Connect Linear to Hugging Face
When something happens in Linear, Notis takes the next step in Hugging Face. Describe what you want in plain English, or start from one of the examples below.
When this happens · Trigger
Do this · Action
Ways Notis can move work from Linear to Hugging Face
Turn a new issue into a model prompt draft
Ask a Hugging Face language model to draft a concise prompt from a newly created Linear issue, giving the team a useful starting point for model work.
Embed updated issue context for semantic search
When an issue changes, generate Hugging Face text embeddings for the revised context so a downstream search workflow can use current information.
Check dataset details for a new data request
Use a newly created Linear issue about dataset use to retrieve Hugging Face dataset information, including its features and license details.
Compare dataset revisions after a review update
When a Linear dataset review issue changes, compare two Hugging Face dataset revisions to surface what changed for the reviewer.
Preview dataset rows for a new triage issue
When a Linear issue asks for dataset triage, retrieve a sample of the first rows from Hugging Face to speed up an initial inspection.
Filter dataset rows for an active investigation
When a Linear investigation issue changes, run a focused filter over Hugging Face dataset rows to help the team inspect relevant records.
Find recent papers when a research project starts
When a Linear project is created, retrieve Hugging Face daily papers to give its research kickoff a focused place to begin.
Review model repository details after a project change
When a Linear project changes, retrieve Hugging Face model repository details to keep the project team oriented around its chosen model.
Add a paper discovery step to project updates
When a Linear project update is posted, fetch Hugging Face daily papers to help the team connect progress with current research.
Supported Triggers and Actions
Notis builds workflows that link Linear to Hugging Face. A trigger fires from one place; an action lands in another.
Linear triggers
Hugging Face actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Change Discussion Status
Tool to change the status of a Hugging Face repository discussion. Use when you need to open or close discussions on models, datasets, or spaces.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Check Dataset Validity
Tool to check whether a specific dataset is valid on Hugging Face Hub. Use when you need to determine what features (preview, viewer, search, filter, statistics) are available for a dataset.
Comment Received Trigger
Triggered when a comment is received.
Check Models Upload Method
Tool to check if files should be uploaded through the Large File mechanism or directly. Use when preparing to upload files to a Hugging Face model repository to determine the appropriate upload method for each file.
Issue Created Trigger
Triggered when a new issue is created.
Check Spaces Upload Method
Tool to check if files should be uploaded through the Large File mechanism or directly to Hugging Face Spaces. Use when preparing to upload files to a Hugging Face Space repository to determine the appropriate upload method for each file.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Claim Paper Authorship
Tool to claim authorship of a paper on Hugging Face. Use when you need to associate yourself or another user with an ArXiv paper.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
Request Repository Access
Tool to request access to a gated repository on Hugging Face Hub. Use when you need to submit an access request for models, datasets, or Spaces that require approval. The fields required vary by repository.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Create Collection
Tool to create a new collection on Hugging Face. Use when you need to organize and curate models, datasets, spaces, papers, or other collections into a named collection.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
Create Datasets Branch
Tool to create a new branch in a Hugging Face dataset repository. Use when you need to create a branch for versioning or experimentation with dataset changes.
Four ways to start an automation.
A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.
Integration triggers
Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.
Webhook triggers
A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.
Recurring triggers
Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.
Database triggers
Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.
Classic automation breaks. AI adapts.
Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.
Describe it. Notis builds it.
Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.
You · in the Notis Builder
NEW“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”
Notis built this automation:
Watch every run.
Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.
- Full run history with inputs, outputs and traces
- Replay any run with edited inputs
- Approval inbox, confirm via chat in one tap
- Audit logs for compliance teams
Automations
Inbox
Migrate background jobs to a durable queue You can cancel it through Stripe
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8 daysAdd multi-tenant RBAC User initiates a voice call
13 daysDraft pricing v (tiers, limits, overages) and sanity-check margins
2 weeksVerify analytics events for new features That’s a really interesting automat…
1 monthEverything in the box.
Whatever starts the workflow, the platform underneath is the same: a thinking brain, full visibility, and you in control.
AI in the middle
Every step can include an LLM call: summarise, classify, extract, rewrite.
Full observability
Every run, every step, every input, all replay-able from Mission Control.
Human in the loop
Pause for approval. Notis pings you in chat with one-tap approve.
Self-healing
When an API changes shape, Notis adapts the parser. Less midnight fire-fighting.
More ways to connect Linear and Hugging Face
Connect any two apps with Notis in the middle.
Linear and Hugging Face, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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