OpenClaw — AI-powered proposal and cover letter generation.