taskfile-automation（任务文件自动化）

Task Automation System

Use this skill when working with projects that use Task to provide easy-to-discover automation commands for development workflows.

Core Principle

IMPORTANT: Always prefer task commands over direct shell/language commands when a Taskfile is present.

Task provides:

• Discoverability: task --list shows all available tasks
• Consistency: Standardised commands across different environments
• Documentation: Built-in descriptions and help
• Automation: Multi-step workflows (e.g., task dev combines testing and docs)
• Safety: Interactive prompts for destructive operations

Task Discovery

Find Available Tasks

# List all available tasks with descriptions
task --list

# Show common workflows and usage patterns
task help

# Get detailed help for specific task
task <taskname> --help

Always start with discovery when entering a new project with a Taskfile.

Common Task Patterns

Development Workflows

Projects typically provide these standard tasks:

# Fast development cycle (common iteration loop)
task dev          # Usually runs fast tests + fast docs

# Pre-commit workflow
task precommit    # Runs pre-commit hooks + fast tests

# Full CI simulation locally
task ci           # Complete CI pipeline locally

Testing Workflows

# Full test suite including quality checks
task test

# Fast tests (skip quality checks for rapid development)
task test-fast
task test:fast    # Alternative naming

# Quality checks only (Aqua, formatting, linting)
task test-quality
task test:quality

Documentation Building

# Quick docs build (recommended for development)
task docs-fast
task docs:fast

# Full documentation including slow components (notebooks, etc.)
task docs

# Interactive documentation server
task docs-pluto   # For Julia projects with Pluto notebooks
task docs:serve   # For live-reload documentation server

Environment Management

# Set up development environment from scratch
task setup

# Show package/dependency status
task pkg:status
task status

# Project overview and environment information
task info

Code Quality

# Linting
task lint

# Formatting
task format

# Combined quality checks
task quality

Using Task vs Direct Commands

When to Use Task

Use task commands when:

• A Taskfile exists in the project
• You need to run standard development operations
• You want to discover available workflows
• You need consistency across team members

When Task Wraps Underlying Commands

Tasks are typically thin wrappers around language-specific commands:

Example - Julia:

# Task command
task test

# Underlying command it runs
julia --project=. -e 'using Pkg; Pkg.test()'

Example - R:

# Task command
task docs

# Underlying command it runs
Rscript -e "devtools::document()"

When to Use Direct Commands

Use direct language commands when:

• No Taskfile exists
• You need advanced options not exposed by tasks
• You're doing exploratory work outside standard workflows
• Tasks don't cover your specific use case

Task Workflow Examples

Typical Development Cycle

# 1. Discover what's available
task --list

# 2. Run fast iteration cycle
task dev          # Fast tests + fast docs

# 3. Before committing
task precommit    # Pre-commit checks + tests

# 4. Before pushing (optional)
task ci           # Full CI simulation

First-Time Setup

# 1. See what setup tasks exist
task --list | grep setup

# 2. Run setup
task setup        # Install dependencies, configure environment

# 3. Verify setup
task info         # Show project and environment status

# 4. Test everything works
task test

Task Naming Conventions

Common patterns in task names:

Prefixes:

• test:* - Testing-related tasks
• docs:* - Documentation tasks
• pkg:* - Package management tasks
• ci:* - CI/CD related tasks

Suffixes:

• *-fast - Quick version of the task
• *-full - Complete version including optional steps

Special names:

• dev - Fast development iteration cycle
• precommit - Pre-commit validation
• ci - Full CI pipeline
• setup - Initial project setup
• clean - Clean build artifacts
• help - Show usage information

Integration with Language Tools

Julia Projects

# Instead of: julia --project=. -e 'using Pkg; Pkg.test()'
task test

# Instead of: julia --project=docs docs/make.jl --skip-notebooks
task docs-fast

# Instead of: julia --project=. -e 'using Pkg; Pkg.update()'
task pkg:update

R Projects

# Instead of: Rscript -e "devtools::test()"
task test

# Instead of: Rscript -e "devtools::document()"
task docs

# Instead of: Rscript -e "devtools::check()"
task check

Python Projects

# Instead of: pytest
task test

# Instead of: sphinx-build docs docs/_build
task docs

# Instead of: pip install -e .
task install

Task Configuration Files

Taskfile Location

Look for:

• Taskfile.yml in project root
• Taskfile.yaml in project root

Understanding Task Definitions

When reading a Taskfile:

• cmds: - Commands executed by the task
• deps: - Dependencies run before this task
• desc: - Description shown in task --list
• summary: - Extended description for task <name> --help

Best Practices

1. Always discover first: Run task --list when entering a project
2. Use task help: Check task help for project-specific guidance
3. Prefer tasks for standard workflows: Use tasks for dev, test, docs
4. Direct commands for exploration: Use language commands for ad-hoc work
5. Check task definitions: Look at Taskfile.yml to understand what tasks do
6. Update documentation: If tasks change workflows, note it

When to Use This Skill

Activate this skill when:

• Working with projects that have a Taskfile.yml/Taskfile.yaml
• You see mentions of "Task" or "task commands" in project documentation
• Project CLAUDE.md mentions using task instead of direct commands
• You need to discover available development workflows
• Running tests, building docs, or managing project development tasks

This skill helps you leverage Task automation rather than manually running underlying commands. Project-specific task definitions and workflows remain in project documentation.