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AI-Assisted Workflow Tools
A set of AI-assisted local workflow tools for organizing messy inputs, adding review gates, and turning scattered material into usable working memory.
Synthetic public view Operator workflow loop
Capture
Classify
Review queue
Searchable output
Human gateEditable tagsUseful retrieval
human gate
organized memory
Problem
Operators accumulate screenshots, notes, files, and documents faster than they can name, sort, or retrieve them.
What I Designed
Specified an intake and review workflow for naming, tagging, quarantining, and searching local artifacts, then used AI coding assistance to help implement and iterate.
Validation
Tested whether outputs were useful, reviewable, and easy to correct instead of treating automation as automatically right.
Adoption Fit
Shows the operating pattern behind David's best-fit roles: discovery, workflow design, AI-assisted implementation, validation, and adoption.
Positioning note
This work is framed as AI-assisted implementation. My ownership is problem definition, workflow design, evaluation criteria, validation, rollout, user feedback, and adoption. Coding-heavy pieces were built with AI coding assistance.