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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.

98

1.44x

Quality

100%

Does it follow best practices?

Impact

97%

1.44x

Average score across 5 eval scenarios

Overview
Skills
Evals
Files

Evaluation results

85%

64%

Task: Basic Trigger Detection

trigger-detection

Criteria
Without context
With context

test-a-triggers-skill

0%

50%

test-a-starts-level-1

0%

100%

test-a-references-codebase

0%

100%

test-a-includes-checkpoint

0%

100%

test-b-no-skill-trigger

100%

100%

test-b-concise-response

100%

100%

test-c-triggers-skill

0%

50%

test-c-uses-codebase-example

0%

100%

100%

43%

Task: Progressive Depth Levels

progressive-depth, checkpoint-management

Criteria
Without context
With context

turn-1-level-1-content

100%

100%

turn-1-codebase-reference

0%

100%

turn-1-checkpoint

0%

100%

turn-2-level-2-content

75%

100%

turn-2-builds-on-level-1

100%

100%

turn-2-checkpoint

0%

100%

turn-3-level-3-content

100%

100%

turn-3-claude-md-integration

50%

100%

turn-3-final-checkpoint

0%

100%

turn-4-exits-gracefully

100%

100%

turn-4-no-additional-teaching

100%

100%

100%

22%

Task: Codebase Integration

codebase-integration

Criteria
Without context
With context

test-a-finds-real-files

100%

100%

test-a-file-line-format

100%

100%

test-a-shows-real-code

100%

100%

test-a-references-test-file

100%

100%

test-a-specific-class-names

100%

100%

test-b-acknowledges-no-example

0%

100%

test-b-provides-generic-example

100%

100%

test-b-suggests-applicability

0%

100%

100%

21%

Task: Checkpoint Handling

checkpoint-management, exit-handling

Criteria
Without context
With context

test-a-progresses-to-level-2

100%

100%

test-a-no-repetition

100%

100%

test-a-includes-checkpoint

100%

100%

test-b-exits-immediately

0%

100%

test-b-brief-acknowledgment

0%

100%

test-b-no-checkpoint

100%

100%

test-c-stays-at-level-1

100%

100%

test-c-addresses-specific-point

100%

100%

test-c-re-offers-checkpoint

100%

100%

test-d-skips-to-level-3

100%

100%

test-d-acknowledges-skip

100%

100%

test-e-seeks-clarification

100%

100%

test-e-offers-explicit-options

100%

100%

100%

Task: Visualization Selection

visualization-selection

Criteria
Without context
With context

test-a-uses-ascii

100%

100%

test-a-shows-sequence

100%

100%

test-a-appropriate-for-complexity

100%

100%

test-b-uses-mermaid-or-svg

100%

100%

test-b-shows-relationships

100%

100%

test-b-appropriate-for-static-structure

100%

100%

test-c-uses-animated-svg-or-mermaid-sequence

100%

100%

test-c-shows-transformations

100%

100%

test-c-emphasizes-temporal-aspect

100%

100%

test-d-recognizes-complexity-increase

100%

100%

test-d-upgrades-visualization

100%

100%

test-d-explains-why-upgrade

100%

100%

Install with Tessl CLI

npx tessl i neomatrix369/learning-opportunity
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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