← All skills

hybrid-search-implementation

95 / 100 · Low risk

Fine to try.

By wshobson/agents (GitHub) · coding · 42,412 stars · scanned at commit 9c61ab2

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'hybrid-search-implementation' ] || [ -L ~/.agents/skills/'hybrid-search-implementation' ]; then echo 'A skill folder named hybrid-search-implementation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/wshobson/agents' "$d" && git -C "$d" checkout --quiet '9c61ab243def98f72da12abd41cfcf5bcd91af9d' -- 'plugins/llm-application-dev/skills/hybrid-search-implementation' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/llm-application-dev/skills/hybrid-search-implementation' ~/.agents/skills/'hybrid-search-implementation' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'hybrid-search-implementation' ~/.claude/skills/'hybrid-search-implementation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for wshobson/agents shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/wshobson/agents.svg)](https://zalavijaysinh.github.io/skilltrust/repos/wshobson/agents/)

Score history