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Web & Frontend Development @johstracke Updated 7/30/2026 2,219 downloads 1 stars Security: Pass

Task Runner OpenClaw Plugin & Skill | ClawHub

Looking to integrate Task Runner into your AI workflows? This free OpenClaw plugin from ClawHub helps you automate web & frontend development tasks instantly, without having to write custom tools from scratch.

What this skill does

--- name: task-runner description: Manage tasks and projects across sessions with persistent task tracking. Use when you need to organize work, track progress, and maintain todo lists that persist between conversations. Features: add tasks with projects and priorities, list pending/completed tasks, mark tasks complete, export projects to markdown. Security: file exports are restricted to safe directories only (workspace, home, /tmp). Perfect for multi-session projects, experiment tracking, and maintaining productivity. --- # Task Runner Manage tasks and projects across sessions with persistent tracking. ## Quick Start ### Add a task ```bash task_runner.py add "<description>" [project] [priority] ``` ### List all tasks ```bash task_runner.py list ``` ### List tasks for a specific project ```bash task_runner.py list "<project>" ``` ### Complete a task ```bash task_runner.py complete <task_id> ``` ### Change task priority ```bash task_runner.py priority <task_id> <low|medium|high> ``` ### Export project to markdown ```bash task_runner.py export "<project>" "<output_file>" ``` ## Features - **Persistent storage** - Tasks survive session restarts (stored in `~/.openclaw/workspace/tasks_db.json`) - **Project organization** - Group tasks by project for better organization - **Priority levels** - low, medium (default), high - **Status tracking** - pending vs completed with timestamps - **Flexible filtering** - View all tasks or filter by project - **Markdown export** - Export projects to clean markdown for sharing ## Security ### Path Validation (v1.0.1+) The `export` function validates output paths to prevent malicious writes: - ✅ Allowed: `~/.openclaw/workspace/`, `/tmp/`, and home directory - ❌ Blocked: System paths (`/etc/`, `/usr/`, `/var/`, etc.) - ❌ Blocked: Sensitive dotfiles (`~/.bashrc`, `~/.ssh`, etc.) This prevents prompt injection attacks that could attempt to write to system files for privilege escalation. ### Task Storage The task storage is JSON-based and only writes to `~/.openclaw/workspace/tasks_db.json`. ## Usage Patterns ### For multi-session projects ```bash # Add experiment tasks task_runner.py add "Setup development environment" "project-x" "high" task_runner.py add "Write initial tests" "project-x" "medium" task_runner.py add "Document API endpoints" "project-x" "low" # List project progress task_runner.py list "project-x" # Complete tasks as you go task_runner.py complete 1 task_runner.py complete 2 ``` ### For autonomous agent workflows Track your own tasks across sessions: ```bash # Plan experiments task_runner.py add "Build and publish skill" "income-experiments" "high" task_runner.py add "Test content pipeline" "income-experiments" "medium" # Update priorities based on learning task_runner.py priority 2 "high" # Export progress reports task_runner.py export "income-experiments" "./progress-report.md" ``` ### For sprint planning ```bash # Plan week's work task_runner.py.py add "Build feature X" "sprint-5" "high" task_runner.py.py add "Fix bug Y" "sprint-5" "high" task_runner.py.py add "Update documentation" "sprint-5" "medium" # Review progress task_runner.py list "sprint-5" # Export for standup task_runner.py export "sprint-5" "./standup.md" ``` ## Task Priorities | Priority | Emoji | When to Use | |----------|-------|-------------| | high | 🔴 | Blocking issues, urgent, must do now | | medium | 🟡 | Normal work, do soon | | low | 🟢 | Nice to have, backlog items | ## Output Format Task listing shows: - Status icon (✅ completed, ⏳ pending) - Project name - Task ID number - Priority emoji - Creation date - Task description - Completion date (if completed) ## Export Format Markdown export includes: - Project title with task counts - Pending tasks section - Completed tasks section (most recent first) - Task IDs, priorities, and timestamps ## Examples ### Managing a coding project ```bash # Setup task_runner.py add "Clone repository" "my-project" "high" task_runner.py add "Install dependencies" "my-project" "high" task_runner.py add "Set up database" "my-project" "medium" # Track progress task_runner.py list "my-project" task_runner.py complete 1 task_runner.py complete 2 # Export for documentation task_runner.py export "my-project" "./my-project-tasks.md" ``` ### Tracking autonomous agent experiments ```bash # Plan experiments task_runner.py add "Experiment 1: Publish skills" "autonomous-income" "high" task_runner.py add "Experiment 2: Content automation" "autonomous-income" "medium" task_runner.py add "Experiment 3: Service MVP" "autonomous-income" "low" # Work through them task_runner.py list "autonomous-income" task_runner.py complete 1 # Adjust based on learning task_runner.py add "Experiment 2a: Research tools without API keys" "autonomous-income" "high" task_runner.py priority 2 "low" ``` ### Daily task management ```bash # Plan the day task_runner.py add "Review pull requests" "daily" "high" task_runner.py add "Write documentation" "daily" "medium" task_runner.py add "Respond to emails" "daily" "low" # End-of-day review task_runner.py list # Archive completed work task_runner.py export "daily" "./$(date +%Y-%m-%d)-tasks.md" ``` ## Best Practices 1. **Use meaningful project names** - `income-experiments` not `ideas` 2. **Set priorities consistently** - helps with focus 3. **Mark tasks complete promptly** - keeps list clean 4. **Export before major changes** - backup progress 5. **Review and clean up** - archive old projects regularly ## Integration with Other Skills Combine with **research-assistant** for complete project management: - Use `research-assistant` for notes and knowledge - Use `task-runner` for actionable tasks - Export both to create comprehensive project docs

Install

ClawHub CLI
openclaw skills install @johstracke/task-runner
Node.js (npx)
npx clawhub@latest install task-runner

Full SKILL.md

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name: task-runner description: Manage tasks and projects across sessions with persistent task tracking. Use when you need to organize work, track progress, and maintain todo lists that persist between conversations. Features: add tasks with projects and priorities, list pending/completed tasks, mark tasks complete, export projects to markdown. Security: file exports are restricted to safe directories only (workspace, home, /tmp). Perfect for multi-session projects, experiment tracking, and maintaining productivity.

