How does it handle complex dependencies?

The Planning Specialist subagent identifies BLOCKS dependencies between tasks and organizes them into parallel batches for optimized execution order.

What specialized subagents are included?

The skill can trigger a 'Feature Architect' for high-level requirement formalization and a 'Planning Specialist' for technical task breakdown and execution graph creation.

Can it automatically track feature progress?

Yes, it uses 'Cascade Event Detection' to automatically suggest status changes when tasks are started, completed, or when quality gates like test results are met.

Does it support custom development workflows?

Yes, the skill is entirely config-driven and respects user-defined status flows, tags, and prerequisites defined in the project's taskorchestrator configuration.

How does this skill optimize token usage?

It employs a granular tag taxonomy (such as context, requirements, or commands) that allows specialized subagents to read only relevant sections of a feature or task, reducing token consumption by up to 60%.

Feature Orchestration

Name: Feature Orchestration
Author: jpicklyk

byjpicklyk

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128

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生产力与工作流

Manages the complete feature lifecycle from intelligent task breakdown and parallel execution planning to quality gate enforcement.

Feature Orchestration is a sophisticated workflow management skill designed to bridge the gap between high-level requirements and executable code. It provides intelligent complexity assessment, automatically routing simple requests to direct execution while delegating complex architecture to specialized subagents. By utilizing a unique tag-based taxonomy for token-efficient context reading and a config-driven workflow engine with automatic cascade event detection, this skill ensures that development processes remain structured, efficient, and persistent across AI coding sessions without context loss.

主要功能

01128 GitHub stars

02Enforced quality gates and prerequisite validation for status transitions

03Automated task breakdown with dependency mapping and parallel execution planning

04Config-driven workflow management with automatic cascade event detection

05Intelligent complexity assessment and smart routing to specialized subagents

06Token-optimized context reading using granular section tag filtering

使用场景

01Automating state transitions and status progression within custom development workflows

02Decomposing complex software features into domain-isolated tasks with execution graphs

03Maintaining persistent project context and task memory across multiple coding sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jpicklyk/task-orchestrator feature-orchestration

For use in Claude.ai and ChatGPT

Download Skill