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(gt) simplifies the entire code authoring & reviewing lifecycle.","It enables stacking PRs on top of each other to keep your changes small, focused, and reviewable.","","`gt` is a drop-in replacement for `git`, which you will use to organize the code that you write and submit.","","IMPORTANT: When writing code, assume that the user wants this to be structured using a stack of pull requests and submitted using `gt submit`. Before writing any code, present the user with the structure of the stack that you intend to submit and ask for confirmation before proceeding.","","DO NOT use `git commit` or `git push`. Instead, you must use the following Graphite commands:"," Instead of `git commit`, use `gt create`. This will create a commit and a branch with the current changes."," Instead of `git push`, use `gt submit --no-interactive`. This will submit the current branch & all downstack branches to Graphite.","","Once you've received confirmation to build a stack, follow these steps carefully:","","1. Write the code for the first pull request. YOU MUST ALWAYS write the code BEFORE creating the branch. This allows the user to validate if they are happy with the changes before they are committed.","","2. Stage the changes with `git add`.","","3. Create the first branch with `gt create`."," - Follow any previous instructions about crafting commit messages, and provide the message as a parameter to `gt create` using the `--message` flag."," - Keep in mind that the first line of the commit message will become the title of the PR.","","4. Repeat steps 1-3 for each subsequent pull request in the stack.","","5. When you've finished writing the code for the last pull request, submit the stack with `gt submit --no-interactive`."," - After submission, present the user with the /github/pr/ link to the first PR in the stack.","","","USAGE"," $ gt [flags]","","TERMS"," stack: A sequence of pull requests, each building off of its parent. (ex: main <- PR \"add API\" <- PR \"update frontend\" <- PR \"docs\")"," trunk: The branch that stacks are merged into. (ex: main)"," downstack: The PRs below the given PR in a stack, i.e. its ancestors."," upstack: The PRs above the given PR in a stack, i.e. its descendants.","","CORE COMMANDS"," gt init: Initializes your Git repo to work with Graphite"," gt create: Creates a new branch and commit your changes"," gt submit: Submits the current branch & all downstack branches to Graphite"," gt submit --stack: Submits your current stack to Graphite"," gt modify: Amends your current branch with new changes and rebases all PRs above it"," gt restack: Rebases every PR in a stack to have the latest changes"," gt sync: Pulls the latest trunk branch, rebases all open PRs/stacks on top of the latest changes, and prompts to delete any stale/old/merged branches"," gt checkout: Interactively checks out any of your branches"," gt state: Prints out the state of the repository"," gt up: Checks out the branch directly upstack"," gt down: Checks out the branch directly downstack","","CORE WORKFLOW"," Run the learn tool to learn how to use gt.","","To run a `gt` command, call this tool."]},"learn_gt":{"description":["Learn about stacking PRs with Graphite (gt)."],"content":["# Stacking with Graphite CLI: A Solo Developer’s Guide","","## What is **Stacking** and Why Use It?","","**Stacking** (or stacked pull requests) is a development workflow where new feature branches are created **on top of existing feature branches**, rather than directly off the main trunk. In practice, this means breaking a large feature or change into a **sequence of smaller, dependent PRs**. Each PR (or “diff”) builds on the previous one, forming a stack. For example, instead of one huge PR with all your changes, you might have PR1 (base changes), PR2 (built on PR1), PR3 (built on PR2), and so on. Each can be reviewed and merged independently in order.","","**Benefits for development and code review:** Stacking offers several advantages for a solo developer (and teams alike):","","* **Parallel Development:** You don’t have to stop and wait for one PR to be merged before starting the next. Stacking **parallelizes development and code review**, so you can continue building on your last PR while it’s under review. This keeps you unblocked and speeds up your workflow.","* **Smaller, Focused PRs:** By design, stacking forces you to break up a big change into **smaller, more manageable changesets**. Each PR in the stack addresses a distinct part of the feature, typically on the order of tens or hundreds of lines rather than thousands. Smaller PRs are **easier to understand and review** for both you and your reviewers.","* **Faster, Incremental Reviews:** Reviewers can give feedback one piece at a time. Code review is faster and less overwhelming when focusing on a small diff. Issues can be caught and fixed in the relevant PR without holding up the entire feature. Meanwhile, you (as the author) can respond to feedback on an earlier PR while continuing work on later PRs.","* **Clear History & Separation of Concerns:** Each PR in a stack has a clear purpose. This structure makes the code history cleaner – if a bug arises or a revert is needed, you can target the specific PR that introduced it, rather than untangling a monolithic change. Overall, stacking **makes changes easier to understand** and maintain down the line.","* **No Long-Lived Massive Branches:** Instead of one long-lived feature branch with many commits, stacked branches regularly merge into main. This minimizes the pain of massive, out-of-date branches and reduces merge conflicts, since changes integrate to main in smaller chunks.","","In short, stacked PRs help solo developers **ship code faster and with more confidence**. You can develop features in logical slices, get incremental feedback, and avoid the “mega-PR” anti-pattern that slows everyone down. However, manually managing stacked branches (constant rebasing, updating PR bases, etc.) can be tedious. **Graphite CLI (`gt`)** is a tool built to streamline this workflow by automating branch stacking operations.","","## Getting Started with Graphite CLI","","*Assumptions:* You have the Graphite CLI installed, have run `gt auth` to authenticate with GitHub, and initialized it in your repository (i.e., configured your trunk branch with `gt init`). This guide focuses on using Graphite’s CLI commands for a solo developer workflow. Graphite commands are invoked with the `gt` prefix. You can always run `gt --help` or consult the CLI’s help for details on flags.","","Graphite CLI serves two key purposes: **simplifying Git commands** (especially tricky tasks like rebasing) and **enabling PR stacking** as a first-class concept. In the following sections, we’ll walk through a typical solo development cycle using stacked PRs with Graphite CLI – from the first branch, through stacking more PRs, updating them, and finally merging and cleaning up.","","---","","## Step 1: Creating the First Stacked Branch (Initial PR)","","Let’s start by creating our first pull request using Graphite CLI. This will set the foundation (the bottom of the stack) for subsequent PRs.","","1. **Check out the trunk branch** (usually `main`):",""," ```bash"," gt checkout main"," ```",""," This ensures you’re up-to-date on the base branch before starting new work. (Graphite’s `gt checkout` is similar to `git checkout`, and with no argument it even presents an interactive branch picker, which is useful as your stack grows.)","","2. **Make your code changes** on `main` (using your editor or any method). For example, if you’re adding a new API method, you’d edit or create the necessary files in your project. (In this guide, we’ll use simple shell commands to simulate changes.)",""," ```bash"," # For example, simulate code changes:"," echo \"new code changes\" >> file.js"," ```","","3. **Create a new branch with a commit for your first PR:** Use `gt create` to create a branch stacked on the current branch (main) and commit your changes in one go. For convenience, add flags to stage all changes and set a commit message:",""," ```bash"," gt create --all \\"," --message \"feat(api): Add new API method for fetching users\""," ```",""," This single command does the following: stages all your modified files (`--all`), creates a new branch off `main` (automatically naming it based on your commit message), and creates a commit with the given message. It also checks out the new branch for you, so you’re now on your feature branch. At this point, you have a local commit on a new branch (say the branch is named something like `username/feat-api-add-new-api-method-for-fetching-users`).","","4. **Push the branch and create a pull request:** Use `gt submit` to push your new branch to the remote and open a PR on GitHub:",""," ```bash"," gt submit"," ```",""," By default, `gt submit` will push the current branch to GitHub and open a pull request for it (Graphite CLI syncs with GitHub). You’ll likely be prompted (either in the CLI or on the web) to add a PR title/description if not provided. After this, your first PR is live on GitHub (or on Graphite’s web UI) for review.","","5. **(Optional) Iterating on the PR:** If you realize you need to make further changes on this PR (before or after review), Graphite provides an easy way to update the commit. Simply make the needed code changes on this branch, then run:",""," ```bash"," gt modify --all"," ```",""," This stages all changes and **amends the last commit** of the current branch (by default). Essentially, `gt modify` lets you “modify” the tip of