The AI workforce grounded in U.S. Department of Labor O*NET data — not training-data guesses. It maps your skills to federal occupational taxonomy, writes ATS-compliant resumes, attacks its own drafts, then finds matching jobs and tailors a unique version for each one.
System 1: Generates the weapon. (13 agents) System 2: Deploys it. (7 agents)
Same role. Keyword precision + ATS optimization. Mirror exact JD terminology, surface the 14 hard requirements.
// Product Definition
What is ResumeSquadᴬᴵ?
ResumeSquadᴬᴵ is a 20-agent autonomous AI system grounded in the U.S. Department of Labor's O*NET occupational taxonomy — the same classification system enterprise ATS platforms use to filter candidates. When you target "Senior Data Scientist," our Skills Analyzer resolves your role to SOC code 15-2051.00, pulls 35 validated skill dimensions with importance weights, and maps your resume against each one. The Master Writer injects only verified, weighted terminology — not probabilistic guesses from training data. A Red Team agent then attacks every draft, rejecting hallucinated metrics and AI clichés before anything reaches you. No template. No GPT wrapper. Federal data, adversarial QA, and a documented pipeline with real telemetry.
02 — The Architecture
20 Agents. Two Systems. One Goal.
SYSTEM 1 — THE FACTORY (13 agents) Generates the weapon. SYSTEM 2 — THE WORKFORCE (7 agents) Finds jobs. Tailors your resume. You apply.
Skills grounded in O*NET v2 occupational taxonomy · SOC-code-mapped importance weights · Hot Technology flags · Zero probabilistic guessing
Reads your resume and target JD. Extracts the top 14 hard requirements, preferred skills, and compensation signals. Every agent works from this output.
14 req extracted
RAG · MEMORY · CONTROL NODE 02
②
The Memory Bank
Queries a self-growing index of real job records via semantic search. Every 95+ ATS score run archives approved bullets back — the memory improves with each execution. Surfaces the 6 highest-matching benchmarks by cosine score.
Job Records36,620
Approved Bullets+146
Total Index Size36,766
EXECUTION LAYER · CONTROL NODE 03
③
Master Writer
Writes every bullet using the Google XYZ formula. Quantified metrics on every line. Zero filler. Zero clichés.
XYZ formula
ADVERSARIAL QA · CONTROL NODE 04
④
Red Team Agent
A dedicated adversarial AI that actively tries to reject your drafts before they ever reach you. It detects AI clichés, flags hallucinated metrics, and enforces an 88+ ATS gate. Nothing ships until this agent approves it.
Discovers open roles from Greenhouse (Stripe, Airbnb, Figma) and Lever (Netflix, Shopify). LinkedIn Easy Apply and Indeed support coming soon. Each job is scored against your profile and only high-match roles proceed to tailoring.
Per-Job Tailoring
One Resume Per Job
The PRIME tailor agent rewrites your resume from scratch for each job — injecting exact JD keywords, reordering bullets by relevance, and generating a matched cover letter. You download a beautifully formatted PDF, ready to upload.
Human-In-The-Loop
You're In Control
The workforce finds and scores the jobs. AI tailors your resume for each one. You review the Before/After diff. You download the PDF, copy the cover letter, and apply directly — using your own browser, your own IP, zero bot risk.
Your application always looks human because it is human.
02.5 — What You Receive
One Deployment. Four Career Weapons.
Every execution produces four distinct, job-specific deliverables — not templates, not boilerplate.
PRIMARY OUTPUT
01
📄
ATS-Engineered Resume
Rebuilt from scratch using your actual experience, mapped to the exact JD requirements. Every bullet follows the Google XYZ formula. 80+ ATS score or the Red Team blocks it.
80+ ATS Score Gate
XYZ Formula Bullets
Adapts to regional norms
PDF · DOCX · Markdown
02
✉
Job-Specific Cover Letter
Not a template swap. A strategic narrative written to close the gap between your experience and the role's requirements — with zero fluff.
Gap-bridge framing
Tone-matched to JD
Under 300 words
03
🎯
Interview Intel Brief
A pre-interview dossier: predicted questions, role-specific answers, company research signals, and your top 3 leverage points. Walk in prepared.
Predicted questions
Scripted answers
Competitive intel
04
🚀
Job-Ready Download Pack
For each matched job, download a professionally formatted PDF resume and copy a tailored cover letter — then apply directly on the job site with one click. No bots. No risk.
PDF + Cover Letter per job
One-click open job page
Human-submitted = zero bot risk
02.6 — Complete Toolkit
More Than Just Resume Generation.
You get the complete career arsenal — templates, analysis tools, and data-driven intelligence that competitors charge separately for.
📋
75+ TEMPLATES
Professional Resume Frameworks
Pre-engineered templates for Software Engineer, Product Manager, Data Scientist, Marketing Manager, and 70+ other roles. ATS-tested layouts adapted to US, UK, EU, and Australian standards.
