united-workforce/packages/workflow-agent-builtin

@uncaged/workflow-agent-builtin

uwf-builtin agent — built-in LLM agent with file read/write and shell tools.

Overview

Layer 3 agent implementation. Runs an OpenAI-compatible chat completion loop with built-in tools (read_file, write_file, run_command). Uses the configured provider/model from config.yaml. Produces frontmatter markdown output and stores turn-by-turn session detail in CAS.

Useful when you want a self-contained agent without an external CLI like Hermes or Claude Code.

Dependencies: @uncaged/json-cas, @uncaged/workflow-util-agent, @uncaged/workflow-util

Installation

Included as the uwf-builtin binary when you install @uncaged/workflow-agent-builtin:

bun add -g @uncaged/workflow-agent-builtin

CLI Usage

Invoked by uwf thread step:

uwf-builtin <thread-id> <role>

Configure as default agent:

uwf setup --agent builtin

Override per step:

uwf thread step <thread-id> --agent uwf-builtin

Environment variables set by the engine:

Variable	Purpose
UWF_EDGE_PROMPT	Moderator edge instruction for this step

API

All exports come from src/index.ts.

Agent factory

function createBuiltinAgent(): () => Promise<void>
function buildBuiltinMessages(ctx: AgentContext): ChatMessage[]

LLM loop

const BUILTIN_MAX_TURNS = 30;
const BUILTIN_CONTINUE_MAX_TURNS = 5;

function runBuiltinLoop(/* options: RunBuiltinLoopOptions */): Promise<RunBuiltinLoopResult>
function chatCompletionWithTools(
  provider: ResolvedLlmProvider,
  messages: ChatMessage[],
  tools: OpenAiToolDefinition[],
): Promise<LlmAssistantResponse>

RunBuiltinLoopOptions and RunBuiltinLoopResult are internal to loop.ts and not re-exported from index.ts.

Tools

function getBuiltinTools(): readonly BuiltinTool[]
function executeBuiltinTool(
  name: string,
  args: Record<string, unknown>,
  ctx: ToolContext,
): Promise<string>

Session and detail

function initSessionDir(storageRoot: string): Promise<void>
function appendSessionTurn(storageRoot: string, sessionId: string, turn: BuiltinTurnPayload): Promise<void>
function readSessionTurns(storageRoot: string, sessionId: string): Promise<BuiltinTurnPayload[]>
function removeSession(storageRoot: string, sessionId: string): Promise<void>
function registerBuiltinSchemas(store: Store): Promise<BuiltinSchemaHashes>
function storeBuiltinDetail(store: Store, payload: BuiltinDetailPayload): Promise<string>

Types

type ChatMessage = /* system | user | assistant | tool */;
type LlmAssistantResponse = { content: string | null; toolCalls: LlmToolCall[] | null };
type LlmToolCall = { id: string; name: string; arguments: string };
type BuiltinTool = { name: string; description: string; parameters: Record<string, unknown> };
type ToolContext = { cwd: string; storageRoot: string };
type BuiltinDetailPayload = { /* session turns, model, timestamps */ };
type BuiltinLoopTurn = { /* single loop iteration record */ };
type BuiltinToolCallRecord = { /* tool call audit */ };
type BuiltinToolResultRecord = { /* tool result audit */ };
type BuiltinTurnPayload = { /* persisted turn */ };

Internal Structure

src/
├── index.ts
├── cli.ts              Binary entrypoint
├── agent.ts            createBuiltinAgent
├── loop.ts             Multi-turn LLM + tool loop
├── prompt.ts           buildBuiltinMessages
├── session.ts          Session directory persistence
├── detail.ts           CAS detail node storage
├── schemas.ts          Builtin CAS schemas
├── types.ts            Detail and turn payload types
├── llm/
│   ├── index.ts
│   ├── llm.ts          chatCompletionWithTools
│   └── types.ts        ChatMessage, LlmToolCall, etc.
└── tools/
    ├── index.ts        getBuiltinTools, executeBuiltinTool
    ├── read-file.ts
    ├── write-file.ts
    ├── run-command.ts
    ├── path.ts
    └── types.ts

Configuration

Requires a configured OpenAI-compatible provider and model in ~/.uncaged/workflow/config.yaml (via uwf setup). API keys are loaded from ~/.uncaged/workflow/.env.

Tools run with the current working directory as ToolContext.cwd (typically the directory where uwf thread step was invoked).