Construct gated, evidence-based curricula from diffs, PRs, and planning documents.
npx skills add https://github.com/bestdan/workflow-skills --skill tutor-bestdan
Please help me install this Agent Skill. Skill: tutor Source: https://github.com/bestdan/workflow-skills/tree/main/skills/tutor Command: npx skills add https://github.com/bestdan/workflow-skills --skill tutor-bestdan
This skill solves the problem of superficial understanding by forcing a deep, evidence-based mastery of technical work, ensuring you can defend designs and debug systems independently.
Ask the tutor to walk you through the logic and design decisions of the current session work.
High-intent search queries and answers about installing and using this skill.
To master complex code changes, you need a gated curriculum that uses Socratic questioning and counterfactual verification. This approach forces deep, evidence-based comprehension of recent diffs and architectural decisions, ensuring you can defend designs and debug systems independently rather than receiving superficial explanations.
The Socratic method for technical mentoring uses active elicitation and targeted questioning to identify gaps in your mental model before providing explanations. This knowledge transfer technique ensures you understand the underlying 'why' of system design and architectural decisions through iterative verification.
You can learn a complex subsystem by feeding session artifacts like diffs and planning documents to construct an evidence-based curriculum. The system breaks down the topic into verified stages, preventing progress until each concept is truly understood through active elicitation.
Yes, gated learning works for understanding architectural decisions by breaking down the session work into verified stages. It requires iterative elicitation and counterfactual quizzing with edge cases, ensuring you can defend the designs and problem-solving approaches independently.
You should use counterfactual quizzing instead of just reading code review comments when you need to ensure deep technical comprehension of edge cases. It tests your knowledge with hypothetical scenarios to verify you understand the 'why' rather than just memorizing the 'what' of the code.
VeronikaVashkevichReviews code changes for correctness, security, performance, and maintainability using git and gh tooling.
thoughtbotGuide developers through Socratic dialogue to clarify technical and design challenges.
jamestorrevillasGuide junior developers through code walkthroughs with Socratic questioning.
peterfeiApply the Feynman Learning Technique to identify knowledge gaps and refine understanding.
