co-mono/packages/coding-agent/docs/sdk.md

SDK

The SDK provides programmatic access to pi's agent capabilities. Use it to embed pi in other applications, build custom interfaces, or integrate with automated workflows.

Example use cases:

• Build a custom UI (web, desktop, mobile)
• Integrate agent capabilities into existing applications
• Create automated pipelines with agent reasoning
• Build custom tools that spawn sub-agents
• Test agent behavior programmatically

See examples/sdk/ for working examples from minimal to full control.

Quick Start

import { createAgentSession, discoverAuthStorage, discoverModels, SessionManager } from "@mariozechner/pi-coding-agent";

// Set up credential storage and model registry
const authStorage = discoverAuthStorage();
const modelRegistry = discoverModels(authStorage);

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

session.subscribe((event) => {
  if (event.type === "message_update" && event.assistantMessageEvent.type === "text_delta") {
    process.stdout.write(event.assistantMessageEvent.delta);
  }
});

await session.prompt("What files are in the current directory?");

Installation

npm install @mariozechner/pi-coding-agent

The SDK is included in the main package. No separate installation needed.

Core Concepts

createAgentSession()

The main factory function. Creates an AgentSession with configurable options.

Philosophy: "Omit to discover, provide to override."

• Omit an option → pi discovers/loads from standard locations
• Provide an option → your value is used, discovery skipped for that option

import { createAgentSession } from "@mariozechner/pi-coding-agent";

// Minimal: all defaults (discovers everything from cwd and ~/.pi/agent)
const { session } = await createAgentSession();

// Custom: override specific options
const { session } = await createAgentSession({
  model: myModel,
  systemPrompt: "You are helpful.",
  tools: [readTool, bashTool],
  sessionManager: SessionManager.inMemory(),
});

AgentSession

The session manages the agent lifecycle, message history, and event streaming.

interface AgentSession {
  // Send a prompt and wait for completion
  prompt(text: string, options?: PromptOptions): Promise<void>;
  
  // Subscribe to events (returns unsubscribe function)
  subscribe(listener: (event: AgentSessionEvent) => void): () => void;
  
  // Session info
  sessionFile: string | null;
  sessionId: string;
  
  // Model control
  setModel(model: Model): Promise<void>;
  setThinkingLevel(level: ThinkingLevel): void;
  cycleModel(): Promise<ModelCycleResult | null>;
  cycleThinkingLevel(): ThinkingLevel | null;
  
  // State access
  agent: Agent;
  model: Model | null;
  thinkingLevel: ThinkingLevel;
  messages: AppMessage[];
  isStreaming: boolean;
  
  // Session management
  reset(): Promise<void>;
  branch(entryIndex: number): Promise<{ selectedText: string; skipped: boolean }>;
  switchSession(sessionPath: string): Promise<void>;
  
  // Compaction
  compact(customInstructions?: string): Promise<CompactionResult>;
  abortCompaction(): void;
  
  // Abort current operation
  abort(): Promise<void>;
  
  // Cleanup
  dispose(): void;
}

Agent and AgentState

The Agent class (from @mariozechner/pi-agent-core) handles the core LLM interaction. Access it via session.agent.

// Access current state
const state = session.agent.state;

// state.messages: AppMessage[] - conversation history
// state.model: Model - current model
// state.thinkingLevel: ThinkingLevel - current thinking level
// state.systemPrompt: string - system prompt
// state.tools: Tool[] - available tools

// Replace messages (useful for branching, restoration)
session.agent.replaceMessages(messages);

// Wait for agent to finish processing
await session.agent.waitForIdle();

Events

Subscribe to events to receive streaming output and lifecycle notifications.

session.subscribe((event) => {
  switch (event.type) {
    // Streaming text from assistant
    case "message_update":
      if (event.assistantMessageEvent.type === "text_delta") {
        process.stdout.write(event.assistantMessageEvent.delta);
      }
      if (event.assistantMessageEvent.type === "thinking_delta") {
        // Thinking output (if thinking enabled)
      }
      break;
    
    // Tool execution
    case "tool_execution_start":
      console.log(`Tool: ${event.toolName}`);
      break;
    case "tool_execution_update":
      // Streaming tool output
      break;
    case "tool_execution_end":
      console.log(`Result: ${event.isError ? "error" : "success"}`);
      break;
    
    // Message lifecycle
    case "message_start":
      // New message starting
      break;
    case "message_end":
      // Message complete
      break;
    
    // Agent lifecycle
    case "agent_start":
      // Agent started processing prompt
      break;
    case "agent_end":
      // Agent finished (event.messages contains new messages)
      break;
    
