How do I configure whether it uses MCP or the CLI for searching?

You can set the 'searchMethod' in your ~/.config/aitk/config.json file to 'cli', 'mcp', or 'auto' (which prioritizes MCP and falls back to CLI).

How does Skill Suggest know when to trigger automatically?

It monitors for conversation shifts, such as starting a new feature, asking about a new framework, or requesting a technical guide, ensuring it only triggers when a new context is established.

Does this skill work with private team repositories?

Yes, as long as the aitk CLI or MCP server is configured to access your team's specific skill repository, Skill Suggest will include those in its search.

Can I manually search for skills using this plugin?

Yes, you can manually request searches by asking Claude to 'search for skills' or find specific tools like 'YouTube related skills,' which bypasses the automatic detection logic.

What happens if a skill is found but isn't highly relevant?

Skill Suggest uses a relevance threshold (0.40). If no skills meet this score, it reports the search results but skips loading to prevent irrelevant content from cluttering your session.

Skill Suggest

Name: Skill Suggest
Author: chat-prompt

bychat-prompt

0•

生産性とワークフロー

Automatically discovers and suggests relevant domain-specific skills and implementation patterns when starting new tasks or switching topics.

Skill Suggest is an intelligent discovery engine for Claude Code that enhances development workflows by proactively identifying and loading specialized capabilities from the GPTers AI Toolkit. It monitors the conversation for topic shifts or new technical requirements, extracts the necessary context, and performs semantic searches to find the best implementation guides, best practices, and tools. By supporting both MCP and CLI search methods with an intelligent fallback system, it ensures that developers always have the most relevant expertise at their fingertips without manual configuration for every new task.

主な機能

01Automatic discovery triggered by task or topic changes

020 GitHub stars

03Outcome reporting for tracking applied skills and their impact

04Dual-mode search supporting both MCP semantic search and CLI fallback

05Relevance-based filtering to ensure high-quality skill suggestions

06Intelligent keyword and task context extraction

ユースケース

01Automatically finding specialized tools for niche tasks like Slack bot integration or database modeling

02Manually searching a team's skill library for standardized coding guides and best practices

03Discovering framework-specific implementation patterns when starting a new project

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chat-prompt/gpters-ai-toolkit skill-suggest

For use in Claude.ai and ChatGPT

主な機能

01Automatic discovery triggered by task or topic changes

020 GitHub stars

03Outcome reporting for tracking applied skills and their impact

04Dual-mode search supporting both MCP semantic search and CLI fallback

05Relevance-based filtering to ensure high-quality skill suggestions

06Intelligent keyword and task context extraction

ユースケース

01Automatically finding specialized tools for niche tasks like Slack bot integration or database modeling

02Manually searching a team's skill library for standardized coding guides and best practices

03Discovering framework-specific implementation patterns when starting a new project

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chat-prompt/gpters-ai-toolkit skill-suggest

For use in Claude.ai and ChatGPT