feat(sdk): Implement dynamic system instructions (#18863)

Co-authored-by: N. Taylor Mullen <ntaylormullen@google.com>

packages/sdk/SDK_DESIGN.md

@@ -1,9 +1,15 @@
 # `Gemini CLI SDK`
 
+> **Implementation Status:** Core agent loop, tool execution, and session
+> context are implemented. Advanced features like hooks, skills, subagents, and
+> ACP are currently missing.
+
 # `Examples`
 
 ## `Simple Example`
 
+> **Status:** Implemented. `GeminiCliAgent` supports `cwd` and `sendStream`.
+
 Equivalent to `gemini -p "what does this project do?"`. Loads all workspace and
 user settings.
 
@@ -27,6 +33,9 @@ Validation:
 
 ## `System Instructions`
 
+> **Status:** Implemented. Both static string instructions and dynamic functions
+> (receiving `SessionContext`) are supported.
+
 System instructions can be provided by a static string OR dynamically via a
 function:
 
@@ -47,6 +56,9 @@ Validation:
 
 ## `Custom Tools`
 
+> **Status:** Implemented. `tool()` helper and `GeminiCliAgent` support custom
+> tool definitions and execution.
+
 ```ts
 import { GeminiCliAgent, tool, z } from "@google/gemini-cli-sdk";
 
@@ -74,6 +86,8 @@ Validation:
 
 ## `Custom Hooks`
 
+> **Status:** Not Implemented.
+
 SDK users can provide programmatic custom hooks
 
 ```ts
@@ -127,6 +141,8 @@ Validation (these are probably hardest to validate):
 
 ## `Custom Skills`
 
+> **Status:** Not Implemented.
+
 Custom skills can be referenced by individual directories or by "skill roots"
 (directories containing many skills).
 
