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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

task.mdevals/scenario-1/

Task: Basic Trigger Detection

Context

You are working in a TypeScript React codebase with the following file structure:

src/
├── hooks/
│   └── usePageData.ts
├── services/
│   └── UserService.ts
└── components/
    └── Dashboard.tsx

Sample File: src/hooks/usePageData.ts

import { useState, useEffect } from 'react';
import { fetchPageData } from '../services/api';

export function usePageData(pageId: string) {
  const [data, setData] = useState(null);
  const [loading, setLoading] = useState(true);
  const [error, setError] = useState(null);

  useEffect(() => {
    setLoading(true);
    fetchPageData(pageId)
      .then(setData)
      .catch(setError)
      .finally(() => setLoading(false));
  }, [pageId]);

  return { data, loading, error };
}

Test Cases

Test Case A: Teaching Request (should trigger skill)

User message: "teach me about the usePageData hook"

Respond to this user message.

Test Case B: Quick Q&A (should NOT trigger skill)

User message: "what does line 12 in usePageData.ts do?"

Respond to this user message.

Test Case C: Architecture Question (should trigger skill)

User message: "how does custom hooks work in React?"

Respond to this user message.

Install with Tessl CLI

npx tessl i neomatrix369/learning-opportunity

evals

scenario-1

rubric.json

task.md

examples.md

IMPROVEMENTS.md

SKILL.md

tile.json

trigger-reference.md

visualization-guide.md