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moranetz/README.md

Marion Moranetz

San Francisco

Four things I found by measuring what usually gets argued about.

15 of the 39 most-taught persuasion techniques have no peer-reviewed study behind them. 11,785 records screened across 7 databases, 44 extracted. The protocol and the deviation log were committed before the results, so the work can be checked against what I said I would do. closing-evidence-atlas

A colour that clears WCAG 4.5:1 against a dark ground lands at APCA Lc 35, under the floor for text at any size. The standard false-passes dark interfaces. One file, no dependencies, and --selftest reproduces four published reference values before you trust a number out of it. apca-gate

A citation pass on my own taxonomy corrected three of my errors and pulled two citations that do not resolve to any real publication. Assessment 001 carries two adverse findings and no composite score, because only one of six criteria was settleable from public evidence. cognitive-attack-surface

I pre-registered a four-arm trial on my own cold-outreach openers and published the result regardless of which way it went. 400 decisions, 12 weeks. sales-instrument


Other instruments

  • mechanism-detector — names which psychological mechanism an AI conversation is running, turn by turn. Labels manipulation and has no generation endpoint.
  • pam1-bandit — a fruit-fly mushroom-body model playing a slot machine, and a sweep for which payout schedule hooks it hardest.
  • lsm-discovery — a Python replication of Pennebaker's Language Style Matching, validated on persuasive dialogue.
  • clearframe-public — names the persuasion techniques in a headline and steelmans both sides without ideology labels.

Shipped

Nine iOS apps on the App Store, written solo in SwiftUI. weight-and-watt computes your maintenance number from your own weight trend rather than from a formula. WeighIt is decision analysis built on Analysis of Competing Hypotheses.

Selected work →

Pinned Loading

  1. apca-gate apca-gate Public

    A contrast gate that does not lie in the dark. WCAG 2 false-passes dark UI; on a dark ground you need ~11:1 to reach the APCA body-text minimum. One file, no dependencies, verifies itself against p…

    Python

  2. closing-evidence-atlas closing-evidence-atlas Public

    Pre-registered systematic review with Bayesian meta-analysis: screening protocol, effect-size extraction, and a survivor/fragile/refuted verdict table over a persuasion-technique literature.

    Python

  3. cognitive-attack-surface cognitive-attack-surface Public

    Defensive, evidence-graded taxonomy mapping influence techniques to the cognitive mechanisms they exploit — each with a countermeasure and a testable audit criterion. Includes a published citation …

  4. mechanism-detector mechanism-detector Public

    A defensive instrument that names which psychological mechanism an AI conversation is using, turn by turn. Labels manipulation, never generates it.

    HTML

  5. pam1-bandit pam1-bandit Public

    A fruit fly mushroom-body model playing a slot machine, and a sweep that finds which payout schedule hooks it hardest

    HTML

  6. weight-and-watt weight-and-watt Public

    Weight & Watt — your real maintenance number, computed from your weight trend × eaten calories. SwiftUI + HealthKit.

    Swift