Skip to content

Career Blueprint

Safety checked

Develop Honest Resumes Through Adversarial Feedback

0MadeByTokensMay 2026

A Claude Code plugin that pairs resume writing with multi-agent fact-checking and skeptical review to prevent both underselling and overselling.

Resume WritingFact ValidationSkeptical ReviewCareer CoachingInterview Prep

Install Prompt

Copy this prompt and paste it into your AI agent to install.

What problem does this solve?

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.

How does it work?

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.

Included Skill Groups

View Blueprint →

What's the biggest win?

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.

What's required to run this?

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.

What should I watch out for?

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.

Key Features

Adversarial agent loop

Writer advocates, Fact-Checker validates, Interviewer skeptics, Coach mediates—four perspectives iterate until consensus on readiness

Information isolation

Interviewer sees only the resume (not your raw input), simulating how real hiring managers evaluate without full context

Hallucination prevention

Fact-Checker traces every number, achievement, and claim back to your original input; invented details get rejected before they spread

Parallel analysis agents

Vague claim detection, buzzword identification, ATS keyword matching, and quantification suggestions run simultaneously to provide objective metrics

File-based architecture

Agents communicate through disk files instead of context windows, allowing long development loops without exhaustion

Tools in this Blueprint

Claude logo
4.6(456 reviews)
Claude logo
4.4(68 reviews)
Claude API (Opus, Sonnet, Haiku models)
Markdown

About This Blueprint

License
MIT
Industry
Technology
Skills
1 skills total
1 File
Productivity

Business Automation & Productivity Workflow

Reduce hours lost to repetitive admin without adding a complicated stack. Prioritized, tested workflows automate routine research, client communication, project tracking, and website tasks while keeping people in control of important decisions.

1 File
Engineering

Business Technology & Digital Solutions Workflow

Avoid costly, fragmented digital projects with a plan that connects business goals to practical tools, implementation steps, and measurable results. It also flags performance, security, accessibility, and SEO checks before launch.

WordPressGoogle AnalyticsGoogle Search Console+2 more
Sales

ICP-Filtered Outreach Lists from G2 Buyer Intent

Stop wasting rep time on weak intent signals and mismatched accounts. The workflow ranks ICP-fit buyers by readiness, finds the right contact, and supplies tailored outreach angles for the strongest opportunities.

ClaudeClaudeG2 Buyer Intent (G2 MCP Server)ZoomInfo (MCP)+3 more

Ishani D.

Account Manager at G2