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AI-native task management CLI for coding agents and human developers

Project description

AnyTask CLI

AI-native task management CLI for coding agents and human developers

AnyTask CLI is a command-line interface for managing tasks and projects, designed specifically for AI agents and developers working together. It provides Linear-style task management with agent-aware features and powerful AI-assisted commands.

Features

  • Linear-style Task Management: Human-readable task IDs (DEV-123), status workflows, priorities, and dependencies
  • Secure API Key Authentication: Simple API key-based authentication with optional keyring storage
  • Workspace & Project Organization: Isolated workspaces with role-based access
  • Rich Terminal UI: Beautiful, color-coded task boards and visualizations
  • Agent Integration: Native support for AI coding agents (Claude Code, Cursor, Codex, Gemini)
  • Worker System: Automated task execution using declarative YAML workflows
  • AI-Powered Commands: Task suggestions, smart decomposition, and context-aware assistance

Installation

Recommended: Install with uvx or pipx

For the best experience, install using uvx (recommended) or pipx:

# Install uv first (if not already installed)
curl -LsSf https://astral.sh/uv/install.sh | sh

# Using uvx (recommended - no installation needed)
uvx anyt --help

# Or using pipx (install once, use everywhere)
pipx install anyt
anyt --help

Alternative: Install with pip

pip install anyt

Quick Start

1. Get an API Key

Visit https://anyt.dev/home/settings/api-keys to create an API key.

2. Set Up Authentication

Add to your shell profile for persistence:

# For zsh users (macOS default)
echo 'export ANYT_API_KEY=anyt_agent_xxxxxxxxxxxxx' >> ~/.zshrc
source ~/.zshrc

# For bash users
echo 'export ANYT_API_KEY=anyt_agent_xxxxxxxxxxxxx' >> ~/.bashrc
source ~/.bashrc

Or set temporarily for current session:

export ANYT_API_KEY=anyt_agent_xxxxxxxxxxxxx

3. Initialize Your Workspace

Run the interactive setup:

anyt init

The CLI will guide you through:

  • Verifying your authentication
  • Interactively selecting a workspace from your available workspaces
  • Interactively choosing a project to work in with rich display
  • Saving configuration to .anyt/anyt.json
  • Viewing completion summary and next steps

For automation/CI/CD:

# Auto-select first workspace and project
anyt init --non-interactive

# Or specify explicitly
anyt init --workspace-id 123 --project-id 5

4. Start Using AnyTask

# Create a task
anyt task add "Implement user authentication" --priority 1

# View workspace summary
anyt summary

# Pick a task to work on
anyt task pick DEV-1

# Show active task
anyt active

# Mark as done
anyt task done DEV-1

Core Commands

Initialization & Configuration

anyt init                         # Interactive workspace setup (recommended)
  --non-interactive, -y           # Auto-select first workspace/project
  --workspace-id <id>             # Specify workspace ID
  --project-id <id>               # Specify project ID
  --identifier <prefix>           # Workspace identifier (e.g., DEV)
  --agents <list>                 # Install agent integrations (claude,cursor,codex,gemini)
  --dev                           # Use development API

anyt login                        # Login with API key

Health Check

anyt health check                 # Check backend server status

Task Synchronization

anyt pull <identifier>            # Pull task from server to local filesystem
anyt push <identifier>            # Push local task changes to server
anyt task open <identifier>       # Open task folder in editor/file manager

Task Management

Create and update tasks:

anyt task add <title>             # Create new task
  --status <status>               # backlog, todo, active, blocked, done, canceled, archived
  --priority <-2 to 2>            # Priority level (default: 0)
  --owner <user-id>               # Assign to user or agent
  --labels <labels>               # Comma-separated labels
  --phase <phase>                 # Phase/milestone identifier
  --estimate <hours>              # Time estimate in hours
  --project <id>                  # Project ID (uses current project if not specified)

anyt task edit [identifier]       # Update task fields (uses active task if not specified)
  --title <title>                 # New title
  --description <text>            # New description
  --status <status>               # New status
  --priority <priority>           # New priority (-2 to 2)
  --labels <labels>               # Replace all labels (comma-separated)
  --owner <user-id>               # New owner ID
  --estimate <hours>              # New time estimate in hours
  --ids <ids>                     # Multiple task IDs to edit (comma-separated)
  --dry-run                       # Preview changes without applying

anyt task done [identifier...]    # Mark task(s) as done (uses active task if not specified)
  --note <message>                # Add completion note

anyt task rm [identifier...]      # Delete task(s) (uses active task if not specified)
  --force                         # Skip confirmation

anyt task bulk-update <ids>       # Update multiple tasks
  --status <status>               # New status for all
  --priority <priority>           # New priority for all
  --yes                           # Skip confirmation