@@ -157,6 +173,8 @@ const mySkill = skill({
 
 ## `Subagents`
 
+> **Status:** Not Implemented.
+
 ```ts
 import { GeminiCliAgent, subagent } from "@google/gemini-cli";
 
@@ -181,6 +199,8 @@ const agent = new GeminiCliAgent({
 
 ## `Extensions`
 
+> **Status:** Not Implemented.
+
 Potentially the most important feature of the Gemini CLI SDK is support for
 extensions, which modularly encapsulate all of the primitives listed above:
 
@@ -201,6 +221,8 @@ INSTRUCTIONS",
 
 ## `ACP Mode`
 
+> **Status:** Not Implemented.
+
 The SDK will include a wrapper utility to interact with the agent via ACP
 instead of the SDK's natural API.
 
@@ -219,12 +241,17 @@ client.send({...clientMessage}); // e.g. a "session/prompt" message
 
 ## `Approvals / Policies`
 
+> **Status:** Not Implemented.
+
 TODO
 
 # `Implementation Guidance`
 
 ## `Session Context`
 
+> **Status:** Implemented. `SessionContext` interface exists and is passed to
+> tools.
+
 Whenever executing a tool, hook, command, or skill, a SessionContext object
 should be passed as an additional argument after the arguments/payload. The
 interface should look something like:
@@ -245,18 +272,27 @@ export interface SessionContext {
 }
 
 export interface AgentFilesystem {
-  readFile(path: string): Promise<string | null>
+  readFile(path: string): Promise<string | null>;
-  writeFile(path: string, content: string): Promise<void>
+  writeFile(path: string, content: string): Promise<void>;
-  // consider others including delete, globbing, etc but read/write are bare minimum}
+  // consider others including delete, globbing, etc but read/write are bare minimum
+}
 
 export interface AgentShell {
   // simple promise-based execution that blocks until complete
-  exec(cmd: string, options?: AgentShellOptions): Promise<{exitCode: number, output: string, stdout: string, stderr: string}>
+  exec(
+    cmd: string,
+    options?: AgentShellOptions,
+  ): Promise<{
+    exitCode: number;
+    output: string;
+    stdout: string;
+    stderr: string;
+  }>;
   start(cmd: string, options?: AgentShellOptions): AgentShellProcess;
 }
 
 export interface AgentShellOptions {
-  env?: Record<string,string>;
+  env?: Record<string, string>;
   timeoutSeconds?: number;
 }
 
@@ -277,3 +313,21 @@ export interface AgentShellProcess {
   the same session id?
 - Presumably the transcript is kept updated in memory and also persisted to disk
   by default?
+
+# `Next Steps`
+
+Based on the current implementation status, we can proceed with:
+
+## Feature 2: Custom Skills Support
+
+Implement support for loading and registering custom skills. This involves
+adding a `skills` option to `GeminiCliAgentOptions` and implementing the logic
+to read skill definitions from directories.
+
+**Tasks:**
+
+1.  Add `skills` option to `GeminiCliAgentOptions`.
+2.  Implement `skillDir` and `skillRoot` helpers to load skills from the
+    filesystem.
+3.  Update `GeminiCliAgent` to register loaded skills with the internal tool
+    registry.

packages/sdk/src/agent.integration.test.ts

@@ -0,0 +1,154 @@
+/**
+ * @license
+ * Copyright 2026 Google LLC
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import { describe, it, expect } from 'vitest';
+import { GeminiCliAgent } from './agent.js';
+import * as path from 'node:path';
+import { fileURLToPath } from 'node:url';
+import { dirname } from 'node:path';
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = dirname(__filename);
+
+// Set this to true locally when you need to update snapshots
+const RECORD_MODE = process.env['RECORD_NEW_RESPONSES'] === 'true';
+
+const getGoldenPath = (name: string) =>
+  path.resolve(__dirname, '../test-data', `${name}.json`);
+
+describe('GeminiCliAgent Integration', () => {
+  it('handles static instructions', async () => {
+    const goldenFile = getGoldenPath('agent-static-instructions');
+
+    const agent = new GeminiCliAgent({
+      instructions: 'You are a pirate. Respond in pirate speak.',
+      model: 'gemini-2.0-flash',
+      recordResponses: RECORD_MODE ? goldenFile : undefined,
+      fakeResponses: RECORD_MODE ? undefined : goldenFile,
+    });
+
+    const events = [];
+    const stream = agent.sendStream('Say hello.');
+
+    for await (const event of stream) {
+      events.push(event);
+    }
+
+    const textEvents = events.filter((e) => e.type === 'content');
+    const responseText = textEvents
+      .map((e) => (typeof e.value === 'string' ? e.value : ''))
+      .join('');
+
+    // Expect pirate speak
+    expect(responseText.toLowerCase()).toMatch(/ahoy|matey|arrr/);
+  }, 30000);
+
+  it('handles dynamic instructions', async () => {
+    const goldenFile = getGoldenPath('agent-dynamic-instructions');
+
+    let callCount = 0;
+    const agent = new GeminiCliAgent({
+      instructions: (_ctx) => {
+        callCount++;
+        return `You are a helpful assistant. The secret number is ${callCount}. Always mention the secret number when asked.`;
+      },
+      model: 'gemini-2.0-flash',
+      recordResponses: RECORD_MODE ? goldenFile : undefined,
+      fakeResponses: RECORD_MODE ? undefined : goldenFile,
+    });
+
+    // First turn
+    const stream1 = agent.sendStream('What is the secret number?');
+    const events1 = [];
+    for await (const event of stream1) {
+      events1.push(event);
+    }
+    const responseText1 = events1
+      .filter((e) => e.type === 'content')
+      .map((e) => (typeof e.value === 'string' ? e.value : ''))
+      .join('');
+
+    expect(responseText1).toContain('1');
+    expect(callCount).toBe(1);
+
+    // Second turn
+    const stream2 = agent.sendStream('What is the secret number now?');
+    const events2 = [];
+    for await (const event of stream2) {
+      events2.push(event);
+    }
+    const responseText2 = events2
+      .filter((e) => e.type === 'content')
+      .map((e) => (typeof e.value === 'string' ? e.value : ''))
+      .join('');
+
+    // Should still be 1 because instructions are only loaded once per session
+    expect(responseText2).toContain('1');
+    expect(callCount).toBe(1);
+  }, 30000);
+
+  it('handles async dynamic instructions', async () => {
+    const goldenFile = getGoldenPath('agent-async-instructions');
+
+    let callCount = 0;
+    const agent = new GeminiCliAgent({
+      instructions: async (_ctx) => {
+        await new Promise((resolve) => setTimeout(resolve, 10)); // Simulate async work
+        callCount++;
+        return `You are a helpful assistant. The secret number is ${callCount}. Always mention the secret number when asked.`;
+      },
+      model: 'gemini-2.0-flash',
+      recordResponses: RECORD_MODE ? goldenFile : undefined,
+      fakeResponses: RECORD_MODE ? undefined : goldenFile,
+    });
+
+    // First turn
+    const stream1 = agent.sendStream('What is the secret number?');
+    const events1 = [];
+    for await (const event of stream1) {
+      events1.push(event);
+    }
+    const responseText1 = events1
+      .filter((e) => e.type === 'content')
+      .map((e) => (typeof e.value === 'string' ? e.value : ''))
