Adaptive Presentation Studio

Core Problem Addressed

In technical workflows, manually consolidating data, insights, and materials scattered across multiple file formats into a structured, visually consistent presentation is time-consuming and error-prone. Key pain points include overlooking critical information, repetitive formatting efforts, and difficulty ensuring logical coherence and accurate data visualization under tight deadlines, especially when sources are heterogeneous.

How the Skill Works

Positioned as a presentation strategy consultant and content design expert, this skill solves these issues through the following core capabilities and steps:

Core Capabilities:
- Multi-Source Intelligent Parsing: Automatically reads .xlsx, .docx, .pdf, .csv, .pptx and other files, identifies tables, text, and images, and flags encoding or formatting issues.
- Goal-Driven Narrative Planning: First infers the audience, purpose, and decision request of the presentation, then matches narrative modes like report (results→problems), proposal (problem→strategy), or data (trends→anomalies) to ensure logical rigor.
- Content-Driven Dynamic Layout: Selects diverse page types (e.g., cover, chart, comparison, process) based on each page's core point (e.g., a conclusive title), avoids layout repetition, and ensures data pages reserve space for charts.
- Automatic Visual System Adaptation: Incorporates 13 built-in visual systems (such as clean-professional, data-dashboard) or extracts a user-provided reference template to maintain stylistic consistency.
- Multi-Level Review and Recovery: Performs content review (checking number sources, placeholder text), layout checks (preventing overflow, small fonts), and automatically retries or generates fallback pages upon rendering failures.

Key Workflow Steps:
1. Parsing and Inventory: Scans all files, aggregates text, data, and images, and reports parsing status.
2. Narrative Structuring: Generates a deck_spec.json based on the task, planning each page's goal, type, and layout.
3. Visual Translation: Applies the selected visual system or template to map content onto specific layouts.
4. Rendering and Validation: Generates the .pptx file alongside diagnostic reports like analysis.json and content_review.json for easy human verification.

Applicability Boundaries and Notes

To avoid misjudging output quality, note the following limitations:
- File Format Constraints: Scanned PDFs cannot be text-extracted directly and must first be converted to a searchable format; old.xls` files may lose formulas and charts. - **Content Fidelity Principle**: **Never fabricate** any numbers, sources, or text from images; complex materials may lead to truncation, with coverage rates reported. - **Output Positioning**: The output is a **professional editable draft**—all data, titles, and business judgments require final user confirmation, especially for precise statistics. - **Automation Boundaries**: The image planning feature defaults to planning but **does not invoke external models autonomously**; host capabilities are required. Pure local.pptx` generation does not involve start/stop scripts.

In summary, this skill automates tedious material consolidation and formatting, allowing creators to focus more on content strategy and review rather than layout adjustments.