Task System Architecture

Understanding how mise's task system works helps you write more efficient tasks and troubleshoot dependency issues.

Task Dependency System

mise uses a sophisticated dependency graph system to manage task execution order and parallelism. This ensures tasks run in the correct order while maximizing performance through parallel execution.

Dependency Graph Resolution

When you run mise run build, mise creates a directed acyclic graph (DAG) of all tasks and their dependencies:

This graph ensures that:

• Dependencies run before dependents
• Independent tasks run in parallel
• No circular dependencies exist
• Failed dependencies prevent dependents from running

Dependency Types

mise supports three types of task dependencies:

depends - Prerequisites

Tasks that must complete successfully before this task runs:

[tasks.test]
depends = ["lint", "build"]
run = "npm test"

depends_post - Cleanup Tasks

Tasks that run after this task completes (whether successful or failed):

[tasks.deploy]
depends = ["build", "test"]
depends_post = ["cleanup", "notify"]
run = "kubectl apply -f deployment.yaml"

wait_for - Soft Dependencies

Tasks that should run first if they're in the current execution, but don't fail if they're not available:

[tasks.integration-test]
wait_for = ["start-services"]  # Only waits if start-services is also being run
run = "npm run test:integration"

Parallel Execution Engine

Job Control

mise executes tasks in parallel up to the configured job limit:

mise run test --jobs 8        # Use 8 parallel jobs
mise run test -j 1            # Force sequential execution

The default is 4 parallel jobs, but you can configure this globally:

# ~/.config/mise/config.toml
[settings]
jobs = 8

Example Execution Flow

Given these tasks:

[tasks.lint]
run = "eslint src/"

[tasks.test-unit]
depends = ["lint"]
run = "npm run test:unit"

[tasks.test-integration]
depends = ["lint"] 
run = "npm run test:integration"

[tasks.build]
depends = ["test-unit", "test-integration"]
run = "npm run build"

Execution with --jobs 2:

Time →
0s:   [lint]
5s:   [test-unit] [test-integration]  # Run in parallel after lint
15s:  [build]                        # Waits for both tests

Task Discovery and Resolution

Task Sources

mise discovers tasks from multiple sources in this order:

1. File tasks: Executable files in task directories
2. TOML tasks: Defined in mise.toml files
3. Inherited tasks: From parent directories

Task Resolution Process

When you run mise run build, mise:

1. Discovers all tasks from all configuration sources
2. Resolves the task name (handles aliases and partial matches)
3. Builds dependency graph including all dependencies
4. Validates graph (checks for circular dependencies)
5. Executes in dependency order with parallelism

Task Inheritance

Tasks are inherited from parent directories but can be overridden:

project/
├── mise.toml              # defines: lint, test, build
└── frontend/
    └── mise.toml          # overrides: test, adds: bundle

In frontend/, you have access to: lint (inherited), test (overridden), build (inherited), bundle (local).

Advanced Dependency Features

Conditional Dependencies

Use task arguments for conditional behavior:

[tasks.test]
depends = ["build"]
run = '''
if [ "$1" = "--with-lint" ]; then
  mise run lint
fi
npm test
'''

Dynamic Dependencies

Tasks can specify dependencies at runtime:

#!/usr/bin/env bash
#MISE depends=["setup"]

# Additional conditional dependency
if [ ! -f ".env" ]; then
  mise run generate-env
fi

npm start

Cross-Project Dependencies

Reference tasks from other directories:

[tasks.deploy-all]
depends = [
  "../api:build",
  "../frontend:build", 
  "deploy-infrastructure"
]
run = "echo 'All services deployed'"

Performance Optimizations

Source and Output Tracking

Tasks can skip execution if sources haven't changed:

[tasks.build]
sources = ["src/**/*.ts", "package.json"]
outputs = ["dist/**/*"]
run = "npm run build"

mise will only run the task if:

• Source files are newer than output files
• The task has never been run
• Dependencies have changed

Incremental Execution

Use mise run --force to ignore source/output checking:

mise run build --force     # Always run, ignore source changes
mise run --changed         # Only run tasks with source changes

Parallel File Watching

Use mise watch for continuous development:

mise watch              # Watch all task sources
mise watch build test   # Watch specific tasks

This automatically reruns tasks when their source files change.

Debugging Task Dependencies

Visualize Dependencies

mise task deps build           # Show build's dependencies
mise task deps --dot > deps.dot # Generate graphviz diagram

Execution Tracing

mise run build --verbose       # Show task execution details
mise run build --dry-run       # Show what would run without executing

Common Issues

Circular Dependencies:

Error: Circular dependency detected: test → build → test

Solution: Remove the circular reference or use wait_for instead of depends.

Missing Dependencies:

Error: Task 'build' depends on 'lint' but 'lint' was not found

Solution: Define the missing task or remove the dependency.

Slow Parallel Execution:

• Check if tasks have unnecessary dependencies
• Use mise task deps to verify dependency graph
• Consider increasing --jobs if you have CPU cores available

The task architecture is designed to scale from simple single-task projects to complex multi-service applications with intricate build dependencies.