Personal workflow · Paperclip
Job-Search Operating System
A human-reviewed Paperclip workflow that turns job inputs into structured research, tailored application materials, tracker updates, and quality checks.
The problem
Repeated application preparation required consistent research, source checks, and review.
My contribution
Connected research, tailored materials, tracking, and quality checks in one human-reviewed workflow.
The outcome
Created 16 structured application workspaces with repeatable preparation and review.
The Challenge
Tailored applications require consistent research, source-grounded claims, role-specific writing, document handling, tracking, and review. Doing each step manually made quality harder to maintain across repeated application workspaces.
Workflow & decisions
- 01Turns a job input into a structured role and company analysis
- 02Produces tailored CV and cover-letter materials from verified candidate evidence
- 03Updates application tracking and supporting preparation artifacts
- 04Runs automated checks before the package is considered ready for human review
Human Controls
Source-grounded claims limit unsupported candidate statements
Human review remains required before any application is submitted
Quality gates check package consistency and document readiness
The workflow prepares materials but does not make the final application decision