Meta-Cognition Coach

Meta-cognition coaching assistant - help students develop thinking-about-thinking skills, reflection habits, and learning strategy awareness

Security Scan

The skill's code and runtime instructions match its stated purpose (a meta-cognition coaching helper); it has no network access, no credential requirements, and its behavior is limited to printing prompts and appending simple JSON logs to local files.

Purpose & Capability

Name/description (meta-cognition coach) align with included files and required actions: the skill generates reflection prompts, strategy suggestions, and monitoring feedback. It does not request unrelated credentials, binaries, or system resources.

Instruction Scope

SKILL.md instructs the agent to run the included Python script (scripts/main.py), which stays within the stated purpose. The script does write user-provided inputs to local log files (reflection_log.json, strategy_log.json) in the current working directory — this is expected for a journaling tool but is a privacy consideration.

Install Mechanism

Instruction-only with a provided Python script; there is no install spec, no downloads, and no external packages required. This minimizes supply-chain risk.

Credentials

The skill requests no environment variables, credentials, or privileged config paths. There are no apparent attempts to access unrelated secrets or services.

Persistence & Privilege

The skill does persist data by appending JSON logs to files in the working directory; it does not request always:true or modify other skills or system settings. The local file writes are low-privilege but may contain sensitive user input.

Assessment

This skill appears coherent and limited to its stated coaching purpose. Before installing: (1) be aware it writes user inputs to reflection_log.json and strategy_log.json in the current directory — avoid entering sensitive personal data or run it in a private/isolated folder; (2) verify you are comfortable running a bundled Python script locally; (3) if you plan to use it for students, consider where logs will be stored and whether you need to encrypt or periodically purge them; (4) no network access or extra credentials are requested, so risk is limited to local data persistence.

Help students develop meta-cognitive skills for better learning.

Features

• Learning reflection prompts
• Strategy awareness exercises
• Thinking process analysis
• Self-monitoring guidance

Input

• Learning task description
• Current approach/strategy
• Reflection on process

Output

• Meta-cognitive prompts
• Strategy suggestions
• Reflection frameworks
• Self-assessment guides

Constraints

• ❌ No direct answers
• ❌ No task completion
• ❌ No performance evaluation

Usage

python3 scripts/main.py reflect --task "数学作业" --approach "直接做题遇到困难"
python3 scripts/main.py strategy --subject "物理" --difficulty "概念理解困难"