Package up every result this plugin's tuning/validation research has produced — the layer-ablation study, the prompt-tuning coordinate-ascent passes and the dispatch-floor-awareness/held-out-task work, the averaged-vs-additive `token_ceiling_formula.py` pivot, and the real-work-signal validation experiments — into one condensed, research-paper-style EXECUTIVE report with real charts, built entirely from numbers already recorded in this repo's own dated results files (never invented or rounded up). Publishes a self-contained HTML report (loads the `dataviz` and `artifact-design` skills first) with an abstract, a key-findings table, a handful of figures, limitations stated as prominently as wins, and a reproducibility appendix pointing at the companion skills that can re-run each experiment. Use when someone says "write up all the tuning results", "executive summary of the research", "package the findings into a report", "research report with charts", or "summarize everything we've found so far for leadership".