fabro/docs/public/core-concepts/workflows.mdx

---
title: "Workflows"
description: "Core workflow concepts in Fabro"
---

A workflow is a directed graph that defines a repeatable process for AI agents, shell commands, and human decisions. Unlike a DAG (directed acyclic graph), a Fabro workflow can and often does include loops — for example, implement-test-fix cycles that repeat until tests pass. You write workflows in [Graphviz DOT](/reference/dot-language), check them into version control, and run them with `fabro run`.

## Anatomy of a workflow

Every workflow is a `digraph` with a `goal`, a `start` node, an `exit` node, and one or more processing nodes connected by edges:

<Frame>
  <img src="/images/anatomy-workflow.svg" alt="Simple workflow: Start → Scan Files → Analyze → Exit" />
</Frame>

```dot title="my-workflow.fabro"
digraph MyWorkflow {
    graph [goal="Describe the project"]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    scan    [label="Scan Files", shape=parallelogram, script="find . -maxdepth 2 -type f | head -30"]
    analyze [label="Analyze", prompt="Review the file listing. Summarize the project structure.", shape=tab]

    start -> scan -> analyze -> exit
}
```

The `goal` attribute describes what the workflow accomplishes. Fabro uses it to guide agent behavior.

## Key node types

Each node's Graphviz **shape** determines how it executes. The three most important types are:

**Agents** (default `box` shape) run an LLM with access to tools — bash, file editing, sub-agents — looping autonomously until the task is complete:

```dot
implement [label="Implement", prompt="Read plan.md and implement every step."]
```

**Commands** (`parallelogram`) run shell scripts and capture output for downstream nodes:

```dot
validate [label="Run Tests", shape=parallelogram, script="cargo test 2>&1 || true"]
```

**Human gates** (`hexagon`) pause the workflow and wait for a person to choose a path. Edge labels define the options:

```dot
approve [shape=hexagon, label="Approve Plan"]

approve -> implement [label="[A] Approve"]
approve -> plan      [label="[R] Revise"]
```

Fabro supports additional node types for one-shot prompts, conditional branching, parallel fan-out/fan-in, and more. See [Stages and Nodes](/workflows/stages-and-nodes) for the full reference.

## Branching and loops

<Frame>
  <img src="/images/branch-loop-workflow.svg" alt="Branching and loop workflow" />
</Frame>

Edges can have **conditions** that route execution based on outcomes:

```dot
gate [shape=diamond, label="Tests passing?"]

gate -> exit      [label="Pass", condition="outcome=succeeded"]
gate -> implement [label="Fix"]
```

Loops are natural — just point an edge back to an earlier node. Use `max_visits` on a node to prevent infinite loops:

```dot
fix [label="Fix Failures", prompt="Fix the failing tests.", max_visits=3]
```

## Parallel execution

<Frame>
  <img src="/images/parallel-workflow.svg" alt="Parallel fan-out and merge workflow" />
</Frame>

Fan out to run branches concurrently, then merge the results:

```dot
fork [label="Fan Out", shape=component]
merge [label="Merge", shape=tripleoctagon]

fork -> security
fork -> architecture
fork -> quality
security    -> merge
architecture -> merge
quality     -> merge
merge -> report -> exit
```

## Goal gates

Mark critical nodes with `goal_gate=true`. The workflow fails if any goal gate doesn't succeed — even if execution reaches the exit node:

```dot
validate [label="Validate", prompt="Run the test suite and verify all tests pass.", goal_gate=true]
```

## Running a workflow

From the CLI:

```bash
fabro run workflow.fabro
```

Or from a [run config TOML](/execution/run-configuration) for repeatable, parameterized runs:

```bash
fabro run run.toml
```

In the web UI, the Workflows page lists all available workflows. Click into a workflow to view its Graphviz definition, rendered graph diagram, and run history.

<Frame caption="The Workflows page lists all available workflows with their trigger type and last run time.">
  <img src="/images/web/workflows-list.png" alt="Fabro web UI Workflows list showing Fix Build, Implement Feature, Sync Drift, and Expand Product workflows" />
</Frame>

<Frame caption="The workflow detail view shows the Graphviz definition with syntax highlighting.">
  <img src="/images/web/workflow-detail.png" alt="Fabro web UI workflow detail showing the Graphviz source for Fix Build" />
</Frame>

<Frame caption="The Diagram tab renders the workflow graph visually, showing nodes, edges, and conditions.">
  <img src="/images/web/workflow-diagram.png" alt="Fabro web UI workflow diagram showing the Fix Build workflow graph" />
</Frame>

<Frame caption="The Runs tab shows all runs for this workflow, filterable by status.">
  <img src="/images/web/workflow-runs.png" alt="Fabro web UI workflow runs tab showing run history for Fix Build" />
</Frame>

See the [Quick Start](/getting-started/quick-start) to try it out, or browse the [example workflows](/examples/repl-handoff) for real-world patterns.