Develop Honest Resumes Through Adversarial Feedback

Develops resumes that balance compelling advocacy with factual accuracy using four specialized agents. The Writer creates compelling framing, the Fact-Checker catches hallucinations, the Interviewer reviews skeptically like a real hiring manager, and the Coach mediates between them. This adversarial approach stops resumes from either underselling qualified candidates or overstating their experience with invented details.

Once installed, you run the main command with your experience file and optionally a job description. The system runs an iterative loop: 1. Writer creates a resume draft using only information you provided. 2. Fact-Checker verifies every claim against your input, rejecting fabrications. 3. Interviewer reviews the draft skeptically (seeing only the resume, not your raw input, just like real hiring managers do). 4. Coach synthesizes all feedback, asks clarifying questions to strengthen weak claims, and issues a verdict (READY, NEEDS_STRENGTHENING, NEEDS_GROUNDING, or BLOCKED). The loop repeats until the Coach judges the resume interview-ready. Output: a polished resume, interview preparation guide, and full audit trail of the development process.

Every claim on your resume stays factually grounded while being presented in the strongest honest light, so you defend every bullet point in interviews instead of apologizing for exaggerations.

Requires Claude Code with plugin support and write access to a working/ directory for file-based agent communication. Uses Sonnet by default for all agents except optional --premium flag, which upgrades the Coach agent to Opus for higher-quality synthesis at higher token cost. The generate-premium-agents.sh script auto-generates the premium variant from the base coach.md file.

The loop requires you to answer Coach questions with specific details (team sizes, metrics, timelines, business impact) for the system to strengthen claims; if you provide only vague raw input, you get a vague honest resume rather than a polished strong one. Requires Claude Code environment (not standalone Chat). Best results with 1-2 page resumes; longer backgrounds (10+ years, executive/academic) may need --max-pages 2 or 3 to avoid truncation.