6. Productivity & Automation

Manages feature implementation tasks via CLI, enabling status checks, task validation, and progress tracking for development workflows.

Automates SAM task plan execution by processing ready tasks, delegating to agents, and updating status via hooks.

Starts or completes tasks in SAM task files, updating status with timestamps and writing active-task context for hooks.

Generates conventional commit messages by analyzing code changes, ensuring standardized and consistent commit history.

Automates Git commit messages to comply with Conventional Commits standard, improving changelog generation and codebase maintainability.

Automates conversion of GitHub PR review comments into actionable tasks for efficient code review management.

Automates the coding-review loop by executing coding and review skills, looping based on report status per taskforce_coding_team.md.

Automates evidence collection (screenshots, videos, logs) in .artifacts/<feature>/ for visual regression testing and PR documentation, mandatory before implementation completion.

CLI tool for creating, editing, viewing, and searching backlog tasks in a task management system.

Generates reusable skills through task reflection, enabling automated workflow improvements after complex tasks.

Automates browser interactions for testing web pages, UI verification, and responsive behavior checks through Playwright.

Automates creation of structured Jira tasks with acceptance criteria, epic linking, and project metadata like priority and assignee.

Automates creation of sub-agent configuration files from user descriptions, streamlining agent setup in development workflows.

Creates quick helper scripts for repetitive coding tasks, enabling junior developers to automate common workflows efficiently.

Provides GTD (Getting Things Done) coaching for inbox processing, weekly reviews, and task prioritization. Responds to specific triggers to guide productivity workflows.

Automates Obsidian note management following strict AI writing rules and step-by-step execution to maintain knowledge base integrity.

Automates publishing Markdown articles to X (Twitter) Articles with automatic formatting, cover image handling, and rich text conversion.

Generates bilingual GitHub release documentation (README.md and README.zh.md) and guides users through release preparation steps including git commands.

Generates machine-readable session summaries to maintain context continuity for AI agents, triggered by user commands or context window constraints.

Automates cross-application workflows using a visual interface, enhanced with AI for intelligent task execution.

Fetches GitHub issues from the current repository with customizable fields, sorting, and filtering for streamlined development workflow management.

Automates document word count verification when users reference word count in document-related queries.

Enables browser automation and UI testing for Laravel applications, facilitating end-to-end test implementation.

Manages enterprise templates including code boilerplates, feedback forms, and project optimization workflows to streamline development and project management processes.