add-tools

Create or update Sim tool configurations from service API docs, including typed params, request mapping, response transforms, outputs, and registry entries. Use when working in `apps/sim/tools/{service}/` or fixing tool definitions for an integration.

27,624 stars

Best use case

add-tools is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Create or update Sim tool configurations from service API docs, including typed params, request mapping, response transforms, outputs, and registry entries. Use when working in `apps/sim/tools/{service}/` or fixing tool definitions for an integration.

Teams using add-tools should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/add-tools/SKILL.md --create-dirs "https://raw.githubusercontent.com/simstudioai/sim/main/.agents/skills/add-tools/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/add-tools/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How add-tools Compares

Feature / Agentadd-toolsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Create or update Sim tool configurations from service API docs, including typed params, request mapping, response transforms, outputs, and registry entries. Use when working in `apps/sim/tools/{service}/` or fixing tool definitions for an integration.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Add Tools Skill

You are an expert at creating tool configurations for Sim integrations. Your job is to read API documentation and create properly structured tool files.

## Your Task

When the user asks you to create tools for a service:
1. Use Context7 or WebFetch to read the service's API documentation
2. Create the tools directory structure
3. Generate properly typed tool configurations

## Directory Structure

Create files in `apps/sim/tools/{service}/`:
```
tools/{service}/
├── index.ts      # Barrel export
├── types.ts      # Parameter & response types
└── {action}.ts   # Individual tool files (one per operation)
```

## Tool Configuration Structure

Every tool MUST follow this exact structure:

```typescript
import type { {ServiceName}{Action}Params } from '@/tools/{service}/types'
import type { ToolConfig } from '@/tools/types'

interface {ServiceName}{Action}Response {
  success: boolean
  output: {
    // Define output structure here
  }
}

export const {serviceName}{Action}Tool: ToolConfig<
  {ServiceName}{Action}Params,
  {ServiceName}{Action}Response
> = {
  id: '{service}_{action}',           // snake_case, matches tool name
  name: '{Service} {Action}',         // Human readable
  description: 'Brief description',   // One sentence
  version: '1.0.0',

  // OAuth config (if service uses OAuth)
  oauth: {
    required: true,
    provider: '{service}',            // Must match OAuth provider ID
  },

  params: {
    // Hidden params (system-injected, only use hidden for oauth accessToken)
    accessToken: {
      type: 'string',
      required: true,
      visibility: 'hidden',
      description: 'OAuth access token',
    },
    // User-only params (credentials, api key, IDs user must provide)
    someId: {
      type: 'string',
      required: true,
      visibility: 'user-only',
      description: 'The ID of the resource',
    },
    // User-or-LLM params (everything else, can be provided by user OR computed by LLM)
    query: {
      type: 'string',
      required: false,                // Use false for optional
      visibility: 'user-or-llm',
      description: 'Search query',
    },
  },

  request: {
    url: (params) => `https://api.service.com/v1/resource/${params.id}`,
    method: 'POST',
    headers: (params) => ({
      Authorization: `Bearer ${params.accessToken}`,
      'Content-Type': 'application/json',
    }),
    body: (params) => ({
      // Request body - only for POST/PUT/PATCH
      // Trim ID fields to prevent copy-paste whitespace errors:
      // userId: params.userId?.trim(),
    }),
  },

  transformResponse: async (response: Response) => {
    const data = await response.json()
    return {
      success: true,
      output: {
        // Map API response to output
        // Use ?? null for nullable fields
        // Use ?? [] for optional arrays
      },
    }
  },

  outputs: {
    // Define each output field
  },
}
```

## Critical Rules for Parameters

### Visibility Options
- `'hidden'` - System-injected (OAuth tokens, internal params). User never sees.
- `'user-only'` - User must provide (credentials, api keys, account-specific IDs)
- `'user-or-llm'` - User provides OR LLM can compute (search queries, content, filters, most fall into this category)

### Parameter Types
- `'string'` - Text values
- `'number'` - Numeric values
- `'boolean'` - True/false
- `'json'` - Complex objects (NOT 'object', use 'json')
- `'file'` - Single file
- `'file[]'` - Multiple files

### Required vs Optional
- Always explicitly set `required: true` or `required: false`
- Optional params should have `required: false`

## Critical Rules for Outputs

### Output Types
- `'string'`, `'number'`, `'boolean'` - Primitives
- `'json'` - Complex objects (use this, NOT 'object')
- `'array'` - Arrays with `items` property
- `'object'` - Objects with `properties` property

