How do I get help for a specific sub-command?

You can use the syntax '/help [skill-name]' (e.g., /help reduce) to see detailed usage examples, logic, and related commands for that specific tool.

What is the difference between Narrative and Contextual mode?

Narrative mode provides a conversational overview for new systems with few notes, while Contextual mode focuses on metrics and proactive suggestions for established graphs.

Does it support custom command names?

Yes, it reads your domain-native vocabulary from your manifest files and displays your custom terms alongside universal command names.

How does the Help skill determine what to suggest?

It analyzes your vault's metadata, including note counts, connection density, and pending tasks, to recommend the action that will most improve your system's health.

Ars Contexta Help & Discovery

Name: Ars Contexta Help & Discovery
Author: LopeWale

byLopeWale

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学习与文档

Provides intelligent, state-aware guidance and dynamic command discovery for knowledge graph management.

The Help skill is the central navigation and onboarding hub for the Ars Contexta framework within Claude Code. It goes beyond static documentation by dynamically scanning your environment for installed skills and analyzing your 'vault state'—such as note density, inbox volume, and system health—to provide tailored advice. By offering three distinct modes (Narrative for beginners, Contextual for active users, and Compact for experts), it ensures that guidance is always relevant to your current workflow maturity. It even respects domain-specific vocabulary, renaming core commands to match your project's unique terminology.

主要功能

01Domain-native vocabulary mapping to align system commands with project-specific language.

02State-aware suggestion engine that identifies bottlenecks like orphaned notes or full inboxes.

030 GitHub stars

04Deep-dive documentation access for specific sub-skills and internal methodology.

05Dynamic command discovery that scans the local skills directory for real-time updates.

06Three-tier display modes (Narrative, Contextual, Compact) tailored to user experience levels.

使用场景

01Quickly referencing command syntax and discovering newly installed capabilities.

02Identifying the most valuable next step in a research or documentation pipeline.

03Onboarding new users to a complex personal knowledge management (PKM) system.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/ampllabs help

For use in Claude.ai and ChatGPT