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analyze-equations
Imported from https://github.com/mvillmow/ProjectOdyssey.
Packaged view
This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.
Stars
14
Hot score
86
Updated
March 19, 2026
Overall rating
C4.1
Composite score
4.1
Best-practice grade
S96.0
Install command
npx @skill-hub/cli install mvillmow-projectodyssey-analyze-equations
Repository
mvillmow/ProjectOdyssey
Skill path: .claude/skills/tier-2/analyze-equations
Imported from https://github.com/mvillmow/ProjectOdyssey.
Open repositoryBest for
Primary workflow: Ship Full Stack.
Technical facets: Full Stack.
Target audience: everyone.
License: Unknown.
Original source
Catalog source: SkillHub Club.
Repository owner: mvillmow.
This is still a mirrored public skill entry. Review the repository before installing into production workflows.
What it helps with
- Install analyze-equations into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
- Review https://github.com/mvillmow/ProjectOdyssey before adding analyze-equations to shared team environments
- Use analyze-equations for development workflows
Works across
Claude CodeCodex CLIGemini CLIOpenCode
Favorites: 0.
Sub-skills: 0.
Aggregator: No.
Original source / Raw SKILL.md
---
name: analyze-equations
description: "Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation."
mcp_fallback: none
category: analysis
tier: 2
---
# Analyze Equations
Extract and parse mathematical equations from research papers to understand computational requirements
and implementation details.
## When to Use
- Converting paper formulas to code implementations
- Understanding algorithm mathematical foundation
- Identifying performance-critical computations
- Planning SIMD optimization strategies
## Quick Reference
```bash
# Extract LaTeX equations from PDF
pdftotext -layout paper.pdf - | grep -E '\$\$|\\begin\{equation\}' | head -20
```
## Workflow
1. **Extract equations**: Identify and extract LaTeX/mathematical notation from source documents
2. **Parse components**: Break down complex equations into primitive operations
3. **Identify variables**: Document input parameters, intermediate values, output
4. **Determine data types**: Specify scalar vs vector operations, precision requirements
5. **Map to implementation**: Connect mathematical notation to code operations (matrix multiply, activation, etc.)
## Output Format
Mathematical analysis document:
- Extracted equations (with source references)
- Component breakdown (operands, operations)
- Variable definitions and constraints
- Data type requirements (float32, float64, int32)
- Mojo implementation mapping
## References
- See CLAUDE.md > Language Preference for Mojo ML implementations
- See `extract-algorithm` skill for algorithmic interpretation
- See `/notes/review/mojo-ml-patterns.md` for Mojo tensor operations