Skip to main content

SDK Examples

Programmatic usage of pi-coding-agent via createAgentSession().

Examples

FileDescription
01-minimal.tsSimplest usage with all defaults
02-custom-model.tsSelect model and thinking level
03-custom-prompt.tsReplace or modify system prompt
04-skills.tsDiscover, filter, or replace skills
05-tools.tsBuilt-in tools, custom tools
06-extensions.tsLogging, blocking, result modification
07-context-files.tsAGENTS.md context files
08-slash-commands.tsFile-based slash commands
09-api-keys-and-oauth.tsAPI key resolution, OAuth config
10-settings.tsOverride compaction, retry, terminal settings
11-sessions.tsIn-memory, persistent, continue, list sessions
12-full-control.tsReplace everything, no discovery

Running

cd packages/coding-agent
npx tsx examples/sdk/01-minimal.ts

Quick Reference

import { getModel } from "@mariozechner/pi-ai";
import {
AuthStorage,
createAgentSession,
DefaultResourceLoader,
ModelRegistry,
SessionManager,
SettingsManager,
codingTools,
readOnlyTools,
readTool, bashTool, editTool, writeTool,
} from "@mariozechner/pi-coding-agent";

// Auth and models setup
const authStorage = AuthStorage.create();
const modelRegistry = new ModelRegistry(authStorage);

// Minimal
const { session } = await createAgentSession({ authStorage, modelRegistry });

// Custom model
const model = getModel("anthropic", "claude-opus-4-5");
const { session } = await createAgentSession({ model, thinkingLevel: "high", authStorage, modelRegistry });

// Modify prompt
const loader = new DefaultResourceLoader({
systemPromptOverride: (base) => `${base}\n\nBe concise.`,
});
await loader.reload();
const { session } = await createAgentSession({ resourceLoader: loader, authStorage, modelRegistry });

// Read-only
const { session } = await createAgentSession({ tools: readOnlyTools, authStorage, modelRegistry });

// In-memory
const { session } = await createAgentSession({
sessionManager: SessionManager.inMemory(),
authStorage,
modelRegistry,
});

// Full control
const customAuth = AuthStorage.create("/my/app/auth.json");
customAuth.setRuntimeApiKey("anthropic", process.env.MY_KEY!);
const customRegistry = new ModelRegistry(customAuth);

const resourceLoader = new DefaultResourceLoader({
systemPromptOverride: () => "You are helpful.",
extensionFactories: [myExtension],
skillsOverride: () => ({ skills: [], diagnostics: [] }),
agentsFilesOverride: () => ({ agentsFiles: [] }),
promptsOverride: () => ({ prompts: [], diagnostics: [] }),
});
await resourceLoader.reload();

const { session } = await createAgentSession({
model,
authStorage: customAuth,
modelRegistry: customRegistry,
resourceLoader,
tools: [readTool, bashTool],
customTools: [{ tool: myTool }],
sessionManager: SessionManager.inMemory(),
settingsManager: SettingsManager.inMemory(),
});

// Run prompts
session.subscribe((event) => {
if (event.type === "message_update" && event.assistantMessageEvent.type === "text_delta") {
process.stdout.write(event.assistantMessageEvent.delta);
}
});
await session.prompt("Hello");

Options

OptionDefaultDescription
authStorageAuthStorage.create()Credential storage
modelRegistrynew ModelRegistry(authStorage)Model registry
cwdprocess.cwd()Working directory
agentDir~/.pi/agentConfig directory
modelFrom settings/first availableModel to use
thinkingLevelFrom settings/"off"off, low, medium, high
toolscodingToolsBuilt-in tools
customTools[]Additional tool definitions
resourceLoaderDefaultResourceLoaderResource loader for extensions, skills, prompts, themes
sessionManagerSessionManager.create(cwd)Persistence
settingsManagerSettingsManager.create(cwd, agentDir)Settings overrides

Events

session.subscribe((event) => {
switch (event.type) {
case "message_update":
if (event.assistantMessageEvent.type === "text_delta") {
process.stdout.write(event.assistantMessageEvent.delta);
}
break;
case "tool_execution_start":
console.log(`Tool: ${event.toolName}`);
break;
case "tool_execution_end":
console.log(`Result: ${event.result}`);
break;
case "agent_end":
console.log("Done");
break;
}
});