What does the /next command do?

It analyzes your task stack, queue state, and system health to recommend a single, specific action with a clear rationale for why it should be done now.

Can I override the automated recommendations?

Yes. The skill follows a priority cascade where manually set items in your task stack always take precedence over automated system detections.

What kind of maintenance does it track?

It monitors for orphan notes, dangling links, inbox pressure, stalled pipelines, and unmined session data to ensure long-term system integrity.

How does it handle domain-specific terminology?

It reads from a derivation-manifest.md file to map universal terms to your specific project vocabulary, ensuring recommendations feel native to your workflow.

Does this skill execute code automatically?

No. To prevent cognitive outsourcing, the skill only provides recommendations and rationales. The user retains full control over the final decision to execute.

Intelligent Next Action Recommender

Name: Intelligent Next Action Recommender
Author: LopeWale

byLopeWale

•

生産性とワークフロー

Surfaces the most impactful next task by analyzing system state, maintenance needs, and project goals to prevent decision fatigue.

The Next Action skill serves as a sophisticated workflow orchestrator for the Ignition development environment, designed to solve the problem of 'cognitive outsourcing.' By scanning task stacks, inbox pressure, vault health, and active goals, it classifies signals by their 'consequence speed' to recommend a single, high-priority action with a clear rationale. It ensures that system maintenance—such as fixing orphan notes or clearing inbox backlogs—is balanced against active development tasks, keeping the environment healthy and the developer focused on high-leverage work.

主な機能

01Domain-specific vocabulary mapping via derivation manifests

02Consequence-speed classification to distinguish urgent from important tasks

03Automated maintenance queue reconciliation for vault health

04Context-aware priority cascading that respects user-defined task stacks

05Real-time monitoring of inbox pressure and pipeline stalls

061 GitHub stars

ユースケース

01Determining the most valuable development step when returning to a complex project state

02Automating the detection and resolution of knowledge base debt like dangling links and orphan notes

03Managing high-volume information capture by prioritizing inbox processing based on connection potential

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/dev_ignition next

For use in Claude.ai and ChatGPT

Download Skill