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feat: move learning into the implementation loop - #4

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MinitJain wants to merge 12 commits into
mainfrom
product/in-flow-learning-loop
Closed

MinitJain wants to merge 12 commits into
mainfrom
product/in-flow-learning-loop

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@MinitJain

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Summary

This PR changes know-your-code from a primarily pre-push quiz into an in-flow learning layer for AI-assisted coding.

What changed

  • Added passive checkpoints after meaningful tracked diff changes.
  • Added a PostToolUse hook that stays quiet on clean repos and repeated tool calls.
  • Added decision checkpoints before consequential choices such as schemas, auth, API shape, concurrency, and error behavior.
  • Kept the existing pre-push / PR ship checkpoint as the final safety net.
  • Reworked easy, medium, and hard levels around implementation-time learning.
  • Updated AGENTS.md, the core skill, README, and Claude/Codex plugin metadata.
  • Updated repository description and topics to match the new product direction.

Product principle

Maximize understanding per interruption: routine work stays fast, while important decisions become visible before they turn into code.

Verification

  • Compared branch against main: 10 files changed, 1 new hook added.
  • The in-flow hook fails open when jq or git context is unavailable.
  • No merge performed.

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coderabbitai Bot commented Nov 5, 2026

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@MinitJain MinitJain closed this Nov 5, 2026
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