What problem does the Task Workflow Manager solve?

It prevents AI-driven tasks from becoming vague or unfinished by enforcing a structured folder hierarchy and mandatory documentation for every new project initiative.

How does it help with resuming work in later sessions?

The skill generates a CLAUDE.md file in the task directory, which captures the current state and next steps, allowing you to quickly restore context in a new Claude session.

Can I use it for existing projects?

While designed for starting new tasks, you can use it to wrap existing ad-hoc work into a structured 'domain/tasks' folder to improve organization and documentation.

Does it integrate with other specialized Claude skills?

Yes, it acts as a project entry point and will automatically suggest triggering relevant specialized skills (like master data tools) based on the task name and description.

Task Workflow Manager

Name: Task Workflow Manager
Author: Wonderplanet

byWonderplanet

0•

Productivity & Workflow

Orchestrates the lifecycle of AI tasks by establishing structured working directories, clear objectives, and persistent documentation for seamless project continuity.

The Task Workflow Manager solves the common issue of AI-assisted work becoming fragmented or losing momentum. It guides users through a structured discovery process to define task goals, background, and expected outcomes before automatically generating a timestamped workspace under a standardized directory structure. By initializing essential documentation like READMEs and next-action lists, the skill ensures that every AI interaction results in tangible progress and provides a clear 'save point' for future sessions, allowing complex projects to be built incrementally with full context preservation.

Key Features

01Intelligent delegation suggestions to specialized sub-skills based on task keywords

02Automated creation of timestamped, standardized task folders within a domain hierarchy

03Structured stakeholder questioning to define clear task boundaries and success metrics

04Standardized output paths to ensure work results are easily discoverable and organized

05Template-driven generation of README, next-actions, and session context (CLAUDE.md) files

060 GitHub stars

Use Cases

01Ensuring seamless session handovers by creating context-rich 'save points' for future interactions

02Organizing experimental AI analysis into a permanent, documented project structure

03Initializing complex feature implementations with clear requirements and action items

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add wonderplanet/glow-brain task-workflow-manager

For use in Claude.ai and ChatGPT

Download Skill