your branch; it will also automatically restack any descendant branches (we have none yet) to include this amended commit. After modifying, run `gt submit` again to update the PR on GitHub with your changes (Graphite will force-push the amended commit).",""," * *Alternative:* If you prefer not to amend but to add a new commit for the update, you can do `gt modify --commit --all -m \"fix: adjust API response format\"` to create a new commit on this branch. This is useful to preserve separate commits for feedback changes. Graphite will still restack any upstack branches to include this new commit.","","At this stage, you have one open PR (let’s call it **PR1**) based on `main`. Now imagine you’ve submitted PR1 for review. Instead of waiting idle for PR1 to be reviewed and merged, you can immediately start on the next part of your project by stacking another PR on top of it.","","## Step 2: Stacking an Additional Pull Request (Next PR in the Stack)","","While PR1 is in review, Graphite enables you to create **another branch on top of PR1** for the next set of changes. This second branch will form **PR2**, and will be “stacked” on PR1 (meaning PR2’s base is PR1’s branch, not main).","","1. **Check out the first PR’s branch:** Before creating the next PR, make sure you are on the branch that you want to build upon. You can use the interactive selector `gt checkout` (with no arguments) to choose the PR branch you just created:",""," ```bash"," gt checkout"," ```",""," Running `gt checkout` with no branch opens a list of branches – select your PR1 branch and press Enter. (Alternatively, you could run `gt checkout ` directly.)","","2. **Make the next set of changes** on this branch. These changes should logically build on what you did in PR1. For example, if PR1 added a new API, PR2 could add front-end code that uses that API:",""," ```bash"," # Simulate some changes on top of PR1's changes:"," echo \"update frontend to use the new API\" > frontend/UsersPage.tsx"," ```","","3. **Create the second branch for PR2:** Now use `gt create` again to create a new branch for PR2. This will base the new branch on the current branch (which is PR1’s branch):",""," ```bash"," gt create --all \\"," --message \"feat(frontend): Load and display user list\""," ```",""," Graphite creates a new branch stacked on PR1’s branch and commits the changes with the provided message. Now you have a second branch (child of the first) locally.","","4. **Submit the stacked PRs:** Push the new branch (and update PRs) with `gt submit --stack`:",""," ```bash"," gt submit --stack"," ```",""," The `--stack` flag tells Graphite to **submit the entire stack** of changes, not just the current branch. In this case, PR1 was already submitted, so Graphite will push PR2 and ensure it’s correctly marked as dependent on PR1. After this, you should have **two PRs open**: PR1 (the base of the stack) and PR2 (stacked on PR1). PR2’s base branch will be PR1’s branch on GitHub, indicating the dependency.",""," *Tip:* You can also assign reviewers at submit time. For example, `gt submit --stack --reviewers alice` would mark **@alice** as the reviewer on each PR in the stack. Otherwise, you can open the PRs in the browser and assign reviewers manually.","","5. **Visualize the stack:** Locally, use `gt log` or the shorthand `gt ls` to see your stack of branches in a tree view:",""," *Graphite CLI output of `gt log`, showing a stack of branches (each bullet is a branch, with indentation indicating the stack hierarchy). In this example, `main` is at the bottom, and several feature branches are stacked above it.*",""," The `gt log` command displays your trunk and all stacked branches as a DAG (directed acyclic graph). You should see that your second branch is shown as a child of the first branch, confirming the stack structure. (Under the hood, Graphite is managing metadata so it knows branch A is the parent of branch B, etc.)","","6. **Open PRs in the browser (optional):** Run `gt pr` at any time to open the current branch’s PR page in your web browser. This is useful to double-check how the PR looks on GitHub/Graphite, assign reviewers, etc. If you run `gt pr` from the top of your stack, you’ll see PR2; from the bottom, you’ll see PR1. You can also use `gt pr --stack` to open Graphite’s stack view in the browser (if using Graphite’s web UI).","","You have now created a **stack of two PRs**. PR2 is built on PR1. You can continue this process to create larger stacks (3, 4, 5, ... PRs) by always checking out the tip of the stack and then using `gt create` for the next branch. Graphite will handle tracking their relationships. Each PR can be reviewed independently, but you don’t have to stop coding while waiting for reviews.","","## Step 3: Managing the Stack – Submitting and Updating PRs","","At this point, you might be iterating on your stack: some PRs might get reviewed and need changes, or new commits on `main` might conflict with your open PRs. Graphite CLI provides commands to **modify, restack, and reorder** your stack easily. Let’s cover common scenarios:","","### Addressing Code Review Feedback (Mid-Stack Changes)","","It’s common to get feedback on the *bottom* PR while you’re still working on higher PRs. With a normal Git workflow, changing an earlier commit would require manually rebasing the later commits. Graphite automates this via `gt modify` and `gt restack`.","","**Scenario:** Your reviewer asks for changes in PR1 (the bottom of your stack), which means PR2 (and any above) will need to incorporate those changes.","","1. **Check out the PR that needs changes:** Use `gt checkout ` for the PR that requires edits (e.g., PR1’s branch). For example:",""," ```bash"," gt checkout feat/api-add-new-api-method-for-fetching-users"," # Now on PR1's branch"," ```","","2. **Make the required code changes** in that branch (e.g., adjust some API logic in `file.js` as per review comments).","","3. **Amend or commit the changes:** Run `gt modify` to update this branch’s commit(s). By default, `gt modify -a` (with `--all`) will amend the latest commit with your staged changes and **automatically rebase (“restack”) all child branches on top of it**. For example:",""," ```bash"," gt modify --all"," ```",""," This stages all changes and amends the current commit in PR1, then Graphite **rebases PR2 on top of the updated PR1** for you. After this, PR1 now includes the review fixes, and PR2’s branch tip is moved to incorporate PR1’s new commit (so PR2 is up-to-date). Graphite essentially performs the equivalent of a `git commit --amend` on PR1 and a `git rebase` of PR2, all in one step.",""," * If you prefer to add a new commit on PR1 for the fixes (instead of amending), you can run:",""," ```bash"," gt modify --commit --all --message \"chore: address review feedback\""," ```",""," This creates a new commit on PR1 (with your message) and restacks the branches above it as well. The choice between amending or adding a commit is up to your team’s conventions; either way, Graphite will ensure the stack remains consistent.","","4. **Push the updated stack:** After modifying, push the changes with `gt submit` (or `gt submit --stack`). Graphite will update the open PRs on GitHub. PR1 will show the new changes (either as an amended single commit or an extra commit), and PR2 will now automatically include those changes in its diff (since its base changed). This makes it seamless for the reviewer – they’ll see PR1’s update, and PR2’s diff may shrink or adjust accordingly.","","Graphite’s handling of mid-stack updates means you can fix something in an earlier PR **without having to manually rebase all subsequent PRs** – the CLI’s core commands do that heavy lifting. The `gt modify` command “will let you edit any branch in a stack, and automatically restack all the branches above it”.","","### Keeping Your Stack Up-to-Date with `main`","","As you work on your feature branches, the main branch (trunk) might advance (for instance, if you or others merged other changes into `main`). It’s important to keep your open PRs in sync with the latest `main` to catch any conflicts early and ensure a smooth merge later.","","**Sync with trunk:** The command **`gt sync`** is your friend here. Running `gt sync` will:","","* Fetch and fast-forward your local `main` to the latest remote `main`.","* **Rebase (restack) all your open PR branches on top of the new `main`** (for all stacks in the repo, or just the current stack).","* Identify any merged or closed PR branches and offer to delete them locally (cleanup).","","In practice, just do:","","```bash","gt sync","```","","Graphite will pull the latest `main` and then rebase your stack’s branches one by one onto `main`. If everything applies cleanly, you’re done – all your branches now sit on the newest main, and their PRs are updated accordingly (Graphite updates the base commit in GitHub’s view).","","If a conflict is encountered during this automatic restack, `gt sync` will pause and tell you which branch has conflicts. You can then checkout that branch (Graphite will usually prompt or can do it for you) and run `gt restack` to manually resolve conflicts:","","```bash","# Graphite tells you branch \"feat/frontend-user-list\" has conflicts","gt checkout feat/frontend-user-list","gt restack","```","","The `gt restack` command will initiate an interactive rebase for that branch onto its updated parent. You would then resolve merge conflicts in the files (if any) using your editor, `git add` the resolutions, and continue the rebase with `gt continue`. (You can also do `git rebase --continue`, but `gt continue` is a convenient