Build workflow
AI Prompt Planning Workflow
Prepare prompts, retrieved context, expected output, cost, and injection checks before sending work to an AI model.
What you should have at the end
Prompt package
Token budget
Context plan
Chunking plan
Cost estimate
Safety notes
1
Count the prompt
Check whether the prompt leaves room for examples, retrieved context, and output.
Open AI Token Counter2
Plan the context window
Reserve space for instructions, user content, tool messages, and final answer.
Open Context Window Planner3
Shape retrieval chunks
Split long source material into overlap-aware chunks for RAG or knowledge workflows.
Open RAG Chunking Tool4
Check safety and cost
Estimate API cost and scan untrusted text for prompt-injection patterns.
Open Prompt Injection Scanner