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Expert guidance for AI assistants on using Mapbox search tools effectively. Covers tool selection, parameter optimization, and best practices for geocoding, POI search, and location discovery.

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.

This skill covers configuring score boosting to prioritize relevant code paths and deprioritize tests, docs, and vendor code.

I help you formulate effective web search queries and strategies to find the information you need. I can optimize search queries, suggest alternative approaches, evaluate sources, and synthesize findings.

Structured code search with JSON, TOON, and compact output formats optimized for AI agents. \n \n Supports three output formats: standard JSON, compact JSON (80% fewer tokens), and TOON notation (50% more compact than JSON) \n Includes --limit , --json , --toon , and --compact command-line options for controlling result volume and token usage \n Integrates with MCP servers and AI agents (Claude, GPT) through format selection parameters \n Works with scripting tools (jq, Python, Node.js) and supp

Search and recommend Claude Code skills from trusted marketplaces based on user requirements. \n \n Searches across six curated sources in priority order: anthropics/skills, ComposioHQ/awesome-claude-skills, travisvn/awesome-claude-skills, skills.sh, ClawHub, and skillsmp.com \n Filters results by community verification (10+ stars), maintenance status (updated within 6 months), and security checks for suspicious code patterns \n Ranks recommendations using a weighted scoring system that prioriti

Search the arXiv repository for academic papers and preprints.

Category: test

Search your personal knowledge base to surface relevant past insights, decisions, and solutions. \n \n Proactively searches durable knowledge and conversation history when context suggests prior work would improve the response \n Distinguishes between memory searches ( nmem m search ) for stored breakthroughs and thread searches ( nmem t search ) for exact session history \n Recognizes trigger patterns: user references to prior fixes, resumed features, debugging similarities, requests for ration

AI-powered web search with real-time information and source citations via Perplexity models. \n \n Access five Perplexity models through a single OpenRouter API key, ranging from cost-effective Sonar to advanced Sonar Pro Search for complex multi-step analysis \n Ideal for finding current information beyond model knowledge cutoff, recent scientific literature, clinical trials, and domain-specific research with peer-reviewed sources \n Includes comprehensive query design guidance covering specifi