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Study notes
The Agentic Loop
- User enters a prompt
- Claude gathers required context by interacting with the model
- Model returns text or tool calls that Claude executes
- Claude takes action (e. g. , editing files, running commands)
- Claude verifies results against the original prompt goal
- If successful, waits for next prompt; if not, repeats the loop
- User can add context, interrupt, or steer the model during the loop
Context Window
- Stores conversation history, file contents, and command outputs
- Has a size limit
- When full, Claude automatically compacts the conversation by summarizing and removing non-essential information
Tools
- The backbone of how agents work
- Allow Claude to execute code rather than just output text
- Examples: read file tool, search web tool
- Claude uses semantic searching to determine when to call tools
Permission Modes
- Default: Asks explicit permission before editing files or running shell commands
- Auto-accept edits (Shift+Tab): Automatically edits files without asking, but still asks for commands
- Plan mode: Uses read-only tools to compile an action plan before starting
- Caution: Skipping permissions can make mistakes harder to catch
Core Difference from Chat Applications
- Combines agentic loop, managed context window, tools, and configurable permissions
- Can read codebases, take action, and verify its own work
- Fundamentally different from standard chat windows
Takeaways
- The Agentic Loop: Claude iteratively gathers context, executes tool calls (file edits, commands), verifies results against your goal, and repeats until successful—you can interrupt or steer at any point.
- Tools Enable Action: Tools are what allow Claude to execute code and take real actions (read files, run commands, search) rather than just output text; Claude uses semantic searching to decide when to call them.
- Context Window Management: The conversation history and file contents are stored in a limited context window that automatically compacts by summarizing when full.
- Permission Modes Control Safety: Default mode asks permission before edits/commands; auto-accept skips file edit confirmations; plan mode uses read-only tools first—choose based on your risk tolerance.
- Fundamentally Different from Chat: Claude Code combines agentic loops, managed context, tools, and permissions to read codebases, take autonomous action, and verify its own work—not just a standard chat interface.
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