What this shows

This example shows how an API-sourced feature request is classified and routed to Linear with type, severity, title, summary, tags, sentiment, and confidence — useful for automating triage in seconds.

Raw feedback

User message

We need bulk-export for issue lists — exporting to CSV would save hours. Right now I have to copy each page manually, pretty annoying.

Triage output

Structured result

{
    "type": "feature_request",
    "severity": "high",
    "title": "Add CSV bulk export for issues",
    "summary": "User requests a CSV export for issue lists to speed up bulk workflows and avoid manual copying.",
    "tags": [
        "export",
        "csv",
        "workflow",
        "bulk"
    ],
    "sentiment": "frustrated",
    "confidence": 0.95
}

Resulting issue

linear

Add CSV bulk export for issues

Summary User requests a CSV export for issue lists to avoid manual copying and speed bulk workflows. Raw feedback "We need bulk-export for issue lists — exporting to CSV would save hours. Right now I have to copy each page manually, pretty annoying." Acceptance criteria - Add an Export > CSV option for filtered issue lists - Export includes issue title, status, assignee, labels, and created date - Works on both project and custom-filter views Notes High-impact customer request impacting productivity; consider P1 triage.

Live example

Use the API directly

Send the same raw message to TriageFast and get the structured result back through the normal ingest endpoint.

curl -X POST https://triagefast.app/api/v1/ingest -H "Authorization: Bearer tf_live_xxxx" -H "Content-Type: application/json" -d '{"source":"api","message":"We need bulk-export for issue lists — exporting to CSV would save hours. Right now I have to copy each page manually, pretty annoying."}'

How it works

Step 1

Send the message

POST the raw feedback to the ingest endpoint.

Step 2

TriageFast classifies it

AI returns structured fields like type, severity, title, tags, sentiment, and confidence.

Step 3

Structured output appears in linear

TriageFast routes the formatted issue to Linear in under 30 seconds.

Related examples

Feature request via API routed to Linear