cs-learning-assistant

This skill appears coherent with its stated learning-assistant purpose, but be aware of these practical points before installing: - Local persistence: the skill will create and update files in a workspace/ folder (USER_PROFILE.md, LEARNING_INDEX.md, anchors, notes, etc.). Those files can contain personal information (learning goals, progress, possibly pasted code). If you have privacy concerns, run the skill in a non-sensitive environment or inspect/delete the workspace files after use. - Automatic behavior: on first run it will prompt an initialization questionnaire and thereafter may automatically append growth records and rebuild snapshots (e.g., every 10 sessions). Expect automatic writes at session end unless you explicitly stop them. - Network research: the instructions describe optional 'research' behaviors that consult online sources if triggered (e.g., deep-research). The skill itself has no network configuration or credentials, but when you ask it to perform external research the agent may use available search/tools — be cautious about what full content you let it gather or send to external services. - Review generated files: check the generated USER_PROFILE.md and LEARNING_INDEX.md to confirm no sensitive data is stored you don’t want persisted. You can also remove or sandbox the workspace directory if needed. If you want stronger privacy, run the skill in an isolated environment, limit the agent's access to disk, or decline to provide sensitive personal details during initialization.