Teams AI Patterns

Teams.ai Integration Patterns

Package-specific patterns for @youdotcom-oss/teams-anthropic. Use these patterns when developing Teams.ai applications with Anthropic Claude.

Teams.ai Memory API

Always use push() and values(), NEVER addMessage() or getMessages()

// ✅ Correct - Teams.ai memory API
const memory = options?.messages || new LocalMemory();
await memory.push(input);
const messages = await memory.values();

// ❌ Wrong - these methods don't exist
await memory.addMessage(input);
const messages = await memory.getMessages();

Why this pattern?

• Teams.ai Memory interface uses push() and values() methods
• addMessage() and getMessages() are not part of the IMemory interface
• Type errors will occur if incorrect methods are used

FunctionMessage Structure

ALWAYS include function_id property in FunctionMessage

// ✅ Correct - includes function_id
const fnResult: Message = {
  role: 'function',
  function_id: fnCall.id || fnCall.name,
  content: typeof result === 'string' ? result : JSON.stringify(result),
};

// ❌ Wrong - missing function_id (will fail)
const fnResult: Message = {
  role: 'function',
  content: result,
};

Why this pattern?

• Teams.ai requires function_id to match function calls with results
• Missing function_id causes runtime errors
• Use fnCall.id or fall back to fnCall.name

Function Handler Access

NEVER call function definition directly, always access handler property

// ✅ Correct - access handler property
const fnDef = options.functions[fnCall.name];
if (fnDef && typeof fnDef === 'object' && 'handler' in fnDef) {
  const handler = (fnDef as { handler: (args: unknown) => Promise<unknown> }).handler;
  const result = await handler(fnCall.arguments);
}

// ❌ Wrong - Function type has no call signatures
const fn = options.functions[fnCall.name];
const result = await fn(fnCall.arguments);

Why this pattern?

• TypeScript Function type has no call signatures
• Functions in Teams.ai are objects with handler property
• Direct invocation causes "Type 'Function' has no call signatures" error

Anthropic Streaming

Use messages.stream() method, NEVER messages.create() with stream parameter

// ✅ Correct - use stream() method
const stream = this._anthropic.messages.stream({
  ...requestParams,
  stream: true,
});

for await (const event of stream) {
  if (event.type === 'content_block_delta') {
    if (event.delta.type === 'text_delta') {
      const delta = event.delta.text;
      textParts.push(delta);
      if (options.onChunk) {
        await options.onChunk(delta);
      }
    }
  }
}

// ❌ Wrong - type errors with create() + stream parameter
requestParams.stream = true;
const stream = await this._anthropic.messages.create(requestParams);

Why this pattern?

• messages.create() returns MessageResponse, not Stream
• messages.stream() returns proper streaming interface
• Attempting to add stream parameter causes type errors

Anthropic System Messages

Extract system messages separately, Anthropic requires them as separate parameter

// ✅ Correct - system as separate parameter
const systemMessage = extractSystemMessage(conversationMessages);
if (systemMessage) {
  requestParams.system = systemMessage;
}

// ❌ Wrong - system messages in conversation array
const anthropicMessages = transformToAnthropicMessages([
  { role: 'system', content: 'You are helpful' },
  { role: 'user', content: 'Hello' },
]);

Why this pattern?

• Anthropic API requires system messages as separate system parameter
• System messages in conversation array will be rejected
• Use extractSystemMessage() utility to separate them

Anthropic Content Block Type Assertions

Always use explicit type assertions for content blocks

// ✅ Correct - explicit type assertions
for (const block of response.content) {
  if (block.type === 'text') {
    const textBlock = block as Anthropic.TextBlock;
    textParts.push(textBlock.text);
  } else if (block.type === 'tool_use') {
    const toolBlock = block as Anthropic.ToolUseBlock;
    toolUses.push({ id: toolBlock.id, name: toolBlock.name, input: toolBlock.input });
  }
}

// ❌ Wrong - missing citations property error
for (const block of response.content) {
  if (block.type === 'text') {
    textParts.push(block.text);
  }
}

Why this pattern?

• Anthropic ContentBlock is union type (TextBlock | ToolUseBlock | etc.)
• TypeScript can't narrow union without explicit assertion
• Accessing properties directly causes "missing citations property" errors

MCP Client Integration

Use getYouMcpConfig() utility for automatic MCP configuration

// ✅ Correct - automatic configuration
const prompt = new ChatPrompt(
  {
    instructions,
    model: new AnthropicChatModel({
      model: AnthropicModel.CLAUDE_SONNET_4_5,
      apiKey: process.env.ANTHROPIC_API_KEY,
    }),
  },
  [new McpClientPlugin({ logger })]
).usePlugin(
  'mcpClient',
  getYouMcpConfig({
    // apiKey: 'custom-key', // Optional: falls back to YDC_API_KEY env var
  })
);

// ❌ Wrong - manual configuration (error-prone)
.usePlugin('mcpClient', {
  url: 'https://api.you.com/mcp',
  authentication: { bearerToken: process.env.YDC_API_KEY },
});

Why this pattern?

• getYouMcpConfig() automatically configures URL and authentication
• Includes proper User-Agent with package version
• Falls back to YDC_API_KEY environment variable
• Reduces configuration errors

Template Integration

For NEW Teams apps: Use entire template from @youdotcom-oss/teams-anthropic/templates/mcp-client.ts

For EXISTING Teams apps: Follow inline markers in template:

• // ← EXISTING APP: SKIP THIS LINE - Skip for existing apps
• // ← EXISTING APP: START HERE - Start copying here
• // ← EXISTING APP: SKIP THIS ENTIRE SECTION - Skip section

Required sections for existing apps:

1. Imports (lines 21-28) - Skip App import
2. Environment validation (lines 34-44)
3. ChatPrompt setup (lines 55-72) - Core integration
4. Skip app setup section (lines 80-91) - Use your existing app structure

Related Resources

• Package documentation: packages/teams-anthropic/AGENTS.md
• MCP template: packages/teams-anthropic/templates/mcp-client.ts
• Plugin command: plugins/teams-anthropic-integration/commands/generate-teams-app.md
• Universal patterns: .claude/skills/code-patterns