View tasks:

anyt task list                    # List all tasks
  --status <status>               # Filter by status (comma-separated)
  --mine                          # Show only tasks assigned to you
  --assignee <user-id>            # Filter by assignee (user ID or agent ID)
  --labels <labels>               # Filter by labels (comma-separated)
  --phase <phase>                 # Filter by phase/milestone
  --project <id>                  # Filter by project ID
  --all                           # Show tasks from all projects
  --sort <field>                  # Sort by: priority, updated_at, created_at, status
  --order <asc|desc>              # Sort order (default: desc)
  --limit <n>                     # Max tasks to show (default: 50)

anyt task show <identifier>       # Show task details
  --show-metadata                 # Include workflow metadata

anyt summary                      # Workspace summary
  --period <today|weekly|monthly> # Summary period
  --phase <phase>                 # Filter by phase/milestone
  --project <id>                  # Filter by project ID
  --all                           # Include all projects (ignore current project)
  --format <text|markdown|json>   # Format output
  --json                          # Shortcut for JSON output

anyt task suggest                 # Suggest next tasks based on priority and dependencies
  --limit <n>                     # Number of suggestions (default: 10)
  --status <status>               # Filter by status (comma-separated, default: todo,backlog)
  --include-assigned              # Include already-assigned tasks

Task dependencies:

anyt task dep add <identifier>    # Add dependencies
  --on <task-ids>                 # Tasks this depends on

anyt task dep rm <identifier>     # Remove dependencies
  --on <task-ids>                 # Tasks to remove dependency on