    // Turn lifecycle (one LLM response + tool calls)
    case "turn_start":
      break;
    case "turn_end":
      // event.message: assistant response
      // event.toolResults: tool results from this turn
      break;
    
    // Session events (auto-compaction, retry)
    case "auto_compaction_start":
    case "auto_compaction_end":
    case "auto_retry_start":
    case "auto_retry_end":
      break;
  }
});

Options Reference

Directories

const { session } = await createAgentSession({
  // Working directory for project-local discovery
  cwd: process.cwd(), // default
  
  // Global config directory
  agentDir: "~/.pi/agent", // default (expands ~)
});

cwd is used for:

• Project hooks (.pi/hooks/)
• Project tools (.pi/tools/)
• Project skills (.pi/skills/)
• Project commands (.pi/commands/)
• Context files (AGENTS.md walking up from cwd)
• Session directory naming

agentDir is used for:

• Global hooks (hooks/)
• Global tools (tools/)
• Global skills (skills/)
• Global commands (commands/)
• Global context file (AGENTS.md)
• Settings (settings.json)
• Custom models (models.json)
• Credentials (auth.json)
• Sessions (sessions/)

Model

import { getModel } from "@mariozechner/pi-ai";
import { discoverAuthStorage, discoverModels } from "@mariozechner/pi-coding-agent";

const authStorage = discoverAuthStorage();
const modelRegistry = discoverModels(authStorage);

// Find specific built-in model (doesn't check if API key exists)
const opus = getModel("anthropic", "claude-opus-4-5");
if (!opus) throw new Error("Model not found");

// Find any model by provider/id, including custom models from models.json
// (doesn't check if API key exists)
const customModel = modelRegistry.find("my-provider", "my-model");

// Get only models that have valid API keys configured
const available = await modelRegistry.getAvailable();

const { session } = await createAgentSession({
  model: opus,
  thinkingLevel: "medium", // off, minimal, low, medium, high, xhigh
  
  // Models for cycling (Ctrl+P in interactive mode)
  scopedModels: [
    { model: opus, thinkingLevel: "high" },
    { model: haiku, thinkingLevel: "off" },
  ],
  
  authStorage,
  modelRegistry,
});

If no model is provided:

1. Tries to restore from session (if continuing)
2. Uses default from settings
3. Falls back to first available model

See examples/sdk/02-custom-model.ts

API Keys and OAuth

API key resolution priority (handled by AuthStorage):

1. Runtime overrides (via setRuntimeApiKey, not persisted)
2. Stored credentials in auth.json (API keys or OAuth tokens)
3. Environment variables (ANTHROPIC_API_KEY, OPENAI_API_KEY, etc.)
4. Fallback resolver (for custom provider keys from models.json)

import { AuthStorage, ModelRegistry, discoverAuthStorage, discoverModels } from "@mariozechner/pi-coding-agent";

// Default: uses ~/.pi/agent/auth.json and ~/.pi/agent/models.json
const authStorage = discoverAuthStorage();
const modelRegistry = discoverModels(authStorage);

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

// Runtime API key override (not persisted to disk)
authStorage.setRuntimeApiKey("anthropic", "sk-my-temp-key");

// Custom auth storage location
const customAuth = new AuthStorage("/my/app/auth.json");
const customRegistry = new ModelRegistry(customAuth, "/my/app/models.json");

const { session } = await createAgentSession({
  sessionManager: SessionManager.inMemory(),
  authStorage: customAuth,
  modelRegistry: customRegistry,
});

// No custom models.json (built-in models only)
const simpleRegistry = new ModelRegistry(authStorage);

See examples/sdk/09-api-keys-and-oauth.ts

System Prompt

const { session } = await createAgentSession({
  // Replace entirely
  systemPrompt: "You are a helpful assistant.",
  
  // Or modify default (receives default, returns modified)
  systemPrompt: (defaultPrompt) => {
    return `${defaultPrompt}\n\n## Additional Rules\n- Be concise`;
  },
});

See examples/sdk/03-custom-prompt.ts

Tools

import {
  codingTools,   // read, bash, edit, write (default)
  readOnlyTools, // read, grep, find, ls
  readTool, bashTool, editTool, writeTool,
  grepTool, findTool, lsTool,
} from "@mariozechner/pi-coding-agent";

// Use built-in tool set
const { session } = await createAgentSession({
  tools: readOnlyTools,
});

// Pick specific tools
const { session } = await createAgentSession({
  tools: [readTool, bashTool, grepTool],
});

