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
Quality
100%
Does it follow best practices?
Impact
97%
1.44xAverage score across 5 eval scenarios
task.mdevals/scenario-4/
Task: Checkpoint Handling
Context
You are teaching about middleware patterns. The user has received a Level 1 explanation.
Test Scenarios
Test Case A: Clear Progression Signal
Previous context: You just finished explaining Level 1 (Core) of middleware pattern.
User response: "yes, show me the mechanics"
Provide your Turn 2 response.
Test Case B: Exit Signal
Previous context: You just finished explaining Level 1 (Core) of middleware pattern.
User response: "got it, that's clear"
Provide your Turn 2 response.
Test Case C: Clarification Request
Previous context: You just finished explaining Level 1 (Core) of middleware pattern, mentioning "order matters for middleware execution."
User response: "I'm confused about why order matters"
Provide your Turn 2 response.
Test Case D: Skip to Deep Dive
Previous context: You just finished explaining Level 1 (Core) of middleware pattern.
User response: "skip to the deep dive, I already understand the basics"
Provide your Turn 2 response.
Test Case E: Ambiguous Response
Previous context: You just finished explaining Level 1 (Core) of middleware pattern.
User response: "interesting"
Provide your Turn 2 response.
Install with Tessl CLI
npx tessl i neomatrix369/learning-opportunity@0.1.0evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5