neomatrix369/learning-opportunity

Progressive concept teaching through three depth levels (Core → Mechanics → Deep Dive). Creates diagrams, provides annotated code walkthroughs from the current codebase, and builds explanations from fundamentals to production internals. Triggers: "teach me about [pattern/concept]", "how does [architecture/pattern] work", "walk me through [this implementation]", "tutorial on [concept]", "deep dive into [system/pattern]", "help me understand [this design]" Use when: user requests multi-level learning about code patterns, architecture, or implementation mechanics with checkpoint-based progression. Not for: quick answers, single-sentence explanations, code fixes, or "what does this line do" questions—those are standard assistance.

1.44x

Quality

100%

Does it follow best practices?

Impact

97%

1.44x

Average score across 5 eval scenarios

Visualization Guide for Teaching

Name: neomatrix369/learning-opportunity
Rating: 0.988 (1 reviews)
Author: neomatrix369

Decision Tree

Start simple, upgrade only when necessary:

ASCII (default)
  │
  ├─ Complex relationships? → Mermaid
  │
  └─ Temporal/causal sequence? → Animated SVG

When to Use Each

ASCII (Default)

Use for: Quick illustrations, simple flows, single-path examples

Example contexts:

Function call sequences
Data structure layouts
Simple before/after comparisons
Single-responsibility illustrations

Mermaid

Use for: Complex multi-path flows, architecture, relationships

Example contexts:

Class hierarchies and dependencies
Multi-component architecture diagrams
State machines with multiple branches
System interaction diagrams

Animated SVG

Use for: Sequential processing, state changes, cause-effect cascades

Example contexts:

Request/response pipelines
Event propagation through layers
Data transformation sequences
Asynchronous workflow visualization

Examples from Codebase

Always pull examples from the current project when possible:

Reference actual file paths
Use real class/function names
Show actual patterns in use
Connect to existing architecture decisions

Install with Tessl CLI

npx tessl i neomatrix369/learning-opportunity

evals

visualization-guide.md