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WORKOPS_SPEC.md — System Definition v1.0

1. Vision

The WorkOps OS is a forensic-grade automation system for career management. It transforms job seeking into a predictable, reproducible engineering pipeline.

2. Core Modules

  • Intake: Multi-source ingestion (RSS, ATS, Web) -> Raw Data.
  • Scoring: Multi-factor ranking engine (Tech Stack, Seniority, Remote) -> Scored Job.
  • Pack Generator: Template-based DOCX/PDF generation -> Forensic Application Pack.
  • Orchestra: Multi-LLM coordination via Context Bundles & Prompt Registry.
  • Evidence: Forensic audit logs and Proof Packs for every action (EAGLE).

3. Data Models

  • Master Profile: The source of truth for person/project data.
  • Job Post: Normalized schema for job opportunities.
  • Application Pack: Atomic folder containing all artifacts for a specific application.

4. Hard Gates (CUT)

  • GATE_INTEGRITY: All packs must pass verify_pack.py (SHA256 check).
  • GATE_APPROVAL: No application data leaves the system without explicit APPROVED=true.
  • GATE_PROOF: No "Done" status without a corresponding Proof Pack ZIP.

5. Agent Contracts

Agents (AntiGravity, Hermes, etc.) must:

  1. Load the active Context Bundle.
  2. Use Prompts only from the Prompt Registry.
  3. Deliver results as Proof Packs.