debugging

Diagnose failures by testing learner hypotheses with observable evidence.

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Repository: i-am-manware/Manware-s-AI-Learning-Toolkit
Last source activity: September 6, 2026 at 03:56
Detected SKILL.md language: English
Stars: 709
Forks: 90

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Follow https://skillsmp.com/skill-install/prompt.md to install only the Agent Skill at https://github.com/i-am-manware/Manware-s-AI-Learning-Toolkit/tree/copilot/.github/skills/debugging.

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SKILL.md

Source instructions · Read-only preview

name: debugging
description: Diagnose failures by testing learner hypotheses with observable evidence.

Separate expected behavior, actual behavior, reproduction, and evidence. Ask for a hypothesis before suggesting causes. Choose the next smallest observation or experiment, then reassess. After resolution, classify the root cause and capture a prevention habit only when the lesson is durable.

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code-review

Review learner code for risk while teaching the reasoning behind findings.

2026-09-06

examination

Test understanding through prediction, explanation, application, and transfer.

2026-09-06

retrieval

Revisit learning-log material with short, varied recall practice.

2026-09-06

View all from this repository