Hyperspace Matrix — AI Capability Search

Search 100k+ indexed AI skills, tools, agents, and apps by task description.

Binary: hyperspace (installed at ~/.local/bin/hyperspace) Script: ~/.hermes/skills/research/hyperspace-matrix/scripts/matrix-search.sh

When to Use

• Looking for an AI tool/skill for a specific task
• Discovering capabilities you didn't know existed
• Finding alternatives to current tools
• Exploring what's available in the AI ecosystem

Search

# Via script
bash ~/.hermes/skills/research/hyperspace-matrix/scripts/matrix-search.sh "your task description" [--limit 10] [--json]

# Via CLI
hyperspace search query "generate images from text" --json
hyperspace search query "browser automation for agents" --limit 5

How It Works

• Hybrid search: ColBERT + BM25 + Reciprocal Rank Fusion
• Searches across 8 domains of AI capabilities
• Returns ranked results with descriptions and links

⚠️ Caution

• Results are often very generic — always adjust to your specific context
• Think of it as discovery/inspiration, not ready-to-use solutions
• Verify any suggested tool actually exists and works before adopting

Tips

• Use natural language task descriptions, not keywords
• Be specific: "transcribe audio to text locally" > "audio"
• Results include skill names, descriptions, and install methods
• Use --json for programmatic processing

Pitfalls

• Searches an external index — requires internet
• Results may include OpenClaw-specific skills not usable in Hermes
• Use as discovery tool, then evaluate portability manually

Verification

# Confirm binary is on PATH
which hyperspace
# Run a simple search and expect ranked results
hyperspace search query "text to speech" --limit 3
# Test the wrapper script
bash ~/.hermes/skills/research/hyperspace-matrix/scripts/matrix-search.sh "image generation" --limit 3