Ticket to pull request with approval of every write
Takes one tracker ticket and decides whether it is ready, too big or too vague. Ready tickets get a fix and tests in a sandbox, a self review and a pull request. Too big tickets are split, vague ones get questions posted back. Every write to the tracker or the code host stops for a person to approve, edit or reject the exact arguments.
What it does
- Reads the ticket and sorts it as ready, too big or unclear
- Changes code and runs tests in a sandbox, then reviews its own diff
- Prepares a branch, the pushed files and a pull request
- Prepares a ticket comment and status change
- Keeps an audit log of every write, allowed or refused
Your approval boundaries
Creates draftsThese actions always wait for your yes:
- Creating a branch, pushing files or opening a pull request
- Commenting on, moving or creating tickets
- Merging anything
You decide what happens next.
More about this workflow
This setup is for developers and small engineering teams who want fewer chores. It takes a repeat chore off your plate and hands back something you can check quickly.
First, it reads the ticket and sorts it as ready, too big or unclear. Next, it changes code and runs tests in a sandbox, then reviews its own diff. Then it prepares a branch, the pushed files and a pull request. After that, it prepares a ticket comment and status change. Finally, it keeps an audit log of every write, allowed or refused. It works with your issue tracker, git host and CI, each on its own login with limited access.
You get the prep work done and waiting for you. The agent stops and asks for your yes before creating a branch, pushing files or opening a pull request, commenting on, moving or creating tickets and merging anything, and says plainly if a step cannot be undone.
“Every Jira and GitHub write stops for a human first”
Explore required tools and model recommendations
Tools and access
Linear
Handles the issue tracker part of this job. Grant read plus create in one triage team.
API required: Yes. Needs a personal API key or an OAuth app.
GitHub
Handles the git host and ci part of this job. Grant a fine-grained token, read code and write comments.
API required: Yes. Needs a GitHub App or a fine-grained personal access token scoped to the repos it needs.
Official links only. Not sponsored, no affiliate links.
Model recommendations
Best pick
Claude Opus 5.5
Its maker points to it for long running coding work.
$4 per million input tokens, $20 per million output tokens.
Anthropic docs as of October 11, 2026
Cheaper backup
Claude Sonnet 5.5
Half the price per token and still strong for reviews and docs.
$2 per million input tokens, $10 per million output tokens.
Anthropic docs as of October 11, 2026
Our own picks. Not sponsored, no affiliate links.
Build your prompt
Add your details, then copy the prompt into your tool.
2Your prompt
4 of 4 still emptyYour answers stay in this browser only.
Run your workflow
Connect your tools with only the access this setup needs, then follow these steps.
Steps
Do these in order. Test on old data before it touches live work.
- 1Connect Linear with its own login, not yours. Grant read plus create in one triage team.
- 2Connect GitHub with its own login, not yours. Grant a fine-grained token, read code and write comments.
- 3Paste the prompt where your harness takes instructions. See the note under the Copy button.
- 4Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
- 5Read its log after the first real run. Only widen access once a week of runs looks clean.
Safeguards and trust score
The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.
Writes drafts and notes inside your tools, nothing leaves on its own.
Waits for a yes on: creating a branch, pushing files or opening a pull request, commenting on, moving or creating tickets, merging anything.
Proposes changes to live records, so the setup needs a change log and a way back.
Runs on its own login across 3 tools. Fewer connections means a smaller blast radius.
How to raise it
- Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
- Scope: Cut it down from 3 connected tools to the 2 it needs most, each with its own limited login instead of your full account +2
Do all of these to reach 89, up from 84.
Want help getting there? Get an AI Trust Audit from Pixeldesigns
Reviewed by Trustcase (example setup). How scoring works
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[](https://trustcase.dev/use-cases/ticket-to-pull-request-with-approval-of-every-write)<a href="https://trustcase.dev/use-cases/ticket-to-pull-request-with-approval-of-every-write"><img src="https://trustcase.dev/badge/ticket-to-pull-request-with-approval-of-every-write.svg" alt="Trustcase trust score for Ticket to pull request with approval of every write" height="20"></a>More engineering workflows
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