error-triage

name: error-triage description: Diagnose and minimally fix failing notebook cells. Reads the failing cell, inspects the error output, checks dependencies, applies the smallest fix, and reruns only what is needed. license: MIT compatibility: opencode, claude-code, codex metadata: audience: data-scientists workflow: debugging

What I do

I diagnose and fix errors in Jupyter notebook cells with minimal disruption. I:

1. Read the failing cell
2. Extract the traceback summary
3. Check upstream dependencies for context
4. Apply the smallest correct fix
5. Rerun only the necessary cells to validate

When to use me

• "Fix this error"
• "Why is this cell failing?"
• "Debug cell 5"
• "What's wrong with this notebook?"

How I work

Step 1: Read the Failing Cell

notebook-tools read-cells --notebook <path> --index <N> --pretty

Step 2: Get the Error Output

notebook-tools cell-output --notebook <path> --index <N> --pretty

This returns a structured traceback summary, not raw JSON.

Step 3: Check Upstream Dependencies

notebook-tools get-dependencies --notebook <path> --index <N> --mode upstream --pretty

This identifies which cells the failing cell depends on.

Step 4: Read Context (if needed)

Only read upstream cells that are directly relevant to the error:

notebook-tools read-cells --notebook <path> --index <M> --summary-mode compact --pretty

Step 5: Apply the Fix

notebook-tools edit-cell --notebook <path> --index <N> --edit-mode replace --content "<fixed-code>"

Step 6: Validate

Run the smallest valid slice to verify:

notebook-tools run-cells --notebook <path> --index <N> --pretty

If the fix depends on upstream state, include dependencies:

notebook-tools run-cells --notebook <path> --index <M> --index <N> --pretty

Step 7: Report

Report:

• Root cause of the error
• The fix applied
• Cells read, changed, and run
• Whether the fix was validated
• Any remaining risks (e.g., hidden state dependency)

Rules

• Always read the error output before guessing the cause
• Check upstream dependencies before proposing a fix
• Apply the smallest possible change
• Rerun the minimum cells needed to validate
• If the fix may depend on hidden state, say so explicitly
• In file-only mode, recommend live validation if the fix is not trustworthy

Confirmation Required

If the fix involves deleting cells or restructuring the notebook, ask for confirmation first.

Dependencies

Requires notebook-tools CLI. Live validation requires ipykernel and jupyter_client.