Visual breakdown of which JD requirements you match, which you're missing, and which transferable skills can bridge the gap. Competitors charge $50/mo for this feature alone.
DIFFERENTIATOR
🗄️
FEDERAL DATA SOURCE
O*NET SOC-Code Mapping
Your target role resolves to a federal SOC code. We pull 35 skill dimensions with empirical importance scores (0-100), Hot Technology flags for trending tools, and task-level coverage validation — directly from the O*NET v2 API. Your resume speaks the exact language your ATS filters against.
📄
NO EXTRA COST
Multi-Format Export
Every resume downloads as PDF, DOCX, and Markdown. No upsells. No format paywalls. Competitors charge $10-15 extra for DOCX access.
🔗
FLEXIBLE INPUT
Multiple Input Methods
Upload PDF resume, paste raw text, or import from LinkedIn profile. Job descriptions accept any URL (auto-scraped) or raw text paste. The Parser agent extracts data automatically — zero manual data entry.
🌍
GLOBAL READY
Regional Formatting
Adapts to regional resume norms: US (1-page preference, no photo), UK (2-page CV acceptable), EU (Europass compatible), AUS (contact details format).
⚠️
Zero Hallucination Policy
If the AI can't verify a metric, it leaves an amber placeholder for you to fill manually. You maintain full control over accuracy — the system never fabricates data.
02.7 — SYSTEM 2 · APPLICATION WORKFORCE · 7 AGENTS
We Don't Just Build Your Resume. We Find You Jobs.
7 autonomous agents discover matching roles from Greenhouse and Lever — then tailor your resume, cover letter, and interview brief for each specific job. You just download and apply.
①
2 job boards
Job Discovery Scout
Scans Greenhouse (Stripe, Airbnb, Figma) and Lever (Netflix, Shopify) to find open roles matching your profile. (LinkedIn & Indeed coming soon). Discovers 10-50 jobs per search.
②
70%+ threshold
Parallel Match Scorer
Scores each discovered job against your profile using semantic similarity. Only jobs with 70%+ match proceed to tailoring — no time wasted on bad fits.
CORE ENGINE
③
100% custom
PRIME Application Tailor
Rewrites your resume FROM SCRATCH for each high-match job. Injects exact JD keywords, reorders bullets by relevance, generates a job-specific cover letter. One resume per job — not a template fill.
④
Quality gate
Pre-Submission Validator
Final QA check before you see the output. Validates ATS score, checks for hallucinations, ensures contact info is correct. Nothing ships without approval.
⑤
Platform-aware
ATS Router
Prepares your application for the target ATS platform (Greenhouse, Lever, Workday). Formats resume for parser compatibility, generates application metadata. One-click apply ready.
⑥
Timing
Follow-Up Intelligence
Analyzes ideal follow-up timing and strategy. Never ghosted: know exactly when to reach back out.
⑦
Signals
Job Metadata Extractor
Deep-parses job requirements and hidden signals. Captures the unspoken expectations in the JD.
// System 2 Workflow
Discover
10-50 jobs
→
Score
70%+ match
→
Tailor
1 resume/job
→
Validate
QA gate
→
Download
PDF ready
Result: For each high-match job, you get a custom resume, tailored cover letter, and interview brief — all formatted and ready to upload in 3-5 minutes per job (System 2 tailoring).
System 2 finds and prepares. You apply manually using your browser, your IP, your account. Every application looks human because it is human.
Quality Over Quantity
Only 70%+ match jobs proceed to tailoring. We don't spam 100 applications — we engineer 10 perfect ones.
3-5 Minutes Per Job
From job URL to download-ready application package. That's 12-20 tailored applications per hour if you're speed-running.
02.3 — Real Output. Real Candidate.
Before & After. Same Person. Better Signal.
Yonah's LinkedIn PDF was 4 pages of activity with zero outcomes. The workforce condensed it to a single ATS-optimized document tailored for a Figma role — quantified metrics where available, honest placeholders where not.
4→1Pages
88ATS Score
85Job Match
12+XYZ Bullets
Before — Pain Points
4 pages — too long for ATS parse
Dark sidebar wastes print space
Bullets lack outcomes — activity only
LinkedIn PDF formatting breaks on ATS
No quantified metrics in top 3 roles
After — Delivered
1 page — ATS-optimized single column
XYZ formula: 50% reduction, F1: 0.92
[Insert %] — honest gap, not hallucinated
Temporal compression: old roles condensed
Summary tailored for Sr. AI Engineer, Agentic Interactions
Pages
4→0
XYZ Bullets
~3→0
ATS Score
42→0/100
Job Match
35→0/100
your resume next
⟵Drag to reveal⟶
LinkedIn PDF · 2 pages
ResumeSquadᴬᴵ · ATS 88
1 / 4
ATS ScorePASS
88/100
Strong alignment with the target role. Significant issues with future dates — flagged for correction.
