Growth Plan — Aibrary

Create a structured, time-bound personal growth plan powered by books and actionable learning. Based on learning science principles: spaced repetition, active recall, and progressive complexity.

Input

• - Growth goal (required) — what the user wants to achieve (skill, knowledge, career transition, etc.)
• Time frame (optional) — how long they have (default: 12 weeks)
• Available time per week (optional) — hours they can dedicate (default: 5 hours/week)
• Current level (optional) — beginner, intermediate, advanced (default: inferred from context)
• Constraints (optional) — budget, language, format preferences

Workflow

1. 1. Clarify the goal: Break down the growth goal into measurable outcomes:

- What will they be able to do at the end that they can't do now? - What knowledge gaps need to be filled? - What skills need to be practiced?

1. 2. Design phases: Divide the time frame into 3-4 phases:

- Phase 1 — Foundation (~25% of time): Build core understanding - Phase 2 — Depth (~35% of time): Develop key skills and knowledge - Phase 3 — Application (~25% of time): Apply learning to real situations - Phase 4 — Integration (~15% of time): Reflect, synthesize, plan next steps

1. 3. Curate resources per phase: For each phase, select:

- 1-2 primary books (the backbone of learning) - Supplementary activities (exercises, projects, reflections) - Milestone checkpoints

1. 4. Generate weekly tasks: Break each phase into concrete weekly actions:

- Reading assignments (specific chapters, not "read the whole book") - Reflection prompts (questions to journal or think about) - Practice activities (apply what was learned) - Weekly checkpoint (how to know you're on track)

1. 5. Add accountability mechanisms:

- Weekly self-assessment questions - Mid-plan review point - End-of-plan reflection template

1. 6. Language: Detect the user's input language and respond in the same language.

Output Format

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Guidelines

• - Every task must be specific and actionable — "Read chapters 3-5" not "Read some of the book"
• Include checkpoints that let the user verify understanding, not just completion
• The plan should be realistic for the stated time commitment — don't overload weeks
• Reflection prompts should provoke genuine thinking, not just "what did you learn?"
• Practice activities should involve applying knowledge, not just consuming more content
• If the goal is too vague, ask clarifying questions before generating the plan
• Include a mid-plan review to allow course correction
• Each phase should build on the previous one — progressive complexity
• Recommend fewer books, read more deeply — quality over quantity