tokunboajayi/jobdec

### Autonomous Multi-Agent Internship & Job Application Engine
Local-first neural embeddings, multi-ATS browser automation, self-healing rule learning, and full-screen Cyberdeck telemetry.
## 💡 Why jobdec?
The modern job application process is deeply broken. High-caliber students and engineers spend 30–40 hours every week manually copying and pasting their work history into dozens of identical Workday, Greenhouse, Taleo, and iCIMS forms—only to get ghosted by automated filters.
jobdec flips the script.
It is an autonomous agentic pipeline designed to run locally on your machine. It scans for fresh postings, evaluates true technical and category fit using local neural embeddings, signs in or creates applicant accounts in headless Chromium, handles dynamic email verification codes (OTP), answers questions using verified candidate rules, and continuously learns from site friction.
> [!IMPORTANT]
> jobdec is NOT a mindless application spammer.
> It enforces strict fit-score gating (0–10), daily application limits, protected employer lists, and a zero-guess safety guardrail that refuses to fabricate answers to legal, background, or demographic questions.
## 🏛️ Architecture & Agent Workflow
mermaid
graph TD
A[Job Sources SimplifyJobs US Postings] --> B[Job Scout Agent Local Embeddings / Claude]
B --> C{Fit Gate Score >= 4.0 & Cap Room?}
C -->|Below Threshold| D[Logged & Skipped]
C -->|Qualified| E[Browser Automation Playwright Chromium]
E --> F[Auth & Verification Gmail IMAP OTP & Activation]
E --> G[Form Answerer profile.json Rules & Semantic Fast-Resolver]
E --> H[Application Submitted]
H --> I[Inbox Analyst Outcome Tracking & Confirmations]
E -->|New Form Question| J[Site Fixer & Replay Self-Healing Rules Engine]
J --> G
H --> K[Daily Briefing & Ledger]
### The 7 Autonomous Agents
1. Job Scout (agents/jobscout.py): Fetches full job descriptions via ATS APIs or HTML, compares keyword coverage and neural embeddings against your master profile, and scores fit from 0 to 10.
2. Resume Tailor (agents/resumetailor.py): Permutes bullet order and skills lines from your verified master resume to highlight relevant experience for each specific job requisition.
3. Form Answerer (agents/formanswerer.py + brain/resolver.py): Resolves screening questions in sub-milliseconds using compiled regex rules and semantic embeddings.
4. Auth & Account Verifier (authmanager.py + accountverifier.py): Handles Workday/ATS user registrations and checks your Gmail inbox via IMAP to auto-activate accounts and retrieve 2FA security codes (OTP) in flight.
5. Inbox Analyst (agents/inboxanalyst.py + outcomes.py): Reads incoming recruiter responses (confirmations, coding assessments, interview invitations, rejections) and flags high-priority items.
6. Site Fixer (agents/sitefixer.py): Detects unanswered questions or stuck form elements and generates permanent, tested regex rules in profile.json so the pipeline never trips over the same question twice.
7. Coordinator (dailyrun.py): Orchestrates all agents, maintains process isolation, writes audit trails to results.csv, and publishes your daily intelligence briefing.
## 🖥️ Cyberdeck Terminal & Web HUD