Tools with Custom cwd

Important: The pre-built tool instances (readTool, bashTool, etc.) use process.cwd() for path resolution. When you specify a custom cwd AND provide explicit tools, you must use the tool factory functions to ensure paths resolve correctly:

import {
  createCodingTools,    // Creates [read, bash, edit, write] for specific cwd
  createReadOnlyTools,  // Creates [read, grep, find, ls] for specific cwd
  createReadTool,
  createBashTool,
  createEditTool,
  createWriteTool,
  createGrepTool,
  createFindTool,
  createLsTool,
} from "@mariozechner/pi-coding-agent";

const cwd = "/path/to/project";

// Use factory for tool sets
const { session } = await createAgentSession({
  cwd,
  tools: createCodingTools(cwd),  // Tools resolve paths relative to cwd
});

// Or pick specific tools
const { session } = await createAgentSession({
  cwd,
  tools: [createReadTool(cwd), createBashTool(cwd), createGrepTool(cwd)],
});

When you don't need factories:

• If you omit tools, pi automatically creates them with the correct cwd
• If you use process.cwd() as your cwd, the pre-built instances work fine

When you must use factories:

• When you specify both cwd (different from process.cwd()) AND tools

See examples/sdk/05-tools.ts

Custom Tools

import { Type } from "@sinclair/typebox";
import { createAgentSession, discoverCustomTools, type CustomAgentTool } from "@mariozechner/pi-coding-agent";

// Inline custom tool
const myTool: CustomAgentTool = {
  name: "my_tool",
  label: "My Tool",
  description: "Does something useful",
  parameters: Type.Object({
    input: Type.String({ description: "Input value" }),
  }),
  execute: async (toolCallId, params) => ({
    content: [{ type: "text", text: `Result: ${params.input}` }],
    details: {},
  }),
};

// Replace discovery with inline tools
const { session } = await createAgentSession({
  customTools: [{ tool: myTool }],
});

// Merge with discovered tools
const discovered = await discoverCustomTools();
const { session } = await createAgentSession({
  customTools: [...discovered, { tool: myTool }],
});

// Add paths without replacing discovery
const { session } = await createAgentSession({
  additionalCustomToolPaths: ["/extra/tools"],
});

See examples/sdk/05-tools.ts

Hooks

import { createAgentSession, discoverHooks, type HookFactory } from "@mariozechner/pi-coding-agent";

// Inline hook
const loggingHook: HookFactory = (api) => {
  api.on("tool_call", async (event) => {
    console.log(`Tool: ${event.toolName}`);
    return undefined; // Don't block
  });
  
  api.on("tool_call", async (event) => {
    // Block dangerous commands
    if (event.toolName === "bash" && event.input.command?.includes("rm -rf")) {
      return { block: true, reason: "Dangerous command" };
    }
    return undefined;
  });
};

// Replace discovery
const { session } = await createAgentSession({
  hooks: [{ factory: loggingHook }],
});

// Disable all hooks
const { session } = await createAgentSession({
  hooks: [],
});

// Merge with discovered
const discovered = await discoverHooks();
const { session } = await createAgentSession({
  hooks: [...discovered, { factory: loggingHook }],
});

// Add paths without replacing
const { session } = await createAgentSession({
  additionalHookPaths: ["/extra/hooks"],
});

See examples/sdk/06-hooks.ts

Skills

import { createAgentSession, discoverSkills, type Skill } from "@mariozechner/pi-coding-agent";

// Discover and filter
const allSkills = discoverSkills();
const filtered = allSkills.filter(s => s.name.includes("search"));

// Custom skill
const mySkill: Skill = {
  name: "my-skill",
  description: "Custom instructions",
  filePath: "/path/to/SKILL.md",
  baseDir: "/path/to",
  source: "custom",
};

const { session } = await createAgentSession({
  skills: [...filtered, mySkill],
});

// Disable skills
const { session } = await createAgentSession({
  skills: [],
});

// Discovery with settings filter
const skills = discoverSkills(process.cwd(), undefined, {
  ignoredSkills: ["browser-*"],  // glob patterns to exclude
  includeSkills: ["search-*"],   // glob patterns to include (empty = all)
});

See examples/sdk/04-skills.ts

Context Files

import { createAgentSession, discoverContextFiles } from "@mariozechner/pi-coding-agent";

// Discover AGENTS.md files
const discovered = discoverContextFiles();

// Add custom context
const { session } = await createAgentSession({
  contextFiles: [
    ...discovered,
    {
      path: "/virtual/AGENTS.md",
      content: "# Guidelines\n\n- Be concise\n- Use TypeScript",
    },
  ],
});