alias that resumes a Graphite-stopped rebase operation.)","","Once conflicts are resolved and `gt restack` finishes, run `gt submit` to push the now-conflict-free branch updates. Your PR stack is now rebased onto latest main.","","**When to use `gt restack` vs `gt sync`:**","","* Use `gt sync` regularly to incorporate upstream changes from trunk into all your stacks at once. It’s a broad operation (default affects all tracked branches) and is the easiest way to stay current.","* Use `gt restack` for more targeted rebasing. For instance, if you only want to rebase a specific branch or subset of the stack (perhaps after manually editing commits), you can use `gt restack` with options. By default, running it on a branch ensures that branch’s parent is in its history (rebasing if not). You can scope it with flags like `--upstack` or `--downstack` to restack only certain portions of the stack. In most cases, you won’t need to call `gt restack` manually unless fixing conflicts or performing an advanced operation – Graphite’s other commands (modify, sync, submit, etc.) call it under the hood as needed.","","### Reordering PRs in a Stack (When and How)","","Sometimes you may decide to **change the order of PRs** in your stack. Perhaps you realized PR2’s changes are actually independent and could go before PR1, or you want to split a PR into two and insert one in the middle of the stack. Graphite CLI supports reordering without manually juggling branches.","","* **When to reorder:** Reordering is useful if the logical sequence of changes changes. For example, if PR2 no longer depends on PR1, you might want to swap them so PR2 can merge first. Or if you’ve created PR1 and PR2, but now want to insert a new PR between them (effectively reordering the sequence).","","* **How to reorder:** Use the `gt reorder` command. First, checkout the branch that will be the new “bottom” of the section you want to reorder (or ensure you’re on one of the branches in the stack). Then run:",""," ```bash"," gt reorder"," ```",""," This opens an editor (likely your default text editor) listing all branches from trunk (main) up to the current branch. You can then **move lines around** to specify a new order of those branches. Save and close the editor, and Graphite will automatically restack the branches in the order you specified. Essentially, it’s doing a series of rebases to shuffle the order.",""," For example, if your editor shows:",""," ```"," main"," feat/api-new-endpoint"," feat/frontend-user-list"," ```",""," And you swap the two feature branches:",""," ```"," main"," feat/frontend-user-list"," feat/api-new-endpoint"," ```",""," After saving, the branch that was second is now based on `main`, and the one that was first is now stacked on it. Their PR dependencies will update accordingly (Graphite updates the parent/child relationships).","","* **Inserting a new PR mid-stack:** A common pattern is realizing you need another PR in the middle of a stack. You can accomplish this by checking out the branch **below** where the new one should go and running `gt create -i`. The `--insert` (`-i`) flag on `gt create` will create a new branch above the current one and below its former child. Graphite will prompt if there are multiple children to choose which chain to insert into. This effectively is a shortcut for “create and then reorder into the middle,” which Graphite handles seamlessly.","","* **Moving a branch to a different parent:** If you want to change a branch’s base to a completely different branch (not just reorder within the same trunk), you can use `gt move`. For instance, `gt move --onto other_branch` will rebase the current branch onto `other_branch` and restack its descendants accordingly. This is more advanced, but it’s good to know it exists if you ever need to re-parent a branch to a different part of the stack or a different base.","","**Note:** Reordering can be complex if the changes truly depended on each other. Always consider if reordering makes sense logically (tests should pass in the new order). Graphite will handle the Git mechanics, but it can’t magically make dependent code independent. Use this feature when the dependency is flexible or mis-specified.","","## Step 4: Merging the Stack of PRs","","After your PRs have been reviewed and approved, the final goal is to merge them into the trunk (e.g., `main`). With a stacked PR workflow, you have a couple of options for merging:","","* **Merge all PRs in the stack sequentially:** The straightforward approach is to merge from the bottom of the stack upwards. Since PR2 is based on PR1, PR1 must be merged (or at least merged into trunk) before PR2 can land on trunk. Graphite’s web UI has a “Merge Stack” button which can merge the entire stack in one go. If you’re using GitHub’s UI, you would merge PR1 (the base PR) first – once PR1 is merged into `main`, PR2’s base will automatically change to `main` (Graphite or GitHub will handle this if the branches are properly linked). Then you can merge PR2. In practice it’s often easiest to use Graphite’s **“Merge when ready”** feature: if you mark each PR as “merge when ready” (Graphite CLI has a flag `-m`/`--merge-when-ready` on `gt submit` to do this), they will auto-merge as soon as all requirements (approvals, CI checks) are met, in the correct order.","","* **Partial merges:** Sometimes you might only want to merge part of the stack and leave the rest for later (e.g., PR1 is approved and independent, but PR2 is still under review). This is fine – you can merge PR1 by itself. After merging PR1, you’ll need to update PR2: you can either rebase PR2 onto `main` (Graphite should do this via `gt sync`) or GitHub might auto-update the base if it detects the base branch was merged. In Graphite’s UI, you could select PR1 as the last to merge, leaving PR2 open. Essentially, merging the bottom PR will turn the next PR into a normal PR against `main` (since its parent is merged).","","* **Merge queue:** If you have Graphite’s merge queue or any automation, that can also handle stacks, but as a solo developer you might simply merge manually.","","After merging, all the commits from PR1 and PR2 are now in `main`. Graphite (and GitHub) will mark those PRs as merged/closed.","","## Step 5: Post-Merge Cleanup and Workflow Tips","","Once your stacked PRs are merged, you should clean up local branches and make sure everything is synced. We already introduced `gt sync` for keeping up to date; it’s also the go-to for cleanup after merges.","","* **Run `gt sync` after merging**: This will fetch the latest `main` (now containing your merged changes) and prompt you to delete the local branches that have been merged. Graphite knows which branches correspond to closed/merged PRs and will offer to remove them from your machine (they remain in GitHub history if needed, but you don’t need the local branches anymore). This keeps your environment clean.","","* **Confirm branch deletion:** If you accept the prompt, Graphite will delete those branches locally. If you said “No” or used `--force`, you can always manually delete merged branches later with `gt delete ` – Graphite’s delete will also handle any internal metadata and restack children appropriately.","","* **Staying up-to-date:** As a solo dev, you might not have frequent incoming changes on `main` from others, but it’s still good practice to run `gt sync` periodically. It ensures your local trunk is current and that your next stack starts from the latest code.","","* **Start the next task:** After merging and syncing, you’re ready to start a new stack for your next feature! Typically you’d `gt checkout main` (now updated) and repeat the process by creating a new branch with `gt create`. Graphite encourages a continuous flow: develop -> submit PRs -> merge -> sync -> repeat, always working in stacked, reviewable increments.","","---","","## Troubleshooting & Common Patterns","","Even with Graphite’s automation, you might encounter situations that need special handling. Here are some common scenarios and how to address them:","","* **“Your branch and 'origin/main' have diverged” (Diverged Branch):** This Git message means your local branch history and the remote `main` have different commits (e.g., you made local commits while `main` moved on with other commits). In a stacking workflow, you typically avoid merging `main` into feature branches; instead you rebase feature branches onto `main`. The easiest fix is to run `gt sync` – Graphite will fetch the latest `main` and rebase your branch (or stack) onto it, effectively reconciling the divergence by making your commits sit on top of the new `main`. If `gt sync` warns that it can’t fast-forward `main` (because you have local commits on `main` that aren’t on origin), it will **force-reset your `main` to match origin** by default (Graphite assumes trunk should mirror the remote). After syncing, the divergence should be resolved. In general, if you stick to using `gt` commands for creating and updating branches, you’ll rarely see this error.","","* **Merge Conflicts During Restack:** If a `gt sync` or `gt restack` stops due to conflicts, Graphite will pause the operation and let you resolve them. The CLI might output something like “Conflict in file X. Please resolve and run `gt continue`.” To handle this:",""," 1. Open the conflicting file(s), and fix the merge markers (choose the correct code from HEAD vs incoming changes)."," 2. Stage the fixes with `git add `."," 3. Run `gt continue` to resume the restack/rebase. This is analogous to `git rebase --continue`, but use `gt continue` to keep Graphite aware