Get usable width and height in pixels after accounting for margins.

Check if an author already exists in people.xml.

Load existing comments from files to enable replies.

Load notes from file. Returns empty list if file doesn't exist (lazy loading).

Check if a value has the general structure of a UUID.

Check if a value has the general structure of a UUID.

Execute API request (core method that can be retried). Args: system_message: Optional system message api_messages: Li

Execute API request (core method that can be retried). Args: api_messages: List of messages in OpenAI format tools: O

Open directory in system file manager (cross-platform).

Parse Anthropic response into LLMResponse. Args: response: Anthropic Message response Returns: LLMResponse o

Parse OpenAI response into LLMResponse. Args: response: OpenAI ChatCompletion response (full response object) Returns:

Prepare the request for Anthropic API. Args: messages: List of conversation messages tools: Optional list of availabl

Prepare the request for OpenAI API. Args: messages: List of conversation messages tools: Optional list of available t

Preprocess XML to handle mc:Ignorable attribute properly.

Preprocess XML to handle mc:Ignorable attribute properly.

Process skill content to replace relative paths with absolute paths. Supports Progressive Disclosure Level 3+: converts relative fil

Remove a background shell from management (internal use only).

Recursively remove all elements not in allowed namespaces.

Recursively remove all elements not in allowed namespaces.

Remove template tags from XML text nodes and collect warnings. Template tags follow the pattern {{ ... }} and are used as placeholders

Remove template tags from XML text nodes and collect warnings. Template tags follow the pattern {{ ... }} and are used as placeholders

Resolve MCP config path with fallback logic. Priority: 1. If the specified path exists, use it 2. If mcp.json doesn't exist, try mcp

Save notes to file. Creates parent directory and file if they don't exist (lazy initialization).

Set up comment infrastructure in unpacked directory. Args: track_revisions: If True, enables track revisions in settings.xml

Message history summarization: summarize conversations between user messages when tokens exceed limit Strategy (Agent mode): - Keep a

Create people.xml if it doesn't exist.

Add RSID and optionally enable track revisions in settings.xml. Args: path: Path to settings.xml track_revisions: If

Wrap a single line of text to fit within max_width_px.

Add a frame to the GIF. Args: frame: Frame as numpy array or PIL Image (will be converted to RGB)

Run the agent loop with MCP tools.

Apply font properties to a text run.

Apply kaleidoscope effect by mirroring/rotating frame sections. Args: frame: Input frame segments: Number of mirror segments

Apply formatting properties to a paragraph.

Apply text replacements from JSON to PowerPoint presentation.

Blend two colors together. Args: color1: First RGB color color2: Second RGB color ratio: Blend ratio (0.0 = all colo

Calculate position along a parabolic arc (natural motion path). Args: start: (x, y) starting position end: (x, y) ending pos

Calculate if and how much two rectangles overlap. Args: rect1: (left, top, width, height) of first rectangle in inches rect2: (le

Clear bullet formatting from a paragraph.

Recursively collect all shapes with valid text, calculating absolute positions. For shapes within groups, their positions are relative to the gro

Compare paragraph counts between original and new document.

Compare paragraph counts between original and new document.

Strip unnecessary whitespace and remove comments.

Strip unnecessary whitespace and remove comments.

Convert PowerPoint to images via PDF, handling hidden slides.

Count the number of paragraphs in the original docx file.

Count the number of paragraphs in the original docx file.

Count the number of paragraphs in the unpacked document.

Count the number of paragraphs in the unpacked document.

Create attention-grabbing pulse (good for emoji GIFs). Args: emoji: Emoji to pulse num_frames: Number of frames fram

Create frames for a bouncing animation. Args: object_type: 'circle', 'emoji', or 'custom' object_data: Data for the object (

Factory function to create the appropriate MCP connection. Args: transport: Connection type ("stdio", "sse", or "http") command:

Crossfade between two objects. Args: object1_data: First object configuration object2_data: Second object configuration

Create excited wiggle for emoji GIFs. Args: emoji: Emoji to wiggle num_frames: Number of frames frame_size: Frame si

Create dramatic explosion zoom effect. Args: emoji: Emoji to explode num_frames: Number of frames frame_width: Frame

Create thumbnail grid from slide images with optional placeholder outlining.

Create multiple thumbnail grids from slide images, max cols×(cols+1) images per grid.

Create placeholder image for hidden slides.

Create animated kaleidoscope effect. Args: base_frame: Frame to apply effect to (or None for demo pattern) num_frames: Numbe

Create a loading spinner animation. Args: num_frames: Number of frames spinner_type: Type of spinner size: Spinner s

Create "mind blown" dramatic zoom with shake. Args: emoji: Emoji to use num_frames: Number of frames frame_width: Fr

Create animation with multiple objects sliding in sequence. Args: objects: List of object configs with 'type', 'data', 'direction',

Create simple particle burst effect. Args: num_frames: Number of frames particle_count: Number of particles center_p

Create quick flip for emoji GIFs. Args: emoji_front: Front emoji emoji_back: Back emoji num_frames: Number of frames

Calculate screen shake offset for a frame. Args: intensity: Shake intensity in pixels frame_index: Current frame number

Create frames for a shaking animation. Args: object_type: 'circle', 'emoji', 'text', or 'custom' object_data: Data for the o

Morph through a sequence of shapes. Args: shapes: List of shape dicts with 'radius' and 'color' num_frames: Total number of

Create zoom animation. Args: object_type: 'emoji', 'text', 'image' object_data: Object configuration num_frames: Num

Remove duplicate or near-duplicate consecutive frames. Args: threshold: Similarity threshold (0.0-1.0). Higher = more st

Delete a slide from the presentation.

Demo: Agent using Session Notes to remember context.

Demo using LLMClient with Anthropic provider.

Demo: Agent executes bash commands.

Demo: Execute bash commands.

Demo using LLMClient with default provider.

Demo: Direct usage of Session Note tools.

Demo: Edit an existing file.

Demo: Agent creates a file based on user request.

Demo: Full-featured agent with all capabilities.

Demo: Interactive conversation with agent.

Demonstrate using multiple Tool instances.

Demo using LLMClient with OpenAI provider.

Compare responses from both providers.

Demo: Read a file.

Demonstrate Tool schema conversion methods.

Demonstrate using Tool objects with LLM.

Demo: Write a new file.

Detect overlapping shapes and update their overlapping_shapes dictionaries. This function requires each ShapeData to have its shape_id already se

Properly disconnect from the MCP server.

Draw text on a frame. Args: frame: PIL Image to draw on text: Text to draw position: (x, y) position (top-left unles

Duplicate a slide in the presentation.

Bounce ease-in (bouncy start).

Quadratic ease-out (fast start, decelerating).

Emit a burst of particles. Args: x, y: Emission position count: Number of particles to emit spre

Evaluate a single QA pair with the given tools.