study

name

study

description

Interactive active-recall learning and note distillation session. The agent explains complex technical concepts with official documentation/RFC references and optional CLI experiments, drills the user with adaptive active-recall questions (scaled to topic complexity, max 5), rigorously validates answers (prompting re-attempts on mistakes), rewords validated responses into structured Markdown cheat sheets, and commits them to ~/Documents/notes/<category>/.

Study

Active-recall learning session that turns technical concepts, codebase patterns, and official RFCs into deeply understood personal knowledge base notes.

Quick start

/study                         # Ask what concept or file to study
/study <topic>                 # Study a specific concept (e.g. /study cgnat, /study select-case)
/study <file_path>             # Study logic/patterns from a specific codebase file

Setup & Prerequisites (Dynamic & Configurable)

1. Detect / Ask Notes Target Directory:

   • Do not hardcode a single path. Check for common notes locations:
     • ~/Documents/notes
     • ./docs/notes or ./notes/ within the current workspace
   • If ambiguous or on first run without an obvious notes folder, ask the user:

     "Where would you like to save your study notes? (e.g. ~/Documents/notes, ./docs/notes, or custom path)"

   • Remember the selected path for the remainder of the session.

2. Category Routing:

   • Organize notes into logical subdirectories under the target notes path (e.g., <target_notes_dir>/<category>/<NN-slug>.md).
   • Automatically create missing category directories as needed.

3. Safe Git Persistence (Conditional):

   • Check if the chosen notes directory is inside a Git repository (git rev-parse --is-inside-work-tree).
   • If Git is initialized: Automatically stage and commit the note (git add + git commit).
   • If Git is not initialized: Save the Markdown note file safely without attempting Git commands.

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Workflow

Step 1 — Identification & Grounding (Theory & Experiments)

1. Understand the Target Topic:
   • If a file/code snippet is passed, read it with view_file or code search tools.
   • If a general technical topic is passed, search official documentation or IETF RFCs with search_web.
2. Explain with Clarity & Precision:
   • Break down the theory using simple analogies, ASCII diagrams, comparison tables, and code snippets.
   • Grounding Rule: Always ground claims in official documentation (e.g., IETF RFCs, Docker Specs, Go Standard Library docs).
3. Optional Hands-on CLI Experiment:
   • If the concept involves CLI commands, networking interfaces, or system tools, provide step-by-step commands for the user to try in their terminal.

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Step 2 — Active Recall Question Drill & Interactive Evaluation

1. Adaptive Question Generation:

   • Generate focused active-recall questions scaled to topic complexity (2–3 questions for simple or narrow concepts, up to a maximum of 5 for broad architectural or system topics) covering core principles, syntax, security implications, edge cases, and practical code implementations.
   • Do not force 5 questions if the concept is thoroughly covered in 2–3.

2. Evaluate & Give Precise Feedback on Each Answer:

   • If Correct: Confirm and briefly reinforce key takeaways.
   • If Partially Correct / Incomplete: Explicitly clarify what parts are accurate and explain the missing or ambiguous aspects so the user gains a complete understanding.
   • If Incorrect / Misconception:
     • DO NOT create notes prematurely!
     • Provide a guided explanation and point the user in the right conceptual direction.
     • Require the user to re-attempt answering the missed question before advancing to note creation.

3. Deep-Dive Pause:

   • If the user asks a clarification question or struggles with a concept during the drill, pause the Q&A, explain the missing concept clearly (or offer a mini-experiment), and resume when ready.

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Step 3 — Note Distillation & Structuring

1. Take the user's validated answers and reword them into a professional, highly structured Markdown cheat sheet.
2. Include the following sections in the note:
   • # Cheat Sheet: <Topic Title>
   • ## 1. <Core Definition & Background>
   • ## 2. <Architecture / Syntax / Comparison Table>
   • ## 3. <Practical Code / Command Usage>
   • ## 4. <Security & Edge Cases>
   • ## 5. <Codebase References> (if codebase files were studied)
   • ## Related References (Verified external links + relative links to existing notes).
3. Formatting Quality Rule:
   • Keep lines clean and readable.
   • Use standard code blocks (text, go, bash) for code/equations instead of nested math markers inside bold text.

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Step 4 — File Writing & Git Auto-Commit

1. Determine the sequential prefix number based on existing files in <target_notes_dir>/<category>/ (e.g., 01-, 02-, 03-, 04-).
2. Save the note to <target_notes_dir>/<category>/<NN-slug>.md.
3. If <target_notes_dir> is a Git repository, execute Git commands:

   git add <category>/<NN-slug>.md
   git commit -m "docs: add <NN-slug>.md note"
   

4. Present a summary of the created note path and git status to the user.

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Rules

• Strict Drill Completion & No Premature Notes: Never write a final note without running the active recall drill and validating that every question is answered correctly. If any answer is incorrect, provide guidance and prompt a re-attempt first.
• Explicit Feedback on Partial Answers: Provide clear, explicit feedback distinguishing correct parts from misconceptions so the user knows exactly where they stand.
• Adaptive Questions (Max 5): Scale question count to topic complexity (2–3 for focused topics, max 5 for broad topics).
• Configurable Destination: Always check or ask for the user's preferred notes directory (<target_notes_dir>). Do not force a single hardcoded path.
• Reference Grounding: Always verify external facts (RFC numbers, CLI syntax, standard library behaviors) before asserting them.
• No Silo Notes: Always include a Related References section with relative Markdown links to related notes in <target_notes_dir>.
• Safe Persistence: Stage and commit notes only if the target notes folder is a Git repository; otherwise, save the file cleanly.