of the operation."," 4. If you decide to abort the rebase instead, you can use `gt abort` to cancel the operation (this will abort the Git rebase and reset to the pre-restack state). Then you might address the issue differently or try again.","","* **Accidentally editing the wrong branch:** If you realize you committed changes on the wrong branch in your stack (e.g., you meant to be on a new branch but were still on PR1’s branch), Graphite can help adjust. You could use `gt split` to split out commits, or simpler, if the changes should really be a new PR on top, use `gt branch` (or `gt move`) to move that commit to a new branch. For example, checkout PR1, use `git reset HEAD~1` to undo the commit but keep changes staged, then `gt create` a new branch for those changes. Graphite’s `gt split` command can also take a multi-commit branch and break it into multiple single-commit branches automatically (advanced usage for after-the-fact stacking).","","* **Rebasing a single branch or sub-stack:** If you want to rebase just part of a stack (say you have a long stack but only need to adjust the bottom few), you can use `gt restack --downstack` (to restack the branch and all its ancestors only) or `gt restack --upstack` (the branch and its descendants). For example, `gt restack --downstack` on a mid-stack branch will rebase that branch onto its correct parent (likely a new base if you changed something) and then stop, without touching branches above. This is rarely needed, but gives fine control.","","* **Graphite metadata issues:** On rare occasions (say you performed some Git actions outside `gt` that confused it), Graphite might lose track of the parent/child relationship of branches. If you see strange behavior in `gt log` or Graphite’s stack view, the command `gt track` can be used to manually tell Graphite the parent of a branch. Running `gt track ` lets you pick a parent branch for it (useful if you created a branch outside Graphite and want to include it in a stack). Similarly, `gt untrack` will remove a branch from Graphite’s tracking (if you no longer want it treated as part of a stack).","","* **Undoing mistakes:** If you ever invoke a Graphite command and realize it did something you didn’t intend (like created or reordered incorrectly), you can often undo it. Git is underlying, so classic undo tactics apply. Graphite provides `gt undo`, which will attempt to reverse the last Graphite operation (for example, if you accidentally ran `gt create` and want to undo that branch creation). It’s essentially a safer wrapper around Git’s reflog/restore capabilities.","","**Common Patterns Summary:** Keep these patterns in mind: use `gt modify` for updating commits, `gt sync` to stay current with trunk, `gt restack` (or automatic restacking) to handle any rebase needs, `gt reorder` or `gt move` for changing stack structure, and `gt continue/gt abort` when dealing with conflict resolutions. By using these tools, even tricky situations (rebasing a complex stack, resolving conflicts, altering stack order) become more manageable.","","---","","## Appendix: Common Graphite CLI Commands for Stacking","","Below is a quick-reference for the Graphite CLI commands used in stacked development. These are the most relevant commands for creating and managing stacks:","","* **`gt checkout [branch]`:** Checks out the given branch. If no branch is specified, it opens an **interactive branch picker** for you to select a branch to switch to. (Use this to quickly switch between PR branches or to trunk.)","","* **`gt create [name]`:** Creates a **new branch stacked on the current branch** and commits any staged changes to it. If you don’t provide a name, Graphite will auto-generate one from the commit message. Useful flags: `-a/--all` to stage all changes (including untracked files) before commit, `-m/--message \"msg\"` to set the commit message. This command is the standard way to start a new PR (stacked on whatever branch you’re currently on).","","* **`gt submit`:** Pushes your local branches to GitHub and opens/updates PRs for them. By default it will submit only the current branch (and its ancestors, if they don’t have PRs yet). Use `gt submit --stack` to ensure it submits **all branches from the current branch’s ancestors down to itself** (i.e., the whole stack). Graphite will validate that branches are properly stacked (rebased) before pushing. It’s safe to run multiple times; it will create new PRs for new branches or update existing PRs if commits have changed. Common flags: `-d/--draft` to mark new PRs as draft, `-r/--reviewers user1,user2` to assign reviewers, `-m/--merge-when-ready` to mark PRs to auto-merge when requirements are met.","","* **`gt modify`:** Modifies the current branch’s latest commit *or* creates a new commit on it, and **auto-restacks descendant branches**. This is a convenient alternative to `git commit --amend` or making new commits manually, as it will handle the rebase of children. Without flags, `gt modify` will prompt how to handle changes. With `--all`, it stages everything. Use `-c/--commit` to create a new commit instead of amending. Use `-m \"message\"` to provide a commit message (for new commit) or to update the amended commit message. Typically, `gt modify -a` (amend) or `gt modify -c -a -m \"msg\"` are used to apply feedback to a PR.","","* **`gt restack`:** Restack the current branch (and by default, all its descendants) onto its proper base, ensuring each branch in the stack has its parent’s latest commits. In effect, it rebases the stack. In Graphite’s normal workflow, you don’t often run this manually unless dealing with conflicts or special cases, because `gt modify`, `gt submit`, etc., automatically keep things restacked. Flags: `--upstack`, `--downstack`, `--only` to limit which parts of the stack to restack. If conflicts occur, it will stop and prompt you to resolve them (via `gt continue`).","","* **`gt sync`:** Syncs your local repository with the remote. This performs multiple actions: updates the trunk branch from remote, restacks all open branches on the new trunk (where possible), and offers to delete merged or closed branches. It’s essentially your “keep everything up-to-date” command. Use it frequently to avoid drift. You can add `--all` to sync across all trunk configurations if you have multiple trunk branches. If any branch can’t be automatically rebased (conflict), you’ll be told which one to manually `gt restack`.","","* **`gt reorder`:** Opens an editor for you to reorder the branches between the current branch and the trunk, then restacks them in the new order. Use this when you want to rearrange the sequence of stacked PRs.","","* **`gt move [--onto target]`:** Rebase the current branch onto a new target branch (changing its parent). This effectively moves a sub-stack to a different place. If no `--onto` is provided, it will interactively prompt for a target branch. After moving, it will restack the current branch’s children on the new base as well.","","* **`gt continue`:** If a Graphite operation (like restack or sync) is paused due to conflicts, fix the conflicts then run `gt continue` to resume the operation. It continues the last operation that was interrupted by a rebase conflict. (Analogy: `git rebase --continue` in Graphite flavor.)","","* **`gt abort`:** Abort a currently paused Graphite rebase/operation. This will stop the rebase and return your branches to the state before the operation (like `git rebase --abort`).","","* **`gt top` / `gt bottom`:** Quickly navigate to the top of the current stack or the bottom (closest to trunk) of the current stack, respectively. For example, `gt top` checks out the tip-most branch in the stack you’re on, and `gt bottom` goes to the base branch of the stack (often trunk or the first feature branch).","","* **`gt up` / `gt down`:** Move one level upstack or downstack in the branch hierarchy. `gt up` is like “go to my child branch” (if it exists), and `gt down` goes to the parent branch. These are handy for navigating a stack without specifying branch names.","","* **`gt pr [branch]`:** Open the pull request page in your browser for the specified branch (or the current branch if none given). Use this to quickly jump to the GitHub/Graphite PR view.","","* **`gt ls` / `gt log`:** Show the structure of your stacks. `gt log` by default shows a **graph of branches** (DAG) in your repo, which is great for visualizing stacks. `gt log short` or `gt ls` gives a concise list view of branches in the current stack. This helps confirm the order and parent-child relations.","","* **`gt delete [branch]`:** Delete a branch locally and remove it from Graphite tracking. If that branch had children, Graphite will prompt or handle moving those children onto the deleted branch’s parent (essentially “folding” the stack). Use this to clean up feature branches that you perhaps decided to discard or after a merge (though `gt sync` automates merged branch deletion as noted).","","* **`gt undo`:** Undo the most recent Graphite mutation command. For example, if you ran a rebase or create that you want to revert, `gt undo` tries to roll it back.","","* **`gt help` or `gt --help`:** Graphite provides detailed help for each command. Use this to discover more flags or subcommands as you become more advanced in stacking.","","This appendix covered the key commands you’ll use day-to-day. Graphite CLI has many more capabilities (integration with AI for descriptions, splitting commits, etc.), but those above are the core for working with **stacked PRs** as a solo developer. 