Task Runner

Manage tasks and projects across sessions with persistent tracking.

Quick Start

Add a task

task_runner.py add "<description>" [project] [priority]

List all tasks

task_runner.py list

List tasks for a specific project

task_runner.py list "<project>"

Complete a task

task_runner.py complete <task_id>

Change task priority

task_runner.py priority <task_id> <low|medium|high>

Export project to markdown

task_runner.py export "<project>" "<output_file>"

Features

  • Persistent storage - Tasks survive session restarts (stored in ~/.openclaw/workspace/tasks_db.json)
  • Project organization - Group tasks by project for better organization
  • Priority levels - low, medium (default), high
  • Status tracking - pending vs completed with timestamps
  • Flexible filtering - View all tasks or filter by project
  • Markdown export - Export projects to clean markdown for sharing

Security

Path Validation (v1.0.1+)

The export function validates output paths to prevent malicious writes:

  • ✅ Allowed: ~/.openclaw/workspace/, /tmp/, and home directory
  • ❌ Blocked: System paths (/etc/, /usr/, /var/, etc.)
  • ❌ Blocked: Sensitive dotfiles (~/.bashrc, ~/.ssh, etc.)

This prevents prompt injection attacks that could attempt to write to system files for privilege escalation.

Task Storage

The task storage is JSON-based and only writes to ~/.openclaw/workspace/tasks_db.json.

Usage Patterns

For multi-session projects

# Add experiment tasks
task_runner.py add "Setup development environment" "project-x" "high"
task_runner.py add "Write initial tests" "project-x" "medium"
task_runner.py add "Document API endpoints" "project-x" "low"

# List project progress
task_runner.py list "project-x"

# Complete tasks as you go
task_runner.py complete 1
task_runner.py complete 2

For autonomous agent workflows

Track your own tasks across sessions:

# Plan experiments
task_runner.py add "Build and publish skill" "income-experiments" "high"
task_runner.py add "Test content pipeline" "income-experiments" "medium"

# Update priorities based on learning
task_runner.py priority 2 "high"

# Export progress reports
task_runner.py export "income-experiments" "./progress-report.md"

For sprint planning

# Plan week's work
task_runner.py.py add "Build feature X" "sprint-5" "high"
task_runner.py.py add "Fix bug Y" "sprint-5" "high"
task_runner.py.py add "Update documentation" "sprint-5" "medium"

# Review progress
task_runner.py list "sprint-5"

# Export for standup
task_runner.py export "sprint-5" "./standup.md"

Task Priorities

Priority Emoji When to Use
high 🔴 Blocking issues, urgent, must do now
medium 🟡 Normal work, do soon
low 🟢 Nice to have, backlog items

Output Format

Task listing shows:

  • Status icon (✅ completed, ⏳ pending)
  • Project name
  • Task ID number
  • Priority emoji
  • Creation date
  • Task description
  • Completion date (if completed)

Export Format

Markdown export includes:

  • Project title with task counts
  • Pending tasks section
  • Completed tasks section (most recent first)
  • Task IDs, priorities, and timestamps

Examples

Managing a coding project

# Setup
task_runner.py add "Clone repository" "my-project" "high"
task_runner.py add "Install dependencies" "my-project" "high"
task_runner.py add "Set up database" "my-project" "medium"

# Track progress
task_runner.py list "my-project"
task_runner.py complete 1
task_runner.py complete 2

# Export for documentation
task_runner.py export "my-project" "./my-project-tasks.md"

Tracking autonomous agent experiments

# Plan experiments
task_runner.py add "Experiment 1: Publish skills" "autonomous-income" "high"
task_runner.py add "Experiment 2: Content automation" "autonomous-income" "medium"
task_runner.py add "Experiment 3: Service MVP" "autonomous-income" "low"

# Work through them
task_runner.py list "autonomous-income"
task_runner.py complete 1

# Adjust based on learning
task_runner.py add "Experiment 2a: Research tools without API keys" "autonomous-income" "high"
task_runner.py priority 2 "low"

Daily task management

# Plan the day
task_runner.py add "Review pull requests" "daily" "high"
task_runner.py add "Write documentation" "daily" "medium"
task_runner.py add "Respond to emails" "daily" "low"

# End-of-day review
task_runner.py list

# Archive completed work
task_runner.py export "daily" "./$(date +%Y-%m-%d)-tasks.md"

Best Practices

  1. Use meaningful project names - income-experiments not ideas
  2. Set priorities consistently - helps with focus
  3. Mark tasks complete promptly - keeps list clean
  4. Export before major changes - backup progress
  5. Review and clean up - archive old projects regularly

Integration with Other Skills

Combine with research-assistant for complete project management:

  • Use research-assistant for notes and knowledge
  • Use task-runner for actionable tasks
  • Export both to create comprehensive project docs
ClawHub Registry URL: https://clawhub.ai/johstracke/skills/task-runner

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