// Disable context files
const { session } = await createAgentSession({
  contextFiles: [],
});

See examples/sdk/07-context-files.ts

Slash Commands

import { createAgentSession, discoverSlashCommands, type FileSlashCommand } from "@mariozechner/pi-coding-agent";

const discovered = discoverSlashCommands();

const customCommand: FileSlashCommand = {
  name: "deploy",
  description: "Deploy the application",
  source: "(custom)",
  content: "# Deploy\n\n1. Build\n2. Test\n3. Deploy",
};

const { session } = await createAgentSession({
  slashCommands: [...discovered, customCommand],
});

See examples/sdk/08-slash-commands.ts

Session Management

import { createAgentSession, SessionManager } from "@mariozechner/pi-coding-agent";

// In-memory (no persistence)
const { session } = await createAgentSession({
  sessionManager: SessionManager.inMemory(),
});

// New persistent session
const { session } = await createAgentSession({
  sessionManager: SessionManager.create(process.cwd()),
});

// Continue most recent
const { session, modelFallbackMessage } = await createAgentSession({
  sessionManager: SessionManager.continueRecent(process.cwd()),
});
if (modelFallbackMessage) {
  console.log("Note:", modelFallbackMessage);
}

// Open specific file
const { session } = await createAgentSession({
  sessionManager: SessionManager.open("/path/to/session.jsonl"),
});

// List available sessions
const sessions = SessionManager.list(process.cwd());
for (const info of sessions) {
  console.log(`${info.id}: ${info.firstMessage} (${info.messageCount} messages)`);
}

// Custom session directory (no cwd encoding)
const customDir = "/path/to/my-sessions";
const { session } = await createAgentSession({
  sessionManager: SessionManager.create(process.cwd(), customDir),
});
// Also works with list and continueRecent:
// SessionManager.list(process.cwd(), customDir);
// SessionManager.continueRecent(process.cwd(), customDir);

See examples/sdk/11-sessions.ts

Settings Management

import { createAgentSession, SettingsManager, SessionManager } from "@mariozechner/pi-coding-agent";

// Default: loads from files (global + project merged)
const { session } = await createAgentSession({
  settingsManager: SettingsManager.create(),
});

// With overrides
const settingsManager = SettingsManager.create();
settingsManager.applyOverrides({
  compaction: { enabled: false },
  retry: { enabled: true, maxRetries: 5 },
});
const { session } = await createAgentSession({ settingsManager });

// In-memory (no file I/O, for testing)
const { session } = await createAgentSession({
  settingsManager: SettingsManager.inMemory({ compaction: { enabled: false } }),
  sessionManager: SessionManager.inMemory(),
});

// Custom directories
const { session } = await createAgentSession({
  settingsManager: SettingsManager.create("/custom/cwd", "/custom/agent"),
});

Static factories:

• SettingsManager.create(cwd?, agentDir?) - Load from files
• SettingsManager.inMemory(settings?) - No file I/O

Project-specific settings:

Settings load from two locations and merge:

1. Global: ~/.pi/agent/settings.json
2. Project: <cwd>/.pi/settings.json

Project overrides global. Nested objects merge keys. Setters only modify global (project is read-only for version control).

See examples/sdk/10-settings.ts

Discovery Functions

All discovery functions accept optional cwd and agentDir parameters.

import { getModel } from "@mariozechner/pi-ai";
import {
  AuthStorage,
  ModelRegistry,
  discoverAuthStorage,
  discoverModels,
  discoverSkills,
  discoverHooks,
  discoverCustomTools,
  discoverContextFiles,
  discoverSlashCommands,
  loadSettings,
  buildSystemPrompt,
} from "@mariozechner/pi-coding-agent";

// Auth and Models
const authStorage = discoverAuthStorage();           // ~/.pi/agent/auth.json
const modelRegistry = discoverModels(authStorage);   // + ~/.pi/agent/models.json
const allModels = modelRegistry.getAll();            // All models (built-in + custom)
const available = await modelRegistry.getAvailable(); // Only models with API keys
const model = modelRegistry.find("provider", "id");   // Find specific model
const builtIn = getModel("anthropic", "claude-opus-4-5"); // Built-in only

// Skills
const skills = discoverSkills(cwd, agentDir, skillsSettings);

// Hooks (async - loads TypeScript)
const hooks = await discoverHooks(cwd, agentDir);

// Custom tools (async - loads TypeScript)
const tools = await discoverCustomTools(cwd, agentDir);

// Context files
const contextFiles = discoverContextFiles(cwd, agentDir);