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Your role\n\nYou are the agent for this Cursor Project. A Project is a long-running chat for ongoing work across many turns and background agents.\n\nYour session Agent Store is a persistent directory shared with your subagents: `$CURSOR_AGENT_STORE_FILES_DIR` from your shell environment. Resolve it to an absolute path before writing to it.\n\n## The task list\n\n`tasks.md` gives the user status visibility when the Project dispatches several pieces of work. At a glance, it shows what the Project is currently working on, what is in progress, and what finished recently, especially during concurrent or background work.\n\nKeep one Markdown task list in `tasks.md` in the session Agent Store. Reuse the file if it exists, otherwise create it there. Do not write `tasks.md` to `~/.cursor/` or the repository unless the user asks. Cursor shows it at the bottom of chat as the user's summary of what is happening.\n\nTrack:\n\n- Current and in-progress work.\n- Every active background subagent, shown as a Markdown link under its relevant current task.\n- Every pull request created in this chat, shown as a Markdown link.\n\nA completed subagent can stay as a short link when it helps the user access or understand the result, ideally paired with the outcome: `[Name or description of work](subagent-link) is ready to [Review here](artifact-link)`. Remove subagent links that only preserve orchestration history or duplicate a PR or artifact already listed. For cloud subagents, `[Review +N −M](bc-id#changes)` is the code-review artifact when code changed, and `[Try Live](bc-id#desktop)` applies only when the subagent returned images or videos. Keep any pull request it created linked under `PRs`.\n\nBy default, organize the list under exactly these bold labels, never Markdown headings: `**In progress**`, `**Done**`, and `**PRs**`. Omit any group entirely when it has no entries. Use a different organization only when it is clearly more suitable for the work. Every task and PR entry must use Markdown checkbox syntax, never a plain bullet: `- [ ]` for active or pending work and `- [x]` for completed work. When status changes, update the existing entry: check it when it completes, uncheck it if work resumes, and move it to the appropriate group without duplicating it. Keep top-level task labels simple, direct, and easy to scan: use short noun or action phrases, typically two to six words, and name the task rather than narrating its history. At the top level, never flatten multiple outcomes, clauses, or status details into one long entry or use semicolon-separated execution summaries. Give each distinct user-facing goal its own short top-level checkbox item, with that goal's milestones and updates as nested checkboxes beneath it. Track unanswered user decisions alongside implementation work. Nest them under the relevant goal unless the decision is itself a major workstream. Keep unresolved decisions unchecked until decided. Keep the parent unchecked while any child remains pending; check it only when the whole goal is done. For large plans, link the plan document from the top-level task and keep only its milestones as nested checkboxes in `tasks.md`. Do not duplicate the full plan in the task list. If detail exceeds a few compact child items, link to a supporting Project Markdown document rather than expanding `tasks.md`. Within the chosen organization, reorder or sort entries, group related work, and nest subtasks when that improves clarity. Keep it easy to scan. A new user prompt or the first subsequent `tasks.md` write is never, by itself, a reason to clear `Done`. Keep each newly completed entry visible in its completion update and through at least the next two user-visible task-list updates; only consider pruning it on a later update. Completed entries that link to durable Project artifacts—research, plans, specifications, reports, or review artifacts—remain while those artifacts are relevant to the current Project, even after that recent-completion window. Remove them only when superseded, explicitly dismissed, or no longer useful to current work. Continue pruning failed attempts, research process steps, implementation archaeology, outcomes duplicated by a lasting `PRs` entry, and genuinely stale completions. The overview reflects the Project now, not an archive. Keep pull request entries until the user closes or dismisses them, or they are superseded.\n\nKeep work under `In progress` until its user-facing goal is complete, not merely until setup or an intermediate step succeeds. Preserve still-relevant entries across turns, update them in place as the work changes, and include only the context the user needs to continue or evaluate it.\n\nUpdate existing entries whenever work starts, finishes, or changes state. Do not duplicate tasks or turn the list into an execution log.\n\n## Project documents\n\nWhen substantial research, planning, specifications, Project context, or multi-phase work would benefit from depth, create durable Markdown documents in the session Agent Store. Do not put them in the repository unless the user asks. Reports are Project documents: use `reports/` for self-contained analytical deliverables and findings, and use normal Project documents for evolving plans, specifications, and Project context. Do not duplicate the same content across both.\n\nKeep `tasks.md` as the concise current-status overview. Link relevant task entries to supporting Project documents instead of embedding all of their detail. When multiple documents exist, maintain a short overview or index document that links to them; for multi-phase work, have the overview link to separate phase documents. Cross-link documents with relative Markdown links so the user can move from overview to detail and between related material.\n\nUpdate existing documents in place instead of creating duplicate or stale versions. Do not create document sprawl for trivial work; split material only when each file has a clear purpose and gives the user useful optional depth.\n\n## Project memory\n\nWhen the user states a lasting preference or direction, such as “parallelize more” or “use grok” adapt future work toward it. Record durable preferences and other Project context worth remembering in a separate Agent Store file, not `tasks.md`; keep transient work status in `tasks.md`.\n\nResearch, plans, and specifications are Project documents, not preference memory.\n\n## Artifacts and reports\n\nPut non-code artifacts you create in the Agent Store; subagent outputs can be found in its `subagents/` subdirectory. When a self-contained analytical deliverable or set of findings exceeds a few short paragraphs, write it as a Markdown report under `reports/` and end your reply by citing the report's absolute path so the user can open it for the full detail. Do not restate the report's contents in chat, and do not drop detail to stay brief; the reply is the headline, the report is the depth. Skip the report when the reply itself is the complete answer. Do not create files just to have something to cite.\n\n## Working with the user\n\nReply like a teammate answering a question in chat, not like a report. Lead with the answer or outcome in a few short sentences the user can absorb at a glance: what happened or what you found, any decision or risk that matters, and what's next.\n\nKeep quick, non-blocking work in this root Project chat. Delegate multi-step work and any potentially blocking operation to background subagents, even if it requires only one tool call. This includes setup, builds, tests, service startup, monitoring or polling, and app-host restarts, so the root chat remains responsive. Local checkout mutations or process control are not by themselves reasons to keep execution in the root chat.\n\nIf you mention a subagent or pull request, make that mention a Markdown link.","reminderPrompt":"- Keep `tasks.md` current and concise: use one top-level checkbox per goal, nest milestones and unresolved user decisions, and link plan documents instead of duplicating detail.\n- Link active subagents. Keep completed links only when useful, and retain PRs until closed, dismissed, or superseded.\n- Keep durable documents and preferences outside `tasks.md`.\n- Delegate multi-step or blocking work so the root chat stays responsive.\n- Link every subagent or PR you mention."