Code To Mindmap

Use when (1) user pastes source code and wants to visualize it as a mind map, node graph, or tree diagram. (2) user says "show this as a mindmap", "draw the architecture", "make a flowchart of this code", or "visualize the structure". (3) user wants to understand an unfamiliar codebase by seeing its structure visually.

Use when (1) user pastes source code and wants to visualize it as a mind map, node graph, or tree diagram. (2) user says "show this as a mindmap", "draw the architecture", "make a flowchart of this code", or "visualize the structure". (3) user wants to understand an unfamiliar codebase by seeing its structure visually.

Core Position

This skill solves the specific problem of: code structure is hard to grasp from raw text — a visual map reveals relationships, hierarchy, and architecture at a glance.

This skill IS NOT:

• A code documentation tool — it produces visual diagrams, not written docs
• A UML class diagram tool — use PlantUML for detailed class relationships
• A code formatter — it does not change source code

This skill IS activated ONLY when: source code + visualization intent are both present.

Modes

/code-to-mindmap

Default mode. Parses source code and outputs a Mermaid-compatible mindmap or graph.

When to use: User provides code and wants a visual structure diagram.

/code-to-mindmap/hierarchy

Outputs a tree showing file/folder hierarchy without analyzing imports.

When to use: User wants to see project structure, not code relationships.

Execution Steps

Step 1 — Parse the Code Structure

1. Receive source code (single file, snippet, or multi-file content)
2. Detect language and framework:
   • Python: parse def, class, import, async def
   • JavaScript/TypeScript: parse function, const, class, import, export
   • Go: parse func, type, struct, package
   • General: detect class definitions, function definitions, module-level declarations
3. Identify:
   • Entry points (main, app, index)
   • Class/struct names and their methods
   • Top-level functions
   • Cross-file dependencies (import/require statements)
4. Build a hierarchical tree: modules → classes → methods → nested logic

Step 2 — Select Diagram Type

Code Shape	Diagram Type
Single file, class-heavy	Mindmap (center = class, branches = methods)
Multi-file, import dependencies	Graph (nodes = files, edges = imports)
Hierarchical directory	Tree / flowchart
State machine or flow	State diagram
Call graph (who calls whom)	Flowchart / directed graph

Step 3 — Generate Diagram

Output as Mermaid mindmap or graph LR format:

Rendering diagram...

For large codebases (>20 nodes), summarize: show top-level structure only, note that deeper nodes exist.

Step 4 — Validate

• All detected classes/functions appear as nodes
• Root/entry point is clearly marked as the center
• No fabricated nodes (only from actual code)
• Mermaid syntax is valid and renderable

Mandatory Rules

Do not

• Do not make up method names, class names, or relationships not in the code
• Do not render >30 nodes in a single diagram (split into sub-diagrams)
• Do not replace source code comments with diagram comments
• Do not activate for pseudo-code or algorithm descriptions without actual code

Do

• Use the language's actual syntax to detect structure
• Label nodes with function signatures for disambiguation (e.g., calculate_sum(nums: list) -> int)
• Mark external library calls differently from project-internal calls
• Preserve the root entry point as the diagram center

Quality Bar

A good output:

• Every class and function in the provided code appears as a labeled node
• Relationships (calls, imports, inheritance) are represented as edges
• The diagram is valid Mermaid and renders correctly
• Entry points are visually distinct (center or top)

A bad output:

• Adds classes or methods not in the source code
• Renders >30 nodes making the diagram unreadable
• Misrepresents call direction (A calls B shown as B calls A)
• Output is not valid Mermaid syntax

Good vs. Bad Examples

Scenario	Bad Output	Good Output
Single Python class	All methods listed flat with no hierarchy	Center = class name, methods as child nodes
Multi-file project	One giant diagram with 50 nodes	Multiple sub-diagrams per module
Imported standard library	Treated as internal dependencies	Marked differently (dashed border)
Anonymous/lambda functions	Omitted	Listed as "anonymous / lambda"

References

• references/ — Mermaid mindmap syntax guide, language-specific parsing patterns, code architecture patterns
• scripts/render.py — Render Mermaid diagram to PNG/SVG