The GSoC Playbook

Break down this accepted GSoC proposal into weekly contribution milestones and actionable tasks. Include:
- Pre-proposal contribution tasks (what to do before applying)
- Week-by-week coding milestones during the 12-week program
- Testing and documentation phases
- Stretch goals if ahead of schedule

[Paste accepted proposal from GitHub here]

Explore the code repository for [Organization Name] from three perspectives:
1. Software Architect: system design, architecture patterns, tech stack, data flow
2. Software Developer: code structure, key algorithms, dependencies, coding standards
3. Product Manager: core features, usability, alignment with project goals

After analysis, create a structured summary with:
- High-level architecture overview
- Key files and their purposes
- Contribution opportunities for a beginner
- Questions I should ask mentors

Create a detailed 12-week GSoC timeline for this project goal: [Your Project Idea]

Break it down into:
- Community Bonding (Weeks 1-2): environment setup, codebase deep-dive, plan refinement
- Coding Phase 1 (Weeks 3-6): key features and milestones
- Mid-term Evaluation (Week 7): clear deliverable
- Coding Phase 2 (Weeks 8-11): remaining features, integration, testing
- Final Week (Week 12): code cleanup, documentation, final submission

For each week, specify: concrete deliverables, potential blockers, mentor check-in points

Act as a personalized learning coach. I want to learn [Technology/Framework] for my GSoC project.

Current knowledge: [e.g., "Beginner with basic Python knowledge"]
Time available: [e.g., "10 hours per week"]
Learning style: [e.g., "Hands-on, project-based"]
Goal: [e.g., "Build a REST API and contribute to a GSoC project using Django"]

Create a learning plan with:
1. Skill tree breakdown (prerequisites and core concepts)
2. Week-by-week roadmap with milestones
3. Curated resources matching my learning style
4. Practice exercises for each topic
5. A real-world mini-project to solidify learning

Generate a comprehensive README.md for this code:

[Paste your code]

Include:
1. Project title and description
2. Installation instructions
3. Usage examples with code blocks
4. API documentation (if applicable)
5. Potential security vulnerabilities
6. Contributing guidelines

Conduct a thorough code review of this [Language] code. Focus on:
- Code quality and readability
- Performance optimizations
- Security vulnerabilities (SQL injection, XSS, etc.)
- Best practices for [Language/Framework]
- Maintainability and SOLID/DRY principles

For each issue found, provide:
1. Problem explanation
2. Why it matters
3. Specific fix with code example

Code:
[Paste your code]