},"is_device_based":false,"passed":false},"3483807872":{"name":"3483807872","rule_id":"prestart","secondary_exposures":[],"id_type":"userID","value":{},"is_device_based":false,"is_experiment_active":false,"is_user_in_experiment":false},"799555126":{"name":"799555126","rule_id":"default","secondary_exposures":[],"id_type":"userID","value":{"enabled":false,"sampleRate":1,"observerThreshold":2000,"maxTrackedSources":500,"maxReportsPerSession":10,"maxStackBytes":4000},"is_device_based":false,"passed":false},"2834233870":{"name":"2834233870","rule_id":"launchedGroup","secondary_exposures":[],"id_type":"stableID","value":{"group":"get_started"},"is_device_based":true,"group_name":"Experiment","is_experiment_active":false,"is_user_in_experiment":false},"2684593907":{"name":"2684593907","rule_id":"wmhuabMU3UX0B3oYRjvHH-wbtlVJp7STvHxItzlJdfH","secondary_exposures":[],"id_type":"userID","value":{"showSwitcher":false,"showSettings":true,"keepIsland":false,"sidebarLocation":"left"},"is_device_based":false,"passed":false},"2081160977":{"name":"2081160977","rule_id":"default","secondary_exposures":[],"id_type":"userID","value":{"threshold":1000},"is_device_based":false,"passed":false},"995379804":{"name":"995379804","rule_id":"launchedGroup","secondary_exposures":[],"id_type":"userID","value":{"enabled":false},"is_device_based":false,"group_name":"Control","is_experiment_active":false,"is_user_in_experiment":false},"4049340433":{"name":"4049340433","rule_id":"7aSEjFJkyjoGccpxQhRWHe:100.00:9-7aGrInphHUX3mGDV1ucXRC","secondary_exposures":[],"id_type":"userID","value":{"query_readonly_service":true},"is_device_based":false,"passed":true},"3412765349":{"name":"3412765349","rule_id":"default","secondary_exposures":[],"id_type":"userID","value":{"creditAmountUsd":10,"numDaysWindow":-1},"is_device_based":false,"passed":false},"1985497221":{"name":"1985497221","rule_id":"inlineTargetingRules","secondary_exposures":[],"id_type":"userID","value":{},"is_device_based":false,"is_experiment_active":false,"is_user_in_experiment":false},"3822829642":{"name":"3822829642","rule_id":"inlineTargetingRules","secondary_exposures":[],"id_type":"userID","value":{},"is_device_based":false,"is_experiment_active":false,"is_user_in_experiment":false},"2438300243":{"name":"2438300243","rule_id":"launchedGroup","secondary_exposures":[],"id_type":"stableID","value":{"group":"contact_sales"},"is_device_based":true,"group_name":"Contact Sales","is_experiment_active":false,"is_user_in_experiment":false},"838156119":{"name":"838156119","rule_id":"default","secondary_exposures":[],"id_type":"userID","value":{"lifecycle":"default-off"},"is_device_based":false,"passed":false},"1359053642":{"name":"1359053642","rule_id":"35smHaqb0kakzxxwXsBbVk","secondary_exposures":[],"id_type":"stableID","value":{"group":"control"},"is_device_based":true,"group_name":"Control","is_experiment_active":true,"is_user_in_experiment":true},"2555672363":{"name":"2555672363","rule_id":"layerAssignment","secondary_exposures":[],"id_type":"userID","value":{},"is_device_based":false,"is_experiment_active":true,"is_user_in_experiment":false},"2384782385":{"name":"2384782385","rule_id":"default","secondary_exposures":[],"id_type":"userID","value":{"byJobRole":{"software-engineer":{"coding":[{"type":"app","app":"figma","title":"Turn a Design into Working UI","description":"Build a frame with this repo’s existing components","prompt":"Install the Figma plugin and use its MCP tools to help me choose a frame, then implement it faithfully in this repo using the existing components and patterns. Run it locally and show me what changed."},{"type":"app","app":"slack","title":"Fix a Bug from Slack","description":"Trace a recent bug report to code and fix it","prompt":"Install the Slack plugin and use it to find a recent concrete bug report that fits this repo. Trace it to the responsible code, implement a focused fix, and verify the result."},{"type":"app","app":"linear","title":"Ship an Assigned Ticket","description":"Pick a fitting issue and implement it end to end","prompt":"Install the Linear plugin and use it to find the issues assigned to me. Choose one that fits this repo and is safe to start, then implement it and run the most relevant verification."},{"type":"app","app":"notion-workspace","title":"Build an Idea from Your Docs","description":"Turn a documented idea into a working change","prompt":"Install the Notion plugin and use it to find a concrete product or engineering idea that fits this repo. Turn it into a focused implementation, build it, and explain how to verify it."},{"type":"icon","icon":"terminal","title":"Map This Codebase","description":"Explain the architecture, key flows, and where to start","prompt":"Give me a tour of this codebase. Explain the architecture, main flows, how to run it, and the best place to make a first change. Cite the specific files that matter."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Find and Fix a Real Bug","description":"Identify a likely defect, trace its cause, and fix it","prompt":"Inspect this codebase for a likely real bug. Trace the root cause, implement a focused fix, and verify the behavior with the most relevant test or check."},{"type":"icon","icon":"plan","title":"Ship a Quick Win","description":"Find a small valuable improvement and build it end to end","prompt":"Find a small, valuable improvement that fits this codebase and can be completed safely. Implement it end to end and explain how to verify it."}],"tasks":[{"type":"app","app":"figma","title":"Plan a Design Implementation","description":"Map a frame to components, files, and edge cases","prompt":"Install the Figma plugin and use its MCP tools to choose a relevant frame, then create an implementation plan for this repo, including reusable components, files to change, states, edge cases, and tests."},{"type":"app","app":"slack","title":"Catch Up on Engineering","description":"Summarize urgent threads, reviews, and decisions","prompt":"Install the Slack plugin and use it to review my recent mentions and engineering threads. Summarize what needs attention, identify blockers and decisions, and give me a prioritized action list."},{"type":"app","app":"linear","title":"Plan Your Best Next Ticket","description":"Choose an issue and map the approach and tests","prompt":"Install the Linear plugin and use it to review my assigned issues. Choose the best one for this repo and create a concrete plan with the approach, files to change, risks, and tests."},{"type":"app","app":"notion-workspace","title":"Turn Notes into an Execution Plan","description":"Convert an idea into concrete engineering steps","prompt":"Install the Notion plugin and use it to find an active engineering idea or technical note that fits this repo. Turn it into a prioritized execution plan with open questions, milestones, and verification."},{"type":"icon","icon":"plan","title":"Plan the Next Change","description":"Map an idea into an approach, files, and tests","prompt":"Ask me what I want to change, then turn it into a concrete implementation plan with the approach, files to modify, edge cases, and tests to run."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Review This Project’s Health","description":"Find the biggest reliability and maintenance risks","prompt":"Review this project for its highest-impact reliability, security, and maintenance risks. Rank the findings, cite the relevant code, and recommend what to address first."},{"type":"icon","icon":"list-bullets","title":"Write the Missing Documentation","description":"Find the most confusing workflow and explain it clearly","prompt":"Find the most important workflow in this project that is missing or poorly documented. Write clear documentation with setup, usage, and troubleshooting guidance."}]},"designer":{"coding":[{"type":"app","app":"figma","title":"Bring a Figma Frame to Life","description":"Build a faithful, clickable version in this repo","prompt":"Install the Figma plugin and use its MCP tools to help me choose a frame, then build it faithfully in this repo with real layout, text, states, and interactions. Run it locally when finished."},{"type":"app","app":"slack","title":"Apply the Strongest Design Feedback","description":"Find recent critique and improve the implementation","prompt":"Install the Slack plugin and use it to find recent actionable design feedback that applies to this product. Choose the highest-impact item and implement the improvement in this repo."},{"type":"app","app":"linear","title":"Fix a UI Papercut","description":"Find a small design issue and ship the improvement","prompt":"Install the Linear plugin and use it to find a small, well-scoped UI issue that fits this repo. Implement the fix with polished states and interactions, then show me how to verify it."},{"type":"app","app":"notion-workspace","title":"Build a Concept from a Design Brief","description":"Turn a documented concept into clickable UI","prompt":"Install the Notion plugin and use it to find a concrete design brief or concept that fits this product. Build a focused, clickable version using the repo’s existing components and visual language."},{"type":"icon","icon":"brush","title":"Make This Interface Feel Finished","description":"Polish the weakest screen, states, and interactions","prompt":"Inspect the product UI, identify the screen that feels least finished, and polish its layout, states, interactions, accessibility, and visual consistency. Show me what changed."},{"type":"icon","icon":"terminal","title":"Build a New Experience","description":"Turn an idea into working, clickable UI","prompt":"Ask me for a product experience I want to create, then build a focused, clickable version using this project's existing components and visual patterns."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Audit the Design System","description":"Find inconsistent styles and components worth fixing","prompt":"Audit this product's UI implementation for inconsistent spacing, typography, colors, components, and interaction patterns. Rank the most visible issues and fix the strongest candidate."}],"tasks":[{"type":"app","app":"figma","title":"Audit a Design for Consistency","description":"Find spacing, style, and component inconsistencies","prompt":"Install the Figma plugin and use its MCP tools to review a relevant design for inconsistent spacing, typography, styles, components, and states. Rank the issues and recommend what to fix first."},{"type":"app","app":"slack","title":"Turn Critique into Decisions","description":"Summarize feedback, open questions, and next steps","prompt":"Install the Slack plugin and use it to find recent design critique. Turn it into a concise decision summary: themes, decisions, unresolved questions, and prioritized next steps."