- AI-Agent
- Ready to Run
Process Prompt Batches
Match Claude answers to source texts and flag failed requests
Use this Agent instantly or customize it - no programming needed
- Ready batch pageReady batch page
Your batch page enters Ready and tells the Agent where to find its prompt file.
- Prompt CSVPrompt CSV
Your CSV holds each request ID with its prompt and source text.
- Group size limitGroup size limit
You choose the maximum number of prompts the Agent handles in each group.
- Answer formatAnswer format
You choose how answers should appear in the results file.
- Model choiceModel choice
You choose the model the Agent uses for each valid prompt.
Your prompt queue holds prompt files and receives matched results and batch status updates.
- Final batch statusFinal batch status
Your batch shows Done when every row succeeds, or Needs Review when something fails.
- File problem noteFile problem note
Your batch page names the file problem when the Agent cannot read its CSV.
- Processing statusProcessing status
Your batch page shows Processing while the Agent works through its prompts.
- Results CSVResults CSV
Your attached file pairs every input with its answer or a clear failure reason.
- Final batch statusFinal batch status
Your batch shows Done when every row succeeds, or Needs Review when something fails.
This Agent starts when you mark a prompt batch Ready. It checks the CSV and runs valid prompts through Claude. You get matched results with failures flagged for review.
Modify Agent
Customize this Agent to fit your needs using natural language.
Start Agent for Free
Enter your email address and we will send you a secure link to continue.
Google DriveUsed as:
- Prompt queue
Google Drive holds prompt files and receives matched results and batch status updates.
Google ContactsUsed as:
- Prompt queue
Google Contacts holds prompt files and receives matched results and batch status updates.
Microsoft SharePointUsed as:
- Prompt queue
Microsoft SharePoint holds prompt files and receives matched results and batch status updates.
Made for your industry
Process Prompt Batches is made for businesses in these industries.
- Advertising and Marketing
Match campaign prompt answers to source text in one results file.
Show all Agents for the Advertising and Marketing industry - Digital Media
Pair content answers with source text and flag missing results.
Show all Agents for the Digital Media industry - Publishing
Pair answers with source passages and flag failed requests.
Show all Agents for the Publishing industry - Market Research
Match research answers to their source text and flag gaps for review.
Show all Agents for the Market Research industry
Made for your role
Process Prompt Batches is made for people in these roles.
- Content Manager
File matched content answers and mark failures for review.
Show all Agents for the Content Manager role - Market Researcher
Match each research answer to its source text for review.
Show all Agents for the Market Researcher role - Editorial Researcher
Pair source passages with answers and flag missing results.
Show all Agents for the Editorial Researcher role - Content Operations Coordinator
Return a results file that tracks every content prompt and failure.
Show all Agents for the Content Operations Coordinator role - Research Analyst
Keep prompt answers tied to source material and flag failures.
Show all Agents for the Research Analyst role - Research Coordinator
File matched research answers and flag requests needing review.
Show all Agents for the Research Coordinator role
Made for your department
Process Prompt Batches is made for people in these departments.
- Marketing
Match content prompt results to source text for review.
Show all Agents for the Marketing department - Editorial
Pair answers with source passages for editorial review.
Show all Agents for the Editorial department - Content Operations
Match content prompt answers to source text and flag failures.
Show all Agents for the Content Operations department - Market Research
File matched research answers and flag gaps in each batch.
Show all Agents for the Market Research department - Research
Match prompt answers to research source text for team review.
Show all Agents for the Research department
How Process Prompt Batches works
5 steps, in order, on every run.
-
Load the prompt batchRead the attached CSV when you mark the batch Ready. Set its status to Processing.
-
Check and group requestsFlag rows with missing content or repeated request IDs. Group valid prompts within the limit you set.
-
Run prompts through ClaudeSend each valid group to your selected Claude model. Keep every answer or error tied to its request ID.
-
Match answers to requestsMatch results by request ID and flag missing or duplicate answers. Build a CSV with answers and failure reasons for every input row.
-
File results for reviewAttach the results CSV to the batch page. Set Done if every row succeeds; otherwise, set Needs Review.
How to Get Started
Connect the tools you already use, such as Google Drive, Google Contacts or Microsoft SharePoint.
3 tools
- Create a prompt-batch database with a Status property containing Ready, Processing, Done, and Needs Review.
- Put one CSV file on each batch page with columns request_id, prompt, and source_text; make request_id unique within the file.
- Give the Agent read and edit access to the batch database, choose an available Claude model, and trigger it when Status changes to Ready.
- Set the maximum number of requests per group and the answer format the reviewer expects.
Use safe mode to approve every result before it goes out, or let the Agent run automatically.
FAQs
Frequently asked questions about the Process Prompt Batches:
Give the Agent access to your batch database. Add Ready, Processing, Done, and Needs Review statuses. Attach a CSV with request_id, prompt, and source_text. Choose a Claude model, group limit, and answer format.
Your results CSV keeps that request beside its error. The batch moves to Needs Review so you can investigate the failed or missing answer.
You see the file problem on the batch page, and its status changes to Needs Review.
Yes. You set a maximum group size and the answer format during setup. The Agent processes valid requests in groups within that limit.
It stops and asks you. The Agent does not guess when it reaches a decision you have not approved.
Yes. Every run creates a plain-language log that you can review and export. Logs are kept for twelve months.
The Agent stops at the end of the billing month and its tool connections are removed. Your run logs remain available for twelve months.
Agents related to Process Prompt Batches
More ready-to-run Agents for connected work.
Your coordinator gets both revision links in chat when the task and current proof differ, with the task held for a human choice.
17 toolsYour bill review stays on hold when a supplier sends a corrected invoice, with both versions and the earlier decision linked for your reviewer.
6 toolsYour campaign card shows whether the assigned reviewer can open the linked file, so your team can fix sharing before requesting review.
7 toolsYour review task shows file access problems before review starts. The owner sees what to fix.
6 tools