United Workforce (uwf)

A stateless workflow engine driven by a single-step CLI. Workflows are YAML definitions with roles, status-based routing, and a directed graph. Threads are immutable CAS-linked chains — each uwf thread step runs one moderator→agent→extract cycle and exits.

Overview

This monorepo implements uwf, a workflow engine with no long-running daemon. You register YAML workflow definitions in a content-addressed store (CAS), start a thread with an initial prompt, then invoke uwf thread step repeatedly until the moderator routes to $END. Each step is a complete process: the moderator evaluates status-based routing to pick the next role, an external agent CLI produces frontmatter markdown output, and an extract pipeline validates or structures that output against the role's JSON Schema.

Workflow state lives entirely on disk: CAS nodes under ~/.ocas/ for definitions and step payloads, and ~/.ocas/variables.db for all metadata (@uwf/registry/* for workflow name→hash mappings, @uwf/thread/* for active thread head pointers, @uwf/history/* for completed/cancelled threads). Config is at ~/.uwf/config.yaml. Because there is no server process, workflows are easy to debug, fork, and inspect with ordinary CLI tools.

Agents are pluggable CLI binaries (uwf-hermes, uwf-builtin, uwf-claude-code, or custom commands). The engine spawns the configured agent with <thread-id> and <role>, sets UWF_EDGE_PROMPT from the graph transition, and captures both the agent's markdown output and a detail CAS node for session replay.

Install

npm install -g @united-workforce/cli

Requires Bun runtime (used internally for TypeScript execution).

Quick Start

# 1. Configure provider, model, and default agent
uwf setup

# 2. Register a workflow from YAML
uwf workflow add examples/solve-issue.yaml

# 3. Start a thread (creates head pointer; does not execute)
uwf thread start solve-issue -p "Fix the login redirect bug"

# 4. Execute steps (one at a time, until done)
uwf thread exec <thread-id>

Use -c, --count <number> on thread exec to run multiple steps in one invocation. Override the agent with --agent <cmd>.

Architecture

Dependency layers (lower layers have no dependency on higher layers):

Layer 0 — Contract
  protocol          Shared types and JSON Schema definitions

Layer 1 — Shared infra
  util              Encoding, IDs, logging, frontmatter, paths

Layer 2 — Agent framework
  util-agent         createAgent factory, context builder, extract pipeline

Layer 3 — Agent implementations
  agent-hermes      Hermes ACP agent (uwf-hermes)
  agent-builtin     Built-in LLM + tools agent (uwf-builtin)
  agent-claude-code Claude Code agent (uwf-claude-code)

Layer 4 — CLI
  cli               uwf binary — thread lifecycle, registry, CAS, setup (includes status-based moderator)

App (uses protocol; not in the runtime engine stack)
  dashboard         Web UI for visual workflow editing

External CAS: @ocas/core (store API, hashing, schema validation) + @ocas/fs (filesystem backend).

See docs/architecture.md for the full design — three-phase engine loop, CAS node types, storage layout, agent CLI protocol, and design decisions.

Packages

Package	npm	Description	Type	README
cli	@united-workforce/cli	uwf CLI — thread lifecycle, workflow registry, CAS inspection, setup	cli	README
protocol	@united-workforce/protocol	Shared TypeScript types and JSON Schema constants	lib	README
util-agent	@united-workforce/util-agent	createAgent factory, context builder, extract pipeline	lib	README
util	@united-workforce/util	Crockford Base32, ULID, logger, frontmatter parsing, storage paths	lib	README
agent-hermes	@united-workforce/agent-hermes	uwf-hermes — spawns Hermes chat via ACP	agent	README
agent-builtin	@united-workforce/agent-builtin	uwf-builtin — built-in LLM agent with file/shell tools	agent	README
agent-claude-code	@united-workforce/agent-claude-code	uwf-claude-code — spawns Claude Code CLI	agent	README
dashboard	@united-workforce/dashboard	Web graph editor for workflow YAML (private, alpha)	app	README

CLI Reference

Global options: -V, --version, --format <json|yaml>, -h, --help.

Group	Commands
thread	start, exec, show, list, stop, cancel, read
step	list, show, read, fork
workflow	add, show, list
cas	get, put, put-text, has, refs, walk, reindex, schema list, schema get
setup	Interactive or --provider, --base-url, --api-key, --model, --agent
skill	cli — print markdown reference of all uwf commands
log	list, show, clean — process-level debug logs

Config is stored in ~/.uwf/config.yaml. API keys go in ~/.uwf/.env.

Detailed command usage, options, and examples: packages/cli/README.md.

Development

bun install --no-cache     # Install dependencies
bun run build              # tsc --build (all packages)
bun run check              # tsc + biome + lint-log-tags
bun run format             # Auto-format with Biome
bun test                   # Run all tests

Managed with bun workspace. See CLAUDE.md for coding conventions.