Aibrary Growth Plan

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name: aibrary-growth-plan description: "[Aibrary] Create a structured personal growth plan with book recommendations, milestones, and actionable weekly tasks. Use when the user wants to create a learning plan, build a study schedule, develop a skill systematically, plan their personal or professional development, or set up a growth roadmap. Trigger on phrases like 'create a plan to learn', 'help me grow in', 'I want to develop', or any structured self-improvement intent."

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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. 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?

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

3. Curate resources per phase: For each phase, select: - 1-2 primary books (the backbone of learning) - Supplementary activities (exercises, projects, reflections) - Milestone checkpoints

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)

5. Add accountability mechanisms: - Weekly self-assessment questions - Mid-plan review point - End-of-plan reflection template

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

Output Format

# 🌱 Growth Plan: [Goal]
Duration: [X weeks] | Weekly commitment: [X hours] | Current level: [Level]
Goal Definition
By the end of this plan, you will:
[Measurable outcome 1]
[Measurable outcome 2]
[Measurable outcome 3]
Phase 1: Foundation (Weeks 1-[X])
*Goal: [What this phase achieves]*
📖 Primary book: [Book Title] by [Author]
*Why*: [How this book serves the foundation]
Week 1
[ ] Read: [Book], Chapters [X-Y] (~[Z] pages)
[ ] Reflect: [Specific reflection prompt]
[ ] Practice: [Specific activity]
[ ] Checkpoint: [How to verify understanding]
Week 2
[ ] Read: [Book], Chapters [X-Y]
[ ] Reflect: [Reflection prompt]
[ ] Practice: [Activity]
[ ] Checkpoint: [Verification]
...
Phase 2: Depth (Weeks [X]-[Y])
*Goal: [What this phase achieves]*
📖 Primary book: [Book Title] by [Author]
Week [X]
...
Phase 3: Application (Weeks [X]-[Y])
*Goal: [What this phase achieves]*
📖 Primary book: [Book Title] by [Author]
Week [X]
...
Phase 4: Integration (Weeks [X]-[Y])
*Goal: [What this phase achieves]*
Week [X]
[ ] Review: Revisit key concepts from Phase 1-3
[ ] Reflect: [Deep reflection prompt]
[ ] Create: [Synthesis project — write, teach, or build something]
[ ] Plan next: Identify the next growth goal
📊 Mid-Plan Review (Week [X])
Ask yourself:
1. Which concepts have clicked? Which still feel unclear?
2. Am I applying what I'm learning? Where?
3. Does the pace feel right? Adjust if needed.
🎯 End-of-Plan Reflection
1. What were my 3 biggest insights?
2. What skill or knowledge did I gain that I didn't have before?
3. How has my thinking changed?
4. What's my next growth goal?
*Growth plan created by Aibrary — structured learning for lasting growth.*

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