Incremental Processing State Tracker: Claude Code Prompt
Build a cursor-based state tracker that remembers the last processed item so loops process only new records each run
Agent LoopsIncremental Processing State Tracker: Claude Code Prompt
Build a cursor-based state tracker that remembers the last processed item so loops process only new records each run
Write the incremental processing cursor for the agent loop in [YOUR_PROJECT]. Implement a Cursor class backed by .agent/cursors/[CURSOR_NAME].json: **get()**: Return the last stored cursor value (ID, timestamp, or page
Cursor-based incremental processing state for Claude Code loops. Stores the ID or timestamp of the last processed item so each loop run processes only new records, avoiding duplicate work across runs.
Cursor-based incremental processing state for Claude Code loops. Stores the ID or timestamp of the last processed item so each loop run processes only new records, avoiding duplicate work across runs.
How to use
- 1
Start by replacing [YOUR_PROJECT] with the specific name of your project to ensure the prompt is tailored to your context.
- 2
After implementing the Cursor class, test its functionality thoroughly to confirm that get(), set(), and reset() methods behave as expected in your agent loop.
- 3
Use the provided usage pattern as a checklist to verify that each step integrates seamlessly with your data processing logic for optimal results.
Frequently asked questions
What is the Incremental Processing State Tracker: Claude Code Prompt prompt used for?
Cursor-based incremental processing state for Claude Code loops. Stores the ID or timestamp of the last processed item so each loop run processes only new records, avoiding duplicate work across runs.
How do I get the best results from this memory & state prompt?
Paste the prompt into Claude Code, Cursor, Replit, fill in every bracketed placeholder with your specific information, then submit. The more detail you add to each placeholder, the more targeted the output. You can continue in the same conversation to refine tone, length, or focus without restarting from scratch.
Does this prompt work with Claude Code?
Yes. This prompt is optimized for Claude Code and also works well with Cursor and Replit. The structured format with a defined role and numbered steps produces consistent results across all major instruction-following models, so you can use whichever tool you prefer.
How do I access this agent loops prompt?
This memory & state prompt is available through TopFreePrompts with a Lucy+ licence. You can get access with a one-time Lucy+ purchase for $109, or a $15/month plan you can cancel anytime. Both options give access to the full library of 1,000,000+ prompts across all categories.
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