Plugin
vibelearn
VibeLearn silently watches your Claude Code sessions, extracts the concepts you encounter while building, and turns them into personalized quiz questions — so you actually retain what you learn. After each session, run `vl quiz` to review with adaptive spaced repetition across 7 question formats (multiple choice, spot the bug, code reading, fill in the blank, open-ended, true/false, ordering). Difficulty adjusts automatically: 3 correct answers in a row promotes you to the next level, one wrong answer drops you back. Senior-level open-ended answers are evaluated by a 5-dimension AI rubric.
- Analysed
- Last observed
What the code does
- Runs shell commands Code that starts system commands on the machine it runs on.
- Starts other processes Code that launches separate programs.
- Sends data to outside servers Code that posts data to network addresses.
- Downloads and runs code Code that fetches a script and pipes it into a shell.
- Evaluates code at runtime Code that builds and runs code while it executes.
- Runs hooks automatically Hooks that execute without being called explicitly.
- Reads AI and developer logins Code that refers to AI tool credentials or publishing tokens, such as .npmrc.
- Asks your agent's AI to write text The server can request text from the agent's own model (MCP sampling).
Having a capability is not wrongdoing; many tools need these to do their job. It tells you what to check before you install.
This is public metadata, not a safety certification or complete assessment. Static analysis cannot establish what a tool does at runtime.
Risk
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Coverage
Detailed report
7 findings from automated static analysis of the latest version, with severities and explanations.
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