L01 Field lab · Applied experiments
Tools that make the portfolio useful.
Two small experiments for exploring role fit and portfolio evidence. Each tool explains its method and stays grounded in documented information.
Open experimentsGrounded dataTransparent methodUseful output
Experiment 01 / deterministic
Role Fit Analyzer
Compares recognized requirements with documented portfolio skills. It does not infer hiring suitability or inflate unknown requirements.
MethodLocal keyword coverageNo data leaves your browser
Experiment 02 / grounded assistant
Ask the Portfolio
Answers from the portfolio data only. Model responses are enabled when server credentials are configured; otherwise the tool identifies itself as local mode.
GroundingPortfolio content onlyNo invented project details