Skills Match85%
85%
Direct Agentic AI experience with LLMs, Python, NLP. Minor gaps in deep learning frameworks.
02.7 — Strategic Intent Engine
Tell Us Where You're Headed.
Most AI tools optimize keywords. We optimize for your career trajectory. Select your intent before dispatch — every agent adapts its strategy accordingly.
🔀
INTENT MODE A
The Pivot
Career change. Sub-60% skill match between your background and the target role. The workforce identifies your transferable functional skills and reframes your narrative to bridge the gap — without fabricating experience.
e.g. Finance Analyst → SaaS Account Executive
🎯
INTENT MODE B — MOST COMMON
The Direct Match
Same industry, same role type. Optimization is pure ATS precision — mirror exact JD terminology, surface the 14 hard requirements, eliminate keyword gaps. The highest-scoring mode for same-field applications.
e.g. Software Engineer → Senior Software Engineer (same stack)
📈
INTENT MODE C
The Step-Up
Same field, targeting a senior or leadership role. Junior-level tasks are pruned. The narrative reorients around leadership signals, budget ownership, cross-functional collaboration, and architectural decisions.
e.g. Marketing Manager → Director of Marketing
03 — A Fair Question
Why Not Just Use ChatGPT?
ChatGPT is a single model. This is a 20-agent workforce — each with a dedicated cognitive task, adversarial quality gate, and live memory of 36,000+ job records.
Capability
ResumeSquadAI
ChatGPT
Resume.io
Human Coach
O*NET SOC-code skill mapping
✓
✗
✗
✗
Zero hallucinated metrics
✓
✗
✗
Maybe
Adversarial Red Team gate
✓
✗
✗
✗
Credits never expire
✓
API cost
✗
✗
20-agent autonomous DAG
✓
✗
✗
✗
Live Memory Bank (36k+ records)
✓
✗
✗
✗
Resume + Cover + Interview Brief
✓
Manual
Extra cost
✓
88+ ATS score gate
✓
✗
Claim only
✗
Job-URL intelligence scrape
✓
✗
✗
✗
04 — Anti-Hallucination Protocol
Precision Over Prediction.
When the AI cannot verify your metrics, it leaves a field blank for human input. It never hallucinates numbers. AI analyzes. You decide.
FACTORY_FLOOR_TERMINAL · PRECISION MODE · LIVE● RUN
▶
⚠
Zero Hallucination Policy
If a metric cannot be verified from your resume or the JD, the AI inserts a [Insert Your Number] placeholder. You fill it. The system never invents data.
✓
Adversarial Gate
Every draft is attacked by the Red Team before you see it. If a cliché survives, it didn't ship. That's the contract.
05 — System Access
Not a Subscription. A Factory.
Acquire raw compute for your AI employees. Credits are permanent execution units — not a monthly lease. Buy 50 today, use 3 now, save the rest forever.
∞
Credits Never Expire. Ever.
Buy 50 today. Use 1 tomorrow. Save the rest indefinitely. No ticking clock. No forced renewal.
💯
100% Satisfaction Guarantee: If your resume scores below 88 ATS, we refund your credit. No questions asked.
The Red Team automatically triggers a re-write cycle. It returns a rejection report with specific clichés flagged, then the Content Writer revises accordingly. This loop repeats until the draft clears the adversarial gate — you never see a rejected draft.
What does the amber field system mean?
When the AI cannot verify a metric from your resume or the JD, it leaves a [Insert Your Number] placeholder highlighted in amber. You type your real figure directly into the document before downloading. No fabrication, no guessing — your credit is refunded for that run automatically.
What's the difference between a Pivot and a Direct Match run?
In a Direct Match run, the agents optimize for ATS precision — mirroring the exact JD keywords, suppressing unrelated experience. In a Pivot, they identify transferable functional skills and reframe the narrative before keyword optimization. The agent pipeline reconfigures completely based on your selection.
Why does the system need my resume if I'm targeting a specific job?
Your resume is the source of truth. It contains experience data, tenure signals, and career history that the AI uses to construct credible, verifiable bullets. Without it, the system has nothing to build from — and would be forced to hallucinate. That's exactly what we refuse to do.
Does 'credits never expire' actually mean never?
Yes. Credits are permanent execution units, not a monthly lease. Buy 50 today. Use one tomorrow. Save the rest indefinitely. No ticking clock, no renewal pressure, no expiry email. The credits are yours.
How is this different from just using ChatGPT with a resume prompt?
ChatGPT is a single model you have a conversation with. This is a 20-agent DAG pipeline where each agent has a dedicated cognitive task. The Parser uses one model for extraction, a reasoning engine for gap analysis, the Red Team adversarially attacks the draft, the Memory Bank queries 36,000+ real job records. You cannot replicate an adversarial QA gate in a ChatGPT prompt.
DEPLOY NOW
Your Next Job Is 3-5 Minutes Away.
First 2 executions free. No credit card. Credits never expire.
