How does it decide what is 'urgent'?

It uses a consequence speed matrix that prioritizes 'Session' level signals (like orphan notes or high inbox pressure) which degrade immediate work quality over 'Slow' background maintenance.

Does this skill perform actions automatically?

No. To prevent cognitive outsourcing, the skill provides a recommendation and a rationale, but the user must decide whether to execute the suggested action.

What is the primary purpose of the /next command?

The /next command analyzes your project's state, including tasks, inboxes, and maintenance needs, to recommend the single most valuable action you should take right now.

Can I customize the folders and terms used by the skill?

Yes, the skill reads from a derivation-manifest.md file to map universal terms to your specific domain vocabulary, such as custom names for inboxes or note types.

Smart Workflow Navigator

Name: Smart Workflow Navigator
Author: LopeWale

byLopeWale

0•

生产力与工作流

Surfaces the most impactful next action by synthesizing task priority, system health, and processing queues.

The Smart Workflow Navigator is a sophisticated decision-support tool designed for complex development and knowledge management environments. It acts as an intelligent dispatcher by analyzing signals such as inbox pressure, task stacks, orphan notes, and system tensions to recommend a single, high-leverage next step. By categorizing actions based on 'consequence speed'—from immediate session-degrading issues to long-term maintenance—it ensures that users focus on what truly matters while maintaining system integrity without falling into the trap of cognitive outsourcing.

主要功能

01Context-aware task prioritization based on active goals and manual task stacks

02Consequence-based urgency classification (Session, Multi-session, and Slow decay)

03Maintenance queue reconciliation to proactively manage system rot and processing backlogs

040 GitHub stars

05Automated vault health monitoring including orphan note detection and dangling link verification

06Adaptive domain vocabulary mapping via derivation manifests for personalized workflows

使用场景

01Managing cognitive load in high-friction environments by delegating routine system checks to the AI

02Maintaining large-scale knowledge bases or research vaults by surfacing hidden structural issues

03Optimizing daily work sessions by identifying the most critical starting point among competing priorities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/ampllabs next

For use in Claude.ai and ChatGPT