anyt task dep list <identifier>   # List dependencies

**Active task tracking:**

```bash
anyt task pick <identifier>       # Pick task to work on
anyt active                       # Show current task
anyt task open <identifier>       # Open local task folder (uses active task if omitted)
  --code / --finder / --file      # Preferred editor or file

Comments:

anyt comment add <identifier>     # Add comment
  --message <text>                # Comment content

anyt comment list <identifier>    # List all comments

Sharing:

anyt task share <identifier>      # Generate shareable link
  --copy                          # Copy to clipboard

Implementation plans:

anyt task plan submit DEV-42 --file plan.md   # Submit plan content
anyt task plan show DEV-42 --json             # Show plan details
anyt task plan approve DEV-42 --feedback "Looks good"
anyt task plan request-changes DEV-42 --feedback "Add test strategy"

Pull requests:

anyt task pr list DEV-42                      # List linked PRs
anyt task pr show DEV-42 --pr 123             # Show specific PR
anyt task pr register DEV-42 --pr-number 123 \
  --pr-url https://github.com/org/repo/pull/123 \
  --head-branch feature/DEV-42 --base-branch main --head-sha abc123

Visualization & Reporting

anyt summary                      # Workspace summary
  --period <today|weekly|monthly> # Summary period
  --phase <phase>                 # Filter by phase
  --format <text|markdown|json>   # Output format

Worker System

Automated task execution for AI agents:

anyt worker start                 # Start worker (interactive workflow selection)
  --workspace <path>              # Workspace directory (default: current)
  --workflow <name>               # Specific workflow (remote_dev, local_dev, dry_run)
  --workflows <dir>               # Custom workflows directory
  --poll-interval <seconds>       # Polling interval (default: 5)
  --max-backoff <seconds>         # Maximum backoff interval
  --project-id <id>               # Project scope override
  --skip-checks                   # Skip workflow requirement validation
  --force-check                   # Force fresh requirement checks
  --clone-repos                   # Force clone project repos
  --no-cleanup                    # Keep task workspaces after execution
  --agents <claude,cursor>        # Explicit agent list
  --skip-detection                # Skip agent detection

anyt worker list-workflows        # List available workflows
  --show-requirements             # Show detailed requirements for each workflow

anyt worker validate-workflow <file>  # Validate workflow definition

anyt worker check                 # Check workflow requirements and validate environment

Built-in workflows:

  • local_dev: Direct implementation on current repository
  • dry_run: Testing workflow without external dependencies
  • remote_dev: Remote development workflow with GitHub integration
  • pr_monitor: Pull request monitoring workflow

Secret management:

anyt worker secret set <name>     # Store secret
  --value <value>                 # Secret value (or prompt)

anyt worker secret get <name>     # Retrieve secret
  --show                          # Show value (default: masked)

anyt worker secret delete <name>  # Delete secret

anyt worker secret test <text>    # Test secret interpolation

Workflow artifacts & attempts:

anyt attempt list <task-id>       # List task attempts
anyt attempt show <attempt-id>    # Show attempt details

anyt artifact download <id>       # Download artifact
  --output <path>                 # Output file
  --stdout                        # Print to stdout

Usage Examples

Daily Workflow

# View workspace summary
anyt summary

# Pick a task
anyt task pick DEV-42

# Show active task
anyt active

# Update progress
anyt task edit DEV-42 --status active

# Add a comment
anyt comment add DEV-42 -m "Completed implementation"

# Complete the task
anyt task done DEV-42 --note "All tests passing"

Team Collaboration

# List all tasks
anyt task list

# Filter by status and phase
anyt task list --status active --phase T7

# View task details
anyt task show DEV-123

# Add dependencies
anyt task dep add DEV-124 --on DEV-123

# Review dependencies
anyt task dep list DEV-124

# Share task link
anyt task share DEV-123 --copy

Workflow Automation

# Get task suggestions for agent
anyt task suggest --limit 5

# Start worker with interactive workflow selection
export ANYT_API_KEY=anyt_agent_xxx
anyt worker start

# Or start worker with specific workflow
anyt worker start --workflow remote_dev
anyt worker start --workflow local_dev

# View workflow attempts
anyt attempt list DEV-42
anyt attempt show attempt-123

# Download artifacts
anyt artifact download artifact-456 --output result.json

Bulk Operations

# Update multiple tasks at once
anyt task bulk-update DEV-1,DEV-2,DEV-3 --status done --yes

# Mark multiple tasks as done
anyt task done DEV-4 DEV-5 DEV-6

Agent Integration

AnyTask integrates with popular coding agents including Claude Code, Cursor, Codex, and Gemini through custom slash commands.

Installing Agent Commands

# List available agents and installation status
anyt agent list

# Install slash commands for an agent
anyt agent install claude     # For Claude Code
anyt agent install cursor     # For Cursor
anyt agent install codex      # For Codex
anyt agent install gemini     # For Gemini

# Uninstall agent commands
anyt agent uninstall claude

You can also install agent integrations during workspace initialization:

# Interactive agent selection during init
anyt init

# Or specify agents explicitly
anyt init --agents claude,cursor

Configuration

Environment Variables

Authentication and API configuration via environment variables:

# Required: API key for authentication
export ANYT_API_KEY=anyt_agent_xxxxxxxxxxxxx

# Optional: Override API URL (defaults to https://api.anyt.dev)
export ANYT_API_URL=http://localhost:8000

# Optional: Override config directory (defaults to ~/.config/anyt)
export ANYT_CONFIG_DIR=/custom/path

Workspace Configuration

After running anyt init, workspace settings are stored in .anyt/anyt.json:

{
  "workspace_id": 123,
  "workspace_name": "Development",
  "workspace_identifier": "DEV",
  "api_url": "https://api.anyt.dev",
  "current_project_id": 456,
  "last_sync": "2025-11-14T10:30:00Z"
}

Note: The workspace config file does not store API keys. All authentication is handled via the ANYT_API_KEY environment variable.

Active Task Tracking

The currently picked task is stored in .anyt/active_task.json:

{
  "identifier": "DEV-42",
  "title": "Implement OAuth callback",
  "picked_at": "2025-11-06T10:30:00Z"
}

Configuration Commands

Manage authentication without touching shell profiles:

anyt config set-api-key --key anyt_agent_xxxxx      # Store API key (prompts when --key omitted)
anyt config get-api-key                             # Show configured keys (masked)
anyt config clear-api-key --yes                     # Remove stored key without prompts
anyt config status                                  # View API source + workspace metadata

CLI Self-Management

Keep the CLI itself up to date with built-in commands:

anyt self check        # Compare installed version with the latest release
anyt self update       # Upgrade in-place (detects uv/pipx/pip installs)
anyt self info         # Show install method, binary path, and Python runtime

Documentation

User Guides

Developer Documentation

For contributors and internal development:

Support

For issues and questions, contact: contact@anytransformer.com

License

Proprietary - AnyTransformer Inc.

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