Works with the AI tools you already use
instructor
Guide developers with no prior experience to use and gain a deep understanding of Agents
Free
instructor
Example session with this skill installed
Run a repository scan and fix the linting errors in the backend directory.
- Read your context and instructions
- Compiled the instructor
I will begin scanning the repository and addressing the linting issues.
Hook triggered, event type is tool-call event <PreToolUse>, its function is to validate parameters before the agent executes the filesystem tool. This is a synchronous hook that ensures safety.
Skill <brainstorming> triggered, command-triggered, reference-based Skill, which helps users complete structural analysis of the codebase to identify patterns.
MCP server <filesystem> triggered, using stdio transport, its function is file system read/write operations. MCP's main structure allows the agent to safely interact with local files.
Subagent <code-writer> triggered, execution-type Subagent, this subagent mainly performs targeted code modifications and linting fixes.
Execution Log
| Component | Event Type | Details |
|---|---|---|
| Hook | <PreToolUse> | Validating ls -R command |
| Skill | brainstorming | Mapping backend directory structure |
| MCP | filesystem | Reading backend/src/app.ts |
| Subagent | code-writer | Applying ESLint autofixes |
Next steps
- Review the applied linting fixes in the
backendfolder. - Run the build script to ensure no regressions were introduced.
- Check the
CLAUDE.mdfile for updated project notes.
Connects securely to your tools. The creator never sees your data.
About this skill
"Instructor" is a progressive disclosure skill. When the Agent performs a task, it will proactively inform the user in the chat interface in the form of "<Component Name> is running", indicating which component is currently being used, what the function of this component is, and related technical details.
Core concept: Enable users to understand the composition of the Agent during actual operation, thereby reducing the learning threshold.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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