* feat(integrations): suggest curated skills per integration with one-click add Curate research-backed, capability-grounded skills for every catalog integration and surface them on the integration detail page. Each skill maps to operations the block actually supports and can be added to the workspace in one click; track adds in PostHog. - Add SuggestedSkill type + skills field on BlockMeta; populate skills for all 193 catalog integrations (3 audit passes for grounding/sourcing) - getSuggestedSkillsForBlock() with versioned-type (e.g. notion_v2) base fallback - Skills section on the integration detail page with add/added states - integration_skill_added PostHog event with workspace/integration metadata * fix(integrations): flip suggested-skill row to Added immediately after add The row derived Added state solely from the useSkills cache, so between a successful create and the list refetch the row still showed Add and could be clicked again, hitting the server duplicate-name check. Track added names in local state so the row reflects the add immediately. * fix(integrations): harden suggested-skill add flow; document skill authoring Address PR review feedback on the suggested-skills section: - Make useSkills the single source of truth for Added state by writing the created skill into the React Query cache onSuccess (fixes stale Added that survived a delete, and the lag that allowed a duplicate click) - Track in-flight adds in a Set so concurrent adds keep independent pending state and cannot be double-submitted - Surface failures with toast.error instead of swallowing the rejection - Extract the duplicated SkillTile into a shared workspace component Also document the new BlockMeta.skills field in the add-block and validate-integration skills (+ blocks AGENTS.md): skills must be grounded in the block's tools.access and sourced from real online use cases, never invented. * fix(integrations): synchronous in-flight guard for skill add; align cursor docs - Guard handleAdd with a ref so two rapid clicks cannot both fire a create before the disabled state re-renders (pendingNames is async) - Fold the create-cache-merge rationale into the hook's TSDoc and drop non-TSDoc inline comments to match the repo convention - Align .cursor add-block/validate-integration command docs with the newer .claude/.agents versions: BlockMeta section + skills authoring/validation guidance (grounded in tools.access, sourced from real online use cases) * fix(integrations): gate skill Add/Added on authoritative workspace skills useSkills uses keepPreviousData, so during initial load or a workspace switch the list could be empty or a prior workspace's placeholder — making rows show a misleading Add (duplicate-submittable) or a false Added. Derive skillsReady from !isPending && !isPlaceholderData, only mark Added when ready, and disable Add until the current workspace's list has loaded. * chore(integrations): drop local-variable comments in skills section Keep to the repo's TSDoc-on-declarations convention — the in-flight guard and skillsReady derivation are self-evident from naming.
The open-source AI workspace where teams build, deploy, and manage AI agents. Build conversationally, visually, or with code. Connect 1,000+ integrations and every major LLM to automate real work.
Build everything in Mothership
Your AI command center. Describe what you want in plain language. Mothership knows your entire workspace and takes action: building agents, running them, querying data, and more.
Create files and documents
Generate documents, reports, and presentations from a single prompt, grounded in your workspace data.
Ground agents in your knowledge
Upload documents to a knowledge base and let agents answer questions from your own content.
Structured data with Tables
A database, built in. Store, query, and wire structured data into agent runs.
Build visually with Workflows
Prefer a canvas? Design agents block by block in the visual builder, and let Copilot generate blocks, wire variables, and fix errors from natural language.
Quickstart
Cloud-hosted: sim.ai
Self-hosted: NPM Package
npx simstudio
Note
Docker must be installed and running on your machine.
Options
| Flag | Description |
|---|---|
-p, --port <port> |
Port to run Sim on (default 3000) |
--no-pull |
Skip pulling latest Docker images |
Self-hosted: Docker Compose
git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d
Sim also supports local models via Ollama and vLLM. See the Docker self-hosting docs for setup details.
Self-hosted: Manual Setup
Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector
- Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare # Set up pre-commit hooks
- Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17
Or install manually via the pgvector guide.
- Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
- Run migrations:
cd packages/db && bun run db:migrate
- Start development servers:
bun run dev:full # Starts Next.js app and realtime socket server
Or run separately: bun run dev (Next.js) and cd apps/sim && bun run dev:sockets (realtime).
Copilot API Keys
Copilot is a Sim-managed service. To use Copilot on a self-hosted instance:
- Go to https://sim.ai → Settings → Copilot and generate a Copilot API key
- Set
COPILOT_API_KEYenvironment variable in your self-hosted apps/sim/.env file to that value
Environment Variables
See the environment variables reference for the full list, or apps/sim/.env.example for defaults.
Tech Stack
- Framework: Next.js (App Router)
- Runtime: Bun
- Database: PostgreSQL with Drizzle ORM
- Authentication: Better Auth
- Schema Validation: Zod
- UI: Shadcn, Tailwind CSS
- Streaming Markdown: Streamdown
- State Management: Zustand, TanStack Query
- Flow Editor: ReactFlow
- Docs: Fumadocs
- Monorepo: Turborepo
- Realtime: Socket.io
- Background Jobs: Trigger.dev
- Remote Code Execution: E2B
- Isolated Code Execution: isolated-vm
Contributing
We welcome contributions! Please see our Contributing Guide for details.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
Made with ❤️ by the Sim Team




