identify-architecture
Analyze ML model architecture from papers and code. Use when understanding model structure for implementation.
npx skills add majiayu000/claude-skill-registry --skill identify-architecture-homericintelligence-projectodyssey-2 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Identify Architecture Analyze and document machine learning model architectures including layers, connections, and information flow. ## When to Use - Understanding paper model designs - Planning model implementation - Comparing architecture variations - Documenting neural network structure ## Quick Reference ```bash # Extract architecture from paper # Look for: "Figure X: Architecture of [Model]" # Check for: Table with layer specifications # Find: Layer descriptions (Conv2D, FC, BatchNorm, etc.) # Visualize model structure (Mojo) # var model: SimpleNet = ... # print(model) # Should show layer information ``` ## Workflow 1. **Locate architecture diagram**: Find visual architecture representation in paper 2. **List layers**: Enumerate all layers with type and parameters 3. **Document connections**: Map data flow between layers (skip connections, merges) 4. **Extract layer parameters**: For each layer record size, activation, normalization 5. **Create implementation plan**: Translate to Mojo struct/function definitions ## Output Format Architecture documentation: - Model name and source - Layer-by-layer breakdown - Layer type (Conv2D, Dense, etc.) - Parameters (kernel size, stride,
- When to Use
- Quick Reference
- Workflow
- Output Format
- References
Extract architecture from paper Look for: "Figure X: Architecture of [Model]" Check for: Table with layer specifications Visualize model structure (Mojo) var model: SimpleNet = ...
What does the identify-architecture skill do?
Analyze ML model architecture from papers and code. Use when understanding model structure for implementation.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill identify-architecture-homericintelligence-projectodyssey-2 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.