### Optional Outputs
Add `optional: true` for fields that may not exist in the response:
```typescript
closedAt: {
  type: 'string',
  description: 'When the issue was closed',
  optional: true,
},
```

### Typed JSON Outputs

When using `type: 'json'` and you know the object shape in advance, **always define the inner structure** using `properties` so downstream consumers know what fields are available:

```typescript
// BAD: Opaque json with no info about what's inside
metadata: {
  type: 'json',
  description: 'Response metadata',
},

// GOOD: Define the known properties
metadata: {
  type: 'json',
  description: 'Response metadata',
  properties: {
    id: { type: 'string', description: 'Unique ID' },
    status: { type: 'string', description: 'Current status' },
    count: { type: 'number', description: 'Total count' },
  },
},
```

For arrays of objects, define the item structure:
```typescript
items: {
  type: 'array',
  description: 'List of items',
  items: {
    type: 'object',
    properties: {
      id: { type: 'string', description: 'Item ID' },
      name: { type: 'string', description: 'Item name' },
    },
  },
},
```

Only use bare `type: 'json'` without `properties` when the shape is truly dynamic or unknown.

## Critical Rules for transformResponse

### Handle Nullable Fields
ALWAYS use `?? null` for fields that may be undefined:
```typescript
transformResponse: async (response: Response) => {
  const data = await response.json()
  return {
    success: true,
    output: {
      id: data.id,
      title: data.title,
      body: data.body ?? null,           // May be undefined
      assignee: data.assignee ?? null,   // May be undefined
      labels: data.labels ?? [],         // Default to empty array
      closedAt: data.closed_at ?? null,  // May be undefined
    },
  }
}
```

### Never Output Raw JSON Dumps
DON'T do this:
```typescript
output: {
  data: data,  // BAD - raw JSON dump
}
```

DO this instead - extract meaningful fields:
```typescript
output: {
  id: data.id,
  name: data.name,
  status: data.status,
  metadata: {
    createdAt: data.created_at,
    updatedAt: data.updated_at,
  },
}
```

## Types File Pattern

Create `types.ts` with interfaces for all params and responses:

```typescript
import type { ToolResponse } from '@/tools/types'

// Parameter interfaces
export interface {Service}{Action}Params {
  accessToken: string
  requiredField: string
  optionalField?: string
}

// Response interfaces (extend ToolResponse)
export interface {Service}{Action}Response extends ToolResponse {
  output: {
    field1: string
    field2: number
    optionalField?: string | null
  }
}
```

## Index.ts Barrel Export Pattern

```typescript
// Export all tools
export { serviceTool1 } from './{action1}'
export { serviceTool2 } from './{action2}'

// Export types
export * from './types'
```

## Registering Tools

After creating tools, remind the user to:
1. Import tools in `apps/sim/tools/registry.ts`
2. Add to the `tools` object with snake_case keys:
```typescript
import { serviceActionTool } from '@/tools/{service}'

export const tools = {
  // ... existing tools ...
  {service}_{action}: serviceActionTool,
}
```

## V2 Tool Pattern

If creating V2 tools (API-aligned outputs), use `_v2` suffix:
- Tool ID: `{service}_{action}_v2`
- Variable name: `{action}V2Tool`
- Version: `'2.0.0'`
- Outputs: Flat, API-aligned (no content/metadata wrapper)

## Naming Convention

All tool IDs MUST use `snake_case`: `{service}_{action}` (e.g., `x_create_tweet`, `slack_send_message`). Never use camelCase or PascalCase for tool IDs.

## Checklist Before Finishing

- [ ] All tool IDs use snake_case
- [ ] All params have explicit `required: true` or `required: false`
- [ ] All params have appropriate `visibility`
- [ ] All nullable response fields use `?? null`
- [ ] All optional outputs have `optional: true`
- [ ] No raw JSON dumps in outputs
- [ ] Types file has all interfaces
- [ ] Index.ts exports all tools

## Final Validation (Required)

After creating all tools, you MUST validate every tool before finishing:

1. **Read every tool file** you created — do not skip any
2. **Cross-reference with the API docs** to verify:
   - All required params are marked `required: true`
   - All optional params are marked `required: false`
   - Param types match the API (string, number, boolean, json)
   - Request URL, method, headers, and body match the API spec
   - `transformResponse` extracts the correct fields from the API response
   - All output fields match what the API actually returns
   - No fields are missing from outputs that the API provides
   - No extra fields are defined in outputs that the API doesn't return
3. **Verify consistency** across tools:
   - Shared types in `types.ts` match all tools that use them
   - Tool IDs in the barrel export match the tool file definitions
   - Error handling is consistent (error checks, meaningful messages)

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