Leverage Record: March 30, 2026

Twenty-two tasks. March 30 was the most diagram-intensive day of the entire project: a full patent diagram audit that found and fixed 219 issues across 96 figures, five sessions of deep work on the Mermaid rendering library (collision resolution, diamond centering, exit ports, blocker avoidance, overlap detection), and a content audit validating 845 specifications, 144 packages, and 696,000 questions.

The weighted average leverage factor was 21.1x, pulled down by the rendering library sessions which averaged 12-13x due to genuine algorithmic complexity. The supervisory leverage held at 175.7x.

Task Log

Aggregate Statistics

Analysis

The full diagram audit at 106.7x (task 1) was the standout. Scanning 96 figures across 12 applications, identifying 219 issues (missing numerals, duplicate references, incorrect edge styles, logic errors), and fixing all of them in 45 minutes. A human doing this work would spend two full weeks cross-referencing each figure against its specification, checking every reference numeral, and verifying every edge direction. The AI handles the cross-referencing without fatigue or drift.

The five rendering library sessions (tasks 2, 4, 9, 11, 14) consumed 515 of the 793 total Claude minutes and averaged 13.5x leverage. This is the lowest per-task leverage in the entire month, and it makes sense. Debugging visual rendering algorithms is fundamentally harder than generating code or running audits. The AI cannot see the visual output; it works from textual descriptions of pixel-level issues ("the arrow is 6 pixels short of the box"). Each fix risks regressions in other diagrams. The work is iterative, exploratory, and requires deep understanding of computational geometry.

The content audit (task 10, 12x) validated 845 domain specifications, 144 synthesized packages, 696,000 generated questions, and 1,894 lab definitions in 20 minutes. This is exhaustive verification, not sampling. Every spec checked against schema, every package validated for completeness, every question bank verified for count consistency.

The diagram fix tasks (12-22) represent the cleanup pass after the audit and library work. Each task fixes specific findings in specific figures. The low leverage factors (3.8x to 11.2x) reflect the precision nature of the work: small, targeted edits where the overhead of reading the spec, understanding the context, and making the edit dominates the actual change.

The supervisory leverage of 175.7x held despite the library debugging sessions. Ninety-five minutes of prompt-writing time produced 278 hours of output. The rendering library sessions required longer prompts (5-10 minutes each) to describe the visual issues precisely, which is why the per-task supervisory leverage on those is lower than usual.