+      .join('');
+
+    expect(responseText1).toContain('1');
+    expect(callCount).toBe(1);
+
+    // Second turn
+    const stream2 = agent.sendStream('What is the secret number now?');
+    const events2 = [];
+    for await (const event of stream2) {
+      events2.push(event);
+    }
+    const responseText2 = events2
+      .filter((e) => e.type === 'content')
+      .map((e) => (typeof e.value === 'string' ? e.value : ''))
+      .join('');
+
+    // Should still be 1 because instructions are only loaded once per session
+    expect(responseText2).toContain('1');
+    expect(callCount).toBe(1);
+  }, 30000);
+
+  it('throws when dynamic instructions fail', async () => {
+    const agent = new GeminiCliAgent({
+      instructions: () => {
+        throw new Error('Dynamic instruction failure');
+      },
+      model: 'gemini-2.0-flash',
+    });
+
+    const stream = agent.sendStream('Say hello.');
+
+    await expect(async () => {
+      for await (const _event of stream) {
+        // Just consume the stream
+      }
+    }).rejects.toThrow('Dynamic instruction failure');
+  });
+});

packages/sdk/src/agent.ts

@@ -24,8 +24,12 @@ import { SdkAgentFilesystem } from './fs.js';
 import { SdkAgentShell } from './shell.js';
 import type { SessionContext } from './types.js';
 
+export type SystemInstructions =
+  | string
+  | ((context: SessionContext) => string | Promise<string>);
+
 export interface GeminiCliAgentOptions {
-  instructions: string;
+  instructions: SystemInstructions;
   // eslint-disable-next-line @typescript-eslint/no-explicit-any
   tools?: Array<Tool<any>>;
   model?: string;
@@ -39,18 +43,24 @@ export class GeminiCliAgent {
   private config: Config;
   // eslint-disable-next-line @typescript-eslint/no-explicit-any
   private tools: Array<Tool<any>>;
+  private readonly instructions: SystemInstructions;
+  private instructionsLoaded = false;
 
   constructor(options: GeminiCliAgentOptions) {
+    this.instructions = options.instructions;
     const cwd = options.cwd || process.cwd();
     this.tools = options.tools || [];
 
+    const initialMemory =
+      typeof this.instructions === 'string' ? this.instructions : '';
+
     const configParams: ConfigParameters = {
       sessionId: `sdk-${Date.now()}`,
       targetDir: cwd,
       cwd,
       debugMode: options.debug ?? false,
       model: options.model || PREVIEW_GEMINI_MODEL_AUTO,
-      userMemory: options.instructions,
+      userMemory: initialMemory,
       // Minimal config
       enableHooks: false,
       mcpEnabled: false,
@@ -94,6 +104,30 @@ export class GeminiCliAgent {
       { text: prompt },
     ];
 
+    if (!this.instructionsLoaded && typeof this.instructions === 'function') {
+      const context: SessionContext = {
+        sessionId,
+        transcript: client.getHistory(),
+        cwd: this.config.getWorkingDir(),
+        timestamp: new Date().toISOString(),
+        fs,
+        shell,
+        agent: this,
+      };
+      try {
+        const newInstructions = await this.instructions(context);
+        this.config.setUserMemory(newInstructions);
+        client.updateSystemInstruction();
+        this.instructionsLoaded = true;
+      } catch (e) {
+        const error =
+          e instanceof Error
+            ? e
+            : new Error(`Error resolving dynamic instructions: ${String(e)}`);
+        throw error;
+      }
+    }
+
     while (true) {
       // sendMessageStream returns AsyncGenerator<ServerGeminiStreamEvent, Turn>
       const stream = client.sendMessageStream(request, abortSignal, sessionId);

packages/sdk/test-data/agent-async-instructions.json

@@ -0,0 +1,4 @@
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9831,"totalTokenCount":9831,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9831}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7098,"candidatesTokenCount":8,"totalTokenCount":7106,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7098}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9848,"totalTokenCount":9848,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9848}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7113,"candidatesTokenCount":8,"totalTokenCount":7121,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7113}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9853,"totalTokenCount":9853,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9853}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7120,"candidatesTokenCount":8,"totalTokenCount":7128,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7120}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9870,"totalTokenCount":9870,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9870}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7135,"candidatesTokenCount":8,"totalTokenCount":7143,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7135}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}

packages/sdk/test-data/agent-dynamic-instructions.json

@@ -0,0 +1,4 @@
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9831,"totalTokenCount":9831,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9831}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7098,"candidatesTokenCount":8,"totalTokenCount":7106,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7098}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9848,"totalTokenCount":9848,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9848}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7113,"candidatesTokenCount":8,"totalTokenCount":7121,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7113}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9853,"totalTokenCount":9853,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9853}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7120,"candidatesTokenCount":8,"totalTokenCount":7128,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7120}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"The secret number is"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9870,"totalTokenCount":9870,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9870}]}},{"candidates":[{"content":{"parts":[{"text":" 1.\n"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7135,"candidatesTokenCount":8,"totalTokenCount":7143,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7135}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":8}]}}]}

packages/sdk/test-data/agent-static-instructions.json

@@ -0,0 +1 @@
+{"method":"generateContentStream","response":[{"candidates":[{"content":{"parts":[{"text":"Ah"}],"role":"model"}}],"usageMetadata":{"promptTokenCount":9828,"totalTokenCount":9828,"promptTokensDetails":[{"modality":"TEXT","tokenCount":9828}]}},{"candidates":[{"content":{"parts":[{"text":"oy, matey! Ready to chart a course through the code?"}],"role":"model"},"finishReason":"STOP"}],"usageMetadata":{"promptTokenCount":7095,"candidatesTokenCount":15,"totalTokenCount":7110,"promptTokensDetails":[{"modality":"TEXT","tokenCount":7095}],"candidatesTokensDetails":[{"modality":"TEXT","tokenCount":15}]}}]}