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AI agent for computer science students

Assignment Submission Readiness Agent

Make sure the submission meets every stated requirement before it is handed in

Quality controlIT and development
See how it worksGet access
Assignment Submission Readiness Agent: what goes in, what the agent does and what you get

What it does

Points are lost because a file was not included, a test fails or the README is missing, not because the code is bad. This agent reads the assignment specification and builds a checklist from it: required files and names, functions with exact signatures, tests, style rules, documentation and the submission format. It runs the provided tests and the style checker, checks the file list, and compares function signatures with the spec. It lists each failure with the file and line. After the student fixes them, it checks again, including a clean build from a fresh copy of the submission folder. The student approves submission. Edge case: tests pass on the student's machine but fail from a clean copy due to a missing file, so the agent reports it.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
ApprovedYes, continueApprovedNo 1 STARTS WHEN Deadline approaching 2 USES A TOOL Read the assignment specification and build achecklist 3 USES A TOOL Check required files, names and signatures 4 USES A TOOL Run the provided tests and style checks 5 DOES List failures with file and line 6 DOES Suggest fixes without writing the solution 7 YOU APPROVE Student decides which fixes to make 8 USES A TOOL Rebuild from a clean copy of the submission folderand rerun the checks 9 CHECKS THE RESULT Do all checks pass on the clean copy? If not: list the remaining failures and check again.Back to step 4. 10 YOU APPROVE Student approves submission 11 RESULT Readiness report
Read the steps as a list
  1. Deadline approaching
  2. Read the assignment specification and build a checklist
  3. Check required files, names and signatures
  4. Run the provided tests and style checks
  5. List failures with file and line
  6. Suggest fixes without writing the solution
  7. Student decides which fixes to makeThe agent waits here for your OK.
  8. Rebuild from a clean copy of the submission folder and rerun the checks
  9. Do all checks pass on the clean copy?If not: list the remaining failures and check again. Back to step 4.
  10. Student approves submissionThe agent waits here for your OK.
  11. Readiness report

How it decides

It treats every stated requirement as a check and passes the work only when all checks pass on a clean copy of the submission.

  • Treat every requirement in the specification as a check
  • Run the tests on a clean copy, not the working folder
  • Flag functions whose signature differs from the spec
  • Check that the README and required comments exist

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Assignment specification
  • Style rules and checker
  • Language and test runner
  • Submission format
  • Deadline reminders

What keeps you in control

It always asks you first

  • Student chooses fixes
  • Student approves submission

Hard limits

  • Never write or rewrite the solution code
  • Never submit the work for the student

It stops when

  • Done: all checks pass on a clean copy
  • Stop: the work does not meet a core requirement and needs more time

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensFor a sorting assignment, the agent found 3 failures. The README was missing, test 7 failed on empty input and a function was named mergesort instead of merge_sort. The student fixed them. The clean-copy run then failed because utils.py was not in the submission folder, so the check failed. The student added it and the second run passed all 14 tests and style checks. The student submitted.

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