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existing bot.**\n\nProgrammatically update Botpress Studio bots from code.\n\n## What This Is (and Isn't)\n\n### ✅ What it does:\n\n- **Rapid Prototyping Tool** - Bootstrap Botpress Studio bots quickly for testing and development\n- **AI Development Bridge** - Enables AI assistants (Claude, ChatGPT) to modify multiple bot primitives simultaneously (actions, schemas, instructions)\n- **Scale Testing** - Spin up multiple bot configurations for testing at scale\n- **One-Way Push** - Push complete bot configurations to Studio for further refinement\n\n### ❌ What it doesn't do:\n\n- **NOT a Botpress Replacement** - You still use Botpress Studio for production bots\n- **NOT Two-Way Sync** - Changes in Studio won't reflect back to your code\n- **NOT Bot-as-Code** - This isn't for version controlling your production bots\n- **NOT a Bot Editor** - It's a bootstrapping catapult, not an editing tool\n\n### Why We Built This\n\nWhen using AI assistants to develop bots, we often need to modify interconnected pieces simultaneously - updating an action requires updating its schemas, adding integrations requires updating instructions. This SDK lets you generate and deploy complete, coherent bot configurations instantly.\n\n## Quick Start\n\n### 1. Install the SDK\n\nThis package is published as a private npm package and requires authentication to install.\n\n#### Prerequisites: npm Authentication\n\n```bash\n# Option 1: Interactive login (recommended for first-time setup)\nnpm login\n\n# Option 2: Set auth token directly (for CI/CD)\n# Get your token from: https://www.npmjs.com/settings/YOUR_USERNAME/tokens\necho \"//registry.npmjs.org/:_authToken=YOUR_NPM_TOKEN\" >> ~/.npmrc\n```\n\n```bash\n# Install the package\nnpm install @bp-growth-pv/update-studio-bot\n```\n\n### 2. Use it\n\n```typescript\nimport { updateBot, UpdateBotResult, BotConfig, UpdateBotOptions } from '@bp-growth-pv/update-studio-bot';\n\nconst config: BotConfig = {\n  name: \"My AI Assistant\",\n  instructions: \"You are a helpful assistant...\",\n\n  // Configuration variables (accessible as env.myKey in bot code)\n  configVariables: {\n    \"API_KEY\": \"your-api-key-here\",\n    \"WEBHOOK_URL\": \"https://api.example.com/webhook\"\n  },\n\n  // LLM model settings (defaults to Gemini 2.5 Flash)\n  llmSettings: {\n    defaultBestModel: \"openai__gpt-4o-2024-11-20\", // Override just this one\n    // defaultFastModel, autonomousModel, fallbackModel use defaults\n  },\n\n  actions: [...],\n  schemas: [...],\n  hubActions: [...],\n\n  // Conversation variables that persist across turns\n  conversationVariables: [\n    { name: 'lastSentiment', type: 'number', description: 'Latest sentiment score' }\n  ],\n\n  // Dynamic prompt modification with beforeLLM hooks\n  beforeLLMHooks: [{\n    filename: 'sentimentTracker',\n    typescriptFunctionBody: `\n      const lastMsg = input.messages.filter(m => m.role === 'user').pop();\n      if (!lastMsg) return { prompt: input.prompt, state: input.state };\n\n      const sentiment = await zai.extract(\n        lastMsg.content,\n        z.object({ score: z.number().min(-1).max(1) }),\n        { instructions: 'Rate sentiment -1 (negative) to 1 (positive)' }\n      );\n\n      return {\n        prompt: sentiment.score < -0.3\n          ? input.prompt + '\\\\n\\\\nUser seems frustrated. Be extra helpful.'\n          : input.prompt,\n        state: {\n          conversation: {\n            ...input.state.conversation,\n            lastSentiment: sentiment.score\n          }\n        }\n      };\n    `\n  }]\n};\n\nconst options: UpdateOptions = {\n  token: 'bp_pat_YOUR_TOKEN_HERE',\n  botId: 'YOUR_BOT_ID',\n  workspaceId: 'YOUR_WORKSPACE_ID'\n};\n\nconst result = await updateBot(config, options);\n```\n\n### Using the Result\n\n`updateBot()` returns comprehensive metadata about all created resources:\n\n```typescript\nconst result = await updateBot(config, options);\n\n// Access created resource IDs\nconsole.log('Created actions:', result.result.actions.map(a => a.id));\nconsole.log('Created KBs:', result.result.knowledgeBases.map(kb => kb.id));\n\n// See exactly what config was sent (useful after code preprocessing)\nconsole.log('Input config:', result.input);\n\n// Summary\nconsole.log(`Created ${result.result.summary.totalResourcesCreated} resources`);\n```\n\nSee [UpdateBotResult documentation](./docs/interfaces/UpdateBotResult.md) for full structure.\n\nGet your credentials from:\n\n- **Token**: Botpress Dashboard → Personal Access Tokens\n- **Bot ID**: Your bot's URL (e.g., `https://studio.botpress.com/{workspaceId}/bots/{botId}`)\n- **Workspace ID**: Same URL as above\n\n## Examples\n\nCheck out the test file for a complete working example:\n\n- [`tests/kitchen-sink.test.ts`](./tests/kitchen-sink.test.ts) - Comprehensive example using all SDK features\n\n## API Documentation\n\nFull documentation with all TypeScript types and examples: [`./docs/`](./docs/README.md)\n\nThe docs include complete type definitions for:\n\n- `BotConfig` - All bot configuration options\n- `ActionConfig` - Custom action structure\n- `SchemaConfig` - Zod schema definitions\n- `HubActionConfig` - Hub integration setup\n- `BeforeLLMHook` - Dynamic prompt modification hooks\n- `ConversationVariable` - Persistent conversation state\n- And more...\n\n## Development\n\nFor SDK contributors:\n\n```bash\nnpm run fresh      # Reset and reinstall dependencies\nnpm run test       # Run tests\n```\n\n### Stringify Transform Tool\n\nWant to write bot code with full IntelliSense support in VS Code? Check out the [Stringify Transform Tool](./bin/README.md) that lets you write real TypeScript functions instead of strings, with automatic code extraction.\n","readmeFilename":"README.md"}