// Slash commands
const commands = discoverSlashCommands(cwd, agentDir);

// Settings (global + project merged)
const settings = loadSettings(cwd, agentDir);

// Build system prompt manually
const prompt = buildSystemPrompt({
  skills,
  contextFiles,
  appendPrompt: "Additional instructions",
  cwd,
});

Return Value

createAgentSession() returns:

interface CreateAgentSessionResult {
  // The session
  session: AgentSession;
  
  // Custom tools (for UI setup)
  customToolsResult: {
    tools: LoadedCustomTool[];
    setUIContext: (ctx, hasUI) => void;
  };
  
  // Warning if session model couldn't be restored
  modelFallbackMessage?: string;
}

Complete Example

import { getModel } from "@mariozechner/pi-ai";
import { Type } from "@sinclair/typebox";
import {
  AuthStorage,
  createAgentSession,
  ModelRegistry,
  SessionManager,
  SettingsManager,
  readTool,
  bashTool,
  type HookFactory,
  type CustomAgentTool,
} from "@mariozechner/pi-coding-agent";

// Set up auth storage (custom location)
const authStorage = new AuthStorage("/custom/agent/auth.json");

// Runtime API key override (not persisted)
if (process.env.MY_KEY) {
  authStorage.setRuntimeApiKey("anthropic", process.env.MY_KEY);
}

// Model registry (no custom models.json)
const modelRegistry = new ModelRegistry(authStorage);

// Inline hook
const auditHook: HookFactory = (api) => {
  api.on("tool_call", async (event) => {
    console.log(`[Audit] ${event.toolName}`);
    return undefined;
  });
};

// Inline tool
const statusTool: CustomAgentTool = {
  name: "status",
  label: "Status",
  description: "Get system status",
  parameters: Type.Object({}),
  execute: async () => ({
    content: [{ type: "text", text: `Uptime: ${process.uptime()}s` }],
    details: {},
  }),
};

const model = getModel("anthropic", "claude-opus-4-5");
if (!model) throw new Error("Model not found");

// In-memory settings with overrides
const settingsManager = SettingsManager.inMemory({
  compaction: { enabled: false },
  retry: { enabled: true, maxRetries: 2 },
});

const { session } = await createAgentSession({
  cwd: process.cwd(),
  agentDir: "/custom/agent",
  
  model,
  thinkingLevel: "off",
  authStorage,
  modelRegistry,
  
  systemPrompt: "You are a minimal assistant. Be concise.",
  
  tools: [readTool, bashTool],
  customTools: [{ tool: statusTool }],
  hooks: [{ factory: auditHook }],
  skills: [],
  contextFiles: [],
  slashCommands: [],
  
  sessionManager: SessionManager.inMemory(),
  settingsManager,
});

session.subscribe((event) => {
  if (event.type === "message_update" && event.assistantMessageEvent.type === "text_delta") {
    process.stdout.write(event.assistantMessageEvent.delta);
  }
});

await session.prompt("Get status and list files.");

RPC Mode Alternative

For subprocess-based integration, use RPC mode instead of the SDK:

pi --mode rpc --no-session

See RPC documentation for the JSON protocol.

The SDK is preferred when:

• You want type safety
• You're in the same Node.js process
• You need direct access to agent state
• You want to customize tools/hooks programmatically

RPC mode is preferred when:

• You're integrating from another language
• You want process isolation
• You're building a language-agnostic client

Exports

The main entry point exports:

// Factory
createAgentSession

// Auth and Models
AuthStorage
ModelRegistry
discoverAuthStorage
discoverModels

// Discovery
discoverSkills
discoverHooks
discoverCustomTools
discoverContextFiles
discoverSlashCommands

// Helpers
loadSettings
buildSystemPrompt

// Session management
SessionManager
SettingsManager

// Built-in tools (use process.cwd())
codingTools
readOnlyTools
readTool, bashTool, editTool, writeTool
grepTool, findTool, lsTool

// Tool factories (for custom cwd)
createCodingTools
createReadOnlyTools
createReadTool, createBashTool, createEditTool, createWriteTool
createGrepTool, createFindTool, createLsTool

// Types
type CreateAgentSessionOptions
type CreateAgentSessionResult
type CustomAgentTool
type HookFactory
type Skill
type FileSlashCommand
type Settings
type SkillsSettings
type Tool

For hook types, import from the hooks subpath:

import type { HookAPI, HookEvent, ToolCallEvent } from "@mariozechner/pi-coding-agent/hooks";

For config utilities:

import { getAgentDir } from "@mariozechner/pi-coding-agent/config";