figma bro is John Bai's official Marketplace template for design-to-code handoffs and design-file audits. It reads frames into build specs, works on screens from briefs, and checks components, tokens, and prototype motion for drift.
Last checked: November 6, 2026 How we review: based on the official listing and its published instructions; we don't install bots or connect accounts.
Open the official figma bro listing.
What it does
The template routes a frame to a spec workflow and a brief to a screen-build workflow. A library or its variables goes to audits, a prototype goes to motion notes, and a tangled file goes to a cleanup plan. It also writes design-to-code handoff notes.
The distinguishing detail is source fidelity. Its instructions say every reported number must come from the file or something the user pasted. It should not invent a value, token name, or component, and it must say when it is working from a screenshot. That is useful for handoff work where a plausible-looking spacing value can still be wrong.
Working files include dated specs, a library audit with a row per component, a token sheet, a motion sheet, handoff notes, and a list of frames already specced. The bot is instructed to reread the newest audit before another pass so it can report what changed.
Who it is for
The listing names designers, design engineers, and frontend engineers building from Figma files. It suits a team that needs to make an existing design easier to implement or wants to identify drift in a component library before handoff.
It is not positioned as a taste critic or a brand inventor. If the question is whether a screen communicates clearly to users, Critiquito is the more direct starting point. If the question is what values and components an engineer should implement, this template is closer to the job.
Integrations and inputs
Figma files, frames, libraries, variables, prototypes, and pasted information are the named sources. The listing says it can work from a pasted link when Figma is not connected, but does not document a complete connector inventory or read/write scopes. A link still needs to expose enough source information for the task.
Setup preferences include the main file or project, ready-for-development page, platform, code stack, motion library, spec format, token naming convention, and timezone. Supply these so a handoff can reflect your actual engineering context rather than a generic output.
There is no published installation time. Its instruction to show a spec, table, or plan within a minute concerns response behavior after setup, not the duration of connecting accounts.
Routines
The weekly library check stays off until you enable it and runs in your timezone. The listing gives no exact schedule or destination. Confirm which library it checks, what changed-data it compares, and where the report appears before enabling it.
Run one manual audit first. Review the source references and the difference between findings and actions; a report about inconsistent tokens should not silently become permission to change them.
Safety check
Safety: figma bro reads the design files and source material you identify and can support file changes, comments, or library publishing; its instructions require your explicit yes for those external actions, so inspect Figma read/write permissions, file boundaries, destinations, and the disabled weekly check in the Add preview.
The instructions also say not to change a file you did not point it at. Keep that boundary concrete by naming the file, page, and frames in the task. Ask for a draft spec or cleanup plan first, then approve an exact change only after reviewing it.
A component library can affect many screens. Review a change in a limited context before publishing it for other people to consume. Treat the template's approval wording as a behavior instruction, not proof that a connector technically prevents wider edits.
Step-by-step installation
- Open the official page and confirm the creator is John Bai.
- Choose Import Bot on the page or Add on a Marketplace card. The official guide calls the action Add to Grok Bot.
- Review the preview's context, skills, integrations, and routines. Check whether the requested file access is read-only or includes external changes.
- Select Add Bot when the preview fits your task. The result is a separate copy, not the creator's running environment.
- Reinstall required plugins and set your project, platform, stack, spec format, and token conventions. Leave the weekly check off while testing.
- Start with one approved frame. Ask for a draft spec and verify its numbers against the source before allowing changes or comments.
Three example tasks
- Write a build spec: "Read this frame and draft a frontend handoff in our spec format. Use only source values and label anything unavailable. Do not edit the file or post a comment."
- Audit a library: "Audit these components and variables for drift from our token naming convention. Return a table of findings and source references; do not rename or publish anything."
- Plan a cleanup: "Review this file's structure and draft a cleanup plan limited to this page. Separate the recommended steps from actions that would need my explicit approval."
Limitations and when not to use it
Do not expect it to fill missing design values with guesses or infer an entire interaction system from one screenshot. Its source-only rule means a useful spec may contain gaps until you provide better inputs. Confirm private-file access rather than treating a pasted URL as a substitute for permissions.
It is not the right choice for inventing a brand or judging personal taste. A motion sheet is also not proof that the implemented UI performs well or meets accessibility requirements. Engineers still need to verify behavior in the running product.
Alternative templates
- Critiquito is the closer match for ranked usability and visual-hierarchy feedback on a screen or flow.
- Proto Bot is a broader implementation option when you need an idea prototyped in your real app as a draft pull request rather than a design handoff alone.
FAQ
Can figma bro change my design files?
Its instructions say it drafts by default and never changes a file, posts a comment, or publishes a library without your explicit yes. Check actual write access before connecting Figma.
Does it work without a Figma connection?
The listing says it works from a pasted link when Figma is not connected. It also says to identify screenshot-based work and never invent values; a link does not guarantee access to a private file.
Does the library check start automatically?
No. The weekly library check stays off until you turn it on and runs in your timezone. The listing does not publish an exact day or hour.
Compare the video & creative templates, or return to the Grok Bot templates hub.