[A1.8] Add smart skill detection and auto-install

Category: Community & Sharing - Config Sharing Time: 4-6 hours

Add intelligent skill detection that automatically identifies missing skills and offers to install them.

Purpose

Enable Claude to detect when it needs a skill and automatically suggest or install it.

User Experience Examples

Auto-Detection:

User: "How do I create a React component with hooks?"
Claude: → Detects React → "I found a React skill. Install it? (30 sec)"
User: "Yes"
Claude: → install_skill(framework='react') → "React skill ready!"

Proactive Suggestion:

User: "Building a Django API"
Claude: → Found django.json, fastapi.json → "Install Django and FastAPI skills? (1 min)"

Features

• Topic Extraction: Parse user queries for framework/library names
• Skill Gap Analysis: Compare detected topics with installed skills
• API Search: Query api.skillseekersweb.com for matches
• Smart Suggestions: Single/multiple matches, confidence scoring
• Installation Modes: Ask first (default), Auto-install, Suggest only, Manual

MCP Tool: detect_and_suggest_skills

Parameters:

• query: User's original query
• auto_install: Auto-install without asking (default: false)
• max_suggestions: Max skills to suggest (default: 3)
• install_mode: 'ask', 'auto', 'suggest', 'manual'

Detection Algorithm

1. Extract topics from query (regex + NLP keywords)
2. Search API: exact match, category match, tag match
3. Score matches (exact=10pts, category=5pts, tag=3pts)
4. Check already installed skills
5. Present top N options

Dependencies

• A1.1 (API endpoint) ✅ Complete
• A1.2 (MCP fetch_config) ✅ Complete
• A1.7 (install_skill) - Required for workflow

See: FLEXIBLE_ROADMAP.md - Task A1.8