Turn bad tickets into
clear work packs for AI.

Paste a Jira, Linear, or GitHub issue. Motiocomp creates the work pack you give to Cursor, Claude Code, Copilot, or a developer.

Try with a ticket See example →

See example without signup. Try your own ticket after creating an account.

Bad ticket input
BILL-142
Add invoice reminders for overdue subscriptions.
JiraJira / Linear / GitHub
Motiocomp
Builds the work pack
● Clarify ● Scope ● Test
Clear work pack CLEAR MISSING INFO
Goal
Files to check
Missing questions
Do not touch
Tests to run
How it works

Draft, clarify, then send to AI.

Motiocomp doesn't assume everything. It drafts, asks what matters, improves, and checks the result.

Step 1 of 4

Start with a vague ticket

This is what teams usually give to AI.

AI cannot safely code this yet.
Too many open questions.
Ticket Too vague for AI
Add invoice reminders
Add invoice reminders for overdue subscriptions.
Questions AI can't answer
When should it send? Repeat or once? What tests are needed? Billing risk
Step 2 of 4

Motiocomp creates a draft

Based on the ticket, Motiocomp suggests a first version.

Motiocomp makes assumptions and surfaces what needs confirmation.
This is not final. It's a starting point.
Draft work pack AI suggested
Suggested goal

Send one reminder email 3 days after an invoice becomes overdue.

Assumed from ticket
Likely files
  • billing/reminders.ts
  • jobs/invoiceCron.ts
  • emails/OverdueReminder.tsx
Do not touch
  • Stripe charge creation
  • Invoice generation
This is not final. It's a starting point.
Step 3 of 4 — Key step

Answer what's missing

Motiocomp asks only what matters before coding.

Now the work pack becomes safe to send to AI.
No more guessing.
Missing info 2 questions
Should reminders send once or repeat until paid?
Should admins receive a copy?
Optional
Send after 3 days
Step 4 of 4

Check what the AI changed

Motiocomp verifies the result before you merge.

Catch mistakes before they reach production.
Try with your ticket →
AI output check
Matched Missing Boundary
AI result

"Created reminder job and email template. Also updated Stripe charge handling."

Needs changes

The AI changed Stripe charge handling even though it was marked as "do not touch".

Boundary violation

Stripe charge creation was in the do-not-touch list. The AI modified it anyway.

"Motiocomp doesn't guess your intent. It turns it into a clear plan and checks that AI follows it."

Try with your ticket →
Case files

Every work pack answers 5 questions.

So your coding tool knows what to change, what to avoid, and how to test it.

Goal. Files. Missing info. Do not touch. Tests.

Bad ticket

"Add invoice reminders."

Work pack adds
  • Goal: send reminder after 72h overdue
  • Files: reminders.ts, invoiceCron.ts
  • Test: no duplicate reminder
  • Missing: send once or repeat?
Why it matters

Prevents wrong changes in Stripe charge flow.

Bad ticket

"Fix export permissions."

Work pack adds
  • Goal: only admins can export users
  • File: export/service.ts
  • Test: non-admin blocked
  • Missing: can managers export?
Why it matters

Prevents access-control mistakes.

Work pack

The work pack is the file you give to your coding tool.

A work pack is the clear instruction file you give to Cursor, Claude Code, Copilot, or a developer. Clear enough for Cursor. Simple enough for a developer to review.

Motiocomp Work Pack BILL-142
Needs 1 answer
Ticket BILL-142
Goal

Send one reminder email 3 days after an invoice becomes overdue.

Files to check
  • billing/reminders.ts
  • jobs/invoiceCron.ts
  • emails/OverdueReminder.tsx
Do not touch
  • Stripe charge creation
  • Invoice generation rules
  • Checkout frontend
Missing question

Should reminders send once or repeat until paid?

Tests to run
  • reminder sends after 72h overdue
  • no reminder for paid invoices
  • no duplicate reminder
Created by Motiocomp · Clear and ready to copy Cursor · Claude Code · Copilot
Structured Markdown

See the structured Markdown.

This is the copy-ready file you paste into Cursor, Claude Code, Copilot, or send to a developer.

motiocomp-pack.md 
# Work Pack: BILL-142

<goal>
Send one reminder email 3 days after an invoice becomes overdue.
</goal>

<files_to_check>
- billing/reminders.ts
- jobs/invoiceCron.ts
- emails/OverdueReminder.tsx
</files_to_check>

<missing_questions>
- Should reminders send once or repeat until paid?
</missing_questions>

<do_not_touch>
- Stripe charge creation
- Invoice generation rules
- Checkout frontend
</do_not_touch>

<tests_to_run>
- Reminder sends after 72h overdue
- No reminder for paid invoices
- No duplicate reminder
</tests_to_run>

<status>
Needs 1 answer before coding.
</status>

Structured tags keep the goal, files, limits, and tests separate.

Zero IDE setup

No plugin required. Just copy the work pack.

Start with copy and paste. Connect tools later.

Cursor Cursor

Paste the work pack into Cursor Composer.

Claude Code Claude Code

Paste it as the task context.

GitHub Copilot GitHub Copilot

Use it as the issue brief.

Developer

Send it before work starts.

Paste a bad ticket. Get a clear work pack. Give it to AI. Check the result.

After AI codes

Check the AI result.

After coding, paste the PR diff or summary. Motiocomp checks it against the original work pack.

Original work pack BILL-142
Goal Send one overdue invoice reminder
Do not touch Stripe charge creation
Required test No duplicate reminder
Result check checked
Goal followed Yes
Do-not-touch respected Yes
Missing test duplicate reminder
Needs changes
Check AI output Or start with a ticket →

This helps you catch missed tests or wrong changes before review.

Where Motiocomp fits

AI writes code. Motiocomp prepares the work.

CapabilityAI coding toolMotiocomp
Writes codeyesno
Understands vague ticketslimitedyes
Finds missing clarificationslimitedyes
Suggests likely fileslimitedyes
Creates test checklistlimitedyes
Checks AI resultlimitedyes
Pricing
14-day free trial
300 created work packs per month
Create structured Markdown work packs
Copy to Cursor, Claude Code, Copilot, or a developer
Check AI output against the original work pack
$49per project  /  month
Start free trial
Up to 300 created work packs / month. Need more?
Common questions
How is this different from an AI coding agent?

AI coding tools write code. Motiocomp prepares the ticket and creates a clear work pack before coding starts.

Can I try Motiocomp without connecting Jira or GitHub?

Yes. Paste a ticket directly and generate a work pack before connecting anything.

What do I give to Cursor or Claude Code?

You copy the structured Markdown work pack with the goal, files to check, missing questions, do-not-touch areas, and tests to run.

Does Motiocomp check the code after the AI writes it?

Yes. Paste the PR diff or summary, and Motiocomp checks it against the original work pack.

Does this replace Jira or Linear?

No. Motiocomp works before coding and uses the tickets you already have.

Before AI codes, make the ticket clear.
Then check the AI result.

Turn messy tickets into clear work packs in seconds.

Try with a ticket See pricing →

Paste a bad ticket. Get a clear work pack. Give it to AI. Check the result.