},{"type":"app","app":"linear","title":"Create an Engineering Handoff","description":"Turn design work into buildable, scoped tickets","prompt":"Install the Linear plugin and use it to review the active design work. Create or improve the handoff: behavior, states, edge cases, accessibility, acceptance criteria, and dependencies."},{"type":"app","app":"notion-workspace","title":"Make Sense of Design Feedback","description":"Synthesize feedback into themes and actions","prompt":"Install the Notion plugin and use it to find recent design feedback and critique notes. Group them into themes, identify conflicts, and recommend the highest-impact actions."},{"type":"icon","icon":"brush","title":"Critique This Experience","description":"Find the highest-impact usability improvements","prompt":"Review the product's main user flow as a design critic. Identify the most confusing or frustrating moments, explain why they matter, and recommend the highest-impact improvements."},{"type":"icon","icon":"plan","title":"Create an Engineering Handoff","description":"Define states, edge cases, and acceptance criteria","prompt":"Ask me which experience I am handing off, then create an engineering-ready specification covering behavior, states, edge cases, accessibility, and acceptance criteria."},{"type":"icon","icon":"list-bullets","title":"Map the User Journey","description":"Highlight confusing, broken, or missing moments","prompt":"Map the main user journey through this product from entry to success. Highlight confusing, broken, or missing moments and recommend what to improve first."}]},"product-manager":{"coding":[{"type":"app","app":"figma","title":"Turn a Mock into a Live Prototype","description":"Build a clickable version that is ready to share","prompt":"Install the Figma plugin and use its MCP tools to help me choose a product mock, then build the smallest faithful prototype in this repo and show me how to run and share it."},{"type":"app","app":"slack","title":"Prototype a Customer Request","description":"Turn a recurring request into a working demo","prompt":"Install the Slack plugin and use it to find a concrete recurring product request that fits this repo. Reduce it to the smallest testable version and build a working prototype."},{"type":"app","app":"linear","title":"Build the Smallest Useful Slice","description":"Choose an active feature and implement its core value","prompt":"Install the Linear plugin and use it to find an active product issue that fits this repo. Identify the smallest implementation that tests its core value, then build and verify it."},{"type":"app","app":"notion-workspace","title":"Turn a Product Idea into a Prototype","description":"Build the strongest documented idea as a demo","prompt":"Install the Notion plugin and use it to find a promising product idea or brief that fits this repo. Reduce it to the smallest useful prototype and build it."},{"type":"icon","icon":"terminal","title":"Build the Smallest Testable Version","description":"Turn an idea into a working prototype","prompt":"Ask me for a product idea, reduce it to the smallest version that can test the core assumption, and build a working prototype in this project."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Show Me How This Product Works","description":"Map the main user flows to the code in plain language","prompt":"Explain how this product works in plain language. Map the main user flows to the code, show where key decisions happen, and call out what looks easy or difficult to change."},{"type":"icon","icon":"plan","title":"Make One Product Improvement","description":"Find a clear opportunity and implement it","prompt":"Inspect the current product and identify one small, clear user-facing improvement. Explain why it matters, implement it, and show me how to verify it."}],"tasks":[{"type":"app","app":"figma","title":"Pressure-Test a Product Mock","description":"Find unclear flows, assumptions, and missing states","prompt":"Install the Figma plugin and use its MCP tools to review a relevant product mock. Identify unclear flows, hidden assumptions, missing states, and the questions that should be answered before building."},{"type":"app","app":"slack","title":"Find the Decision Blocking the Team","description":"Surface unresolved discussions and recommend a path","prompt":"Install the Slack plugin and use it to review recent product discussions. Find the most important unresolved decision, summarize the evidence and tradeoffs, and recommend a path forward."},{"type":"app","app":"linear","title":"Draft a Spec from Active Work","description":"Create requirements, questions, and success criteria","prompt":"Install the Linear plugin and use it to find the most active relevant project or issue. Draft a concise product spec with the problem, scope, requirements, open questions, and success criteria."},{"type":"app","app":"notion-workspace","title":"Rank the Problems Customers Mention","description":"Synthesize feedback into prioritized themes","prompt":"Install the Notion plugin and use it to find recent customer feedback and research notes. Synthesize them into ranked problem themes with evidence and recommend which one to pursue first."},{"type":"icon","icon":"plan","title":"Draft a Product Spec","description":"Define requirements, questions, and success criteria","prompt":"Ask me for a rough product idea, then draft a concise spec with the problem, target user, requirements, non-goals, open questions, risks, and success criteria."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Find the Biggest Product Opportunity","description":"Rank the most valuable improvements to this product","prompt":"Inspect this product and rank the most valuable improvement opportunities. Ground each one in the current experience and recommend the smallest strong bet."},{"type":"icon","icon":"list-bullets","title":"Pressure-Test a Feature Idea","description":"Surface assumptions, risks, and a smaller first version","prompt":"Ask me for a feature idea, then pressure-test it. Surface hidden assumptions, user and technical risks, edge cases, and a smaller first version that still tests the core value."}]},"researcher":{"coding":[{"type":"app","app":"figma","title":"Build a Prototype for the Next Study","description":"Turn a study concept into an interactive experience","prompt":"Install the Figma plugin and use its MCP tools to choose a relevant study concept or stimulus, then build a reproducible interactive version in this repo."},{"type":"app","app":"slack","title":"Investigate a Question from Slack","description":"Turn a recurring question into an analysis","prompt":"Install the Slack plugin and use it to find a recurring research or evidence question. Turn it into a concrete, reproducible analysis or experiment in this repo and document the limitations."},{"type":"app","app":"linear","title":"Build the Top Research Request","description":"Choose a scoped request and create the first test","prompt":"Install the Linear plugin and use it to find the highest-priority research request that can be addressed in this repo. Build the smallest reproducible test or analysis that creates useful evidence."},{"type":"app","app":"notion-workspace","title":"Reproduce a Documented Analysis","description":"Turn a research method into runnable code","prompt":"Install the Notion plugin and use it to find a documented analysis or method that fits this repo. Reproduce it in code, compare the results with the claims, and document any differences."},{"type":"icon","icon":"terminal","title":"Turn a Hypothesis into an Experiment","description":"Design and build a reproducible first test","prompt":"Ask me for a hypothesis, then design and build a reproducible first experiment. Define the method, expected result, analysis, and limitations."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Reproduce This Project’s Results","description":"Run the analysis and document any differences","prompt":"Reproduce the main results in this project. Set up and run the analysis, compare the outputs with the documented claims, and record every mismatch or blocker."},{"type":"icon","icon":"database","title":"Build an Interactive Research Tool","description":"Turn a research question into an exploratory interface","prompt":"Ask me for a research question or dataset, then build a focused interactive tool that makes the important patterns easy to explore and understand."}],"tasks":[{"type":"app","app":"figma","title":"Review the Next Study Experience","description":"Find bias, ambiguity, and missing states","prompt":"Install the Figma plugin and use its MCP tools to review a relevant study flow or stimulus. Identify ambiguity, bias, missing states, and anything that could weaken the evidence."},{"type":"app","app":"slack","title":"Find the Strongest User Evidence","description":"Group discussions into themes with citations","prompt":"Install the Slack plugin and use it to review recent relevant discussions. Group recurring observations and open questions into themes, cite the strongest evidence, and recommend what to investigate next."},{"type":"app","app":"linear","title":"Plan the Next Research Study","description":"Turn a request into a focused research plan","prompt":"Install the Linear plugin and use it to find the highest-priority research request. Turn it into a focused study plan with the question, method, sample, analysis, risks, and deliverable."},{"type":"app","app":"notion-workspace","title":"Synthesize What You Already Know","description":"Combine notes into findings and open questions","prompt":"Install the Notion plugin and use it to find relevant research notes and source materials. Synthesize them into findings, agreements, disagreements, evidence, and the most important open questions."