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| 1 | +# Specialization Study Tracks |
| 2 | + |
| 3 | +This document defines how deeper specialization areas can be taught as reusable study tracks inside the wider `lippytm` ecosystem. |
| 4 | + |
| 5 | +## Purpose |
| 6 | +Turn growing specialization areas into clearer tracks that builders can study, practice, review, and eventually package into reusable systems. |
| 7 | + |
| 8 | +## Core Principle |
| 9 | +A good specialization track should connect setup, exercises, review loops, sandbox practice, and reusable outputs instead of being just a list of topics. |
| 10 | + |
| 11 | +## Study Track Types |
| 12 | + |
| 13 | +### 1. Programming Tracks |
| 14 | +Use for: |
| 15 | +- language practice |
| 16 | +- debugging and testing |
| 17 | +- toolkit usage |
| 18 | +- environment-specific exercises |
| 19 | + |
| 20 | +### 2. Machine Learning Tracks |
| 21 | +Use for: |
| 22 | +- workflow practice |
| 23 | +- evaluation exercises |
| 24 | +- retrieval and embeddings practice |
| 25 | +- experimentation and review loops |
| 26 | + |
| 27 | +### 3. Blockchain Tracks |
| 28 | +Use for: |
| 29 | +- wallet practice |
| 30 | +- contract practice |
| 31 | +- testing and deployment exercises |
| 32 | +- safe experimentation paths |
| 33 | + |
| 34 | +### 4. Agent and Workflow Tracks |
| 35 | +Use for: |
| 36 | +- routing exercises |
| 37 | +- secure workflow practice |
| 38 | +- evaluation loops |
| 39 | +- sandboxed agent patterns |
| 40 | + |
| 41 | +## Core Parts of a Track |
| 42 | +- setup path |
| 43 | +- lesson or exercise path |
| 44 | +- review path |
| 45 | +- sandbox path |
| 46 | +- reuse path into packs, kits, or templates |
| 47 | + |
| 48 | +## Best Practices |
| 49 | +- keep tracks modular |
| 50 | +- attach setup, review, and security notes |
| 51 | +- connect repeated study patterns into reusable packs |
| 52 | +- use study loops to decide what should become a specialization product or kit |
| 53 | +- archive weak tracks clearly when stronger versions replace them |
| 54 | + |
| 55 | +## Connected Repositories |
| 56 | +- `lippytm-lippytm.ai-tower-control-ai` |
| 57 | +- `MyClaw.lippytm.AI-` |
| 58 | +- `OpenClaw-lippytm.AI-` |
| 59 | +- `Factory.ai` |
| 60 | +- `The-Encyclopedia-of-Everything-Applied-ChatAIBots` |
| 61 | + |
| 62 | +## Guiding Principle |
| 63 | +Specialization becomes more teachable when it is organized into repeatable study tracks with setup, practice, review, and reuse paths. |
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