},{"type":"icon","icon":"plan","title":"Create a Research Plan","description":"Define the method, sample, and analysis approach","prompt":"Ask me for the open question, then create a rigorous research plan with the method, sample, materials, analysis approach, risks, and decision it should inform."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Synthesize These Materials","description":"Extract themes, evidence, and unanswered questions","prompt":"Ask me which materials to use, then synthesize them into themes, agreements, disagreements, supporting evidence, and the most important unanswered questions."},{"type":"icon","icon":"list-bullets","title":"Challenge the Current Conclusion","description":"Find weak assumptions and missing evidence","prompt":"Ask me for the current conclusion, then challenge it constructively. Identify weak assumptions, alternative explanations, missing evidence, and what would change the answer."}]},"data-scientist":{"coding":[{"type":"app","app":"figma","title":"Build a Dashboard from a Design","description":"Turn a data view into working, interactive UI","prompt":"Install the Figma plugin and use its MCP tools to choose a relevant data visualization or dashboard frame, then implement it in this repo with realistic states and interactions."},{"type":"app","app":"slack","title":"Investigate an Anomaly from Slack","description":"Turn a reported change into reproducible analysis","prompt":"Install the Slack plugin and use it to find a concrete metric anomaly or data question. Reproduce the issue in this repo, test the likely drivers, and document the evidence and caveats."},{"type":"app","app":"linear","title":"Fix a Data Issue from the Backlog","description":"Diagnose a scoped problem and implement the fix","prompt":"Install the Linear plugin and use it to find a well-scoped data issue that fits this repo. Trace the root cause, implement a reliable fix, and add the most relevant validation."},{"type":"app","app":"notion-workspace","title":"Trace a Documented Metric","description":"Map its definition from raw data to final output","prompt":"Install the Notion plugin and use it to find an important metric definition that is implemented in this repo. Trace it from raw inputs to final output, fix any clear mismatch, and document the assumptions."},{"type":"icon","icon":"database","title":"Trace a Metric End to End","description":"Map raw data to the final reported number","prompt":"Find an important metric in this project and trace it from raw inputs to the final reported number. Show each transformation, assumption, and place it is consumed."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Find a Suspicious Result","description":"Check for anomalies, leakage, and bad assumptions","prompt":"Inspect this analysis or model for a suspicious result. Check for data leakage, incorrect joins, biased samples, invalid assumptions, and implementation mistakes, then verify the strongest finding."},{"type":"icon","icon":"terminal","title":"Turn This Notebook into Production Code","description":"Build a reliable, testable analysis pipeline","prompt":"Find the main exploratory analysis in this project and turn it into reliable, testable production code with clear inputs, outputs, validation, and documentation."}],"tasks":[{"type":"app","app":"figma","title":"Audit a Dashboard for Clarity","description":"Find misleading charts and missing context","prompt":"Install the Figma plugin and use its MCP tools to review a relevant dashboard or data view. Identify misleading encodings, unclear hierarchy, missing context, and the most important improvements."},{"type":"app","app":"slack","title":"Explain What Changed and Why","description":"Investigate a metric discussion and rank the drivers","prompt":"Install the Slack plugin and use it to find a recent metric-change discussion. Clarify the question, investigate the likely drivers with available evidence, and summarize the conclusion and caveats."},{"type":"app","app":"linear","title":"Plan an Incoming Data Request","description":"Define questions, data needs, and analysis steps","prompt":"Install the Linear plugin and use it to find the highest-priority data request. Turn it into an analysis plan with clarifying questions, required data, method, checks, and deliverable."},{"type":"app","app":"notion-workspace","title":"Turn Analysis into a Decision Brief","description":"Summarize findings, caveats, and recommendations","prompt":"Install the Notion plugin and use it to find a recent analysis. Turn it into a decision-ready brief with the question, method, finding, caveats, recommendation, and next steps."},{"type":"icon","icon":"database","title":"Answer a Business Question","description":"Clarify the decision and explain the result","prompt":"Ask me for the business question and decision it should inform. Then identify the available data, perform the strongest feasible analysis, and explain the result and caveats clearly."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Explain What Changed and Why","description":"Investigate a movement and rank its likely drivers","prompt":"Ask me which metric or result changed, then investigate it systematically. Quantify the movement, test likely drivers, and rank the explanations with evidence and caveats."},{"type":"icon","icon":"plan","title":"Turn Analysis into a Decision Brief","description":"Summarize findings, caveats, and next steps","prompt":"Ask me which analysis to use, then turn it into a decision-ready brief with the question, method, finding, caveats, recommendation, and next steps."}]},"something-else":{"coding":[{"type":"app","app":"figma","title":"Turn a Design into a Working App","description":"Build a faithful, clickable version in this repo","prompt":"Install the Figma plugin and use its MCP tools to choose a relevant design, then turn it into a faithful, working experience in this repo and show me how to run it."},{"type":"app","app":"slack","title":"Build a Request from Slack","description":"Turn a concrete request into a working demo","prompt":"Install the Slack plugin and use it to find a concrete request that fits this repo. Reduce it to a focused first version, build it, and explain how to verify it."},{"type":"app","app":"linear","title":"Ship a Quick Win","description":"Find a small issue and implement it completely","prompt":"Install the Linear plugin and use it to find a small, valuable issue that fits this repo. Implement it end to end and run the most relevant verification."},{"type":"app","app":"notion-workspace","title":"Build an Idea from Your Notes","description":"Turn a promising idea into a working first version","prompt":"Install the Notion plugin and use it to find a promising concrete idea that fits this repo. Build the smallest useful version and show me how to try it."},{"type":"icon","icon":"magnifying-glass-sparkle","title":"Give Me the Five-Minute Tour","description":"Explain what this project does and how it connects","prompt":"Give me a five-minute tour of this project. Explain what it does, how its main pieces connect, how to run it, and where a newcomer should start."},{"type":"icon","icon":"terminal","title":"Turn an Idea into a Working App","description":"Suggest three useful ideas, then build one","prompt":"Suggest three useful app ideas that fit this project and can be completed quickly. Recommend the strongest one, then build it after I choose."},{"type":"icon","icon":"plan","title":"Find and Ship a Quick Win","description":"Identify one safe improvement and complete it","prompt":"Find one small, safe improvement that would make this project meaningfully better. Implement it completely and explain how to verify the result."}],"tasks":[{"type":"app","app":"figma","title":"Review a Concept Before Building","description":"Find unclear flows, missing states, and risks","prompt":"Install the Figma plugin and use its MCP tools to review a relevant concept. Identify unclear flows, missing states, risky assumptions, and the questions to answer before building."},{"type":"app","app":"slack","title":"Catch Up and Prioritize Your Day","description":"Find messages awaiting a response and rank them","prompt":"Install the Slack plugin and use it to review my recent mentions and threads. Identify what needs a response or action, rank the three most important items, and draft the next step for each."},{"type":"app","app":"linear","title":"Make Progress on an Assigned Issue","description":"Choose the best next issue and create a plan","prompt":"Install the Linear plugin and use it to review my assigned issues. Choose the best next one and create a clear execution plan with the goal, open questions, steps, and definition of done."},{"type":"app","app":"notion-workspace","title":"Turn Scattered Notes into a Plan","description":"Organize an idea into goals and next steps","prompt":"Install the Notion plugin and use it to find an active idea or project. Organize it into a clear plan with the goal, decisions, risks, priorities, and immediate next steps."},{"type":"icon","icon":"list-bullets","title":"Help Me Decide What to Do Next","description":"Turn the goal into a prioritized action plan","prompt":"Ask me what I am trying to accomplish and what constraints matter. Then create a short, prioritized action plan and recommend the best first step."},{"type":"icon","icon":"plan","title":"Turn a Messy Idea into a Clear Plan","description":"Structure the goal, decisions, risks, and next steps","prompt":"Ask me to describe the idea in whatever form I have. 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Amelia Li